warning: commands will be executed using /bin/sh
job 1304 at Fri Jun 14 03:38:00 2013
FileBase	/isis3/andresg/Bud/buddy140_060813_reo/buddy140_060813_reo
ElecNo	11
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	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 659042 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 219680 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 11442 members 
Mstep: Class 3 contains 11751 members 
Mstep: Class 4 contains 11362 members 
Mstep: Class 5 contains 11551 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 11658 members 
Mstep: Class 8 contains 11702 members 
Mstep: Class 9 contains 11541 members 
Mstep: Class 10 contains 11544 members 
Mstep: Class 11 contains 11492 members 
Mstep: Class 12 contains 11321 members 
Mstep: Class 13 contains 11324 members 
Mstep: Class 14 contains 11481 members 
Mstep: Class 15 contains 11391 members 
Mstep: Class 16 contains 11577 members 
Mstep: Class 17 contains 11733 members 
Mstep: Class 18 contains 11649 members 
Mstep: Class 19 contains 11646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 22.737984 but Gain 1998.738281
Score: -25557854.000000 Penalty: 35977.285156
Iteration 0F: 19 clusters Score -2.555785e+07 nChanged 207261
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 1977 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 47207 members 
Mstep: Class 6 contains 12092 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 18449 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 14 contains 41321 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 70421 members 
Mstep: Class 19 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 396.957092 but Gain 1998.738281
Score: -26139666.000000 Penalty: 33978.546875
Iteration 1F: 18 clusters Score -2.613967e+07 nChanged 56529
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 405 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 5 contains 44418 members 
Mstep: Class 6 contains 16195 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 4453 members 
Mstep: Class 9 contains 17031 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 687 members 
Mstep: Class 12 contains 2758 members 
Mstep: Class 14 contains 48593 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1287 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 70562 members 
Mstep: Class 19 contains 1470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 665.269897 but Gain 1998.738281
Score: -26206034.000000 Penalty: 31979.808594
Iteration 2F: 17 clusters Score -2.620603e+07 nChanged 45080
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 5 contains 39761 members 
Mstep: Class 6 contains 23478 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 7104 members 
Mstep: Class 9 contains 19356 members 
Mstep: Class 10 contains 1914 members 
Mstep: Class 11 contains 819 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 14 contains 45375 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 1092 members 
Mstep: Class 17 contains 799 members 
Mstep: Class 18 contains 68241 members 
Mstep: Class 19 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 657.247437 but Gain 1998.736328
Score: -26265284.000000 Penalty: 29981.072266
Iteration 3F: 16 clusters Score -2.626528e+07 nChanged 38345
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 5 contains 36090 members 
Mstep: Class 6 contains 31352 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 8 contains 9060 members 
Mstep: Class 9 contains 25061 members 
Mstep: Class 10 contains 1757 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 14 contains 38639 members 
Mstep: Class 15 contains 815 members 
Mstep: Class 16 contains 964 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 18 contains 64284 members 
Mstep: Class 19 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1376.313721 but Gain 1998.738281
Score: -26307432.000000 Penalty: 27982.333984
Iteration 4F: 15 clusters Score -2.630743e+07 nChanged 32351
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 5 contains 31835 members 
Mstep: Class 6 contains 37366 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 10645 members 
Mstep: Class 9 contains 33467 members 
Mstep: Class 10 contains 1493 members 
Mstep: Class 11 contains 1309 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 14 contains 33064 members 
Mstep: Class 15 contains 849 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 59535 members 
Mstep: Class 19 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1492.122192 but Gain 1998.738281
Score: -26334114.000000 Penalty: 25983.595703
Iteration 5F: 14 clusters Score -2.633411e+07 nChanged 30259
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 40340 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 11548 members 
Mstep: Class 9 contains 44350 members 
Mstep: Class 11 contains 1549 members 
Mstep: Class 12 contains 3262 members 
Mstep: Class 14 contains 28822 members 
Mstep: Class 15 contains 775 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 56189 members 
Mstep: Class 19 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26347978.000000 Penalty: 25983.595703
Iteration 6F: 14 clusters Score -2.634798e+07 nChanged 28752
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 5 contains 20556 members 
Mstep: Class 6 contains 38300 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 12396 members 
Mstep: Class 9 contains 54924 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 14 contains 26385 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 54888 members 
Mstep: Class 19 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26355026.000000 Penalty: 25983.595703
Iteration 7F: 14 clusters Score -2.635503e+07 nChanged 24658
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 5 contains 19068 members 
Mstep: Class 6 contains 36589 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 12790 members 
Mstep: Class 9 contains 55935 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 14 contains 27490 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 54770 members 
Mstep: Class 19 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26367500.000000 Penalty: 25983.595703
Iteration 8F: 14 clusters Score -2.63675e+07 nChanged 17897
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 5 contains 20676 members 
Mstep: Class 6 contains 35551 members 
Mstep: Class 7 contains 2187 members 
Mstep: Class 8 contains 13054 members 
Mstep: Class 9 contains 53842 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 14 contains 29762 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 17 contains 1219 members 
Mstep: Class 18 contains 53005 members 
Mstep: Class 19 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26377228.000000 Penalty: 25983.595703
Iteration 9F: 14 clusters Score -2.637723e+07 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 5 contains 23024 members 
Mstep: Class 6 contains 34603 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 13360 members 
Mstep: Class 9 contains 51885 members 
Mstep: Class 11 contains 2717 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 14 contains 31783 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 50522 members 
Mstep: Class 19 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26383868.000000 Penalty: 25983.595703
Iteration 10F: 14 clusters Score -2.638387e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 5 contains 25678 members 
Mstep: Class 6 contains 33643 members 
Mstep: Class 7 contains 2336 members 
Mstep: Class 8 contains 13689 members 
Mstep: Class 9 contains 50359 members 
Mstep: Class 11 contains 3040 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 14 contains 33198 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 47962 members 
Mstep: Class 19 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26389916.000000 Penalty: 25983.595703
Iteration 11Q: 14 clusters Score -2.638992e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 5 contains 28403 members 
Mstep: Class 6 contains 32770 members 
Mstep: Class 7 contains 2406 members 
Mstep: Class 8 contains 14045 members 
Mstep: Class 9 contains 49169 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 957 members 
Mstep: Class 14 contains 33917 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 45556 members 
Mstep: Class 19 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26394690.000000 Penalty: 25983.595703
Iteration 12Q: 14 clusters Score -2.639469e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 5 contains 30751 members 
Mstep: Class 6 contains 32108 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 14405 members 
Mstep: Class 9 contains 48333 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 14 contains 34051 members 
Mstep: Class 15 contains 177 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 18 contains 43555 members 
Mstep: Class 19 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26398478.000000 Penalty: 25983.595703
Iteration 13Q: 14 clusters Score -2.639848e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 5 contains 32048 members 
Mstep: Class 6 contains 31672 members 
Mstep: Class 7 contains 2586 members 
Mstep: Class 8 contains 14703 members 
Mstep: Class 9 contains 48060 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 500 members 
Mstep: Class 14 contains 33913 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 18 contains 42109 members 
Mstep: Class 19 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26402124.000000 Penalty: 25983.595703
Iteration 14Q: 14 clusters Score -2.640212e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 5 contains 32113 members 
Mstep: Class 6 contains 31476 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 14900 members 
Mstep: Class 9 contains 48289 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 14 contains 33559 members 
Mstep: Class 15 contains 160 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 18 contains 41341 members 
Mstep: Class 19 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26406438.000000 Penalty: 25983.595703
Iteration 15Q: 14 clusters Score -2.640644e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 5 contains 31613 members 
Mstep: Class 6 contains 31363 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 15030 members 
Mstep: Class 9 contains 48760 members 
Mstep: Class 11 contains 4693 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 14 contains 33127 members 
Mstep: Class 15 contains 159 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 40981 members 
Mstep: Class 19 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26410138.000000 Penalty: 25983.595703
Iteration 16Q: 14 clusters Score -2.641014e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 5 contains 31060 members 
Mstep: Class 6 contains 31182 members 
Mstep: Class 7 contains 2939 members 
Mstep: Class 8 contains 15132 members 
Mstep: Class 9 contains 49240 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 14 contains 32665 members 
Mstep: Class 15 contains 159 members 
Mstep: Class 17 contains 1466 members 
Mstep: Class 18 contains 40773 members 
Mstep: Class 19 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26411846.000000 Penalty: 25983.595703
Iteration 17Q: 14 clusters Score -2.641185e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 5 contains 30663 members 
Mstep: Class 6 contains 30967 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 15195 members 
Mstep: Class 9 contains 49661 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 32180 members 
Mstep: Class 15 contains 159 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 18 contains 40552 members 
Mstep: Class 19 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26412990.000000 Penalty: 25983.595703
Iteration 18Q: 14 clusters Score -2.641299e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 5 contains 30424 members 
Mstep: Class 6 contains 30700 members 
Mstep: Class 7 contains 3122 members 
Mstep: Class 8 contains 15220 members 
Mstep: Class 9 contains 49991 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 31678 members 
Mstep: Class 15 contains 158 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 40327 members 
Mstep: Class 19 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26413904.000000 Penalty: 25983.595703
Iteration 19Q: 14 clusters Score -2.64139e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 5 contains 30217 members 
Mstep: Class 6 contains 30427 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 15244 members 
Mstep: Class 9 contains 50259 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 31196 members 
Mstep: Class 15 contains 158 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 18 contains 40138 members 
Mstep: Class 19 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26414850.000000 Penalty: 25983.595703
Iteration 20F: 14 clusters Score -2.641485e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 5 contains 30157 members 
Mstep: Class 6 contains 30088 members 
Mstep: Class 7 contains 3253 members 
Mstep: Class 8 contains 15263 members 
Mstep: Class 9 contains 50418 members 
Mstep: Class 11 contains 6872 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 30765 members 
Mstep: Class 15 contains 161 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 39938 members 
Mstep: Class 19 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26415658.000000 Penalty: 25983.595703
Iteration 21Q: 14 clusters Score -2.641566e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 5 contains 30133 members 
Mstep: Class 6 contains 29746 members 
Mstep: Class 7 contains 3315 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 50535 members 
Mstep: Class 11 contains 7371 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 30313 members 
Mstep: Class 15 contains 155 members 
Mstep: Class 17 contains 1460 members 
Mstep: Class 18 contains 39751 members 
Mstep: Class 19 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26416282.000000 Penalty: 25983.595703
Iteration 22Q: 14 clusters Score -2.641628e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 5 contains 30103 members 
Mstep: Class 6 contains 29423 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 15238 members 
Mstep: Class 9 contains 50644 members 
Mstep: Class 11 contains 7892 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 29862 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 18 contains 39567 members 
Mstep: Class 19 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26416960.000000 Penalty: 25983.595703
Iteration 23Q: 14 clusters Score -2.641696e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 5 contains 30081 members 
Mstep: Class 6 contains 29077 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 8 contains 15225 members 
Mstep: Class 9 contains 50691 members 
Mstep: Class 11 contains 8423 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 29425 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 39429 members 
Mstep: Class 19 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26417798.000000 Penalty: 25983.595703
Iteration 24Q: 14 clusters Score -2.64178e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 5 contains 29987 members 
Mstep: Class 6 contains 28720 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 15212 members 
Mstep: Class 9 contains 50744 members 
Mstep: Class 11 contains 9016 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 28961 members 
Mstep: Class 15 contains 147 members 
Mstep: Class 17 contains 1466 members 
Mstep: Class 18 contains 39346 members 
Mstep: Class 19 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26418464.000000 Penalty: 25983.595703
Iteration 25Q: 14 clusters Score -2.641846e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 5 contains 29841 members 
Mstep: Class 6 contains 28439 members 
Mstep: Class 7 contains 3665 members 
Mstep: Class 8 contains 15188 members 
Mstep: Class 9 contains 50785 members 
Mstep: Class 11 contains 9653 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 28498 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 39246 members 
Mstep: Class 19 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26419180.000000 Penalty: 25983.595703
Iteration 26Q: 14 clusters Score -2.641918e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 5 contains 29752 members 
Mstep: Class 6 contains 28144 members 
Mstep: Class 7 contains 3752 members 
Mstep: Class 8 contains 15160 members 
Mstep: Class 9 contains 50734 members 
Mstep: Class 11 contains 10403 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 28008 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 39121 members 
Mstep: Class 19 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26419792.000000 Penalty: 25983.595703
Iteration 27Q: 14 clusters Score -2.641979e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 27881 members 
Mstep: Class 7 contains 3835 members 
Mstep: Class 8 contains 15124 members 
Mstep: Class 9 contains 50644 members 
Mstep: Class 11 contains 11219 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 27476 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 38982 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26420366.000000 Penalty: 25983.595703
Iteration 28Q: 14 clusters Score -2.642037e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 5 contains 29635 members 
Mstep: Class 6 contains 27625 members 
Mstep: Class 7 contains 3917 members 
Mstep: Class 8 contains 15097 members 
Mstep: Class 9 contains 50526 members 
Mstep: Class 11 contains 12020 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 26959 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 38766 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26421142.000000 Penalty: 25983.595703
Iteration 29Q: 14 clusters Score -2.642114e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 5 contains 29632 members 
Mstep: Class 6 contains 27338 members 
Mstep: Class 7 contains 4002 members 
Mstep: Class 8 contains 15062 members 
Mstep: Class 9 contains 50338 members 
Mstep: Class 11 contains 12816 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 26512 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 38544 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26421790.000000 Penalty: 25983.595703
Iteration 30Q: 14 clusters Score -2.642179e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 5 contains 29646 members 
Mstep: Class 6 contains 27083 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 15015 members 
Mstep: Class 9 contains 50184 members 
Mstep: Class 11 contains 13641 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 26087 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 17 contains 1469 members 
Mstep: Class 18 contains 38209 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26422330.000000 Penalty: 25983.595703
Iteration 31Q: 14 clusters Score -2.642233e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 5 contains 29679 members 
Mstep: Class 6 contains 26835 members 
Mstep: Class 7 contains 4180 members 
Mstep: Class 8 contains 14989 members 
Mstep: Class 9 contains 49953 members 
Mstep: Class 11 contains 14445 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 25729 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 17 contains 1469 members 
Mstep: Class 18 contains 37827 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26422996.000000 Penalty: 25983.595703
Iteration 32Q: 14 clusters Score -2.6423e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 5 contains 29693 members 
Mstep: Class 6 contains 26620 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 14954 members 
Mstep: Class 9 contains 49730 members 
Mstep: Class 11 contains 15257 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 25343 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 17 contains 1469 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26423602.000000 Penalty: 25983.595703
Iteration 33Q: 14 clusters Score -2.64236e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 5 contains 29760 members 
Mstep: Class 6 contains 26412 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 14898 members 
Mstep: Class 9 contains 49478 members 
Mstep: Class 11 contains 16010 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 25008 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 37081 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26424262.000000 Penalty: 25983.595703
Iteration 34Q: 14 clusters Score -2.642426e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 5 contains 29788 members 
Mstep: Class 6 contains 26187 members 
Mstep: Class 7 contains 4507 members 
Mstep: Class 8 contains 14837 members 
Mstep: Class 9 contains 49244 members 
Mstep: Class 11 contains 16745 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 24695 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 36699 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26424708.000000 Penalty: 25983.595703
Iteration 35Q: 14 clusters Score -2.642471e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 5 contains 29840 members 
Mstep: Class 6 contains 25982 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 14755 members 
Mstep: Class 9 contains 48966 members 
Mstep: Class 11 contains 17478 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 24429 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26425150.000000 Penalty: 25983.595703
Iteration 36Q: 14 clusters Score -2.642515e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 5 contains 29852 members 
Mstep: Class 6 contains 25778 members 
Mstep: Class 7 contains 4781 members 
Mstep: Class 8 contains 14685 members 
Mstep: Class 9 contains 48678 members 
Mstep: Class 11 contains 18218 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 24169 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1473 members 
Mstep: Class 18 contains 35801 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26425490.000000 Penalty: 25983.595703
Iteration 37Q: 14 clusters Score -2.642549e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 5 contains 29845 members 
Mstep: Class 6 contains 25511 members 
Mstep: Class 7 contains 4911 members 
Mstep: Class 8 contains 14626 members 
Mstep: Class 9 contains 48310 members 
Mstep: Class 11 contains 18994 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 23928 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1473 members 
Mstep: Class 18 contains 35449 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26426048.000000 Penalty: 25983.595703
Iteration 38Q: 14 clusters Score -2.642605e+07 nChanged 2588
Entering ConstructFrom: 
Score: -26426048.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 1 (16206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Entering Unmasked Estep 
Score: -1967471.250000 Penalty: 1575.134766
	Iteration 0F: 2 clusters Score -1967471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1956376.875000 Penalty: 3150.269531
	Iteration 0F: 3 clusters Score -1956377 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1960350.500000 Penalty: 3150.269531
	Iteration 1F: 3 clusters Score -1960350 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1960801.875000 Penalty: 3150.269531
	Iteration 2F: 3 clusters Score -1960802 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1961267.500000 Penalty: 3150.269531
	Iteration 3F: 3 clusters Score -1961268 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1961771.625000 Penalty: 3150.269531
	Iteration 4F: 3 clusters Score -1961772 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1962332.000000 Penalty: 3150.269531
	Iteration 5F: 3 clusters Score -1962332 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1962892.125000 Penalty: 3150.269531
	Iteration 6F: 3 clusters Score -1962892 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1963448.625000 Penalty: 3150.269531
	Iteration 7F: 3 clusters Score -1963449 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1963912.750000 Penalty: 3150.269531
	Iteration 8Q: 3 clusters Score -1963913 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1964259.500000 Penalty: 3150.269531
	Iteration 9Q: 3 clusters Score -1964260 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1964451.000000 Penalty: 3150.269531
	Iteration 10Q: 3 clusters Score -1964451 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1964531.750000 Penalty: 3150.269531
	Iteration 11Q: 3 clusters Score -1964532 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1964567.875000 Penalty: 3150.269531
	Iteration 12Q: 3 clusters Score -1964568 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1964583.500000 Penalty: 3150.269531
	Iteration 13Q: 3 clusters Score -1964584 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1964595.000000 Penalty: 3150.269531
	Iteration 14Q: 3 clusters Score -1964595 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1964605.625000 Penalty: 3150.269531
	Iteration 15Q: 3 clusters Score -1964606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1964611.250000 Penalty: 3150.269531
	Iteration 16Q: 3 clusters Score -1964611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1964619.375000 Penalty: 3150.269531
	Iteration 17Q: 3 clusters Score -1964619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1964628.250000 Penalty: 3150.269531
	Iteration 18Q: 3 clusters Score -1964628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1964632.750000 Penalty: 3150.269531
	Iteration 19Q: 3 clusters Score -1964633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1964641.250000 Penalty: 3150.269531
	Iteration 20F: 3 clusters Score -1964641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1964643.125000 Penalty: 3150.269531
	Iteration 21Q: 3 clusters Score -1964643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1964647.875000 Penalty: 3150.269531
	Iteration 22Q: 3 clusters Score -1964648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1964652.750000 Penalty: 3150.269531
	Iteration 23Q: 3 clusters Score -1964653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1964656.625000 Penalty: 3150.269531
	Iteration 24Q: 3 clusters Score -1964657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1964657.250000 Penalty: 3150.269531
	Iteration 25Q: 3 clusters Score -1964657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1964662.375000 Penalty: 3150.269531
	Iteration 26Q: 3 clusters Score -1964662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1964666.875000 Penalty: 3150.269531
	Iteration 27Q: 3 clusters Score -1964667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1964668.500000 Penalty: 3150.269531
	Iteration 28Q: 3 clusters Score -1964668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1964669.875000 Penalty: 3150.269531
	Iteration 29Q: 3 clusters Score -1964670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1964673.875000 Penalty: 3150.269531
	Iteration 30Q: 3 clusters Score -1964674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1964675.250000 Penalty: 3150.269531
	Iteration 31Q: 3 clusters Score -1964675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1964677.250000 Penalty: 3150.269531
	Iteration 32Q: 3 clusters Score -1964677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1964679.875000 Penalty: 3150.269531
	Iteration 33Q: 3 clusters Score -1964680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1964679.125000 Penalty: 3150.269531
	Iteration 34Q: 3 clusters Score -1964679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1964680.375000 Penalty: 3150.269531
	Iteration 35Q: 3 clusters Score -1964680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1964678.625000 Penalty: 3150.269531
	Iteration 36Q: 3 clusters Score -1964679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1964681.375000 Penalty: 3150.269531
	Iteration 37Q: 3 clusters Score -1964681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1964682.625000 Penalty: 3150.269531
	Iteration 38Q: 3 clusters Score -1964683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1964675.125000 Penalty: 3150.269531
	Iteration 39Q: 3 clusters Score -1964675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1964675.375000 Penalty: 3150.269531
	Iteration 40F: 3 clusters Score -1964675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1964674.750000 Penalty: 3150.269531
	Iteration 41Q: 3 clusters Score -1964675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1964675.250000 Penalty: 3150.269531
	Iteration 42Q: 3 clusters Score -1964675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1964676.125000 Penalty: 3150.269531
	Iteration 43Q: 3 clusters Score -1964676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1964676.125000 Penalty: 3150.269531
	Iteration 44F: 3 clusters Score -1964676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Entering Unmasked Estep 
Score: -3715270.250000 Penalty: 1674.319580
	Iteration 0F: 2 clusters Score -3715270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3697884.250000 Penalty: 3348.639160
	Iteration 0F: 3 clusters Score -3697884 nChanged 13821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3705498.500000 Penalty: 3348.639160
	Iteration 1F: 3 clusters Score -3705498 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3705870.750000 Penalty: 3348.639160
	Iteration 2Q: 3 clusters Score -3705871 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3706259.000000 Penalty: 3348.639160
	Iteration 3Q: 3 clusters Score -3706259 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3706684.000000 Penalty: 3348.639160
	Iteration 4Q: 3 clusters Score -3706684 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3707234.500000 Penalty: 3348.639160
	Iteration 5Q: 3 clusters Score -3707234 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3707994.000000 Penalty: 3348.639160
	Iteration 6F: 3 clusters Score -3707994 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3709008.750000 Penalty: 3348.639160
	Iteration 7F: 3 clusters Score -3709009 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3710595.000000 Penalty: 3348.639160
	Iteration 8F: 3 clusters Score -3710595 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3712185.250000 Penalty: 3348.639160
	Iteration 9F: 3 clusters Score -3712185 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3713472.000000 Penalty: 3348.639160
	Iteration 10F: 3 clusters Score -3713472 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3714168.750000 Penalty: 3348.639160
	Iteration 11Q: 3 clusters Score -3714169 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3714404.000000 Penalty: 3348.639160
	Iteration 12Q: 3 clusters Score -3714404 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3714479.000000 Penalty: 3348.639160
	Iteration 13Q: 3 clusters Score -3714479 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3714517.750000 Penalty: 3348.639160
	Iteration 14Q: 3 clusters Score -3714518 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3714503.250000 Penalty: 3348.639160
	Iteration 15Q: 3 clusters Score -3714503 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3714516.500000 Penalty: 3348.639160
	Iteration 16Q: 3 clusters Score -3714516 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3714517.750000 Penalty: 3348.639160
	Iteration 17Q: 3 clusters Score -3714518 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3714519.000000 Penalty: 3348.639160
	Iteration 18Q: 3 clusters Score -3714519 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3714506.500000 Penalty: 3348.639160
	Iteration 19Q: 3 clusters Score -3714506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -3714501.500000 Penalty: 3348.639160
	Iteration 20F: 3 clusters Score -3714502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3714488.250000 Penalty: 3348.639160
	Iteration 21Q: 3 clusters Score -3714488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3714487.750000 Penalty: 3348.639160
	Iteration 22Q: 3 clusters Score -3714488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3714470.500000 Penalty: 3348.639160
	Iteration 23Q: 3 clusters Score -3714470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3714453.500000 Penalty: 3348.639160
	Iteration 24Q: 3 clusters Score -3714454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3714450.500000 Penalty: 3348.639160
	Iteration 25Q: 3 clusters Score -3714450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3714442.500000 Penalty: 3348.639160
	Iteration 26Q: 3 clusters Score -3714442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3714436.250000 Penalty: 3348.639160
	Iteration 27Q: 3 clusters Score -3714436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3714429.250000 Penalty: 3348.639160
	Iteration 28Q: 3 clusters Score -3714429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3714421.000000 Penalty: 3348.639160
	Iteration 29Q: 3 clusters Score -3714421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3714417.250000 Penalty: 3348.639160
	Iteration 30Q: 3 clusters Score -3714417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3714416.750000 Penalty: 3348.639160
	Iteration 31Q: 3 clusters Score -3714417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3714404.500000 Penalty: 3348.639160
	Iteration 32Q: 3 clusters Score -3714404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3714403.750000 Penalty: 3348.639160
	Iteration 33Q: 3 clusters Score -3714404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3714389.250000 Penalty: 3348.639160
	Iteration 34Q: 3 clusters Score -3714389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3714398.750000 Penalty: 3348.639160
	Iteration 35Q: 3 clusters Score -3714399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -3714379.750000 Penalty: 3348.639160
	Iteration 36Q: 3 clusters Score -3714380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3714374.000000 Penalty: 3348.639160
	Iteration 37Q: 3 clusters Score -3714374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3714374.500000 Penalty: 3348.639160
	Iteration 38Q: 3 clusters Score -3714374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -3714368.000000 Penalty: 3348.639160
	Iteration 39Q: 3 clusters Score -3714368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3714363.250000 Penalty: 3348.639160
	Iteration 40F: 3 clusters Score -3714363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3714358.750000 Penalty: 3348.639160
	Iteration 41Q: 3 clusters Score -3714359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3714348.750000 Penalty: 3348.639160
	Iteration 42Q: 3 clusters Score -3714349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3714345.250000 Penalty: 3348.639160
	Iteration 43Q: 3 clusters Score -3714345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3714338.500000 Penalty: 3348.639160
	Iteration 44Q: 3 clusters Score -3714338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3714339.500000 Penalty: 3348.639160
	Iteration 45Q: 3 clusters Score -3714340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3714327.750000 Penalty: 3348.639160
	Iteration 46Q: 3 clusters Score -3714328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3714307.750000 Penalty: 3348.639160
	Iteration 47Q: 3 clusters Score -3714308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3714297.750000 Penalty: 3348.639160
	Iteration 48Q: 3 clusters Score -3714298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3714295.250000 Penalty: 3348.639160
	Iteration 49Q: 3 clusters Score -3714295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3714298.000000 Penalty: 3348.639160
	Iteration 50Q: 3 clusters Score -3714298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3714291.250000 Penalty: 3348.639160
	Iteration 51Q: 3 clusters Score -3714291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3714286.500000 Penalty: 3348.639160
	Iteration 52Q: 3 clusters Score -3714286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3714284.750000 Penalty: 3348.639160
	Iteration 53Q: 3 clusters Score -3714285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3714285.750000 Penalty: 3348.639160
	Iteration 54Q: 3 clusters Score -3714286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3714286.000000 Penalty: 3348.639160
	Iteration 55Q: 3 clusters Score -3714286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3714286.000000 Penalty: 3348.639160
	Iteration 56Q: 3 clusters Score -3714286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3714290.750000 Penalty: 3348.639160
	Iteration 57Q: 3 clusters Score -3714291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3714286.000000 Penalty: 3348.639160
	Iteration 58Q: 3 clusters Score -3714286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -3714288.250000 Penalty: 3348.639160
	Iteration 59Q: 3 clusters Score -3714288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3714285.500000 Penalty: 3348.639160
	Iteration 60F: 3 clusters Score -3714286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3714281.500000 Penalty: 3348.639160
	Iteration 61Q: 3 clusters Score -3714282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3714283.000000 Penalty: 3348.639160
	Iteration 62Q: 3 clusters Score -3714283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3714276.500000 Penalty: 3348.639160
	Iteration 63Q: 3 clusters Score -3714276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3714274.750000 Penalty: 3348.639160
	Iteration 64Q: 3 clusters Score -3714275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3714275.250000 Penalty: 3348.639160
	Iteration 65Q: 3 clusters Score -3714275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3714276.750000 Penalty: 3348.639160
	Iteration 66Q: 3 clusters Score -3714277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3714273.750000 Penalty: 3348.639160
	Iteration 67Q: 3 clusters Score -3714274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3714274.250000 Penalty: 3348.639160
	Iteration 68Q: 3 clusters Score -3714274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3714275.750000 Penalty: 3348.639160
	Iteration 69Q: 3 clusters Score -3714276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3714269.750000 Penalty: 3348.639160
	Iteration 70Q: 3 clusters Score -3714270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3714266.000000 Penalty: 3348.639160
	Iteration 71Q: 3 clusters Score -3714266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3714262.500000 Penalty: 3348.639160
	Iteration 72Q: 3 clusters Score -3714262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3714257.250000 Penalty: 3348.639160
	Iteration 73Q: 3 clusters Score -3714257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3714258.750000 Penalty: 3348.639160
	Iteration 74Q: 3 clusters Score -3714259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3714259.750000 Penalty: 3348.639160
	Iteration 75Q: 3 clusters Score -3714260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3714261.250000 Penalty: 3348.639160
	Iteration 76Q: 3 clusters Score -3714261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3714261.250000 Penalty: 3348.639160
	Iteration 77F: 3 clusters Score -3714261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Entering Unmasked Estep 
Score: -3100736.000000 Penalty: 1647.039917
	Iteration 0F: 2 clusters Score -3100736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3084045.250000 Penalty: 3294.079834
	Iteration 0F: 3 clusters Score -3084045 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3090539.000000 Penalty: 3294.079834
	Iteration 1F: 3 clusters Score -3090539 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3090979.500000 Penalty: 3294.079834
	Iteration 2Q: 3 clusters Score -3090980 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3091416.250000 Penalty: 3294.079834
	Iteration 3Q: 3 clusters Score -3091416 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3091958.500000 Penalty: 3294.079834
	Iteration 4Q: 3 clusters Score -3091958 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3092739.000000 Penalty: 3294.079834
	Iteration 5F: 3 clusters Score -3092739 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3093875.250000 Penalty: 3294.079834
	Iteration 6F: 3 clusters Score -3093875 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3095202.000000 Penalty: 3294.079834
	Iteration 7F: 3 clusters Score -3095202 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3096538.500000 Penalty: 3294.079834
	Iteration 8F: 3 clusters Score -3096538 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3097481.500000 Penalty: 3294.079834
	Iteration 9F: 3 clusters Score -3097482 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3098145.000000 Penalty: 3294.079834
	Iteration 10Q: 3 clusters Score -3098145 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -3098616.750000 Penalty: 3294.079834
	Iteration 11Q: 3 clusters Score -3098617 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3098961.500000 Penalty: 3294.079834
	Iteration 12Q: 3 clusters Score -3098962 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3099277.750000 Penalty: 3294.079834
	Iteration 13Q: 3 clusters Score -3099278 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -3099565.500000 Penalty: 3294.079834
	Iteration 14Q: 3 clusters Score -3099566 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3099922.250000 Penalty: 3294.079834
	Iteration 15Q: 3 clusters Score -3099922 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3100404.750000 Penalty: 3294.079834
	Iteration 16Q: 3 clusters Score -3100405 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3100880.000000 Penalty: 3294.079834
	Iteration 17Q: 3 clusters Score -3100880 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3101079.750000 Penalty: 3294.079834
	Iteration 18Q: 3 clusters Score -3101080 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3101171.500000 Penalty: 3294.079834
	Iteration 19Q: 3 clusters Score -3101172 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3101212.500000 Penalty: 3294.079834
	Iteration 20F: 3 clusters Score -3101212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3101232.250000 Penalty: 3294.079834
	Iteration 21Q: 3 clusters Score -3101232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3101243.000000 Penalty: 3294.079834
	Iteration 22Q: 3 clusters Score -3101243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3101251.250000 Penalty: 3294.079834
	Iteration 23Q: 3 clusters Score -3101251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3101257.000000 Penalty: 3294.079834
	Iteration 24Q: 3 clusters Score -3101257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3101243.750000 Penalty: 3294.079834
	Iteration 25Q: 3 clusters Score -3101244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3101249.750000 Penalty: 3294.079834
	Iteration 26Q: 3 clusters Score -3101250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3101257.000000 Penalty: 3294.079834
	Iteration 27Q: 3 clusters Score -3101257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3101252.000000 Penalty: 3294.079834
	Iteration 28Q: 3 clusters Score -3101252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3101251.750000 Penalty: 3294.079834
	Iteration 29Q: 3 clusters Score -3101252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3101251.750000 Penalty: 3294.079834
	Iteration 30Q: 3 clusters Score -3101252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -3101254.500000 Penalty: 3294.079834
	Iteration 31Q: 3 clusters Score -3101254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3101254.500000 Penalty: 3294.079834
	Iteration 32Q: 3 clusters Score -3101254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3101255.750000 Penalty: 3294.079834
	Iteration 33Q: 3 clusters Score -3101256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3101253.000000 Penalty: 3294.079834
	Iteration 34Q: 3 clusters Score -3101253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3101260.750000 Penalty: 3294.079834
	Iteration 35Q: 3 clusters Score -3101261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3101260.750000 Penalty: 3294.079834
	Iteration 36F: 3 clusters Score -3101261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 22225 members 
Mstep: Class 5 contains 29837 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 5028 members 
Mstep: Class 8 contains 14575 members 
Mstep: Class 9 contains 47915 members 
Mstep: Class 11 contains 19791 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 23709 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1471 members 
Mstep: Class 18 contains 35093 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
Score: -26426538.000000 Penalty: 27982.333984
Splitting cluster 6 changes total score from -26426048.000000 to -26426538.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -623414.125000 Penalty: 1384.951294
	Iteration 0F: 2 clusters Score -623414.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -619346.750000 Penalty: 2769.902588
	Iteration 0F: 3 clusters Score -619346.8 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -620411.562500 Penalty: 2769.902588
	Iteration 1F: 3 clusters Score -620411.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -620572.937500 Penalty: 2769.902588
	Iteration 2F: 3 clusters Score -620572.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -620699.750000 Penalty: 2769.902588
	Iteration 3F: 3 clusters Score -620699.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -620792.000000 Penalty: 2769.902588
	Iteration 4Q: 3 clusters Score -620792 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -620866.062500 Penalty: 2769.902588
	Iteration 5Q: 3 clusters Score -620866.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -620935.687500 Penalty: 2769.902588
	Iteration 6Q: 3 clusters Score -620935.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -620991.687500 Penalty: 2769.902588
	Iteration 7Q: 3 clusters Score -620991.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -621046.625000 Penalty: 2769.902588
	Iteration 8Q: 3 clusters Score -621046.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -621106.250000 Penalty: 2769.902588
	Iteration 9Q: 3 clusters Score -621106.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -621194.375000 Penalty: 2769.902588
	Iteration 10Q: 3 clusters Score -621194.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -621269.375000 Penalty: 2769.902588
	Iteration 11Q: 3 clusters Score -621269.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -621348.250000 Penalty: 2769.902588
	Iteration 12Q: 3 clusters Score -621348.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -621442.875000 Penalty: 2769.902588
	Iteration 13Q: 3 clusters Score -621442.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -621537.812500 Penalty: 2769.902588
	Iteration 14Q: 3 clusters Score -621537.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -621629.687500 Penalty: 2769.902588
	Iteration 15Q: 3 clusters Score -621629.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -621709.750000 Penalty: 2769.902588
	Iteration 16Q: 3 clusters Score -621709.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -621792.687500 Penalty: 2769.902588
	Iteration 17Q: 3 clusters Score -621792.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -621867.562500 Penalty: 2769.902588
	Iteration 18Q: 3 clusters Score -621867.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -621939.562500 Penalty: 2769.902588
	Iteration 19Q: 3 clusters Score -621939.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -622017.750000 Penalty: 2769.902588
	Iteration 20F: 3 clusters Score -622017.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -622070.625000 Penalty: 2769.902588
	Iteration 21Q: 3 clusters Score -622070.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -622105.812500 Penalty: 2769.902588
	Iteration 22Q: 3 clusters Score -622105.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -622138.750000 Penalty: 2769.902588
	Iteration 23Q: 3 clusters Score -622138.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -622167.312500 Penalty: 2769.902588
	Iteration 24Q: 3 clusters Score -622167.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -622182.062500 Penalty: 2769.902588
	Iteration 25Q: 3 clusters Score -622182.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -622193.562500 Penalty: 2769.902588
	Iteration 26Q: 3 clusters Score -622193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -622196.437500 Penalty: 2769.902588
	Iteration 27Q: 3 clusters Score -622196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -622199.312500 Penalty: 2769.902588
	Iteration 28Q: 3 clusters Score -622199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -622204.375000 Penalty: 2769.902588
	Iteration 29Q: 3 clusters Score -622204.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -622207.750000 Penalty: 2769.902588
	Iteration 30Q: 3 clusters Score -622207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -622212.375000 Penalty: 2769.902588
	Iteration 31Q: 3 clusters Score -622212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -622219.125000 Penalty: 2769.902588
	Iteration 32Q: 3 clusters Score -622219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -622225.437500 Penalty: 2769.902588
	Iteration 33Q: 3 clusters Score -622225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -622229.187500 Penalty: 2769.902588
	Iteration 34Q: 3 clusters Score -622229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -622233.062500 Penalty: 2769.902588
	Iteration 35Q: 3 clusters Score -622233.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -622239.687500 Penalty: 2769.902588
	Iteration 36Q: 3 clusters Score -622239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -622248.125000 Penalty: 2769.902588
	Iteration 37Q: 3 clusters Score -622248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -622252.250000 Penalty: 2769.902588
	Iteration 38Q: 3 clusters Score -622252.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -622258.812500 Penalty: 2769.902588
	Iteration 39Q: 3 clusters Score -622258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -622260.375000 Penalty: 2769.902588
	Iteration 40F: 3 clusters Score -622260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -622260.937500 Penalty: 2769.902588
	Iteration 41Q: 3 clusters Score -622260.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -622260.937500 Penalty: 2769.902588
	Iteration 42F: 3 clusters Score -622260.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Entering Unmasked Estep 
Score: -1717511.875000 Penalty: 1557.897705
	Iteration 0F: 2 clusters Score -1717512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1707432.875000 Penalty: 3115.795410
	Iteration 0F: 3 clusters Score -1707433 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1711044.375000 Penalty: 3115.795410
	Iteration 1F: 3 clusters Score -1711044 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1711553.125000 Penalty: 3115.795410
	Iteration 2F: 3 clusters Score -1711553 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1712171.125000 Penalty: 3115.795410
	Iteration 3F: 3 clusters Score -1712171 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1712921.125000 Penalty: 3115.795410
	Iteration 4F: 3 clusters Score -1712921 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1713730.250000 Penalty: 3115.795410
	Iteration 5F: 3 clusters Score -1713730 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1714514.625000 Penalty: 3115.795410
	Iteration 6F: 3 clusters Score -1714515 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1715156.125000 Penalty: 3115.795410
	Iteration 7F: 3 clusters Score -1715156 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1715544.125000 Penalty: 3115.795410
	Iteration 8Q: 3 clusters Score -1715544 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1715722.375000 Penalty: 3115.795410
	Iteration 9Q: 3 clusters Score -1715722 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1715812.250000 Penalty: 3115.795410
	Iteration 10Q: 3 clusters Score -1715812 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1715869.250000 Penalty: 3115.795410
	Iteration 11Q: 3 clusters Score -1715869 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1715905.500000 Penalty: 3115.795410
	Iteration 12Q: 3 clusters Score -1715906 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1715929.250000 Penalty: 3115.795410
	Iteration 13Q: 3 clusters Score -1715929 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1715943.125000 Penalty: 3115.795410
	Iteration 14Q: 3 clusters Score -1715943 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1715961.375000 Penalty: 3115.795410
	Iteration 15Q: 3 clusters Score -1715961 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1715969.750000 Penalty: 3115.795410
	Iteration 16Q: 3 clusters Score -1715970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1715985.375000 Penalty: 3115.795410
	Iteration 17Q: 3 clusters Score -1715985 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1716007.125000 Penalty: 3115.795410
	Iteration 18Q: 3 clusters Score -1716007 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1716031.000000 Penalty: 3115.795410
	Iteration 19Q: 3 clusters Score -1716031 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1716060.250000 Penalty: 3115.795410
	Iteration 20F: 3 clusters Score -1716060 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1716085.875000 Penalty: 3115.795410
	Iteration 21Q: 3 clusters Score -1716086 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1716127.125000 Penalty: 3115.795410
	Iteration 22Q: 3 clusters Score -1716127 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1716190.125000 Penalty: 3115.795410
	Iteration 23Q: 3 clusters Score -1716190 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1716292.500000 Penalty: 3115.795410
	Iteration 24Q: 3 clusters Score -1716292 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1716400.250000 Penalty: 3115.795410
	Iteration 25Q: 3 clusters Score -1716400 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1716496.875000 Penalty: 3115.795410
	Iteration 26Q: 3 clusters Score -1716497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1716629.375000 Penalty: 3115.795410
	Iteration 27Q: 3 clusters Score -1716629 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1716727.625000 Penalty: 3115.795410
	Iteration 28Q: 3 clusters Score -1716728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1716773.375000 Penalty: 3115.795410
	Iteration 29Q: 3 clusters Score -1716773 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1716799.250000 Penalty: 3115.795410
	Iteration 30Q: 3 clusters Score -1716799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1716809.125000 Penalty: 3115.795410
	Iteration 31Q: 3 clusters Score -1716809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1716822.750000 Penalty: 3115.795410
	Iteration 32Q: 3 clusters Score -1716823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1716828.750000 Penalty: 3115.795410
	Iteration 33Q: 3 clusters Score -1716829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1716831.000000 Penalty: 3115.795410
	Iteration 34Q: 3 clusters Score -1716831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1716835.625000 Penalty: 3115.795410
	Iteration 35Q: 3 clusters Score -1716836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1716840.750000 Penalty: 3115.795410
	Iteration 36Q: 3 clusters Score -1716841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1716844.125000 Penalty: 3115.795410
	Iteration 37Q: 3 clusters Score -1716844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1716845.500000 Penalty: 3115.795410
	Iteration 38Q: 3 clusters Score -1716846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1716845.375000 Penalty: 3115.795410
	Iteration 39Q: 3 clusters Score -1716845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1716851.375000 Penalty: 3115.795410
	Iteration 40F: 3 clusters Score -1716851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1716851.000000 Penalty: 3115.795410
	Iteration 41Q: 3 clusters Score -1716851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1716851.375000 Penalty: 3115.795410
	Iteration 42Q: 3 clusters Score -1716851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1716851.875000 Penalty: 3115.795410
	Iteration 43Q: 3 clusters Score -1716852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1716853.875000 Penalty: 3115.795410
	Iteration 44Q: 3 clusters Score -1716854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1716855.000000 Penalty: 3115.795410
	Iteration 45Q: 3 clusters Score -1716855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1716855.375000 Penalty: 3115.795410
	Iteration 46Q: 3 clusters Score -1716855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1716855.375000 Penalty: 3115.795410
	Iteration 47F: 3 clusters Score -1716855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Entering Unmasked Estep 
Score: -5802458.000000 Penalty: 1751.292358
	Iteration 0F: 2 clusters Score -5802458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -5776565.500000 Penalty: 3502.584717
	Iteration 0F: 3 clusters Score -5776566 nChanged 22385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -5789068.500000 Penalty: 3502.584717
	Iteration 1F: 3 clusters Score -5789068 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -5789476.500000 Penalty: 3502.584717
	Iteration 2Q: 3 clusters Score -5789476 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -5789899.500000 Penalty: 3502.584717
	Iteration 3Q: 3 clusters Score -5789900 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -5790568.500000 Penalty: 3502.584717
	Iteration 4Q: 3 clusters Score -5790568 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -5791391.000000 Penalty: 3502.584717
	Iteration 5Q: 3 clusters Score -5791391 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -5792273.000000 Penalty: 3502.584717
	Iteration 6Q: 3 clusters Score -5792273 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5793214.500000 Penalty: 3502.584717
	Iteration 7Q: 3 clusters Score -5793214 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -5794221.000000 Penalty: 3502.584717
	Iteration 8F: 3 clusters Score -5794221 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5795129.500000 Penalty: 3502.584717
	Iteration 9F: 3 clusters Score -5795130 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -5795861.500000 Penalty: 3502.584717
	Iteration 10Q: 3 clusters Score -5795862 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -5796259.500000 Penalty: 3502.584717
	Iteration 11Q: 3 clusters Score -5796260 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -5796447.500000 Penalty: 3502.584717
	Iteration 12Q: 3 clusters Score -5796448 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -5796387.500000 Penalty: 3502.584717
	Iteration 13Q: 3 clusters Score -5796388 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -5796232.500000 Penalty: 3502.584717
	Iteration 14Q: 3 clusters Score -5796232 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -5795962.000000 Penalty: 3502.584717
	Iteration 15Q: 3 clusters Score -5795962 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -5795712.000000 Penalty: 3502.584717
	Iteration 16Q: 3 clusters Score -5795712 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5795510.000000 Penalty: 3502.584717
	Iteration 17Q: 3 clusters Score -5795510 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -5795373.000000 Penalty: 3502.584717
	Iteration 18Q: 3 clusters Score -5795373 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -5795367.000000 Penalty: 3502.584717
	Iteration 19Q: 3 clusters Score -5795367 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -5795469.500000 Penalty: 3502.584717
	Iteration 20F: 3 clusters Score -5795470 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -5795691.500000 Penalty: 3502.584717
	Iteration 21Q: 3 clusters Score -5795692 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -5796112.000000 Penalty: 3502.584717
	Iteration 22Q: 3 clusters Score -5796112 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5796755.000000 Penalty: 3502.584717
	Iteration 23Q: 3 clusters Score -5796755 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -5797730.000000 Penalty: 3502.584717
	Iteration 24Q: 3 clusters Score -5797730 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -5798514.000000 Penalty: 3502.584717
	Iteration 25Q: 3 clusters Score -5798514 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -5799175.500000 Penalty: 3502.584717
	Iteration 26Q: 3 clusters Score -5799176 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5800102.000000 Penalty: 3502.584717
	Iteration 27Q: 3 clusters Score -5800102 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -5800971.000000 Penalty: 3502.584717
	Iteration 28Q: 3 clusters Score -5800971 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -5801391.000000 Penalty: 3502.584717
	Iteration 29Q: 3 clusters Score -5801391 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -5801587.500000 Penalty: 3502.584717
	Iteration 30Q: 3 clusters Score -5801588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -5801683.500000 Penalty: 3502.584717
	Iteration 31Q: 3 clusters Score -5801684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -5801754.000000 Penalty: 3502.584717
	Iteration 32Q: 3 clusters Score -5801754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -5801770.000000 Penalty: 3502.584717
	Iteration 33Q: 3 clusters Score -5801770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -5801787.500000 Penalty: 3502.584717
	Iteration 34Q: 3 clusters Score -5801788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -5801796.000000 Penalty: 3502.584717
	Iteration 35Q: 3 clusters Score -5801796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -5801810.500000 Penalty: 3502.584717
	Iteration 36Q: 3 clusters Score -5801810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -5801818.000000 Penalty: 3502.584717
	Iteration 37Q: 3 clusters Score -5801818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -5801826.500000 Penalty: 3502.584717
	Iteration 38Q: 3 clusters Score -5801826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -5801839.000000 Penalty: 3502.584717
	Iteration 39Q: 3 clusters Score -5801839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -5801899.500000 Penalty: 3502.584717
	Iteration 40F: 3 clusters Score -5801900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -5801881.000000 Penalty: 3502.584717
	Iteration 41Q: 3 clusters Score -5801881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -5801872.000000 Penalty: 3502.584717
	Iteration 42Q: 3 clusters Score -5801872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -5801888.500000 Penalty: 3502.584717
	Iteration 43Q: 3 clusters Score -5801888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -5801903.500000 Penalty: 3502.584717
	Iteration 44Q: 3 clusters Score -5801904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -5801914.000000 Penalty: 3502.584717
	Iteration 45Q: 3 clusters Score -5801914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -5801923.000000 Penalty: 3502.584717
	Iteration 46Q: 3 clusters Score -5801923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -5801918.000000 Penalty: 3502.584717
	Iteration 47Q: 3 clusters Score -5801918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -5801927.000000 Penalty: 3502.584717
	Iteration 48Q: 3 clusters Score -5801927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -5801931.000000 Penalty: 3502.584717
	Iteration 49Q: 3 clusters Score -5801931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -5801934.500000 Penalty: 3502.584717
	Iteration 50Q: 3 clusters Score -5801934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -5801937.500000 Penalty: 3502.584717
	Iteration 51Q: 3 clusters Score -5801938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -5801943.000000 Penalty: 3502.584717
	Iteration 52F: 3 clusters Score -5801943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -5801953.000000 Penalty: 3502.584717
	Iteration 53Q: 3 clusters Score -5801953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -5801969.000000 Penalty: 3502.584717
	Iteration 54Q: 3 clusters Score -5801969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -5801969.000000 Penalty: 3502.584717
	Iteration 55Q: 3 clusters Score -5801969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -5801978.000000 Penalty: 3502.584717
	Iteration 56Q: 3 clusters Score -5801978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -5801985.500000 Penalty: 3502.584717
	Iteration 57Q: 3 clusters Score -5801986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -5801985.500000 Penalty: 3502.584717
	Iteration 58F: 3 clusters Score -5801986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Entering Unmasked Estep 
Score: -2412025.500000 Penalty: 1607.609619
	Iteration 0F: 2 clusters Score -2412026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2398540.250000 Penalty: 3215.219238
	Iteration 0F: 3 clusters Score -2398540 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2403321.750000 Penalty: 3215.219238
	Iteration 1F: 3 clusters Score -2403322 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2403767.000000 Penalty: 3215.219238
	Iteration 2F: 3 clusters Score -2403767 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2404226.500000 Penalty: 3215.219238
	Iteration 3F: 3 clusters Score -2404226 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2404750.750000 Penalty: 3215.219238
	Iteration 4F: 3 clusters Score -2404751 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2405424.750000 Penalty: 3215.219238
	Iteration 5F: 3 clusters Score -2405425 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2406282.250000 Penalty: 3215.219238
	Iteration 6F: 3 clusters Score -2406282 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2407262.500000 Penalty: 3215.219238
	Iteration 7F: 3 clusters Score -2407262 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2408128.750000 Penalty: 3215.219238
	Iteration 8F: 3 clusters Score -2408129 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2408895.250000 Penalty: 3215.219238
	Iteration 9Q: 3 clusters Score -2408895 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2409466.250000 Penalty: 3215.219238
	Iteration 10Q: 3 clusters Score -2409466 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2409864.750000 Penalty: 3215.219238
	Iteration 11Q: 3 clusters Score -2409865 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2410096.500000 Penalty: 3215.219238
	Iteration 12Q: 3 clusters Score -2410096 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2410222.250000 Penalty: 3215.219238
	Iteration 13Q: 3 clusters Score -2410222 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2410333.500000 Penalty: 3215.219238
	Iteration 14Q: 3 clusters Score -2410334 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2410412.750000 Penalty: 3215.219238
	Iteration 15Q: 3 clusters Score -2410413 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2410476.250000 Penalty: 3215.219238
	Iteration 16Q: 3 clusters Score -2410476 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2410536.000000 Penalty: 3215.219238
	Iteration 17Q: 3 clusters Score -2410536 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2410573.250000 Penalty: 3215.219238
	Iteration 18Q: 3 clusters Score -2410573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2410609.000000 Penalty: 3215.219238
	Iteration 19Q: 3 clusters Score -2410609 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2410648.250000 Penalty: 3215.219238
	Iteration 20F: 3 clusters Score -2410648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2410672.500000 Penalty: 3215.219238
	Iteration 21Q: 3 clusters Score -2410672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2410696.000000 Penalty: 3215.219238
	Iteration 22Q: 3 clusters Score -2410696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2410715.750000 Penalty: 3215.219238
	Iteration 23Q: 3 clusters Score -2410716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2410721.500000 Penalty: 3215.219238
	Iteration 24Q: 3 clusters Score -2410722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2410732.000000 Penalty: 3215.219238
	Iteration 25Q: 3 clusters Score -2410732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2410741.000000 Penalty: 3215.219238
	Iteration 26Q: 3 clusters Score -2410741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2410752.000000 Penalty: 3215.219238
	Iteration 27Q: 3 clusters Score -2410752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2410764.000000 Penalty: 3215.219238
	Iteration 28Q: 3 clusters Score -2410764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2410778.000000 Penalty: 3215.219238
	Iteration 29Q: 3 clusters Score -2410778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2410791.250000 Penalty: 3215.219238
	Iteration 30Q: 3 clusters Score -2410791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2410800.500000 Penalty: 3215.219238
	Iteration 31Q: 3 clusters Score -2410800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2410806.500000 Penalty: 3215.219238
	Iteration 32Q: 3 clusters Score -2410806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2410810.750000 Penalty: 3215.219238
	Iteration 33Q: 3 clusters Score -2410811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2410812.500000 Penalty: 3215.219238
	Iteration 34Q: 3 clusters Score -2410812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2410824.500000 Penalty: 3215.219238
	Iteration 35Q: 3 clusters Score -2410824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2410829.750000 Penalty: 3215.219238
	Iteration 36Q: 3 clusters Score -2410830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2410832.250000 Penalty: 3215.219238
	Iteration 37Q: 3 clusters Score -2410832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2410834.000000 Penalty: 3215.219238
	Iteration 38Q: 3 clusters Score -2410834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2410839.500000 Penalty: 3215.219238
	Iteration 39Q: 3 clusters Score -2410840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2410844.000000 Penalty: 3215.219238
	Iteration 40F: 3 clusters Score -2410844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2410840.750000 Penalty: 3215.219238
	Iteration 41Q: 3 clusters Score -2410841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2410844.000000 Penalty: 3215.219238
	Iteration 42Q: 3 clusters Score -2410844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2410843.500000 Penalty: 3215.219238
	Iteration 43Q: 3 clusters Score -2410844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2410844.500000 Penalty: 3215.219238
	Iteration 44Q: 3 clusters Score -2410844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2410844.500000 Penalty: 3215.219238
	Iteration 45F: 3 clusters Score -2410844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53715.648438 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53715.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52793.042969 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52793.04 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52901.765625 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52901.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52947.210938 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -52947.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52960.878906 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52960.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52967.691406 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52967.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52967.691406 Penalty: 1884.705200
	Iteration 5F: 3 clusters Score -52967.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Entering Unmasked Estep 
Score: -2917455.250000 Penalty: 1636.961670
	Iteration 0F: 2 clusters Score -2917455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2901489.000000 Penalty: 3273.923340
	Iteration 0F: 3 clusters Score -2901489 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2907394.750000 Penalty: 3273.923340
	Iteration 1F: 3 clusters Score -2907395 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2907768.000000 Penalty: 3273.923340
	Iteration 2Q: 3 clusters Score -2907768 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2908144.000000 Penalty: 3273.923340
	Iteration 3Q: 3 clusters Score -2908144 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2908612.500000 Penalty: 3273.923340
	Iteration 4Q: 3 clusters Score -2908612 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2909315.250000 Penalty: 3273.923340
	Iteration 5F: 3 clusters Score -2909315 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2910272.000000 Penalty: 3273.923340
	Iteration 6F: 3 clusters Score -2910272 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2911403.750000 Penalty: 3273.923340
	Iteration 7F: 3 clusters Score -2911404 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2912696.250000 Penalty: 3273.923340
	Iteration 8F: 3 clusters Score -2912696 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2913936.250000 Penalty: 3273.923340
	Iteration 9F: 3 clusters Score -2913936 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2914866.000000 Penalty: 3273.923340
	Iteration 10Q: 3 clusters Score -2914866 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2915458.500000 Penalty: 3273.923340
	Iteration 11Q: 3 clusters Score -2915458 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2915809.250000 Penalty: 3273.923340
	Iteration 12Q: 3 clusters Score -2915809 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2915976.000000 Penalty: 3273.923340
	Iteration 13Q: 3 clusters Score -2915976 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2916052.500000 Penalty: 3273.923340
	Iteration 14Q: 3 clusters Score -2916052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2916098.500000 Penalty: 3273.923340
	Iteration 15Q: 3 clusters Score -2916098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2916119.500000 Penalty: 3273.923340
	Iteration 16Q: 3 clusters Score -2916120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -2916135.500000 Penalty: 3273.923340
	Iteration 17Q: 3 clusters Score -2916136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2916151.750000 Penalty: 3273.923340
	Iteration 18Q: 3 clusters Score -2916152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2916157.250000 Penalty: 3273.923340
	Iteration 19Q: 3 clusters Score -2916157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2916163.250000 Penalty: 3273.923340
	Iteration 20F: 3 clusters Score -2916163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2916167.000000 Penalty: 3273.923340
	Iteration 21Q: 3 clusters Score -2916167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2916165.500000 Penalty: 3273.923340
	Iteration 22Q: 3 clusters Score -2916166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -2916167.750000 Penalty: 3273.923340
	Iteration 23Q: 3 clusters Score -2916168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -2916169.250000 Penalty: 3273.923340
	Iteration 24Q: 3 clusters Score -2916169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2916167.500000 Penalty: 3273.923340
	Iteration 25Q: 3 clusters Score -2916168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2916171.000000 Penalty: 3273.923340
	Iteration 26Q: 3 clusters Score -2916171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2916173.750000 Penalty: 3273.923340
	Iteration 27Q: 3 clusters Score -2916174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2916173.750000 Penalty: 3273.923340
	Iteration 28F: 3 clusters Score -2916174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -16051.620117 Penalty: 814.228271
	Iteration 0F: 2 clusters Score -16051.62 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 78 members 
Entering Unmasked Estep 
Score: -15449.457031 Penalty: 1628.456543
	Iteration 0F: 3 clusters Score -15449.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15522.787109 Penalty: 1628.456543
	Iteration 1F: 3 clusters Score -15522.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15540.706055 Penalty: 1628.456543
	Iteration 2Q: 3 clusters Score -15540.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15540.706055 Penalty: 1628.456543
	Iteration 3F: 3 clusters Score -15540.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -163227.531250 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -163227.5 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 748 members 
Entering Unmasked Estep 
Score: -161643.531250 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -161643.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -162989.484375 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -162989.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -164509.140625 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -164509.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -165093.500000 Penalty: 2370.451904
	Iteration 3F: 3 clusters Score -165093.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -165165.171875 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -165165.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -165180.062500 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -165180.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -165187.140625 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -165187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -165187.140625 Penalty: 2370.451904
	Iteration 7F: 3 clusters Score -165187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 22225 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 5 contains 29837 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 5028 members 
Mstep: Class 8 contains 14575 members 
Mstep: Class 9 contains 47915 members 
Mstep: Class 11 contains 19791 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 23709 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 18 contains 35093 members 
Mstep: Class 19 contains 332 members 
Entering Unmasked Estep 
Score: -26427696.000000 Penalty: 29981.072266
Splitting cluster 17 changes total score from -26426048.000000 to -26427696.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 18 (35093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Entering Unmasked Estep 
Score: -4375512.500000 Penalty: 1700.685547
	Iteration 0F: 2 clusters Score -4375512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4356730.000000 Penalty: 3401.371094
	Iteration 0F: 3 clusters Score -4356730 nChanged 16274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4365748.500000 Penalty: 3401.371094
	Iteration 1F: 3 clusters Score -4365748 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -4366277.000000 Penalty: 3401.371094
	Iteration 2Q: 3 clusters Score -4366277 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -4367022.000000 Penalty: 3401.371094
	Iteration 3Q: 3 clusters Score -4367022 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -4368056.000000 Penalty: 3401.371094
	Iteration 4F: 3 clusters Score -4368056 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -4369295.000000 Penalty: 3401.371094
	Iteration 5F: 3 clusters Score -4369295 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -4370402.500000 Penalty: 3401.371094
	Iteration 6F: 3 clusters Score -4370402 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -4371534.500000 Penalty: 3401.371094
	Iteration 7F: 3 clusters Score -4371534 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -4372383.000000 Penalty: 3401.371094
	Iteration 8F: 3 clusters Score -4372383 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -4373046.500000 Penalty: 3401.371094
	Iteration 9Q: 3 clusters Score -4373046 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4373435.000000 Penalty: 3401.371094
	Iteration 10Q: 3 clusters Score -4373435 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -4373709.000000 Penalty: 3401.371094
	Iteration 11Q: 3 clusters Score -4373709 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -4373855.000000 Penalty: 3401.371094
	Iteration 12Q: 3 clusters Score -4373855 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -4373997.000000 Penalty: 3401.371094
	Iteration 13Q: 3 clusters Score -4373997 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -4374086.500000 Penalty: 3401.371094
	Iteration 14Q: 3 clusters Score -4374086 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -4374169.500000 Penalty: 3401.371094
	Iteration 15Q: 3 clusters Score -4374170 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -4374199.500000 Penalty: 3401.371094
	Iteration 16Q: 3 clusters Score -4374200 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -4374261.000000 Penalty: 3401.371094
	Iteration 17Q: 3 clusters Score -4374261 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -4374330.000000 Penalty: 3401.371094
	Iteration 18Q: 3 clusters Score -4374330 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -4374377.500000 Penalty: 3401.371094
	Iteration 19Q: 3 clusters Score -4374378 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4374422.000000 Penalty: 3401.371094
	Iteration 20F: 3 clusters Score -4374422 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4374465.000000 Penalty: 3401.371094
	Iteration 21Q: 3 clusters Score -4374465 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -4374509.500000 Penalty: 3401.371094
	Iteration 22Q: 3 clusters Score -4374510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4374548.500000 Penalty: 3401.371094
	Iteration 23Q: 3 clusters Score -4374548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -4374580.000000 Penalty: 3401.371094
	Iteration 24Q: 3 clusters Score -4374580 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4374609.500000 Penalty: 3401.371094
	Iteration 25Q: 3 clusters Score -4374610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -4374597.000000 Penalty: 3401.371094
	Iteration 26Q: 3 clusters Score -4374597 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -4374609.000000 Penalty: 3401.371094
	Iteration 27Q: 3 clusters Score -4374609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -4374630.500000 Penalty: 3401.371094
	Iteration 28Q: 3 clusters Score -4374630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4374632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4374641 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -4374635.500000 Penalty: 3401.371094
	Iteration 31Q: 3 clusters Score -4374636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -4374649.500000 Penalty: 3401.371094
	Iteration 32Q: 3 clusters Score -4374650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4374636.000000 Penalty: 3401.371094
	Iteration 33Q: 3 clusters Score -4374636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4374624.500000 Penalty: 3401.371094
	Iteration 34Q: 3 clusters Score -4374624 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4374624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -4374623.500000 Penalty: 3401.371094
	Iteration 36Q: 3 clusters Score -4374624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -4374647.500000 Penalty: 3401.371094
	Iteration 37Q: 3 clusters Score -4374648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -4374656.500000 Penalty: 3401.371094
	Iteration 38Q: 3 clusters Score -4374656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4374658.000000 Penalty: 3401.371094
	Iteration 39Q: 3 clusters Score -4374658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4374650.500000 Penalty: 3401.371094
	Iteration 40F: 3 clusters Score -4374650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4374647.500000 Penalty: 3401.371094
	Iteration 41Q: 3 clusters Score -4374648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -4374651.500000 Penalty: 3401.371094
	Iteration 42Q: 3 clusters Score -4374652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -4374666.500000 Penalty: 3401.371094
	Iteration 43Q: 3 clusters Score -4374666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -4374655.500000 Penalty: 3401.371094
	Iteration 44Q: 3 clusters Score -4374656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -4374651.500000 Penalty: 3401.371094
	Iteration 45Q: 3 clusters Score -4374652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4374660.000000 Penalty: 3401.371094
	Iteration 46Q: 3 clusters Score -4374660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -4374657.000000 Penalty: 3401.371094
	Iteration 47Q: 3 clusters Score -4374657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4374655.000000 Penalty: 3401.371094
	Iteration 48Q: 3 clusters Score -4374655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4374665.500000 Penalty: 3401.371094
	Iteration 49Q: 3 clusters Score -4374666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4374659.000000 Penalty: 3401.371094
	Iteration 50Q: 3 clusters Score -4374659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4374657.500000 Penalty: 3401.371094
	Iteration 51Q: 3 clusters Score -4374658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4374668.500000 Penalty: 3401.371094
	Iteration 52Q: 3 clusters Score -4374668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -4374677.000000 Penalty: 3401.371094
	Iteration 53Q: 3 clusters Score -4374677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4374681.500000 Penalty: 3401.371094
	Iteration 54Q: 3 clusters Score -4374682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4374674.500000 Penalty: 3401.371094
	Iteration 55Q: 3 clusters Score -4374674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4374684.000000 Penalty: 3401.371094
	Iteration 56Q: 3 clusters Score -4374684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4374678.500000 Penalty: 3401.371094
	Iteration 57Q: 3 clusters Score -4374678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4374678.500000 Penalty: 3401.371094
	Iteration 58Q: 3 clusters Score -4374678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4374681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4374672.000000 Penalty: 3401.371094
	Iteration 60F: 3 clusters Score -4374672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -4374669.500000 Penalty: 3401.371094
	Iteration 61Q: 3 clusters Score -4374670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4374669.500000 Penalty: 3401.371094
	Iteration 62Q: 3 clusters Score -4374670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -4374669.500000 Penalty: 3401.371094
	Iteration 63Q: 3 clusters Score -4374670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4374668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -4374680.000000 Penalty: 3401.371094
	Iteration 65Q: 3 clusters Score -4374680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4374684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4374675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4374660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4374665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4374667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4374659.000000 Penalty: 3401.371094
	Iteration 71Q: 3 clusters Score -4374659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -4374656.500000 Penalty: 3401.371094
	Iteration 72Q: 3 clusters Score -4374656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4374653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4374648.000000 Penalty: 3401.371094
	Iteration 74Q: 3 clusters Score -4374648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4374651.000000 Penalty: 3401.371094
	Iteration 75Q: 3 clusters Score -4374651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4374646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4374651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4374660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4374660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4374659.000000 Penalty: 3401.371094
	Iteration 80F: 3 clusters Score -4374659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4374660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4374647.500000 Penalty: 3401.371094
	Iteration 82Q: 3 clusters Score -4374648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -4374645.500000 Penalty: 3401.371094
	Iteration 83Q: 3 clusters Score -4374646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4374656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4374638.500000 Penalty: 3401.371094
	Iteration 85Q: 3 clusters Score -4374638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -4374644.500000 Penalty: 3401.371094
	Iteration 86Q: 3 clusters Score -4374644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4374654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4374646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -4374641.500000 Penalty: 3401.371094
	Iteration 89Q: 3 clusters Score -4374642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4374649.000000 Penalty: 3401.371094
	Iteration 90Q: 3 clusters Score -4374649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4374638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4374631.500000 Penalty: 3401.371094
	Iteration 92Q: 3 clusters Score -4374632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
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Entering Unmasked Estep 
Score: -4374626.000000 Penalty: 3401.371094
	Iteration 93Q: 3 clusters Score -4374626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4374626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4374648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4374660.000000 Penalty: 3401.371094
	Iteration 96Q: 3 clusters Score -4374660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4374656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4374664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4374666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4374670.000000 Penalty: 3401.371094
	Iteration 100F: 3 clusters Score -4374670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4374678.000000 Penalty: 3401.371094
	Iteration 101Q: 3 clusters Score -4374678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4374681.500000 Penalty: 3401.371094
	Iteration 102Q: 3 clusters Score -4374682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4374675.500000 Penalty: 3401.371094
	Iteration 103Q: 3 clusters Score -4374676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4374671.500000 Penalty: 3401.371094
	Iteration 104Q: 3 clusters Score -4374672 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4374665 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4374674 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31564 members 
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Entering Unmasked Estep 
Score: -4374668.500000 Penalty: 3401.371094
	Iteration 107Q: 3 clusters Score -4374668 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31589 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4374664 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31613 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4374640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4374640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
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Entering Unmasked Estep 
Score: -4374642.000000 Penalty: 3401.371094
	Iteration 111Q: 3 clusters Score -4374642 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31680 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4374656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4374651 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31735 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4374646 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31761 members 
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Entering Unmasked Estep 
Score: -4374636.500000 Penalty: 3401.371094
	Iteration 115Q: 3 clusters Score -4374636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4374643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4374628.000000 Penalty: 3401.371094
	Iteration 117Q: 3 clusters Score -4374628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
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Entering Unmasked Estep 
Score: -4374615.500000 Penalty: 3401.371094
	Iteration 118Q: 3 clusters Score -4374616 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4374617.000000 Penalty: 3401.371094
	Iteration 119Q: 3 clusters Score -4374617 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4374611.000000 Penalty: 3401.371094
	Iteration 120F: 3 clusters Score -4374611 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31850 members 
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Entering Unmasked Estep 
Score: -4374601.500000 Penalty: 3401.371094
	Iteration 121Q: 3 clusters Score -4374602 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4374606.500000 Penalty: 3401.371094
	Iteration 122Q: 3 clusters Score -4374606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4374602.500000 Penalty: 3401.371094
	Iteration 123Q: 3 clusters Score -4374602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4374598.500000 Penalty: 3401.371094
	Iteration 124Q: 3 clusters Score -4374598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4374598.500000 Penalty: 3401.371094
	Iteration 125Q: 3 clusters Score -4374598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4374602.500000 Penalty: 3401.371094
	Iteration 126Q: 3 clusters Score -4374602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4374595.500000 Penalty: 3401.371094
	Iteration 127Q: 3 clusters Score -4374596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4374600.500000 Penalty: 3401.371094
	Iteration 128Q: 3 clusters Score -4374600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4374598.500000 Penalty: 3401.371094
	Iteration 129Q: 3 clusters Score -4374598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4374603.500000 Penalty: 3401.371094
	Iteration 130Q: 3 clusters Score -4374604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4374610.000000 Penalty: 3401.371094
	Iteration 131Q: 3 clusters Score -4374610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4374615.500000 Penalty: 3401.371094
	Iteration 132Q: 3 clusters Score -4374616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4374612.500000 Penalty: 3401.371094
	Iteration 133Q: 3 clusters Score -4374612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4374619.500000 Penalty: 3401.371094
	Iteration 134Q: 3 clusters Score -4374620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4374617.500000 Penalty: 3401.371094
	Iteration 135Q: 3 clusters Score -4374618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4374616.000000 Penalty: 3401.371094
	Iteration 136Q: 3 clusters Score -4374616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4374616.000000 Penalty: 3401.371094
	Iteration 137Q: 3 clusters Score -4374616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4374618.000000 Penalty: 3401.371094
	Iteration 138Q: 3 clusters Score -4374618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4374616.000000 Penalty: 3401.371094
	Iteration 139Q: 3 clusters Score -4374616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4374629.500000 Penalty: 3401.371094
	Iteration 140F: 3 clusters Score -4374630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4374625.000000 Penalty: 3401.371094
	Iteration 141Q: 3 clusters Score -4374625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4374623.500000 Penalty: 3401.371094
	Iteration 142Q: 3 clusters Score -4374624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -4374626.000000 Penalty: 3401.371094
	Iteration 143Q: 3 clusters Score -4374626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4374619.500000 Penalty: 3401.371094
	Iteration 144Q: 3 clusters Score -4374620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4374624.500000 Penalty: 3401.371094
	Iteration 145Q: 3 clusters Score -4374624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4374623.000000 Penalty: 3401.371094
	Iteration 146Q: 3 clusters Score -4374623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4374625.500000 Penalty: 3401.371094
	Iteration 147Q: 3 clusters Score -4374626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4374628.000000 Penalty: 3401.371094
	Iteration 148Q: 3 clusters Score -4374628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4374628.000000 Penalty: 3401.371094
	Iteration 149Q: 3 clusters Score -4374628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4374629.000000 Penalty: 3401.371094
	Iteration 150Q: 3 clusters Score -4374629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4374630.500000 Penalty: 3401.371094
	Iteration 151Q: 3 clusters Score -4374630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4374630.500000 Penalty: 3401.371094
	Iteration 152F: 3 clusters Score -4374630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -34704.496094 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -34704.5 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 173 members 
Entering Unmasked Estep 
Score: -33834.804688 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -33834.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33956.945312 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -33956.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34032.878906 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -34032.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -34183.066406 Penalty: 1886.668823
	Iteration 3F: 3 clusters Score -34183.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34354.492188 Penalty: 1886.668823
	Iteration 4F: 3 clusters Score -34354.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -34475.210938 Penalty: 1886.668823
	Iteration 5F: 3 clusters Score -34475.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -34578.562500 Penalty: 1886.668823
	Iteration 6F: 3 clusters Score -34578.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -34616.242188 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -34616.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -34669.695312 Penalty: 1886.668823
	Iteration 8Q: 3 clusters Score -34669.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -34695.601562 Penalty: 1886.668823
	Iteration 9Q: 3 clusters Score -34695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -34711.828125 Penalty: 1886.668823
	Iteration 10Q: 3 clusters Score -34711.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -34718.835938 Penalty: 1886.668823
	Iteration 11Q: 3 clusters Score -34718.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -34718.835938 Penalty: 1886.668823
	Iteration 12F: 3 clusters Score -34718.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 22225 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 29837 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 5028 members 
Mstep: Class 8 contains 14575 members 
Mstep: Class 9 contains 47915 members 
Mstep: Class 11 contains 19791 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 23709 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 18 contains 35093 members 
Mstep: Class 19 contains 272 members 
Entering Unmasked Estep 
Score: -26426658.000000 Penalty: 31979.808594
Splitting cluster 19 changes total score from -26426048.000000 to -26426658.000000
So it's getting split into cluster 4.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 5 contains 29837 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 5028 members 
Mstep: Class 8 contains 14575 members 
Mstep: Class 9 contains 47915 members 
Mstep: Class 11 contains 19791 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 23709 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 18 contains 35093 members 
Mstep: Class 19 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 566.238464 but Gain 1998.736328
Score: -26429838.000000 Penalty: 29981.072266
Iteration 39Q: 16 clusters Score -2.642984e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 21368 members 
Mstep: Class 3 contains 341 members 
Mstep: Class 5 contains 30061 members 
Mstep: Class 6 contains 3391 members 
Mstep: Class 7 contains 5156 members 
Mstep: Class 8 contains 14321 members 
Mstep: Class 9 contains 47565 members 
Mstep: Class 11 contains 20537 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 23654 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 34478 members 
Mstep: Class 19 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26431560.000000 Penalty: 29981.072266
Iteration 40F: 16 clusters Score -2.643156e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 21470 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 5 contains 29937 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 5247 members 
Mstep: Class 8 contains 14208 members 
Mstep: Class 9 contains 47105 members 
Mstep: Class 11 contains 21272 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 23243 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 17 contains 1329 members 
Mstep: Class 18 contains 33848 members 
Mstep: Class 19 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26432800.000000 Penalty: 29981.072266
Iteration 41Q: 16 clusters Score -2.64328e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 21559 members 
Mstep: Class 3 contains 351 members 
Mstep: Class 5 contains 29829 members 
Mstep: Class 6 contains 4178 members 
Mstep: Class 7 contains 5320 members 
Mstep: Class 8 contains 14116 members 
Mstep: Class 9 contains 46600 members 
Mstep: Class 11 contains 21978 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 22956 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 33190 members 
Mstep: Class 19 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433856.000000 Penalty: 29981.072266
Iteration 42Q: 16 clusters Score -2.643386e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 21627 members 
Mstep: Class 3 contains 354 members 
Mstep: Class 5 contains 29753 members 
Mstep: Class 6 contains 4650 members 
Mstep: Class 7 contains 5356 members 
Mstep: Class 8 contains 14050 members 
Mstep: Class 9 contains 46142 members 
Mstep: Class 11 contains 22684 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 22672 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 32484 members 
Mstep: Class 19 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435026.000000 Penalty: 29981.072266
Iteration 43Q: 16 clusters Score -2.643503e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 21686 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 5 contains 29583 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 5384 members 
Mstep: Class 8 contains 14012 members 
Mstep: Class 9 contains 45702 members 
Mstep: Class 11 contains 23401 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 22405 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 31878 members 
Mstep: Class 19 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435980.000000 Penalty: 29981.072266
Iteration 44Q: 16 clusters Score -2.643598e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 21712 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 29405 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 13982 members 
Mstep: Class 9 contains 45311 members 
Mstep: Class 11 contains 24136 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 22140 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 31304 members 
Mstep: Class 19 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26437046.000000 Penalty: 29981.072266
Iteration 45Q: 16 clusters Score -2.643705e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 21751 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 29172 members 
Mstep: Class 6 contains 5917 members 
Mstep: Class 7 contains 5426 members 
Mstep: Class 8 contains 13936 members 
Mstep: Class 9 contains 44955 members 
Mstep: Class 11 contains 24883 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 21862 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 30810 members 
Mstep: Class 19 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26437704.000000 Penalty: 29981.072266
Iteration 46Q: 16 clusters Score -2.64377e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 21789 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 28921 members 
Mstep: Class 6 contains 6274 members 
Mstep: Class 7 contains 5457 members 
Mstep: Class 8 contains 13890 members 
Mstep: Class 9 contains 44625 members 
Mstep: Class 11 contains 25634 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 21613 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 30376 members 
Mstep: Class 19 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438238.000000 Penalty: 29981.072266
Iteration 47Q: 16 clusters Score -2.643824e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 21843 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 28656 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 13840 members 
Mstep: Class 9 contains 44315 members 
Mstep: Class 11 contains 26352 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 21350 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 29982 members 
Mstep: Class 19 contains 790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438706.000000 Penalty: 29981.072266
Iteration 48Q: 16 clusters Score -2.643871e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 21884 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 28389 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 13794 members 
Mstep: Class 9 contains 43967 members 
Mstep: Class 11 contains 27048 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 21088 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1402 members 
Mstep: Class 18 contains 29720 members 
Mstep: Class 19 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439170.000000 Penalty: 29981.072266
Iteration 49Q: 16 clusters Score -2.643917e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 21920 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 5 contains 28112 members 
Mstep: Class 6 contains 7230 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 13729 members 
Mstep: Class 9 contains 43703 members 
Mstep: Class 11 contains 27687 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 20860 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 29441 members 
Mstep: Class 19 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439508.000000 Penalty: 29981.072266
Iteration 50Q: 16 clusters Score -2.643951e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 21965 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 27822 members 
Mstep: Class 6 contains 7537 members 
Mstep: Class 7 contains 5579 members 
Mstep: Class 8 contains 13665 members 
Mstep: Class 9 contains 43463 members 
Mstep: Class 11 contains 28258 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 20626 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 29189 members 
Mstep: Class 19 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440000.000000 Penalty: 29981.072266
Iteration 51Q: 16 clusters Score -2.644e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 22003 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 27544 members 
Mstep: Class 6 contains 7820 members 
Mstep: Class 7 contains 5611 members 
Mstep: Class 8 contains 13611 members 
Mstep: Class 9 contains 43208 members 
Mstep: Class 11 contains 28771 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 20416 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1427 members 
Mstep: Class 18 contains 29000 members 
Mstep: Class 19 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440382.000000 Penalty: 29981.072266
Iteration 52Q: 16 clusters Score -2.644038e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 22011 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 27251 members 
Mstep: Class 6 contains 8098 members 
Mstep: Class 7 contains 5655 members 
Mstep: Class 8 contains 13567 members 
Mstep: Class 9 contains 42974 members 
Mstep: Class 11 contains 29288 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 20197 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 28848 members 
Mstep: Class 19 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440624.000000 Penalty: 29981.072266
Iteration 53Q: 16 clusters Score -2.644062e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 22014 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 26977 members 
Mstep: Class 6 contains 8338 members 
Mstep: Class 7 contains 5686 members 
Mstep: Class 8 contains 13528 members 
Mstep: Class 9 contains 42782 members 
Mstep: Class 11 contains 29731 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 19969 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 28764 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441130.000000 Penalty: 29981.072266
Iteration 54Q: 16 clusters Score -2.644113e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 22017 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 26685 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 5727 members 
Mstep: Class 8 contains 13483 members 
Mstep: Class 9 contains 42666 members 
Mstep: Class 11 contains 30102 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 19751 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 17 contains 1447 members 
Mstep: Class 18 contains 28737 members 
Mstep: Class 19 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441192.000000 Penalty: 29981.072266
Iteration 55Q: 16 clusters Score -2.644119e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 21992 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 5783 members 
Mstep: Class 8 contains 13433 members 
Mstep: Class 9 contains 42561 members 
Mstep: Class 11 contains 30369 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 19538 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 18 contains 28719 members 
Mstep: Class 19 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441276.000000 Penalty: 29981.072266
Iteration 56Q: 16 clusters Score -2.644128e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 21968 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 26255 members 
Mstep: Class 6 contains 9008 members 
Mstep: Class 7 contains 5829 members 
Mstep: Class 8 contains 13385 members 
Mstep: Class 9 contains 42529 members 
Mstep: Class 11 contains 30578 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 19344 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 17 contains 1453 members 
Mstep: Class 18 contains 28671 members 
Mstep: Class 19 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441502.000000 Penalty: 29981.072266
Iteration 57Q: 16 clusters Score -2.64415e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 21948 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 26041 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 5880 members 
Mstep: Class 8 contains 13341 members 
Mstep: Class 9 contains 42524 members 
Mstep: Class 11 contains 30683 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 19178 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 28639 members 
Mstep: Class 19 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441690.000000 Penalty: 29981.072266
Iteration 58Q: 16 clusters Score -2.644169e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 21918 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 25867 members 
Mstep: Class 6 contains 9448 members 
Mstep: Class 7 contains 5945 members 
Mstep: Class 8 contains 13288 members 
Mstep: Class 9 contains 42509 members 
Mstep: Class 11 contains 30764 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 18995 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 28644 members 
Mstep: Class 19 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441746.000000 Penalty: 29981.072266
Iteration 59Q: 16 clusters Score -2.644175e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 21878 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 25720 members 
Mstep: Class 6 contains 9663 members 
Mstep: Class 7 contains 6019 members 
Mstep: Class 8 contains 13237 members 
Mstep: Class 9 contains 42503 members 
Mstep: Class 11 contains 30778 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 18856 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 28641 members 
Mstep: Class 19 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442000.000000 Penalty: 29981.072266
Iteration 60F: 16 clusters Score -2.6442e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 21845 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 25571 members 
Mstep: Class 6 contains 9968 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 13167 members 
Mstep: Class 9 contains 42493 members 
Mstep: Class 11 contains 30694 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 18740 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 18 contains 28635 members 
Mstep: Class 19 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442170.000000 Penalty: 29981.072266
Iteration 61Q: 16 clusters Score -2.644217e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 21809 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 25441 members 
Mstep: Class 6 contains 10271 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 13101 members 
Mstep: Class 9 contains 42461 members 
Mstep: Class 11 contains 30598 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 18635 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 28619 members 
Mstep: Class 19 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442390.000000 Penalty: 29981.072266
Iteration 62Q: 16 clusters Score -2.644239e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 21787 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 25336 members 
Mstep: Class 6 contains 10607 members 
Mstep: Class 7 contains 6302 members 
Mstep: Class 8 contains 13033 members 
Mstep: Class 9 contains 42434 members 
Mstep: Class 11 contains 30488 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 18519 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 28578 members 
Mstep: Class 19 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442648.000000 Penalty: 29981.072266
Iteration 63Q: 16 clusters Score -2.644265e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 21767 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 25229 members 
Mstep: Class 6 contains 10954 members 
Mstep: Class 7 contains 6372 members 
Mstep: Class 8 contains 12985 members 
Mstep: Class 9 contains 42413 members 
Mstep: Class 11 contains 30349 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 18413 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1471 members 
Mstep: Class 18 contains 28549 members 
Mstep: Class 19 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442888.000000 Penalty: 29981.072266
Iteration 64Q: 16 clusters Score -2.644289e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 21753 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 25147 members 
Mstep: Class 6 contains 11279 members 
Mstep: Class 7 contains 6441 members 
Mstep: Class 8 contains 12933 members 
Mstep: Class 9 contains 42405 members 
Mstep: Class 11 contains 30194 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 18309 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1471 members 
Mstep: Class 18 contains 28531 members 
Mstep: Class 19 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443000.000000 Penalty: 29981.072266
Iteration 65Q: 16 clusters Score -2.6443e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 21740 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 25081 members 
Mstep: Class 6 contains 11608 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 12879 members 
Mstep: Class 9 contains 42408 members 
Mstep: Class 11 contains 30018 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 18201 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1471 members 
Mstep: Class 18 contains 28496 members 
Mstep: Class 19 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443072.000000 Penalty: 29981.072266
Iteration 66Q: 16 clusters Score -2.644307e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 21725 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24969 members 
Mstep: Class 6 contains 11953 members 
Mstep: Class 7 contains 6591 members 
Mstep: Class 8 contains 12838 members 
Mstep: Class 9 contains 42417 members 
Mstep: Class 11 contains 29848 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 18091 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1472 members 
Mstep: Class 18 contains 28484 members 
Mstep: Class 19 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443166.000000 Penalty: 29981.072266
Iteration 67Q: 16 clusters Score -2.644317e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 21729 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24840 members 
Mstep: Class 6 contains 12262 members 
Mstep: Class 7 contains 6679 members 
Mstep: Class 8 contains 12791 members 
Mstep: Class 9 contains 42423 members 
Mstep: Class 11 contains 29721 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17992 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1474 members 
Mstep: Class 18 contains 28459 members 
Mstep: Class 19 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443334.000000 Penalty: 29981.072266
Iteration 68Q: 16 clusters Score -2.644333e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 21720 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24764 members 
Mstep: Class 6 contains 12573 members 
Mstep: Class 7 contains 6775 members 
Mstep: Class 8 contains 12734 members 
Mstep: Class 9 contains 42431 members 
Mstep: Class 11 contains 29598 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17915 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1475 members 
Mstep: Class 18 contains 28381 members 
Mstep: Class 19 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443476.000000 Penalty: 29981.072266
Iteration 69Q: 16 clusters Score -2.644348e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 21715 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24696 members 
Mstep: Class 6 contains 12888 members 
Mstep: Class 7 contains 6876 members 
Mstep: Class 8 contains 12661 members 
Mstep: Class 9 contains 42433 members 
Mstep: Class 11 contains 29487 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17837 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1475 members 
Mstep: Class 18 contains 28300 members 
Mstep: Class 19 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443632.000000 Penalty: 29981.072266
Iteration 70Q: 16 clusters Score -2.644363e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 21714 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24653 members 
Mstep: Class 6 contains 13209 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 12594 members 
Mstep: Class 9 contains 42414 members 
Mstep: Class 11 contains 29395 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17761 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1476 members 
Mstep: Class 18 contains 28205 members 
Mstep: Class 19 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443840.000000 Penalty: 29981.072266
Iteration 71Q: 16 clusters Score -2.644384e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 21716 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24606 members 
Mstep: Class 6 contains 13491 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 42436 members 
Mstep: Class 11 contains 29303 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17671 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1476 members 
Mstep: Class 18 contains 28145 members 
Mstep: Class 19 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443908.000000 Penalty: 29981.072266
Iteration 72Q: 16 clusters Score -2.644391e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 21713 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24577 members 
Mstep: Class 6 contains 13776 members 
Mstep: Class 7 contains 7142 members 
Mstep: Class 8 contains 12437 members 
Mstep: Class 9 contains 42467 members 
Mstep: Class 11 contains 29204 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17586 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1476 members 
Mstep: Class 18 contains 28079 members 
Mstep: Class 19 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444044.000000 Penalty: 29981.072266
Iteration 73Q: 16 clusters Score -2.644404e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 21710 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24553 members 
Mstep: Class 6 contains 14048 members 
Mstep: Class 7 contains 7244 members 
Mstep: Class 8 contains 12354 members 
Mstep: Class 9 contains 42492 members 
Mstep: Class 11 contains 29133 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17517 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1476 members 
Mstep: Class 18 contains 27985 members 
Mstep: Class 19 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444162.000000 Penalty: 29981.072266
Iteration 74Q: 16 clusters Score -2.644416e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 21698 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24552 members 
Mstep: Class 6 contains 14307 members 
Mstep: Class 7 contains 7344 members 
Mstep: Class 8 contains 12277 members 
Mstep: Class 9 contains 42491 members 
Mstep: Class 11 contains 29068 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17469 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1476 members 
Mstep: Class 18 contains 27892 members 
Mstep: Class 19 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444230.000000 Penalty: 29981.072266
Iteration 75Q: 16 clusters Score -2.644423e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 21696 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 14558 members 
Mstep: Class 7 contains 7425 members 
Mstep: Class 8 contains 12198 members 
Mstep: Class 9 contains 42519 members 
Mstep: Class 11 contains 28993 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17414 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1476 members 
Mstep: Class 18 contains 27810 members 
Mstep: Class 19 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444228.000000 Penalty: 29981.072266
Iteration 76Q: 16 clusters Score -2.644423e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 21688 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24559 members 
Mstep: Class 6 contains 14804 members 
Mstep: Class 7 contains 7501 members 
Mstep: Class 8 contains 12122 members 
Mstep: Class 9 contains 42529 members 
Mstep: Class 11 contains 28929 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17369 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1476 members 
Mstep: Class 18 contains 27751 members 
Mstep: Class 19 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444278.000000 Penalty: 29981.072266
Iteration 77Q: 16 clusters Score -2.644428e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 21691 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24550 members 
Mstep: Class 6 contains 15011 members 
Mstep: Class 7 contains 7575 members 
Mstep: Class 8 contains 12049 members 
Mstep: Class 9 contains 42525 members 
Mstep: Class 11 contains 28863 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17330 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1477 members 
Mstep: Class 18 contains 27728 members 
Mstep: Class 19 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444304.000000 Penalty: 29981.072266
Iteration 78Q: 16 clusters Score -2.64443e+07 nChanged 748
Entering ConstructFrom: 
Score: -26444304.000000 Penalty: 29981.072266
Entering ConstructFrom: 
Trying to split cluster 1 (19066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Entering Unmasked Estep 
Score: -2316899.750000 Penalty: 1601.545166
	Iteration 0F: 2 clusters Score -2316900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2303909.500000 Penalty: 3203.090332
	Iteration 0F: 3 clusters Score -2303910 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2308747.000000 Penalty: 3203.090332
	Iteration 1F: 3 clusters Score -2308747 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2309156.500000 Penalty: 3203.090332
	Iteration 2Q: 3 clusters Score -2309156 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2309636.250000 Penalty: 3203.090332
	Iteration 3Q: 3 clusters Score -2309636 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2310179.500000 Penalty: 3203.090332
	Iteration 4F: 3 clusters Score -2310180 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2310814.750000 Penalty: 3203.090332
	Iteration 5F: 3 clusters Score -2310815 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2311545.000000 Penalty: 3203.090332
	Iteration 6F: 3 clusters Score -2311545 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2312294.000000 Penalty: 3203.090332
	Iteration 7F: 3 clusters Score -2312294 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2313089.500000 Penalty: 3203.090332
	Iteration 8F: 3 clusters Score -2313090 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2313800.000000 Penalty: 3203.090332
	Iteration 9Q: 3 clusters Score -2313800 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2314373.250000 Penalty: 3203.090332
	Iteration 10Q: 3 clusters Score -2314373 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2314761.500000 Penalty: 3203.090332
	Iteration 11Q: 3 clusters Score -2314762 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2315026.250000 Penalty: 3203.090332
	Iteration 12Q: 3 clusters Score -2315026 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2315204.500000 Penalty: 3203.090332
	Iteration 13Q: 3 clusters Score -2315204 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2315313.250000 Penalty: 3203.090332
	Iteration 14Q: 3 clusters Score -2315313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2315379.000000 Penalty: 3203.090332
	Iteration 15Q: 3 clusters Score -2315379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2315416.750000 Penalty: 3203.090332
	Iteration 16Q: 3 clusters Score -2315417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2315441.000000 Penalty: 3203.090332
	Iteration 17Q: 3 clusters Score -2315441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2315460.750000 Penalty: 3203.090332
	Iteration 18Q: 3 clusters Score -2315461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2315483.500000 Penalty: 3203.090332
	Iteration 19Q: 3 clusters Score -2315484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2315492.250000 Penalty: 3203.090332
	Iteration 20F: 3 clusters Score -2315492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2315501.250000 Penalty: 3203.090332
	Iteration 21Q: 3 clusters Score -2315501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2315504.750000 Penalty: 3203.090332
	Iteration 22Q: 3 clusters Score -2315505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2315504.000000 Penalty: 3203.090332
	Iteration 23Q: 3 clusters Score -2315504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2315506.000000 Penalty: 3203.090332
	Iteration 24Q: 3 clusters Score -2315506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2315506.000000 Penalty: 3203.090332
	Iteration 25Q: 3 clusters Score -2315506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2315508.000000 Penalty: 3203.090332
	Iteration 26Q: 3 clusters Score -2315508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2315508.500000 Penalty: 3203.090332
	Iteration 27Q: 3 clusters Score -2315508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2315510.500000 Penalty: 3203.090332
	Iteration 28Q: 3 clusters Score -2315510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2315514.500000 Penalty: 3203.090332
	Iteration 29Q: 3 clusters Score -2315514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2315515.250000 Penalty: 3203.090332
	Iteration 30Q: 3 clusters Score -2315515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2315515.250000 Penalty: 3203.090332
	Iteration 31Q: 3 clusters Score -2315515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2315521.250000 Penalty: 3203.090332
	Iteration 32Q: 3 clusters Score -2315521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2315522.500000 Penalty: 3203.090332
	Iteration 33Q: 3 clusters Score -2315522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2315522.500000 Penalty: 3203.090332
	Iteration 34Q: 3 clusters Score -2315522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2315522.500000 Penalty: 3203.090332
	Iteration 35Q: 3 clusters Score -2315522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2315523.000000 Penalty: 3203.090332
	Iteration 36Q: 3 clusters Score -2315523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2315527.000000 Penalty: 3203.090332
	Iteration 37Q: 3 clusters Score -2315527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2315531.250000 Penalty: 3203.090332
	Iteration 38Q: 3 clusters Score -2315531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2315531.500000 Penalty: 3203.090332
	Iteration 39Q: 3 clusters Score -2315532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2315531.500000 Penalty: 3203.090332
	Iteration 40F: 3 clusters Score -2315532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Entering Unmasked Estep 
Score: -2675259.000000 Penalty: 1622.461060
	Iteration 0F: 2 clusters Score -2675259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2660561.250000 Penalty: 3244.922119
	Iteration 0F: 3 clusters Score -2660561 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2665796.250000 Penalty: 3244.922119
	Iteration 1F: 3 clusters Score -2665796 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2666063.750000 Penalty: 3244.922119
	Iteration 2Q: 3 clusters Score -2666064 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2666309.750000 Penalty: 3244.922119
	Iteration 3Q: 3 clusters Score -2666310 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2666526.250000 Penalty: 3244.922119
	Iteration 4Q: 3 clusters Score -2666526 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2666734.250000 Penalty: 3244.922119
	Iteration 5Q: 3 clusters Score -2666734 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2666996.750000 Penalty: 3244.922119
	Iteration 6Q: 3 clusters Score -2666997 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2667260.750000 Penalty: 3244.922119
	Iteration 7Q: 3 clusters Score -2667261 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2667584.000000 Penalty: 3244.922119
	Iteration 8Q: 3 clusters Score -2667584 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2667939.750000 Penalty: 3244.922119
	Iteration 9Q: 3 clusters Score -2667940 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2668296.500000 Penalty: 3244.922119
	Iteration 10Q: 3 clusters Score -2668296 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2668716.750000 Penalty: 3244.922119
	Iteration 11Q: 3 clusters Score -2668717 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2669162.000000 Penalty: 3244.922119
	Iteration 12Q: 3 clusters Score -2669162 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2669600.250000 Penalty: 3244.922119
	Iteration 13Q: 3 clusters Score -2669600 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2670029.750000 Penalty: 3244.922119
	Iteration 14Q: 3 clusters Score -2670030 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2670403.500000 Penalty: 3244.922119
	Iteration 15Q: 3 clusters Score -2670404 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2670662.250000 Penalty: 3244.922119
	Iteration 16Q: 3 clusters Score -2670662 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2670891.500000 Penalty: 3244.922119
	Iteration 17Q: 3 clusters Score -2670892 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2671083.000000 Penalty: 3244.922119
	Iteration 18Q: 3 clusters Score -2671083 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2671255.250000 Penalty: 3244.922119
	Iteration 19Q: 3 clusters Score -2671255 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2671442.750000 Penalty: 3244.922119
	Iteration 20F: 3 clusters Score -2671443 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2671592.750000 Penalty: 3244.922119
	Iteration 21Q: 3 clusters Score -2671593 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2671741.750000 Penalty: 3244.922119
	Iteration 22Q: 3 clusters Score -2671742 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2671896.500000 Penalty: 3244.922119
	Iteration 23Q: 3 clusters Score -2671896 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2672037.000000 Penalty: 3244.922119
	Iteration 24Q: 3 clusters Score -2672037 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2672155.000000 Penalty: 3244.922119
	Iteration 25Q: 3 clusters Score -2672155 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2672261.750000 Penalty: 3244.922119
	Iteration 26Q: 3 clusters Score -2672262 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2672358.500000 Penalty: 3244.922119
	Iteration 27Q: 3 clusters Score -2672358 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2672468.500000 Penalty: 3244.922119
	Iteration 28Q: 3 clusters Score -2672468 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2672546.250000 Penalty: 3244.922119
	Iteration 29Q: 3 clusters Score -2672546 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2672625.250000 Penalty: 3244.922119
	Iteration 30Q: 3 clusters Score -2672625 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2672675.500000 Penalty: 3244.922119
	Iteration 31Q: 3 clusters Score -2672676 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2672706.000000 Penalty: 3244.922119
	Iteration 32Q: 3 clusters Score -2672706 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2672725.000000 Penalty: 3244.922119
	Iteration 33Q: 3 clusters Score -2672725 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2672745.750000 Penalty: 3244.922119
	Iteration 34Q: 3 clusters Score -2672746 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2672771.750000 Penalty: 3244.922119
	Iteration 35Q: 3 clusters Score -2672772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2672784.000000 Penalty: 3244.922119
	Iteration 36Q: 3 clusters Score -2672784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2672795.750000 Penalty: 3244.922119
	Iteration 37Q: 3 clusters Score -2672796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2672802.000000 Penalty: 3244.922119
	Iteration 38Q: 3 clusters Score -2672802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2672807.500000 Penalty: 3244.922119
	Iteration 39Q: 3 clusters Score -2672808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2672820.750000 Penalty: 3244.922119
	Iteration 40F: 3 clusters Score -2672821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2672826.750000 Penalty: 3244.922119
	Iteration 41Q: 3 clusters Score -2672827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2672832.500000 Penalty: 3244.922119
	Iteration 42Q: 3 clusters Score -2672832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2672830.750000 Penalty: 3244.922119
	Iteration 43Q: 3 clusters Score -2672831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2672831.500000 Penalty: 3244.922119
	Iteration 44Q: 3 clusters Score -2672832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2672833.500000 Penalty: 3244.922119
	Iteration 45Q: 3 clusters Score -2672834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2672839.500000 Penalty: 3244.922119
	Iteration 46Q: 3 clusters Score -2672840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2672840.250000 Penalty: 3244.922119
	Iteration 47Q: 3 clusters Score -2672840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2672843.750000 Penalty: 3244.922119
	Iteration 48Q: 3 clusters Score -2672844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2672850.000000 Penalty: 3244.922119
	Iteration 49Q: 3 clusters Score -2672850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2672849.250000 Penalty: 3244.922119
	Iteration 50Q: 3 clusters Score -2672849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2672846.000000 Penalty: 3244.922119
	Iteration 51Q: 3 clusters Score -2672846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2672850.000000 Penalty: 3244.922119
	Iteration 52Q: 3 clusters Score -2672850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2672855.250000 Penalty: 3244.922119
	Iteration 53Q: 3 clusters Score -2672855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2672846.750000 Penalty: 3244.922119
	Iteration 54Q: 3 clusters Score -2672847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2672844.750000 Penalty: 3244.922119
	Iteration 55Q: 3 clusters Score -2672845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2672851.000000 Penalty: 3244.922119
	Iteration 56Q: 3 clusters Score -2672851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2672848.250000 Penalty: 3244.922119
	Iteration 57Q: 3 clusters Score -2672848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2672854.250000 Penalty: 3244.922119
	Iteration 58Q: 3 clusters Score -2672854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2672848.000000 Penalty: 3244.922119
	Iteration 59Q: 3 clusters Score -2672848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2672845.750000 Penalty: 3244.922119
	Iteration 60F: 3 clusters Score -2672846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2672846.500000 Penalty: 3244.922119
	Iteration 61Q: 3 clusters Score -2672846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2672847.000000 Penalty: 3244.922119
	Iteration 62Q: 3 clusters Score -2672847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2672847.750000 Penalty: 3244.922119
	Iteration 63Q: 3 clusters Score -2672848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2672847.250000 Penalty: 3244.922119
	Iteration 64Q: 3 clusters Score -2672847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2672848.250000 Penalty: 3244.922119
	Iteration 65Q: 3 clusters Score -2672848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2672850.000000 Penalty: 3244.922119
	Iteration 66Q: 3 clusters Score -2672850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2672847.500000 Penalty: 3244.922119
	Iteration 67Q: 3 clusters Score -2672848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2672849.000000 Penalty: 3244.922119
	Iteration 68Q: 3 clusters Score -2672849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2672848.750000 Penalty: 3244.922119
	Iteration 69Q: 3 clusters Score -2672849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2672848.750000 Penalty: 3244.922119
	Iteration 70F: 3 clusters Score -2672849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -36868.695312 Penalty: 956.491943
	Iteration 0F: 2 clusters Score -36868.7 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 174 members 
Entering Unmasked Estep 
Score: -35962.027344 Penalty: 1912.983887
	Iteration 0F: 3 clusters Score -35962.03 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36079.796875 Penalty: 1912.983887
	Iteration 1F: 3 clusters Score -36079.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36143.847656 Penalty: 1912.983887
	Iteration 2F: 3 clusters Score -36143.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36177.117188 Penalty: 1912.983887
	Iteration 3Q: 3 clusters Score -36177.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36202.472656 Penalty: 1912.983887
	Iteration 4Q: 3 clusters Score -36202.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36219.656250 Penalty: 1912.983887
	Iteration 5Q: 3 clusters Score -36219.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36224.332031 Penalty: 1912.983887
	Iteration 6Q: 3 clusters Score -36224.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36224.332031 Penalty: 1912.983887
	Iteration 7F: 3 clusters Score -36224.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Entering Unmasked Estep 
Score: -3072260.500000 Penalty: 1642.659058
	Iteration 0F: 2 clusters Score -3072260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3056382.500000 Penalty: 3285.318115
	Iteration 0F: 3 clusters Score -3056382 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3062443.750000 Penalty: 3285.318115
	Iteration 1F: 3 clusters Score -3062444 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3062685.000000 Penalty: 3285.318115
	Iteration 2Q: 3 clusters Score -3062685 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3062914.250000 Penalty: 3285.318115
	Iteration 3Q: 3 clusters Score -3062914 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3063120.750000 Penalty: 3285.318115
	Iteration 4Q: 3 clusters Score -3063121 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3063368.250000 Penalty: 3285.318115
	Iteration 5Q: 3 clusters Score -3063368 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3063724.750000 Penalty: 3285.318115
	Iteration 6Q: 3 clusters Score -3063725 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3064194.750000 Penalty: 3285.318115
	Iteration 7Q: 3 clusters Score -3064195 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3064898.000000 Penalty: 3285.318115
	Iteration 8F: 3 clusters Score -3064898 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3065787.250000 Penalty: 3285.318115
	Iteration 9F: 3 clusters Score -3065787 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3066755.500000 Penalty: 3285.318115
	Iteration 10F: 3 clusters Score -3066756 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3068050.000000 Penalty: 3285.318115
	Iteration 11Q: 3 clusters Score -3068050 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3069072.000000 Penalty: 3285.318115
	Iteration 12Q: 3 clusters Score -3069072 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3069784.500000 Penalty: 3285.318115
	Iteration 13Q: 3 clusters Score -3069784 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3070276.500000 Penalty: 3285.318115
	Iteration 14Q: 3 clusters Score -3070276 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3070588.250000 Penalty: 3285.318115
	Iteration 15Q: 3 clusters Score -3070588 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3070737.500000 Penalty: 3285.318115
	Iteration 16Q: 3 clusters Score -3070738 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3070809.250000 Penalty: 3285.318115
	Iteration 17Q: 3 clusters Score -3070809 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3070861.000000 Penalty: 3285.318115
	Iteration 18Q: 3 clusters Score -3070861 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3070882.750000 Penalty: 3285.318115
	Iteration 19Q: 3 clusters Score -3070883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3070897.250000 Penalty: 3285.318115
	Iteration 20F: 3 clusters Score -3070897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3070907.000000 Penalty: 3285.318115
	Iteration 21Q: 3 clusters Score -3070907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3070913.250000 Penalty: 3285.318115
	Iteration 22Q: 3 clusters Score -3070913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3070917.000000 Penalty: 3285.318115
	Iteration 23Q: 3 clusters Score -3070917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3070918.250000 Penalty: 3285.318115
	Iteration 24Q: 3 clusters Score -3070918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3070919.750000 Penalty: 3285.318115
	Iteration 25Q: 3 clusters Score -3070920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3070915.750000 Penalty: 3285.318115
	Iteration 26Q: 3 clusters Score -3070916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3070918.750000 Penalty: 3285.318115
	Iteration 27Q: 3 clusters Score -3070919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3070918.750000 Penalty: 3285.318115
	Iteration 28F: 3 clusters Score -3070919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Entering Unmasked Estep 
Score: -1883565.875000 Penalty: 1564.966431
	Iteration 0F: 2 clusters Score -1883566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1873029.750000 Penalty: 3129.932861
	Iteration 0F: 3 clusters Score -1873030 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1876683.750000 Penalty: 3129.932861
	Iteration 1F: 3 clusters Score -1876684 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1876970.000000 Penalty: 3129.932861
	Iteration 2F: 3 clusters Score -1876970 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1877230.875000 Penalty: 3129.932861
	Iteration 3Q: 3 clusters Score -1877231 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1877491.125000 Penalty: 3129.932861
	Iteration 4Q: 3 clusters Score -1877491 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1877770.875000 Penalty: 3129.932861
	Iteration 5Q: 3 clusters Score -1877771 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1878110.000000 Penalty: 3129.932861
	Iteration 6Q: 3 clusters Score -1878110 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1878523.625000 Penalty: 3129.932861
	Iteration 7Q: 3 clusters Score -1878524 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1879043.250000 Penalty: 3129.932861
	Iteration 8F: 3 clusters Score -1879043 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1879669.000000 Penalty: 3129.932861
	Iteration 9F: 3 clusters Score -1879669 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1880291.875000 Penalty: 3129.932861
	Iteration 10F: 3 clusters Score -1880292 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1880839.875000 Penalty: 3129.932861
	Iteration 11Q: 3 clusters Score -1880840 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1881187.375000 Penalty: 3129.932861
	Iteration 12Q: 3 clusters Score -1881187 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1881442.375000 Penalty: 3129.932861
	Iteration 13Q: 3 clusters Score -1881442 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1881609.000000 Penalty: 3129.932861
	Iteration 14Q: 3 clusters Score -1881609 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1881730.375000 Penalty: 3129.932861
	Iteration 15Q: 3 clusters Score -1881730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1881811.250000 Penalty: 3129.932861
	Iteration 16Q: 3 clusters Score -1881811 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1881863.125000 Penalty: 3129.932861
	Iteration 17Q: 3 clusters Score -1881863 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1881898.250000 Penalty: 3129.932861
	Iteration 18Q: 3 clusters Score -1881898 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1881944.375000 Penalty: 3129.932861
	Iteration 19Q: 3 clusters Score -1881944 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1881981.875000 Penalty: 3129.932861
	Iteration 20F: 3 clusters Score -1881982 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1882009.000000 Penalty: 3129.932861
	Iteration 21Q: 3 clusters Score -1882009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1882029.625000 Penalty: 3129.932861
	Iteration 22Q: 3 clusters Score -1882030 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1882048.500000 Penalty: 3129.932861
	Iteration 23Q: 3 clusters Score -1882048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1882071.750000 Penalty: 3129.932861
	Iteration 24Q: 3 clusters Score -1882072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1882078.250000 Penalty: 3129.932861
	Iteration 25Q: 3 clusters Score -1882078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1882093.875000 Penalty: 3129.932861
	Iteration 26Q: 3 clusters Score -1882094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1882109.500000 Penalty: 3129.932861
	Iteration 27Q: 3 clusters Score -1882110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1882127.625000 Penalty: 3129.932861
	Iteration 28Q: 3 clusters Score -1882128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1882136.625000 Penalty: 3129.932861
	Iteration 29Q: 3 clusters Score -1882137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1882154.500000 Penalty: 3129.932861
	Iteration 30Q: 3 clusters Score -1882154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1882184.375000 Penalty: 3129.932861
	Iteration 31Q: 3 clusters Score -1882184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1882197.375000 Penalty: 3129.932861
	Iteration 32Q: 3 clusters Score -1882197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1882209.875000 Penalty: 3129.932861
	Iteration 33Q: 3 clusters Score -1882210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1882214.500000 Penalty: 3129.932861
	Iteration 34Q: 3 clusters Score -1882214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1882223.125000 Penalty: 3129.932861
	Iteration 35Q: 3 clusters Score -1882223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1882227.375000 Penalty: 3129.932861
	Iteration 36Q: 3 clusters Score -1882227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1882233.375000 Penalty: 3129.932861
	Iteration 37Q: 3 clusters Score -1882233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1882236.125000 Penalty: 3129.932861
	Iteration 38Q: 3 clusters Score -1882236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1882242.625000 Penalty: 3129.932861
	Iteration 39Q: 3 clusters Score -1882243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1882250.625000 Penalty: 3129.932861
	Iteration 40F: 3 clusters Score -1882251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1882253.500000 Penalty: 3129.932861
	Iteration 41Q: 3 clusters Score -1882254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1882256.000000 Penalty: 3129.932861
	Iteration 42Q: 3 clusters Score -1882256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1882258.875000 Penalty: 3129.932861
	Iteration 43Q: 3 clusters Score -1882259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1882265.625000 Penalty: 3129.932861
	Iteration 44Q: 3 clusters Score -1882266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1882266.125000 Penalty: 3129.932861
	Iteration 45Q: 3 clusters Score -1882266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1882267.250000 Penalty: 3129.932861
	Iteration 46Q: 3 clusters Score -1882267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1882267.250000 Penalty: 3129.932861
	Iteration 47F: 3 clusters Score -1882267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Entering Unmasked Estep 
Score: -944603.250000 Penalty: 1452.937256
	Iteration 0F: 2 clusters Score -944603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -938941.187500 Penalty: 2905.874512
	Iteration 0F: 3 clusters Score -938941.2 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -940705.437500 Penalty: 2905.874512
	Iteration 1F: 3 clusters Score -940705.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -940870.062500 Penalty: 2905.874512
	Iteration 2F: 3 clusters Score -940870.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -941001.625000 Penalty: 2905.874512
	Iteration 3Q: 3 clusters Score -941001.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -941098.562500 Penalty: 2905.874512
	Iteration 4Q: 3 clusters Score -941098.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -941184.500000 Penalty: 2905.874512
	Iteration 5Q: 3 clusters Score -941184.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -941255.000000 Penalty: 2905.874512
	Iteration 6Q: 3 clusters Score -941255 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -941326.562500 Penalty: 2905.874512
	Iteration 7Q: 3 clusters Score -941326.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -941406.187500 Penalty: 2905.874512
	Iteration 8Q: 3 clusters Score -941406.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -941484.937500 Penalty: 2905.874512
	Iteration 9Q: 3 clusters Score -941484.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -941569.812500 Penalty: 2905.874512
	Iteration 10Q: 3 clusters Score -941569.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -941670.687500 Penalty: 2905.874512
	Iteration 11Q: 3 clusters Score -941670.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -941808.062500 Penalty: 2905.874512
	Iteration 12Q: 3 clusters Score -941808.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -941960.312500 Penalty: 2905.874512
	Iteration 13Q: 3 clusters Score -941960.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -942147.437500 Penalty: 2905.874512
	Iteration 14Q: 3 clusters Score -942147.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -942359.312500 Penalty: 2905.874512
	Iteration 15Q: 3 clusters Score -942359.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -942608.250000 Penalty: 2905.874512
	Iteration 16Q: 3 clusters Score -942608.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -942827.375000 Penalty: 2905.874512
	Iteration 17Q: 3 clusters Score -942827.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -942996.937500 Penalty: 2905.874512
	Iteration 18Q: 3 clusters Score -942996.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -943114.062500 Penalty: 2905.874512
	Iteration 19Q: 3 clusters Score -943114.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -943194.750000 Penalty: 2905.874512
	Iteration 20F: 3 clusters Score -943194.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -943235.687500 Penalty: 2905.874512
	Iteration 21Q: 3 clusters Score -943235.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -943265.187500 Penalty: 2905.874512
	Iteration 22Q: 3 clusters Score -943265.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -943277.750000 Penalty: 2905.874512
	Iteration 23Q: 3 clusters Score -943277.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -943293.500000 Penalty: 2905.874512
	Iteration 24Q: 3 clusters Score -943293.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -943301.000000 Penalty: 2905.874512
	Iteration 25Q: 3 clusters Score -943301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -943304.312500 Penalty: 2905.874512
	Iteration 26Q: 3 clusters Score -943304.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -943306.812500 Penalty: 2905.874512
	Iteration 27Q: 3 clusters Score -943306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -943308.687500 Penalty: 2905.874512
	Iteration 28Q: 3 clusters Score -943308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -943310.562500 Penalty: 2905.874512
	Iteration 29Q: 3 clusters Score -943310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -943311.937500 Penalty: 2905.874512
	Iteration 30Q: 3 clusters Score -943311.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -943311.937500 Penalty: 2905.874512
	Iteration 31F: 3 clusters Score -943311.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Entering Unmasked Estep 
Score: -1415606.000000 Penalty: 1526.036499
	Iteration 0F: 2 clusters Score -1415606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1407173.000000 Penalty: 3052.072998
	Iteration 0F: 3 clusters Score -1407173 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1410109.750000 Penalty: 3052.072998
	Iteration 1F: 3 clusters Score -1410110 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1410455.000000 Penalty: 3052.072998
	Iteration 2F: 3 clusters Score -1410455 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1410812.125000 Penalty: 3052.072998
	Iteration 3F: 3 clusters Score -1410812 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1411102.750000 Penalty: 3052.072998
	Iteration 4Q: 3 clusters Score -1411103 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1411389.250000 Penalty: 3052.072998
	Iteration 5Q: 3 clusters Score -1411389 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1411653.125000 Penalty: 3052.072998
	Iteration 6Q: 3 clusters Score -1411653 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1411881.375000 Penalty: 3052.072998
	Iteration 7Q: 3 clusters Score -1411881 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1412065.375000 Penalty: 3052.072998
	Iteration 8Q: 3 clusters Score -1412065 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1412252.500000 Penalty: 3052.072998
	Iteration 9Q: 3 clusters Score -1412252 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1412424.000000 Penalty: 3052.072998
	Iteration 10Q: 3 clusters Score -1412424 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1412586.500000 Penalty: 3052.072998
	Iteration 11Q: 3 clusters Score -1412586 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1412735.000000 Penalty: 3052.072998
	Iteration 12Q: 3 clusters Score -1412735 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1412859.625000 Penalty: 3052.072998
	Iteration 13Q: 3 clusters Score -1412860 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1412978.750000 Penalty: 3052.072998
	Iteration 14Q: 3 clusters Score -1412979 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1413083.875000 Penalty: 3052.072998
	Iteration 15Q: 3 clusters Score -1413084 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1413184.375000 Penalty: 3052.072998
	Iteration 16Q: 3 clusters Score -1413184 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1413283.000000 Penalty: 3052.072998
	Iteration 17Q: 3 clusters Score -1413283 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1413387.125000 Penalty: 3052.072998
	Iteration 18Q: 3 clusters Score -1413387 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1413490.375000 Penalty: 3052.072998
	Iteration 19Q: 3 clusters Score -1413490 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1413574.375000 Penalty: 3052.072998
	Iteration 20F: 3 clusters Score -1413574 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1413649.375000 Penalty: 3052.072998
	Iteration 21Q: 3 clusters Score -1413649 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1413708.875000 Penalty: 3052.072998
	Iteration 22Q: 3 clusters Score -1413709 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1413753.750000 Penalty: 3052.072998
	Iteration 23Q: 3 clusters Score -1413754 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1413807.375000 Penalty: 3052.072998
	Iteration 24Q: 3 clusters Score -1413807 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1413853.500000 Penalty: 3052.072998
	Iteration 25Q: 3 clusters Score -1413854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1413898.000000 Penalty: 3052.072998
	Iteration 26Q: 3 clusters Score -1413898 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1413921.375000 Penalty: 3052.072998
	Iteration 27Q: 3 clusters Score -1413921 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1413944.750000 Penalty: 3052.072998
	Iteration 28Q: 3 clusters Score -1413945 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1413963.500000 Penalty: 3052.072998
	Iteration 29Q: 3 clusters Score -1413964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1413985.125000 Penalty: 3052.072998
	Iteration 30Q: 3 clusters Score -1413985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1414011.625000 Penalty: 3052.072998
	Iteration 31Q: 3 clusters Score -1414012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1414037.000000 Penalty: 3052.072998
	Iteration 32Q: 3 clusters Score -1414037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1414050.000000 Penalty: 3052.072998
	Iteration 33Q: 3 clusters Score -1414050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1414062.750000 Penalty: 3052.072998
	Iteration 34Q: 3 clusters Score -1414063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1414083.375000 Penalty: 3052.072998
	Iteration 35Q: 3 clusters Score -1414083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1414097.125000 Penalty: 3052.072998
	Iteration 36Q: 3 clusters Score -1414097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1414116.125000 Penalty: 3052.072998
	Iteration 37Q: 3 clusters Score -1414116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1414126.125000 Penalty: 3052.072998
	Iteration 38Q: 3 clusters Score -1414126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1414143.000000 Penalty: 3052.072998
	Iteration 39Q: 3 clusters Score -1414143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1414153.750000 Penalty: 3052.072998
	Iteration 40F: 3 clusters Score -1414154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1414165.250000 Penalty: 3052.072998
	Iteration 41Q: 3 clusters Score -1414165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1414176.375000 Penalty: 3052.072998
	Iteration 42Q: 3 clusters Score -1414176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1414184.375000 Penalty: 3052.072998
	Iteration 43Q: 3 clusters Score -1414184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1414194.375000 Penalty: 3052.072998
	Iteration 44Q: 3 clusters Score -1414194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1414203.250000 Penalty: 3052.072998
	Iteration 45Q: 3 clusters Score -1414203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1414210.125000 Penalty: 3052.072998
	Iteration 46Q: 3 clusters Score -1414210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1414219.000000 Penalty: 3052.072998
	Iteration 47Q: 3 clusters Score -1414219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1414231.875000 Penalty: 3052.072998
	Iteration 48Q: 3 clusters Score -1414232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1414250.000000 Penalty: 3052.072998
	Iteration 49Q: 3 clusters Score -1414250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1414258.250000 Penalty: 3052.072998
	Iteration 50Q: 3 clusters Score -1414258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1414264.750000 Penalty: 3052.072998
	Iteration 51Q: 3 clusters Score -1414265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1414267.500000 Penalty: 3052.072998
	Iteration 52Q: 3 clusters Score -1414268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1414272.500000 Penalty: 3052.072998
	Iteration 53Q: 3 clusters Score -1414272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1414274.375000 Penalty: 3052.072998
	Iteration 54Q: 3 clusters Score -1414274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1414274.250000 Penalty: 3052.072998
	Iteration 55Q: 3 clusters Score -1414274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1414275.750000 Penalty: 3052.072998
	Iteration 56Q: 3 clusters Score -1414276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1414277.000000 Penalty: 3052.072998
	Iteration 57Q: 3 clusters Score -1414277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1414281.250000 Penalty: 3052.072998
	Iteration 58Q: 3 clusters Score -1414281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1414282.375000 Penalty: 3052.072998
	Iteration 59Q: 3 clusters Score -1414282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1414281.500000 Penalty: 3052.072998
	Iteration 60F: 3 clusters Score -1414282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Entering Unmasked Estep 
Score: -5159630.000000 Penalty: 1731.965088
	Iteration 0F: 2 clusters Score -5159630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -5134094.000000 Penalty: 3463.930176
	Iteration 0F: 3 clusters Score -5134094 nChanged 19769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -5145210.000000 Penalty: 3463.930176
	Iteration 1F: 3 clusters Score -5145210 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -5145605.000000 Penalty: 3463.930176
	Iteration 2Q: 3 clusters Score -5145605 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -5145986.000000 Penalty: 3463.930176
	Iteration 3Q: 3 clusters Score -5145986 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -5146499.000000 Penalty: 3463.930176
	Iteration 4Q: 3 clusters Score -5146499 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -5147314.000000 Penalty: 3463.930176
	Iteration 5F: 3 clusters Score -5147314 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -5148733.000000 Penalty: 3463.930176
	Iteration 6F: 3 clusters Score -5148733 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -5150880.500000 Penalty: 3463.930176
	Iteration 7F: 3 clusters Score -5150880 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -5153718.000000 Penalty: 3463.930176
	Iteration 8F: 3 clusters Score -5153718 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5156232.000000 Penalty: 3463.930176
	Iteration 9F: 3 clusters Score -5156232 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5157270.000000 Penalty: 3463.930176
	Iteration 10Q: 3 clusters Score -5157270 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5157783.500000 Penalty: 3463.930176
	Iteration 11Q: 3 clusters Score -5157784 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5158068.000000 Penalty: 3463.930176
	Iteration 12Q: 3 clusters Score -5158068 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5158198.500000 Penalty: 3463.930176
	Iteration 13Q: 3 clusters Score -5158198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5158287.500000 Penalty: 3463.930176
	Iteration 14Q: 3 clusters Score -5158288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5158342.500000 Penalty: 3463.930176
	Iteration 15Q: 3 clusters Score -5158342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5158379.000000 Penalty: 3463.930176
	Iteration 16Q: 3 clusters Score -5158379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5158395.500000 Penalty: 3463.930176
	Iteration 17Q: 3 clusters Score -5158396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5158407.500000 Penalty: 3463.930176
	Iteration 18Q: 3 clusters Score -5158408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5158437.500000 Penalty: 3463.930176
	Iteration 19Q: 3 clusters Score -5158438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5158474.500000 Penalty: 3463.930176
	Iteration 20F: 3 clusters Score -5158474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5158491.500000 Penalty: 3463.930176
	Iteration 21Q: 3 clusters Score -5158492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5158496.500000 Penalty: 3463.930176
	Iteration 22Q: 3 clusters Score -5158496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5158496.500000 Penalty: 3463.930176
	Iteration 23F: 3 clusters Score -5158496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Entering Unmasked Estep 
Score: -3507454.750000 Penalty: 1668.588257
	Iteration 0F: 2 clusters Score -3507455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3488838.500000 Penalty: 3337.176514
	Iteration 0F: 3 clusters Score -3488838 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3495920.000000 Penalty: 3337.176514
	Iteration 1F: 3 clusters Score -3495920 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3496254.750000 Penalty: 3337.176514
	Iteration 2Q: 3 clusters Score -3496255 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3496584.250000 Penalty: 3337.176514
	Iteration 3Q: 3 clusters Score -3496584 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3496904.000000 Penalty: 3337.176514
	Iteration 4Q: 3 clusters Score -3496904 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3497283.000000 Penalty: 3337.176514
	Iteration 5Q: 3 clusters Score -3497283 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3497661.250000 Penalty: 3337.176514
	Iteration 6Q: 3 clusters Score -3497661 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3498131.250000 Penalty: 3337.176514
	Iteration 7Q: 3 clusters Score -3498131 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3498774.500000 Penalty: 3337.176514
	Iteration 8Q: 3 clusters Score -3498774 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3499663.750000 Penalty: 3337.176514
	Iteration 9F: 3 clusters Score -3499664 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3500847.250000 Penalty: 3337.176514
	Iteration 10F: 3 clusters Score -3500847 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3502070.000000 Penalty: 3337.176514
	Iteration 11F: 3 clusters Score -3502070 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3503155.000000 Penalty: 3337.176514
	Iteration 12F: 3 clusters Score -3503155 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3503949.000000 Penalty: 3337.176514
	Iteration 13Q: 3 clusters Score -3503949 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3504581.500000 Penalty: 3337.176514
	Iteration 14Q: 3 clusters Score -3504582 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3505006.000000 Penalty: 3337.176514
	Iteration 15Q: 3 clusters Score -3505006 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3505388.250000 Penalty: 3337.176514
	Iteration 16Q: 3 clusters Score -3505388 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3505636.750000 Penalty: 3337.176514
	Iteration 17Q: 3 clusters Score -3505637 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3505763.000000 Penalty: 3337.176514
	Iteration 18Q: 3 clusters Score -3505763 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3505851.750000 Penalty: 3337.176514
	Iteration 19Q: 3 clusters Score -3505852 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3505891.750000 Penalty: 3337.176514
	Iteration 20F: 3 clusters Score -3505892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3505935.500000 Penalty: 3337.176514
	Iteration 21Q: 3 clusters Score -3505936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3505970.750000 Penalty: 3337.176514
	Iteration 22Q: 3 clusters Score -3505971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3505996.750000 Penalty: 3337.176514
	Iteration 23Q: 3 clusters Score -3505997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3506029.500000 Penalty: 3337.176514
	Iteration 24Q: 3 clusters Score -3506030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3506037.000000 Penalty: 3337.176514
	Iteration 25Q: 3 clusters Score -3506037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3506047.250000 Penalty: 3337.176514
	Iteration 26Q: 3 clusters Score -3506047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3506054.000000 Penalty: 3337.176514
	Iteration 27Q: 3 clusters Score -3506054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3506049.750000 Penalty: 3337.176514
	Iteration 28Q: 3 clusters Score -3506050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3506052.000000 Penalty: 3337.176514
	Iteration 29Q: 3 clusters Score -3506052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3506053.750000 Penalty: 3337.176514
	Iteration 30Q: 3 clusters Score -3506054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3506053.750000 Penalty: 3337.176514
	Iteration 31F: 3 clusters Score -3506054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53715.648438 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53715.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52766.722656 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52766.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52876.679688 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52876.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52897.671875 Penalty: 1884.705200
	Iteration 2Q: 3 clusters Score -52897.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52913.003906 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52916.023438 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52916.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52921.941406 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -52921.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52925.246094 Penalty: 1884.705200
	Iteration 6Q: 3 clusters Score -52925.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52927.250000 Penalty: 1884.705200
	Iteration 7Q: 3 clusters Score -52927.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52927.250000 Penalty: 1884.705200
	Iteration 8F: 3 clusters Score -52927.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Entering Unmasked Estep 
Score: -2132011.250000 Penalty: 1585.571533
	Iteration 0F: 2 clusters Score -2132011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2120236.250000 Penalty: 3171.143066
	Iteration 0F: 3 clusters Score -2120236 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2124550.500000 Penalty: 3171.143066
	Iteration 1F: 3 clusters Score -2124550 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2124916.250000 Penalty: 3171.143066
	Iteration 2F: 3 clusters Score -2124916 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2125287.750000 Penalty: 3171.143066
	Iteration 3Q: 3 clusters Score -2125288 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2125694.250000 Penalty: 3171.143066
	Iteration 4Q: 3 clusters Score -2125694 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2126113.500000 Penalty: 3171.143066
	Iteration 5Q: 3 clusters Score -2126114 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2126592.500000 Penalty: 3171.143066
	Iteration 6Q: 3 clusters Score -2126592 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2127072.750000 Penalty: 3171.143066
	Iteration 7Q: 3 clusters Score -2127073 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2127589.000000 Penalty: 3171.143066
	Iteration 8Q: 3 clusters Score -2127589 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2128054.250000 Penalty: 3171.143066
	Iteration 9Q: 3 clusters Score -2128054 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2128447.750000 Penalty: 3171.143066
	Iteration 10Q: 3 clusters Score -2128448 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2128762.500000 Penalty: 3171.143066
	Iteration 11Q: 3 clusters Score -2128762 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2128940.000000 Penalty: 3171.143066
	Iteration 12Q: 3 clusters Score -2128940 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2129047.750000 Penalty: 3171.143066
	Iteration 13Q: 3 clusters Score -2129048 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2129156.750000 Penalty: 3171.143066
	Iteration 14Q: 3 clusters Score -2129157 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2129258.500000 Penalty: 3171.143066
	Iteration 15Q: 3 clusters Score -2129258 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2129366.750000 Penalty: 3171.143066
	Iteration 16Q: 3 clusters Score -2129367 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2129470.750000 Penalty: 3171.143066
	Iteration 17Q: 3 clusters Score -2129471 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2129559.750000 Penalty: 3171.143066
	Iteration 18Q: 3 clusters Score -2129560 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2129648.000000 Penalty: 3171.143066
	Iteration 19Q: 3 clusters Score -2129648 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2129717.500000 Penalty: 3171.143066
	Iteration 20F: 3 clusters Score -2129718 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2129819.000000 Penalty: 3171.143066
	Iteration 21Q: 3 clusters Score -2129819 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2129924.000000 Penalty: 3171.143066
	Iteration 22Q: 3 clusters Score -2129924 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2129999.750000 Penalty: 3171.143066
	Iteration 23Q: 3 clusters Score -2130000 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2130073.250000 Penalty: 3171.143066
	Iteration 24Q: 3 clusters Score -2130073 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2130145.500000 Penalty: 3171.143066
	Iteration 25Q: 3 clusters Score -2130146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2130204.250000 Penalty: 3171.143066
	Iteration 26Q: 3 clusters Score -2130204 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2130262.500000 Penalty: 3171.143066
	Iteration 27Q: 3 clusters Score -2130262 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2130321.250000 Penalty: 3171.143066
	Iteration 28Q: 3 clusters Score -2130321 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2130374.750000 Penalty: 3171.143066
	Iteration 29Q: 3 clusters Score -2130375 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2130426.000000 Penalty: 3171.143066
	Iteration 30Q: 3 clusters Score -2130426 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2130467.000000 Penalty: 3171.143066
	Iteration 31Q: 3 clusters Score -2130467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2130512.750000 Penalty: 3171.143066
	Iteration 32Q: 3 clusters Score -2130513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2130564.750000 Penalty: 3171.143066
	Iteration 33Q: 3 clusters Score -2130565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2130600.750000 Penalty: 3171.143066
	Iteration 34Q: 3 clusters Score -2130601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2130626.250000 Penalty: 3171.143066
	Iteration 35Q: 3 clusters Score -2130626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2130634.500000 Penalty: 3171.143066
	Iteration 36Q: 3 clusters Score -2130634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2130652.500000 Penalty: 3171.143066
	Iteration 37Q: 3 clusters Score -2130652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2130666.500000 Penalty: 3171.143066
	Iteration 38Q: 3 clusters Score -2130666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2130684.500000 Penalty: 3171.143066
	Iteration 39Q: 3 clusters Score -2130684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2130694.000000 Penalty: 3171.143066
	Iteration 40F: 3 clusters Score -2130694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2130699.500000 Penalty: 3171.143066
	Iteration 41Q: 3 clusters Score -2130700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2130711.750000 Penalty: 3171.143066
	Iteration 42Q: 3 clusters Score -2130712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2130719.250000 Penalty: 3171.143066
	Iteration 43Q: 3 clusters Score -2130719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2130720.750000 Penalty: 3171.143066
	Iteration 44Q: 3 clusters Score -2130721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2130727.250000 Penalty: 3171.143066
	Iteration 45Q: 3 clusters Score -2130727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2130731.500000 Penalty: 3171.143066
	Iteration 46Q: 3 clusters Score -2130732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2130738.750000 Penalty: 3171.143066
	Iteration 47Q: 3 clusters Score -2130739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2130741.000000 Penalty: 3171.143066
	Iteration 48Q: 3 clusters Score -2130741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2130740.500000 Penalty: 3171.143066
	Iteration 49Q: 3 clusters Score -2130740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2130740.500000 Penalty: 3171.143066
	Iteration 50F: 3 clusters Score -2130740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -16169.875977 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -16169.88 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 73 members 
Entering Unmasked Estep 
Score: -15569.721680 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15569.72 nChanged 19
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: -15627.716797 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15627.72 nChanged 4
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: -15639.517578 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -15639.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15640.982422 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -15640.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15640.982422 Penalty: 1632.761108
	Iteration 4F: 3 clusters Score -15640.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -171040.734375 Penalty: 1186.107178
	Iteration 0F: 2 clusters Score -171040.7 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 740 members 
Entering Unmasked Estep 
Score: -169290.640625 Penalty: 2372.214355
	Iteration 0F: 3 clusters Score -169290.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -169627.609375 Penalty: 2372.214355
	Iteration 1F: 3 clusters Score -169627.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -169734.140625 Penalty: 2372.214355
	Iteration 2F: 3 clusters Score -169734.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -169791.875000 Penalty: 2372.214355
	Iteration 3F: 3 clusters Score -169791.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -169821.515625 Penalty: 2372.214355
	Iteration 4Q: 3 clusters Score -169821.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -169839.546875 Penalty: 2372.214355
	Iteration 5Q: 3 clusters Score -169839.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -169859.296875 Penalty: 2372.214355
	Iteration 6Q: 3 clusters Score -169859.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -169877.796875 Penalty: 2372.214355
	Iteration 7Q: 3 clusters Score -169877.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -169894.968750 Penalty: 2372.214355
	Iteration 8Q: 3 clusters Score -169895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -169906.234375 Penalty: 2372.214355
	Iteration 9Q: 3 clusters Score -169906.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -169911.578125 Penalty: 2372.214355
	Iteration 10Q: 3 clusters Score -169911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -169918.531250 Penalty: 2372.214355
	Iteration 11Q: 3 clusters Score -169918.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -169922.390625 Penalty: 2372.214355
	Iteration 12Q: 3 clusters Score -169922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -169923.218750 Penalty: 2372.214355
	Iteration 13Q: 3 clusters Score -169923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -169923.703125 Penalty: 2372.214355
	Iteration 14Q: 3 clusters Score -169923.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -169923.703125 Penalty: 2372.214355
	Iteration 15F: 3 clusters Score -169923.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Entering Unmasked Estep 
Score: -3467771.750000 Penalty: 1662.119629
	Iteration 0F: 2 clusters Score -3467772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3450670.000000 Penalty: 3324.239258
	Iteration 0F: 3 clusters Score -3450670 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3457492.750000 Penalty: 3324.239258
	Iteration 1F: 3 clusters Score -3457493 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3457766.500000 Penalty: 3324.239258
	Iteration 2Q: 3 clusters Score -3457766 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3458026.750000 Penalty: 3324.239258
	Iteration 3Q: 3 clusters Score -3458027 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3458276.250000 Penalty: 3324.239258
	Iteration 4Q: 3 clusters Score -3458276 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3458520.250000 Penalty: 3324.239258
	Iteration 5Q: 3 clusters Score -3458520 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3458779.250000 Penalty: 3324.239258
	Iteration 6Q: 3 clusters Score -3458779 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3459078.250000 Penalty: 3324.239258
	Iteration 7Q: 3 clusters Score -3459078 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3459477.750000 Penalty: 3324.239258
	Iteration 8Q: 3 clusters Score -3459478 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3460035.000000 Penalty: 3324.239258
	Iteration 9Q: 3 clusters Score -3460035 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3460872.500000 Penalty: 3324.239258
	Iteration 10Q: 3 clusters Score -3460872 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3461888.250000 Penalty: 3324.239258
	Iteration 11F: 3 clusters Score -3461888 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3462716.000000 Penalty: 3324.239258
	Iteration 12F: 3 clusters Score -3462716 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -3463202.250000 Penalty: 3324.239258
	Iteration 13Q: 3 clusters Score -3463202 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3463392.250000 Penalty: 3324.239258
	Iteration 14Q: 3 clusters Score -3463392 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3463454.500000 Penalty: 3324.239258
	Iteration 15Q: 3 clusters Score -3463454 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3463486.250000 Penalty: 3324.239258
	Iteration 16Q: 3 clusters Score -3463486 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3463538.750000 Penalty: 3324.239258
	Iteration 17Q: 3 clusters Score -3463539 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3463568.000000 Penalty: 3324.239258
	Iteration 18Q: 3 clusters Score -3463568 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3463594.750000 Penalty: 3324.239258
	Iteration 19Q: 3 clusters Score -3463595 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3463639.750000 Penalty: 3324.239258
	Iteration 20F: 3 clusters Score -3463640 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3463664.000000 Penalty: 3324.239258
	Iteration 21Q: 3 clusters Score -3463664 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3463680.500000 Penalty: 3324.239258
	Iteration 22Q: 3 clusters Score -3463680 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3463694.500000 Penalty: 3324.239258
	Iteration 23Q: 3 clusters Score -3463694 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3463712.000000 Penalty: 3324.239258
	Iteration 24Q: 3 clusters Score -3463712 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3463736.000000 Penalty: 3324.239258
	Iteration 25Q: 3 clusters Score -3463736 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3463764.000000 Penalty: 3324.239258
	Iteration 26Q: 3 clusters Score -3463764 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3463797.500000 Penalty: 3324.239258
	Iteration 27Q: 3 clusters Score -3463798 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3463811.500000 Penalty: 3324.239258
	Iteration 28Q: 3 clusters Score -3463812 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3463837.000000 Penalty: 3324.239258
	Iteration 29Q: 3 clusters Score -3463837 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3463855.750000 Penalty: 3324.239258
	Iteration 30Q: 3 clusters Score -3463856 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3463889.250000 Penalty: 3324.239258
	Iteration 31Q: 3 clusters Score -3463889 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3463916.000000 Penalty: 3324.239258
	Iteration 32Q: 3 clusters Score -3463916 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3463941.000000 Penalty: 3324.239258
	Iteration 33Q: 3 clusters Score -3463941 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3463966.250000 Penalty: 3324.239258
	Iteration 34Q: 3 clusters Score -3463966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3463987.000000 Penalty: 3324.239258
	Iteration 35Q: 3 clusters Score -3463987 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3464001.750000 Penalty: 3324.239258
	Iteration 36Q: 3 clusters Score -3464002 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3464016.250000 Penalty: 3324.239258
	Iteration 37Q: 3 clusters Score -3464016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3464037.250000 Penalty: 3324.239258
	Iteration 38Q: 3 clusters Score -3464037 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3464056.750000 Penalty: 3324.239258
	Iteration 39Q: 3 clusters Score -3464057 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3464074.000000 Penalty: 3324.239258
	Iteration 40F: 3 clusters Score -3464074 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3464088.250000 Penalty: 3324.239258
	Iteration 41Q: 3 clusters Score -3464088 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3464111.250000 Penalty: 3324.239258
	Iteration 42Q: 3 clusters Score -3464111 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3464118.250000 Penalty: 3324.239258
	Iteration 43Q: 3 clusters Score -3464118 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3464134.000000 Penalty: 3324.239258
	Iteration 44Q: 3 clusters Score -3464134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3464145.250000 Penalty: 3324.239258
	Iteration 45Q: 3 clusters Score -3464145 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3464158.500000 Penalty: 3324.239258
	Iteration 46Q: 3 clusters Score -3464158 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3464190.500000 Penalty: 3324.239258
	Iteration 47Q: 3 clusters Score -3464190 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -3464226.000000 Penalty: 3324.239258
	Iteration 48Q: 3 clusters Score -3464226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3464237.500000 Penalty: 3324.239258
	Iteration 49Q: 3 clusters Score -3464238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3464251.750000 Penalty: 3324.239258
	Iteration 50Q: 3 clusters Score -3464252 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3464275.500000 Penalty: 3324.239258
	Iteration 51Q: 3 clusters Score -3464276 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3464287.250000 Penalty: 3324.239258
	Iteration 52Q: 3 clusters Score -3464287 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -3464326.000000 Penalty: 3324.239258
	Iteration 53Q: 3 clusters Score -3464326 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -3464336.250000 Penalty: 3324.239258
	Iteration 54Q: 3 clusters Score -3464336 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3464350.500000 Penalty: 3324.239258
	Iteration 55Q: 3 clusters Score -3464350 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3464388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -3464403.250000 Penalty: 3324.239258
	Iteration 57Q: 3 clusters Score -3464403 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3464407.750000 Penalty: 3324.239258
	Iteration 58Q: 3 clusters Score -3464408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3464421.000000 Penalty: 3324.239258
	Iteration 59Q: 3 clusters Score -3464421 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3464451.500000 Penalty: 3324.239258
	Iteration 60F: 3 clusters Score -3464452 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3464463 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3464486 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3464507.750000 Penalty: 3324.239258
	Iteration 63Q: 3 clusters Score -3464508 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3464539.000000 Penalty: 3324.239258
	Iteration 64Q: 3 clusters Score -3464539 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3464558 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3464554.250000 Penalty: 3324.239258
	Iteration 66Q: 3 clusters Score -3464554 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3464554 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3464570 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3464579.750000 Penalty: 3324.239258
	Iteration 69Q: 3 clusters Score -3464580 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3464601.000000 Penalty: 3324.239258
	Iteration 70Q: 3 clusters Score -3464601 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3464619 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3464644.750000 Penalty: 3324.239258
	Iteration 72Q: 3 clusters Score -3464645 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3464663 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3464670 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3464689 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3464688 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3464699 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3464709 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3464723.250000 Penalty: 3324.239258
	Iteration 79Q: 3 clusters Score -3464723 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3464734.750000 Penalty: 3324.239258
	Iteration 80F: 3 clusters Score -3464735 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3464743.000000 Penalty: 3324.239258
	Iteration 81Q: 3 clusters Score -3464743 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3464751 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3464760 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3464762 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3464807.000000 Penalty: 3324.239258
	Iteration 85Q: 3 clusters Score -3464807 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3464836 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3464862 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3464900 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3464921.500000 Penalty: 3324.239258
	Iteration 89Q: 3 clusters Score -3464922 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3464950 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3464981.000000 Penalty: 3324.239258
	Iteration 91Q: 3 clusters Score -3464981 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3465004.250000 Penalty: 3324.239258
	Iteration 92Q: 3 clusters Score -3465004 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3465032 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3465048 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3465094 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3465114.000000 Penalty: 3324.239258
	Iteration 96Q: 3 clusters Score -3465114 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3465145.750000 Penalty: 3324.239258
	Iteration 97Q: 3 clusters Score -3465146 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -3465182.000000 Penalty: 3324.239258
	Iteration 98Q: 3 clusters Score -3465182 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3465221.000000 Penalty: 3324.239258
	Iteration 99Q: 3 clusters Score -3465221 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3465263.250000 Penalty: 3324.239258
	Iteration 100F: 3 clusters Score -3465263 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3465314.500000 Penalty: 3324.239258
	Iteration 101Q: 3 clusters Score -3465314 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3465351.500000 Penalty: 3324.239258
	Iteration 102Q: 3 clusters Score -3465352 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3465368.500000 Penalty: 3324.239258
	Iteration 103Q: 3 clusters Score -3465368 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3465395.000000 Penalty: 3324.239258
	Iteration 104Q: 3 clusters Score -3465395 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3465400.750000 Penalty: 3324.239258
	Iteration 105Q: 3 clusters Score -3465401 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3465413.250000 Penalty: 3324.239258
	Iteration 106Q: 3 clusters Score -3465413 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -3465425.250000 Penalty: 3324.239258
	Iteration 107Q: 3 clusters Score -3465425 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3465447.000000 Penalty: 3324.239258
	Iteration 108Q: 3 clusters Score -3465447 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3465451.250000 Penalty: 3324.239258
	Iteration 109Q: 3 clusters Score -3465451 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3465461.500000 Penalty: 3324.239258
	Iteration 110Q: 3 clusters Score -3465462 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3465463 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3465469 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3465472.250000 Penalty: 3324.239258
	Iteration 113Q: 3 clusters Score -3465472 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3465480.750000 Penalty: 3324.239258
	Iteration 114Q: 3 clusters Score -3465481 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -3465488.000000 Penalty: 3324.239258
	Iteration 115Q: 3 clusters Score -3465488 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3465485.000000 Penalty: 3324.239258
	Iteration 116Q: 3 clusters Score -3465485 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3465502.500000 Penalty: 3324.239258
	Iteration 117Q: 3 clusters Score -3465502 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3465500.250000 Penalty: 3324.239258
	Iteration 118Q: 3 clusters Score -3465500 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3465513.250000 Penalty: 3324.239258
	Iteration 119Q: 3 clusters Score -3465513 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3465518.000000 Penalty: 3324.239258
	Iteration 120F: 3 clusters Score -3465518 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3465514.750000 Penalty: 3324.239258
	Iteration 121Q: 3 clusters Score -3465515 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3465526.000000 Penalty: 3324.239258
	Iteration 122Q: 3 clusters Score -3465526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3465549.250000 Penalty: 3324.239258
	Iteration 123Q: 3 clusters Score -3465549 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3465564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3465561.750000 Penalty: 3324.239258
	Iteration 125Q: 3 clusters Score -3465562 nChanged 80
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Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -3465577.000000 Penalty: 3324.239258
	Iteration 126Q: 3 clusters Score -3465577 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3465572 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3465580 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3465591.250000 Penalty: 3324.239258
	Iteration 129Q: 3 clusters Score -3465591 nChanged 62
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Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3465589.000000 Penalty: 3324.239258
	Iteration 130Q: 3 clusters Score -3465589 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3465593 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3465587.500000 Penalty: 3324.239258
	Iteration 132Q: 3 clusters Score -3465588 nChanged 43
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Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3465593 nChanged 46
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Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3465598.250000 Penalty: 3324.239258
	Iteration 134Q: 3 clusters Score -3465598 nChanged 42
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Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3465598 nChanged 40
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Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3465601.750000 Penalty: 3324.239258
	Iteration 136Q: 3 clusters Score -3465602 nChanged 37
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Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3465608.500000 Penalty: 3324.239258
	Iteration 137Q: 3 clusters Score -3465608 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3465611.000000 Penalty: 3324.239258
	Iteration 138Q: 3 clusters Score -3465611 nChanged 46
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Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3465619.250000 Penalty: 3324.239258
	Iteration 139Q: 3 clusters Score -3465619 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3465646.500000 Penalty: 3324.239258
	Iteration 140F: 3 clusters Score -3465646 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3465674 nChanged 65
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Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3465688 nChanged 62
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Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3465714 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3465733 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3465764 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3465808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3465834 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3465873 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3465911 nChanged 116
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Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3465947 nChanged 107
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Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3465973 nChanged 108
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Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3466013 nChanged 111
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Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3466045 nChanged 117
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Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3466079 nChanged 131
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Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3466110 nChanged 147
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Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3466126 nChanged 160
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Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3466175 nChanged 176
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Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3466222 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3466262 nChanged 207
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Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3466297 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3466328 nChanged 213
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Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3466376 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3466398 nChanged 207
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Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3466418 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3466434 nChanged 167
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Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3466448 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3466454 nChanged 169
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Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3466448 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3466435.000000 Penalty: 3324.239258
	Iteration 169Q: 3 clusters Score -3466435 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3466433 nChanged 127
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Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3466425 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3466423 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3466426 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3466425 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3466436 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3466412 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3466402.250000 Penalty: 3324.239258
	Iteration 177Q: 3 clusters Score -3466402 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3466395 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3466376 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3466386 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3466385 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3466378 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3466393 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3466378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3466375 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3466385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3466386.500000 Penalty: 3324.239258
	Iteration 187Q: 3 clusters Score -3466386 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3466399.250000 Penalty: 3324.239258
	Iteration 188Q: 3 clusters Score -3466399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3466393.000000 Penalty: 3324.239258
	Iteration 189Q: 3 clusters Score -3466393 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3466388.500000 Penalty: 3324.239258
	Iteration 190Q: 3 clusters Score -3466388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3466381.000000 Penalty: 3324.239258
	Iteration 191Q: 3 clusters Score -3466381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3466377.750000 Penalty: 3324.239258
	Iteration 192Q: 3 clusters Score -3466378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3466387.000000 Penalty: 3324.239258
	Iteration 193Q: 3 clusters Score -3466387 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3466389.000000 Penalty: 3324.239258
	Iteration 194Q: 3 clusters Score -3466389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3466372.250000 Penalty: 3324.239258
	Iteration 195Q: 3 clusters Score -3466372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3466363.000000 Penalty: 3324.239258
	Iteration 196Q: 3 clusters Score -3466363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3466362.000000 Penalty: 3324.239258
	Iteration 197Q: 3 clusters Score -3466362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3466362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3466355.000000 Penalty: 3324.239258
	Iteration 199Q: 3 clusters Score -3466355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3466352.000000 Penalty: 3324.239258
	Iteration 200F: 3 clusters Score -3466352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3466360.250000 Penalty: 3324.239258
	Iteration 201Q: 3 clusters Score -3466360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3466362.750000 Penalty: 3324.239258
	Iteration 202Q: 3 clusters Score -3466363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3466359.000000 Penalty: 3324.239258
	Iteration 203Q: 3 clusters Score -3466359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3466357.000000 Penalty: 3324.239258
	Iteration 204Q: 3 clusters Score -3466357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3466341.000000 Penalty: 3324.239258
	Iteration 205Q: 3 clusters Score -3466341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3466350.500000 Penalty: 3324.239258
	Iteration 206Q: 3 clusters Score -3466350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3466339.500000 Penalty: 3324.239258
	Iteration 207Q: 3 clusters Score -3466340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3466345.750000 Penalty: 3324.239258
	Iteration 208Q: 3 clusters Score -3466346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3466353.750000 Penalty: 3324.239258
	Iteration 209Q: 3 clusters Score -3466354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3466355.000000 Penalty: 3324.239258
	Iteration 210Q: 3 clusters Score -3466355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3466357.250000 Penalty: 3324.239258
	Iteration 211Q: 3 clusters Score -3466357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3466356.250000 Penalty: 3324.239258
	Iteration 212Q: 3 clusters Score -3466356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3466354.750000 Penalty: 3324.239258
	Iteration 213Q: 3 clusters Score -3466355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3466355.000000 Penalty: 3324.239258
	Iteration 214Q: 3 clusters Score -3466355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3466360.750000 Penalty: 3324.239258
	Iteration 215Q: 3 clusters Score -3466361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3466364.500000 Penalty: 3324.239258
	Iteration 216Q: 3 clusters Score -3466364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3466364.250000 Penalty: 3324.239258
	Iteration 217Q: 3 clusters Score -3466364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3466372.250000 Penalty: 3324.239258
	Iteration 218Q: 3 clusters Score -3466372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3466359.250000 Penalty: 3324.239258
	Iteration 219Q: 3 clusters Score -3466359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3466367.500000 Penalty: 3324.239258
	Iteration 220F: 3 clusters Score -3466368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3466367.750000 Penalty: 3324.239258
	Iteration 221Q: 3 clusters Score -3466368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3466370.250000 Penalty: 3324.239258
	Iteration 222Q: 3 clusters Score -3466370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3466373.000000 Penalty: 3324.239258
	Iteration 223Q: 3 clusters Score -3466373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3466378.500000 Penalty: 3324.239258
	Iteration 224Q: 3 clusters Score -3466378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3466382.750000 Penalty: 3324.239258
	Iteration 225Q: 3 clusters Score -3466383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3466391.250000 Penalty: 3324.239258
	Iteration 226Q: 3 clusters Score -3466391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3466384.500000 Penalty: 3324.239258
	Iteration 227Q: 3 clusters Score -3466384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3466378.750000 Penalty: 3324.239258
	Iteration 228Q: 3 clusters Score -3466379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3466379.250000 Penalty: 3324.239258
	Iteration 229Q: 3 clusters Score -3466379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3466376.750000 Penalty: 3324.239258
	Iteration 230Q: 3 clusters Score -3466377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3466379.500000 Penalty: 3324.239258
	Iteration 231Q: 3 clusters Score -3466380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3466378.500000 Penalty: 3324.239258
	Iteration 232Q: 3 clusters Score -3466378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -3466378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -3466378 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3466377.500000 Penalty: 3324.239258
	Iteration 235F: 3 clusters Score -3466378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -99961.132812 Penalty: 1103.755981
	Iteration 0F: 2 clusters Score -99961.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98657.921875 Penalty: 2207.511963
	Iteration 0F: 3 clusters Score -98657.92 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98911.570312 Penalty: 2207.511963
	Iteration 1F: 3 clusters Score -98911.57 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98976.023438 Penalty: 2207.511963
	Iteration 2F: 3 clusters Score -98976.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99009.820312 Penalty: 2207.511963
	Iteration 3Q: 3 clusters Score -99009.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99031.656250 Penalty: 2207.511963
	Iteration 4Q: 3 clusters Score -99031.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99039.500000 Penalty: 2207.511963
	Iteration 5Q: 3 clusters Score -99039.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99041.835938 Penalty: 2207.511963
	Iteration 6Q: 3 clusters Score -99041.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99044.460938 Penalty: 2207.511963
	Iteration 7Q: 3 clusters Score -99044.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99045.710938 Penalty: 2207.511963
	Iteration 8Q: 3 clusters Score -99045.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99045.710938 Penalty: 2207.511963
	Iteration 9F: 3 clusters Score -99045.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 21685 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 15223 members 
Mstep: Class 7 contains 7640 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 42542 members 
Mstep: Class 11 contains 28803 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17281 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1479 members 
Mstep: Class 18 contains 27679 members 
Mstep: Class 19 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444440.000000 Penalty: 29981.072266
Iteration 79Q: 16 clusters Score -2.644444e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 21687 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24518 members 
Mstep: Class 6 contains 15415 members 
Mstep: Class 7 contains 7697 members 
Mstep: Class 8 contains 11921 members 
Mstep: Class 9 contains 42547 members 
Mstep: Class 11 contains 28767 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17235 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1479 members 
Mstep: Class 18 contains 27640 members 
Mstep: Class 19 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444518.000000 Penalty: 29981.072266
Iteration 80F: 16 clusters Score -2.644452e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 21686 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24503 members 
Mstep: Class 6 contains 15597 members 
Mstep: Class 7 contains 7764 members 
Mstep: Class 8 contains 11859 members 
Mstep: Class 9 contains 42544 members 
Mstep: Class 11 contains 28733 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17183 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1480 members 
Mstep: Class 18 contains 27594 members 
Mstep: Class 19 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444554.000000 Penalty: 29981.072266
Iteration 81Q: 16 clusters Score -2.644455e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 21681 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24505 members 
Mstep: Class 6 contains 15758 members 
Mstep: Class 7 contains 7829 members 
Mstep: Class 8 contains 11800 members 
Mstep: Class 9 contains 42560 members 
Mstep: Class 11 contains 28717 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17144 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1479 members 
Mstep: Class 18 contains 27519 members 
Mstep: Class 19 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444626.000000 Penalty: 29981.072266
Iteration 82Q: 16 clusters Score -2.644463e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 21673 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24510 members 
Mstep: Class 6 contains 15905 members 
Mstep: Class 7 contains 7911 members 
Mstep: Class 8 contains 11730 members 
Mstep: Class 9 contains 42547 members 
Mstep: Class 11 contains 28711 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17102 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1480 members 
Mstep: Class 18 contains 27463 members 
Mstep: Class 19 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444600.000000 Penalty: 29981.072266
Iteration 83Q: 16 clusters Score -2.64446e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 21667 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24506 members 
Mstep: Class 6 contains 16039 members 
Mstep: Class 7 contains 7978 members 
Mstep: Class 8 contains 11661 members 
Mstep: Class 9 contains 42537 members 
Mstep: Class 11 contains 28710 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17069 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 27419 members 
Mstep: Class 19 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 16 clusters Score -2.644459e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 21659 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24507 members 
Mstep: Class 6 contains 16175 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 11590 members 
Mstep: Class 9 contains 42517 members 
Mstep: Class 11 contains 28683 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 17040 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 27367 members 
Mstep: Class 19 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444634.000000 Penalty: 29981.072266
Iteration 85Q: 16 clusters Score -2.644463e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 21654 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 24504 members 
Mstep: Class 6 contains 16305 members 
Mstep: Class 7 contains 8122 members 
Mstep: Class 8 contains 11518 members 
Mstep: Class 9 contains 42509 members 
Mstep: Class 11 contains 28669 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16999 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1482 members 
Mstep: Class 18 contains 27310 members 
Mstep: Class 19 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444716.000000 Penalty: 29981.072266
Iteration 86Q: 16 clusters Score -2.644472e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 21654 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 5 contains 24499 members 
Mstep: Class 6 contains 16430 members 
Mstep: Class 7 contains 8194 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 42529 members 
Mstep: Class 11 contains 28652 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16962 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 27253 members 
Mstep: Class 19 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444766.000000 Penalty: 29981.072266
Iteration 87Q: 16 clusters Score -2.644477e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 21661 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 5 contains 24506 members 
Mstep: Class 6 contains 16573 members 
Mstep: Class 7 contains 8267 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 42543 members 
Mstep: Class 11 contains 28609 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16929 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 27200 members 
Mstep: Class 19 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444768.000000 Penalty: 29981.072266
Iteration 88Q: 16 clusters Score -2.644477e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 21670 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 5 contains 24497 members 
Mstep: Class 6 contains 16701 members 
Mstep: Class 7 contains 8320 members 
Mstep: Class 8 contains 11313 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 11 contains 28566 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16896 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 27149 members 
Mstep: Class 19 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444772.000000 Penalty: 29981.072266
Iteration 89Q: 16 clusters Score -2.644477e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 21671 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 5 contains 24497 members 
Mstep: Class 6 contains 16840 members 
Mstep: Class 7 contains 8380 members 
Mstep: Class 8 contains 11266 members 
Mstep: Class 9 contains 42551 members 
Mstep: Class 11 contains 28548 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16867 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 27080 members 
Mstep: Class 19 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444774.000000 Penalty: 29981.072266
Iteration 90Q: 16 clusters Score -2.644477e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 21668 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 5 contains 24503 members 
Mstep: Class 6 contains 16971 members 
Mstep: Class 7 contains 8430 members 
Mstep: Class 8 contains 11223 members 
Mstep: Class 9 contains 42529 members 
Mstep: Class 11 contains 28548 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16832 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 27010 members 
Mstep: Class 19 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444912.000000 Penalty: 29981.072266
Iteration 91Q: 16 clusters Score -2.644491e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 21672 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 5 contains 24517 members 
Mstep: Class 6 contains 17071 members 
Mstep: Class 7 contains 8474 members 
Mstep: Class 8 contains 11176 members 
Mstep: Class 9 contains 42532 members 
Mstep: Class 11 contains 28537 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16797 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1480 members 
Mstep: Class 18 contains 26953 members 
Mstep: Class 19 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444930.000000 Penalty: 29981.072266
Iteration 92Q: 16 clusters Score -2.644493e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 21675 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24532 members 
Mstep: Class 6 contains 17171 members 
Mstep: Class 7 contains 8507 members 
Mstep: Class 8 contains 11128 members 
Mstep: Class 9 contains 42523 members 
Mstep: Class 11 contains 28536 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16761 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1480 members 
Mstep: Class 18 contains 26910 members 
Mstep: Class 19 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444874.000000 Penalty: 29981.072266
Iteration 93Q: 16 clusters Score -2.644487e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 21675 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24540 members 
Mstep: Class 6 contains 17268 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 42505 members 
Mstep: Class 11 contains 28537 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16716 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1482 members 
Mstep: Class 18 contains 26890 members 
Mstep: Class 19 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444982.000000 Penalty: 29981.072266
Iteration 94Q: 16 clusters Score -2.644498e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 21683 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 17334 members 
Mstep: Class 7 contains 8561 members 
Mstep: Class 8 contains 11046 members 
Mstep: Class 9 contains 42491 members 
Mstep: Class 11 contains 28536 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16683 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 26851 members 
Mstep: Class 19 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444950.000000 Penalty: 29981.072266
Iteration 95Q: 16 clusters Score -2.644495e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 21697 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24585 members 
Mstep: Class 6 contains 17413 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 11006 members 
Mstep: Class 9 contains 42471 members 
Mstep: Class 11 contains 28537 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16643 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 26820 members 
Mstep: Class 19 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444890.000000 Penalty: 29981.072266
Iteration 96Q: 16 clusters Score -2.644489e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 21704 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24608 members 
Mstep: Class 6 contains 17491 members 
Mstep: Class 7 contains 8614 members 
Mstep: Class 8 contains 10978 members 
Mstep: Class 9 contains 42440 members 
Mstep: Class 11 contains 28530 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16611 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1484 members 
Mstep: Class 18 contains 26789 members 
Mstep: Class 19 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444880.000000 Penalty: 29981.072266
Iteration 97Q: 16 clusters Score -2.644488e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 21705 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 17589 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 10951 members 
Mstep: Class 9 contains 42405 members 
Mstep: Class 11 contains 28529 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16580 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1484 members 
Mstep: Class 18 contains 26751 members 
Mstep: Class 19 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444978.000000 Penalty: 29981.072266
Iteration 98Q: 16 clusters Score -2.644498e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 21711 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24657 members 
Mstep: Class 6 contains 17691 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 10931 members 
Mstep: Class 9 contains 42349 members 
Mstep: Class 11 contains 28526 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16555 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1484 members 
Mstep: Class 18 contains 26714 members 
Mstep: Class 19 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445064.000000 Penalty: 29981.072266
Iteration 99Q: 16 clusters Score -2.644506e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 21717 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24671 members 
Mstep: Class 6 contains 17781 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 10900 members 
Mstep: Class 9 contains 42299 members 
Mstep: Class 11 contains 28513 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16541 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1484 members 
Mstep: Class 18 contains 26705 members 
Mstep: Class 19 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445092.000000 Penalty: 29981.072266
Iteration 100F: 16 clusters Score -2.644509e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 21717 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24693 members 
Mstep: Class 6 contains 17854 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 10870 members 
Mstep: Class 9 contains 42291 members 
Mstep: Class 11 contains 28502 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16529 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 26683 members 
Mstep: Class 19 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445096.000000 Penalty: 29981.072266
Iteration 101Q: 16 clusters Score -2.64451e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 21730 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24706 members 
Mstep: Class 6 contains 17922 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 10837 members 
Mstep: Class 9 contains 42274 members 
Mstep: Class 11 contains 28495 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16528 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 26632 members 
Mstep: Class 19 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 16 clusters Score -2.644508e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 21734 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24697 members 
Mstep: Class 6 contains 17975 members 
Mstep: Class 7 contains 8681 members 
Mstep: Class 8 contains 10806 members 
Mstep: Class 9 contains 42282 members 
Mstep: Class 11 contains 28491 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16531 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1491 members 
Mstep: Class 18 contains 26599 members 
Mstep: Class 19 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 16 clusters Score -2.644517e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 21738 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24685 members 
Mstep: Class 6 contains 18033 members 
Mstep: Class 7 contains 8687 members 
Mstep: Class 8 contains 10776 members 
Mstep: Class 9 contains 42267 members 
Mstep: Class 11 contains 28498 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16522 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1494 members 
Mstep: Class 18 contains 26583 members 
Mstep: Class 19 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 16 clusters Score -2.644522e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 21744 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24661 members 
Mstep: Class 6 contains 18087 members 
Mstep: Class 7 contains 8696 members 
Mstep: Class 8 contains 10750 members 
Mstep: Class 9 contains 42244 members 
Mstep: Class 11 contains 28493 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16513 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 26589 members 
Mstep: Class 19 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 16 clusters Score -2.644527e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 21750 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24640 members 
Mstep: Class 6 contains 18132 members 
Mstep: Class 7 contains 8711 members 
Mstep: Class 8 contains 10718 members 
Mstep: Class 9 contains 42205 members 
Mstep: Class 11 contains 28494 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16496 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 26610 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 16 clusters Score -2.644519e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 21758 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24618 members 
Mstep: Class 6 contains 18182 members 
Mstep: Class 7 contains 8725 members 
Mstep: Class 8 contains 10687 members 
Mstep: Class 9 contains 42195 members 
Mstep: Class 11 contains 28487 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16483 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 26619 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 16 clusters Score -2.64452e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 21769 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24598 members 
Mstep: Class 6 contains 18228 members 
Mstep: Class 7 contains 8740 members 
Mstep: Class 8 contains 10655 members 
Mstep: Class 9 contains 42185 members 
Mstep: Class 11 contains 28479 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16469 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1503 members 
Mstep: Class 18 contains 26633 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 16 clusters Score -2.644532e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 21779 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24588 members 
Mstep: Class 6 contains 18269 members 
Mstep: Class 7 contains 8745 members 
Mstep: Class 8 contains 10629 members 
Mstep: Class 9 contains 42181 members 
Mstep: Class 11 contains 28477 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16459 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 26631 members 
Mstep: Class 19 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 16 clusters Score -2.644532e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 21787 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24581 members 
Mstep: Class 6 contains 18304 members 
Mstep: Class 7 contains 8751 members 
Mstep: Class 8 contains 10603 members 
Mstep: Class 9 contains 42164 members 
Mstep: Class 11 contains 28476 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16453 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 26641 members 
Mstep: Class 19 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445382.000000 Penalty: 29981.072266
Iteration 110Q: 16 clusters Score -2.644538e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 21800 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24577 members 
Mstep: Class 6 contains 18348 members 
Mstep: Class 7 contains 8753 members 
Mstep: Class 8 contains 10575 members 
Mstep: Class 9 contains 42154 members 
Mstep: Class 11 contains 28465 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16443 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 26645 members 
Mstep: Class 19 contains 874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445332.000000 Penalty: 29981.072266
Iteration 111Q: 16 clusters Score -2.644533e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 21809 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24572 members 
Mstep: Class 6 contains 18385 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 10545 members 
Mstep: Class 9 contains 42162 members 
Mstep: Class 11 contains 28450 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16441 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1507 members 
Mstep: Class 18 contains 26642 members 
Mstep: Class 19 contains 874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445400.000000 Penalty: 29981.072266
Iteration 112Q: 16 clusters Score -2.64454e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 21818 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24566 members 
Mstep: Class 6 contains 18418 members 
Mstep: Class 7 contains 8765 members 
Mstep: Class 8 contains 10518 members 
Mstep: Class 9 contains 42161 members 
Mstep: Class 11 contains 28448 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16429 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 26637 members 
Mstep: Class 19 contains 874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445428.000000 Penalty: 29981.072266
Iteration 113Q: 16 clusters Score -2.644543e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 21823 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24563 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 8775 members 
Mstep: Class 8 contains 10491 members 
Mstep: Class 9 contains 42158 members 
Mstep: Class 11 contains 28448 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16421 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 26628 members 
Mstep: Class 19 contains 874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445366.000000 Penalty: 29981.072266
Iteration 114Q: 16 clusters Score -2.644537e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 21834 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24563 members 
Mstep: Class 6 contains 18473 members 
Mstep: Class 7 contains 8780 members 
Mstep: Class 8 contains 10477 members 
Mstep: Class 9 contains 42161 members 
Mstep: Class 11 contains 28447 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16406 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 26617 members 
Mstep: Class 19 contains 874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445300.000000 Penalty: 29981.072266
Iteration 115Q: 16 clusters Score -2.64453e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 21839 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24576 members 
Mstep: Class 6 contains 18488 members 
Mstep: Class 7 contains 8777 members 
Mstep: Class 8 contains 10459 members 
Mstep: Class 9 contains 42171 members 
Mstep: Class 11 contains 28435 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16394 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 26617 members 
Mstep: Class 19 contains 874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445266.000000 Penalty: 29981.072266
Iteration 116Q: 16 clusters Score -2.644527e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 21838 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24585 members 
Mstep: Class 6 contains 18503 members 
Mstep: Class 7 contains 8780 members 
Mstep: Class 8 contains 10442 members 
Mstep: Class 9 contains 42166 members 
Mstep: Class 11 contains 28433 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16393 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 26617 members 
Mstep: Class 19 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445300.000000 Penalty: 29981.072266
Iteration 117Q: 16 clusters Score -2.64453e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 21845 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24600 members 
Mstep: Class 6 contains 18518 members 
Mstep: Class 7 contains 8789 members 
Mstep: Class 8 contains 10428 members 
Mstep: Class 9 contains 42149 members 
Mstep: Class 11 contains 28435 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16384 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 26616 members 
Mstep: Class 19 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445304.000000 Penalty: 29981.072266
Iteration 118Q: 16 clusters Score -2.64453e+07 nChanged 162
Entering ConstructFrom: 
Score: -26445304.000000 Penalty: 29981.072266
Entering ConstructFrom: 
Trying to split cluster 1 (18671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Entering Unmasked Estep 
Score: -2270307.500000 Penalty: 1598.143066
	Iteration 0F: 2 clusters Score -2270308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2257526.500000 Penalty: 3196.286133
	Iteration 0F: 3 clusters Score -2257526 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2261989.000000 Penalty: 3196.286133
	Iteration 1F: 3 clusters Score -2261989 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2262364.500000 Penalty: 3196.286133
	Iteration 2F: 3 clusters Score -2262364 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2262754.750000 Penalty: 3196.286133
	Iteration 3Q: 3 clusters Score -2262755 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2263168.500000 Penalty: 3196.286133
	Iteration 4Q: 3 clusters Score -2263168 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2263692.250000 Penalty: 3196.286133
	Iteration 5F: 3 clusters Score -2263692 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2264341.750000 Penalty: 3196.286133
	Iteration 6F: 3 clusters Score -2264342 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2265236.500000 Penalty: 3196.286133
	Iteration 7F: 3 clusters Score -2265236 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2266163.250000 Penalty: 3196.286133
	Iteration 8F: 3 clusters Score -2266163 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2266995.000000 Penalty: 3196.286133
	Iteration 9F: 3 clusters Score -2266995 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2267637.750000 Penalty: 3196.286133
	Iteration 10Q: 3 clusters Score -2267638 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2268098.750000 Penalty: 3196.286133
	Iteration 11Q: 3 clusters Score -2268099 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2268407.250000 Penalty: 3196.286133
	Iteration 12Q: 3 clusters Score -2268407 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2268609.500000 Penalty: 3196.286133
	Iteration 13Q: 3 clusters Score -2268610 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2268738.000000 Penalty: 3196.286133
	Iteration 14Q: 3 clusters Score -2268738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2268836.000000 Penalty: 3196.286133
	Iteration 15Q: 3 clusters Score -2268836 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2268900.250000 Penalty: 3196.286133
	Iteration 16Q: 3 clusters Score -2268900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2268970.000000 Penalty: 3196.286133
	Iteration 17Q: 3 clusters Score -2268970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2269016.000000 Penalty: 3196.286133
	Iteration 18Q: 3 clusters Score -2269016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2269047.250000 Penalty: 3196.286133
	Iteration 19Q: 3 clusters Score -2269047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2269084.750000 Penalty: 3196.286133
	Iteration 20F: 3 clusters Score -2269085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2269107.750000 Penalty: 3196.286133
	Iteration 21Q: 3 clusters Score -2269108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2269122.750000 Penalty: 3196.286133
	Iteration 22Q: 3 clusters Score -2269123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2269137.000000 Penalty: 3196.286133
	Iteration 23Q: 3 clusters Score -2269137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2269145.250000 Penalty: 3196.286133
	Iteration 24Q: 3 clusters Score -2269145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2269152.500000 Penalty: 3196.286133
	Iteration 25Q: 3 clusters Score -2269152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2269157.000000 Penalty: 3196.286133
	Iteration 26Q: 3 clusters Score -2269157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2269156.500000 Penalty: 3196.286133
	Iteration 27Q: 3 clusters Score -2269156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2269162.250000 Penalty: 3196.286133
	Iteration 28Q: 3 clusters Score -2269162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2269165.500000 Penalty: 3196.286133
	Iteration 29Q: 3 clusters Score -2269166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2269168.250000 Penalty: 3196.286133
	Iteration 30Q: 3 clusters Score -2269168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2269172.500000 Penalty: 3196.286133
	Iteration 31Q: 3 clusters Score -2269172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2269172.750000 Penalty: 3196.286133
	Iteration 32Q: 3 clusters Score -2269173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2269174.000000 Penalty: 3196.286133
	Iteration 33Q: 3 clusters Score -2269174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2269174.000000 Penalty: 3196.286133
	Iteration 34F: 3 clusters Score -2269174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Entering Unmasked Estep 
Score: -2695423.500000 Penalty: 1623.707642
	Iteration 0F: 2 clusters Score -2695424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2680749.750000 Penalty: 3247.415283
	Iteration 0F: 3 clusters Score -2680750 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2686190.500000 Penalty: 3247.415283
	Iteration 1F: 3 clusters Score -2686190 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2686645.000000 Penalty: 3247.415283
	Iteration 2F: 3 clusters Score -2686645 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2687089.750000 Penalty: 3247.415283
	Iteration 3F: 3 clusters Score -2687090 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2687599.000000 Penalty: 3247.415283
	Iteration 4F: 3 clusters Score -2687599 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2688192.750000 Penalty: 3247.415283
	Iteration 5F: 3 clusters Score -2688193 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2688868.750000 Penalty: 3247.415283
	Iteration 6F: 3 clusters Score -2688869 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2689619.000000 Penalty: 3247.415283
	Iteration 7F: 3 clusters Score -2689619 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2690499.000000 Penalty: 3247.415283
	Iteration 8F: 3 clusters Score -2690499 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2691380.750000 Penalty: 3247.415283
	Iteration 9F: 3 clusters Score -2691381 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2692209.750000 Penalty: 3247.415283
	Iteration 10Q: 3 clusters Score -2692210 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2692964.250000 Penalty: 3247.415283
	Iteration 11Q: 3 clusters Score -2692964 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2693477.750000 Penalty: 3247.415283
	Iteration 12Q: 3 clusters Score -2693478 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2693769.250000 Penalty: 3247.415283
	Iteration 13Q: 3 clusters Score -2693769 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2693913.500000 Penalty: 3247.415283
	Iteration 14Q: 3 clusters Score -2693914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2693982.000000 Penalty: 3247.415283
	Iteration 15Q: 3 clusters Score -2693982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2694021.000000 Penalty: 3247.415283
	Iteration 16Q: 3 clusters Score -2694021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -2694058.750000 Penalty: 3247.415283
	Iteration 17Q: 3 clusters Score -2694059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2694081.750000 Penalty: 3247.415283
	Iteration 18Q: 3 clusters Score -2694082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2694091.000000 Penalty: 3247.415283
	Iteration 19Q: 3 clusters Score -2694091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -2694095.250000 Penalty: 3247.415283
	Iteration 20F: 3 clusters Score -2694095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2694097.750000 Penalty: 3247.415283
	Iteration 21Q: 3 clusters Score -2694098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2694098.500000 Penalty: 3247.415283
	Iteration 22Q: 3 clusters Score -2694098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2694101.000000 Penalty: 3247.415283
	Iteration 23Q: 3 clusters Score -2694101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2694106.250000 Penalty: 3247.415283
	Iteration 24Q: 3 clusters Score -2694106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2694111.750000 Penalty: 3247.415283
	Iteration 25Q: 3 clusters Score -2694112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2694110.250000 Penalty: 3247.415283
	Iteration 26Q: 3 clusters Score -2694110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2694110.250000 Penalty: 3247.415283
	Iteration 27F: 3 clusters Score -2694110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -36668.035156 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -36668.04 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 164 members 
Entering Unmasked Estep 
Score: -35781.429688 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -35781.43 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35890.167969 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -35890.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35936.265625 Penalty: 1911.173340
	Iteration 2Q: 3 clusters Score -35936.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35944.750000 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -35944.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35951.617188 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -35951.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35953.046875 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -35953.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35958.023438 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -35958.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35958.023438 Penalty: 1911.173340
	Iteration 7F: 3 clusters Score -35958.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Entering Unmasked Estep 
Score: -3080969.500000 Penalty: 1643.035767
	Iteration 0F: 2 clusters Score -3080970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3064897.000000 Penalty: 3286.071533
	Iteration 0F: 3 clusters Score -3064897 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3070889.250000 Penalty: 3286.071533
	Iteration 1F: 3 clusters Score -3070889 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3071157.250000 Penalty: 3286.071533
	Iteration 2Q: 3 clusters Score -3071157 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3071409.500000 Penalty: 3286.071533
	Iteration 3Q: 3 clusters Score -3071410 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3071610.000000 Penalty: 3286.071533
	Iteration 4Q: 3 clusters Score -3071610 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3071799.500000 Penalty: 3286.071533
	Iteration 5Q: 3 clusters Score -3071800 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3072001.000000 Penalty: 3286.071533
	Iteration 6Q: 3 clusters Score -3072001 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3072214.500000 Penalty: 3286.071533
	Iteration 7Q: 3 clusters Score -3072214 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3072468.500000 Penalty: 3286.071533
	Iteration 8Q: 3 clusters Score -3072468 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3072858.750000 Penalty: 3286.071533
	Iteration 9Q: 3 clusters Score -3072859 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3073463.250000 Penalty: 3286.071533
	Iteration 10Q: 3 clusters Score -3073463 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3074306.250000 Penalty: 3286.071533
	Iteration 11F: 3 clusters Score -3074306 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3075278.000000 Penalty: 3286.071533
	Iteration 12F: 3 clusters Score -3075278 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3076097.750000 Penalty: 3286.071533
	Iteration 13F: 3 clusters Score -3076098 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3076454.500000 Penalty: 3286.071533
	Iteration 14Q: 3 clusters Score -3076454 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3076606.250000 Penalty: 3286.071533
	Iteration 15Q: 3 clusters Score -3076606 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3076710.000000 Penalty: 3286.071533
	Iteration 16Q: 3 clusters Score -3076710 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3076781.250000 Penalty: 3286.071533
	Iteration 17Q: 3 clusters Score -3076781 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3076856.000000 Penalty: 3286.071533
	Iteration 18Q: 3 clusters Score -3076856 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3076933.250000 Penalty: 3286.071533
	Iteration 19Q: 3 clusters Score -3076933 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3077000.500000 Penalty: 3286.071533
	Iteration 20F: 3 clusters Score -3077000 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3077073.250000 Penalty: 3286.071533
	Iteration 21Q: 3 clusters Score -3077073 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3077127.750000 Penalty: 3286.071533
	Iteration 22Q: 3 clusters Score -3077128 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3077194.500000 Penalty: 3286.071533
	Iteration 23Q: 3 clusters Score -3077194 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3077243.000000 Penalty: 3286.071533
	Iteration 24Q: 3 clusters Score -3077243 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3077287.750000 Penalty: 3286.071533
	Iteration 25Q: 3 clusters Score -3077288 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3077342.000000 Penalty: 3286.071533
	Iteration 26Q: 3 clusters Score -3077342 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3077388.250000 Penalty: 3286.071533
	Iteration 27Q: 3 clusters Score -3077388 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3077446.000000 Penalty: 3286.071533
	Iteration 28Q: 3 clusters Score -3077446 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3077489.250000 Penalty: 3286.071533
	Iteration 29Q: 3 clusters Score -3077489 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3077535.500000 Penalty: 3286.071533
	Iteration 30Q: 3 clusters Score -3077536 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -3077587.000000 Penalty: 3286.071533
	Iteration 31Q: 3 clusters Score -3077587 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3077624.250000 Penalty: 3286.071533
	Iteration 32Q: 3 clusters Score -3077624 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3077671.250000 Penalty: 3286.071533
	Iteration 33Q: 3 clusters Score -3077671 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3077718.250000 Penalty: 3286.071533
	Iteration 34Q: 3 clusters Score -3077718 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3077767.500000 Penalty: 3286.071533
	Iteration 35Q: 3 clusters Score -3077768 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3077813.750000 Penalty: 3286.071533
	Iteration 36Q: 3 clusters Score -3077814 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3077857.000000 Penalty: 3286.071533
	Iteration 37Q: 3 clusters Score -3077857 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3077893.750000 Penalty: 3286.071533
	Iteration 38Q: 3 clusters Score -3077894 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3077940.250000 Penalty: 3286.071533
	Iteration 39Q: 3 clusters Score -3077940 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3077967.750000 Penalty: 3286.071533
	Iteration 40F: 3 clusters Score -3077968 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3078016.250000 Penalty: 3286.071533
	Iteration 41Q: 3 clusters Score -3078016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3078061.500000 Penalty: 3286.071533
	Iteration 42Q: 3 clusters Score -3078062 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3078107.250000 Penalty: 3286.071533
	Iteration 43Q: 3 clusters Score -3078107 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3078145.000000 Penalty: 3286.071533
	Iteration 44Q: 3 clusters Score -3078145 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3078178.000000 Penalty: 3286.071533
	Iteration 45Q: 3 clusters Score -3078178 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3078218.500000 Penalty: 3286.071533
	Iteration 46Q: 3 clusters Score -3078218 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3078247.250000 Penalty: 3286.071533
	Iteration 47Q: 3 clusters Score -3078247 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3078274.500000 Penalty: 3286.071533
	Iteration 48Q: 3 clusters Score -3078274 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3078304.250000 Penalty: 3286.071533
	Iteration 49Q: 3 clusters Score -3078304 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3078323.750000 Penalty: 3286.071533
	Iteration 50Q: 3 clusters Score -3078324 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3078338.750000 Penalty: 3286.071533
	Iteration 51Q: 3 clusters Score -3078339 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3078355.750000 Penalty: 3286.071533
	Iteration 52Q: 3 clusters Score -3078356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3078366.750000 Penalty: 3286.071533
	Iteration 53Q: 3 clusters Score -3078367 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3078380.500000 Penalty: 3286.071533
	Iteration 54Q: 3 clusters Score -3078380 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3078369.000000 Penalty: 3286.071533
	Iteration 55Q: 3 clusters Score -3078369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3078382.000000 Penalty: 3286.071533
	Iteration 56Q: 3 clusters Score -3078382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3078383.500000 Penalty: 3286.071533
	Iteration 57Q: 3 clusters Score -3078384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3078392.000000 Penalty: 3286.071533
	Iteration 58Q: 3 clusters Score -3078392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3078402.500000 Penalty: 3286.071533
	Iteration 59Q: 3 clusters Score -3078402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3078403.750000 Penalty: 3286.071533
	Iteration 60F: 3 clusters Score -3078404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3078401.500000 Penalty: 3286.071533
	Iteration 61Q: 3 clusters Score -3078402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3078396.500000 Penalty: 3286.071533
	Iteration 62Q: 3 clusters Score -3078396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3078393.250000 Penalty: 3286.071533
	Iteration 63Q: 3 clusters Score -3078393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3078397.000000 Penalty: 3286.071533
	Iteration 64Q: 3 clusters Score -3078397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3078403.500000 Penalty: 3286.071533
	Iteration 65Q: 3 clusters Score -3078404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3078407.500000 Penalty: 3286.071533
	Iteration 66Q: 3 clusters Score -3078408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3078412.250000 Penalty: 3286.071533
	Iteration 67Q: 3 clusters Score -3078412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3078411.750000 Penalty: 3286.071533
	Iteration 68Q: 3 clusters Score -3078412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3078412.000000 Penalty: 3286.071533
	Iteration 69Q: 3 clusters Score -3078412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3078409.000000 Penalty: 3286.071533
	Iteration 70Q: 3 clusters Score -3078409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3078413.250000 Penalty: 3286.071533
	Iteration 71Q: 3 clusters Score -3078413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3078416.500000 Penalty: 3286.071533
	Iteration 72Q: 3 clusters Score -3078416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3078414.250000 Penalty: 3286.071533
	Iteration 73Q: 3 clusters Score -3078414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3078414.750000 Penalty: 3286.071533
	Iteration 74Q: 3 clusters Score -3078415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3078418.750000 Penalty: 3286.071533
	Iteration 75Q: 3 clusters Score -3078419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3078418.250000 Penalty: 3286.071533
	Iteration 76Q: 3 clusters Score -3078418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3078426.000000 Penalty: 3286.071533
	Iteration 77Q: 3 clusters Score -3078426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3078421.500000 Penalty: 3286.071533
	Iteration 78Q: 3 clusters Score -3078422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3078425.750000 Penalty: 3286.071533
	Iteration 79Q: 3 clusters Score -3078426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3078431.000000 Penalty: 3286.071533
	Iteration 80F: 3 clusters Score -3078431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3078417.500000 Penalty: 3286.071533
	Iteration 81Q: 3 clusters Score -3078418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3078422.000000 Penalty: 3286.071533
	Iteration 82Q: 3 clusters Score -3078422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3078426.500000 Penalty: 3286.071533
	Iteration 83Q: 3 clusters Score -3078426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3078420.500000 Penalty: 3286.071533
	Iteration 84Q: 3 clusters Score -3078420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3078420.000000 Penalty: 3286.071533
	Iteration 85Q: 3 clusters Score -3078420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3078426.000000 Penalty: 3286.071533
	Iteration 86Q: 3 clusters Score -3078426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3078427.000000 Penalty: 3286.071533
	Iteration 87Q: 3 clusters Score -3078427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3078427.000000 Penalty: 3286.071533
	Iteration 88Q: 3 clusters Score -3078427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3078421.750000 Penalty: 3286.071533
	Iteration 89Q: 3 clusters Score -3078422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3078427.000000 Penalty: 3286.071533
	Iteration 90Q: 3 clusters Score -3078427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3078423.250000 Penalty: 3286.071533
	Iteration 91Q: 3 clusters Score -3078423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3078428.250000 Penalty: 3286.071533
	Iteration 92Q: 3 clusters Score -3078428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3078430.250000 Penalty: 3286.071533
	Iteration 93Q: 3 clusters Score -3078430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3078430.000000 Penalty: 3286.071533
	Iteration 94Q: 3 clusters Score -3078430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3078426.000000 Penalty: 3286.071533
	Iteration 95Q: 3 clusters Score -3078426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3078422.500000 Penalty: 3286.071533
	Iteration 96Q: 3 clusters Score -3078422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3078427.000000 Penalty: 3286.071533
	Iteration 97Q: 3 clusters Score -3078427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3078425.250000 Penalty: 3286.071533
	Iteration 98Q: 3 clusters Score -3078425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3078428.000000 Penalty: 3286.071533
	Iteration 99Q: 3 clusters Score -3078428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3078426.500000 Penalty: 3286.071533
	Iteration 100F: 3 clusters Score -3078426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3078428.750000 Penalty: 3286.071533
	Iteration 101Q: 3 clusters Score -3078429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3078426.250000 Penalty: 3286.071533
	Iteration 102Q: 3 clusters Score -3078426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3078432.500000 Penalty: 3286.071533
	Iteration 103Q: 3 clusters Score -3078432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3078429.250000 Penalty: 3286.071533
	Iteration 104Q: 3 clusters Score -3078429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3078425.750000 Penalty: 3286.071533
	Iteration 105Q: 3 clusters Score -3078426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -3078427.750000 Penalty: 3286.071533
	Iteration 106Q: 3 clusters Score -3078428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3078422.250000 Penalty: 3286.071533
	Iteration 107Q: 3 clusters Score -3078422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3078424.250000 Penalty: 3286.071533
	Iteration 108Q: 3 clusters Score -3078424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3078420.750000 Penalty: 3286.071533
	Iteration 109Q: 3 clusters Score -3078421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3078426.000000 Penalty: 3286.071533
	Iteration 110Q: 3 clusters Score -3078426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3078421.250000 Penalty: 3286.071533
	Iteration 111Q: 3 clusters Score -3078421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3078421.750000 Penalty: 3286.071533
	Iteration 112Q: 3 clusters Score -3078422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3078417.000000 Penalty: 3286.071533
	Iteration 113Q: 3 clusters Score -3078417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3078417.500000 Penalty: 3286.071533
	Iteration 114Q: 3 clusters Score -3078418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3078417.500000 Penalty: 3286.071533
	Iteration 115Q: 3 clusters Score -3078418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3078421.250000 Penalty: 3286.071533
	Iteration 116Q: 3 clusters Score -3078421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3078419.500000 Penalty: 3286.071533
	Iteration 117Q: 3 clusters Score -3078420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3078419.500000 Penalty: 3286.071533
	Iteration 118F: 3 clusters Score -3078420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Entering Unmasked Estep 
Score: -2287872.250000 Penalty: 1597.007690
	Iteration 0F: 2 clusters Score -2287872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2275173.500000 Penalty: 3194.015381
	Iteration 0F: 3 clusters Score -2275174 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2279646.250000 Penalty: 3194.015381
	Iteration 1F: 3 clusters Score -2279646 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2279954.000000 Penalty: 3194.015381
	Iteration 2Q: 3 clusters Score -2279954 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2280235.500000 Penalty: 3194.015381
	Iteration 3Q: 3 clusters Score -2280236 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2280527.750000 Penalty: 3194.015381
	Iteration 4Q: 3 clusters Score -2280528 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2280841.000000 Penalty: 3194.015381
	Iteration 5Q: 3 clusters Score -2280841 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2281240.250000 Penalty: 3194.015381
	Iteration 6Q: 3 clusters Score -2281240 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2281756.000000 Penalty: 3194.015381
	Iteration 7Q: 3 clusters Score -2281756 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2282444.250000 Penalty: 3194.015381
	Iteration 8F: 3 clusters Score -2282444 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2283285.500000 Penalty: 3194.015381
	Iteration 9F: 3 clusters Score -2283286 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2284078.250000 Penalty: 3194.015381
	Iteration 10F: 3 clusters Score -2284078 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2284637.500000 Penalty: 3194.015381
	Iteration 11Q: 3 clusters Score -2284638 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2285017.250000 Penalty: 3194.015381
	Iteration 12Q: 3 clusters Score -2285017 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2285309.250000 Penalty: 3194.015381
	Iteration 13Q: 3 clusters Score -2285309 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2285533.500000 Penalty: 3194.015381
	Iteration 14Q: 3 clusters Score -2285534 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2285696.250000 Penalty: 3194.015381
	Iteration 15Q: 3 clusters Score -2285696 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2285828.500000 Penalty: 3194.015381
	Iteration 16Q: 3 clusters Score -2285828 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2285940.250000 Penalty: 3194.015381
	Iteration 17Q: 3 clusters Score -2285940 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2286012.250000 Penalty: 3194.015381
	Iteration 18Q: 3 clusters Score -2286012 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2286068.000000 Penalty: 3194.015381
	Iteration 19Q: 3 clusters Score -2286068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2286109.500000 Penalty: 3194.015381
	Iteration 20F: 3 clusters Score -2286110 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2286133.750000 Penalty: 3194.015381
	Iteration 21Q: 3 clusters Score -2286134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2286171.750000 Penalty: 3194.015381
	Iteration 22Q: 3 clusters Score -2286172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2286197.250000 Penalty: 3194.015381
	Iteration 23Q: 3 clusters Score -2286197 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2286228.250000 Penalty: 3194.015381
	Iteration 24Q: 3 clusters Score -2286228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2286241.500000 Penalty: 3194.015381
	Iteration 25Q: 3 clusters Score -2286242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2286260.250000 Penalty: 3194.015381
	Iteration 26Q: 3 clusters Score -2286260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2286287.250000 Penalty: 3194.015381
	Iteration 27Q: 3 clusters Score -2286287 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2286320.750000 Penalty: 3194.015381
	Iteration 28Q: 3 clusters Score -2286321 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2286345.250000 Penalty: 3194.015381
	Iteration 29Q: 3 clusters Score -2286345 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2286378.250000 Penalty: 3194.015381
	Iteration 30Q: 3 clusters Score -2286378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2286404.500000 Penalty: 3194.015381
	Iteration 31Q: 3 clusters Score -2286404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2286427.750000 Penalty: 3194.015381
	Iteration 32Q: 3 clusters Score -2286428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2286443.250000 Penalty: 3194.015381
	Iteration 33Q: 3 clusters Score -2286443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2286457.250000 Penalty: 3194.015381
	Iteration 34Q: 3 clusters Score -2286457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2286471.250000 Penalty: 3194.015381
	Iteration 35Q: 3 clusters Score -2286471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2286483.750000 Penalty: 3194.015381
	Iteration 36Q: 3 clusters Score -2286484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2286491.750000 Penalty: 3194.015381
	Iteration 37Q: 3 clusters Score -2286492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2286498.750000 Penalty: 3194.015381
	Iteration 38Q: 3 clusters Score -2286499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2286511.750000 Penalty: 3194.015381
	Iteration 39Q: 3 clusters Score -2286512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2286529.750000 Penalty: 3194.015381
	Iteration 40F: 3 clusters Score -2286530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2286539.000000 Penalty: 3194.015381
	Iteration 41Q: 3 clusters Score -2286539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2286546.750000 Penalty: 3194.015381
	Iteration 42Q: 3 clusters Score -2286547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2286554.000000 Penalty: 3194.015381
	Iteration 43Q: 3 clusters Score -2286554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2286560.000000 Penalty: 3194.015381
	Iteration 44Q: 3 clusters Score -2286560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2286563.750000 Penalty: 3194.015381
	Iteration 45Q: 3 clusters Score -2286564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2286569.750000 Penalty: 3194.015381
	Iteration 46Q: 3 clusters Score -2286570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2286569.500000 Penalty: 3194.015381
	Iteration 47Q: 3 clusters Score -2286570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2286565.250000 Penalty: 3194.015381
	Iteration 48Q: 3 clusters Score -2286565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2286572.250000 Penalty: 3194.015381
	Iteration 49Q: 3 clusters Score -2286572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2286578.250000 Penalty: 3194.015381
	Iteration 50Q: 3 clusters Score -2286578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2286583.250000 Penalty: 3194.015381
	Iteration 51Q: 3 clusters Score -2286583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2286583.000000 Penalty: 3194.015381
	Iteration 52Q: 3 clusters Score -2286583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2286589.500000 Penalty: 3194.015381
	Iteration 53Q: 3 clusters Score -2286590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2286592.000000 Penalty: 3194.015381
	Iteration 54Q: 3 clusters Score -2286592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2286595.250000 Penalty: 3194.015381
	Iteration 55Q: 3 clusters Score -2286595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2286596.250000 Penalty: 3194.015381
	Iteration 56Q: 3 clusters Score -2286596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2286592.250000 Penalty: 3194.015381
	Iteration 57Q: 3 clusters Score -2286592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2286590.000000 Penalty: 3194.015381
	Iteration 58Q: 3 clusters Score -2286590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2286589.500000 Penalty: 3194.015381
	Iteration 59Q: 3 clusters Score -2286590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2286589.500000 Penalty: 3194.015381
	Iteration 60F: 3 clusters Score -2286590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Entering Unmasked Estep 
Score: -1084206.375000 Penalty: 1475.870483
	Iteration 0F: 2 clusters Score -1084206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1077784.125000 Penalty: 2951.740967
	Iteration 0F: 3 clusters Score -1077784 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1079783.625000 Penalty: 2951.740967
	Iteration 1F: 3 clusters Score -1079784 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1080022.500000 Penalty: 2951.740967
	Iteration 2F: 3 clusters Score -1080022 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1080266.500000 Penalty: 2951.740967
	Iteration 3F: 3 clusters Score -1080266 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1080513.875000 Penalty: 2951.740967
	Iteration 4F: 3 clusters Score -1080514 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1080805.750000 Penalty: 2951.740967
	Iteration 5F: 3 clusters Score -1080806 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1081117.250000 Penalty: 2951.740967
	Iteration 6F: 3 clusters Score -1081117 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1081523.500000 Penalty: 2951.740967
	Iteration 7F: 3 clusters Score -1081524 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1081994.375000 Penalty: 2951.740967
	Iteration 8F: 3 clusters Score -1081994 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1082375.500000 Penalty: 2951.740967
	Iteration 9Q: 3 clusters Score -1082376 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1082603.875000 Penalty: 2951.740967
	Iteration 10Q: 3 clusters Score -1082604 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1082746.750000 Penalty: 2951.740967
	Iteration 11Q: 3 clusters Score -1082747 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1082828.000000 Penalty: 2951.740967
	Iteration 12Q: 3 clusters Score -1082828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1082874.500000 Penalty: 2951.740967
	Iteration 13Q: 3 clusters Score -1082874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1082901.500000 Penalty: 2951.740967
	Iteration 14Q: 3 clusters Score -1082902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1082918.375000 Penalty: 2951.740967
	Iteration 15Q: 3 clusters Score -1082918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1082927.125000 Penalty: 2951.740967
	Iteration 16Q: 3 clusters Score -1082927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1082931.500000 Penalty: 2951.740967
	Iteration 17Q: 3 clusters Score -1082932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1082931.875000 Penalty: 2951.740967
	Iteration 18Q: 3 clusters Score -1082932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1082933.875000 Penalty: 2951.740967
	Iteration 19Q: 3 clusters Score -1082934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1082934.625000 Penalty: 2951.740967
	Iteration 20F: 3 clusters Score -1082935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Entering Unmasked Estep 
Score: -1229983.000000 Penalty: 1503.287842
	Iteration 0F: 2 clusters Score -1229983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1222521.750000 Penalty: 3006.575684
	Iteration 0F: 3 clusters Score -1222522 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1224976.875000 Penalty: 3006.575684
	Iteration 1F: 3 clusters Score -1224977 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1225273.875000 Penalty: 3006.575684
	Iteration 2F: 3 clusters Score -1225274 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1225588.375000 Penalty: 3006.575684
	Iteration 3F: 3 clusters Score -1225588 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1225969.750000 Penalty: 3006.575684
	Iteration 4F: 3 clusters Score -1225970 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1226448.125000 Penalty: 3006.575684
	Iteration 5F: 3 clusters Score -1226448 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1226996.750000 Penalty: 3006.575684
	Iteration 6F: 3 clusters Score -1226997 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1227535.625000 Penalty: 3006.575684
	Iteration 7F: 3 clusters Score -1227536 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1227977.875000 Penalty: 3006.575684
	Iteration 8Q: 3 clusters Score -1227978 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1228267.375000 Penalty: 3006.575684
	Iteration 9Q: 3 clusters Score -1228267 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1228446.375000 Penalty: 3006.575684
	Iteration 10Q: 3 clusters Score -1228446 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1228575.500000 Penalty: 3006.575684
	Iteration 11Q: 3 clusters Score -1228576 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1228657.125000 Penalty: 3006.575684
	Iteration 12Q: 3 clusters Score -1228657 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1228716.750000 Penalty: 3006.575684
	Iteration 13Q: 3 clusters Score -1228717 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1228764.625000 Penalty: 3006.575684
	Iteration 14Q: 3 clusters Score -1228765 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1228808.625000 Penalty: 3006.575684
	Iteration 15Q: 3 clusters Score -1228809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1228836.500000 Penalty: 3006.575684
	Iteration 16Q: 3 clusters Score -1228836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1228863.375000 Penalty: 3006.575684
	Iteration 17Q: 3 clusters Score -1228863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1228884.625000 Penalty: 3006.575684
	Iteration 18Q: 3 clusters Score -1228885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1228903.625000 Penalty: 3006.575684
	Iteration 19Q: 3 clusters Score -1228904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1228910.250000 Penalty: 3006.575684
	Iteration 20F: 3 clusters Score -1228910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1228919.875000 Penalty: 3006.575684
	Iteration 21Q: 3 clusters Score -1228920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1228928.500000 Penalty: 3006.575684
	Iteration 22Q: 3 clusters Score -1228928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1228938.750000 Penalty: 3006.575684
	Iteration 23Q: 3 clusters Score -1228939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1228944.000000 Penalty: 3006.575684
	Iteration 24Q: 3 clusters Score -1228944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1228946.750000 Penalty: 3006.575684
	Iteration 25Q: 3 clusters Score -1228947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1228947.625000 Penalty: 3006.575684
	Iteration 26Q: 3 clusters Score -1228948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1228950.500000 Penalty: 3006.575684
	Iteration 27Q: 3 clusters Score -1228950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1228953.125000 Penalty: 3006.575684
	Iteration 28Q: 3 clusters Score -1228953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1228953.250000 Penalty: 3006.575684
	Iteration 29Q: 3 clusters Score -1228953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1228955.875000 Penalty: 3006.575684
	Iteration 30Q: 3 clusters Score -1228956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1228956.500000 Penalty: 3006.575684
	Iteration 31Q: 3 clusters Score -1228956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1228957.125000 Penalty: 3006.575684
	Iteration 32Q: 3 clusters Score -1228957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1228958.500000 Penalty: 3006.575684
	Iteration 33Q: 3 clusters Score -1228958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1228959.500000 Penalty: 3006.575684
	Iteration 34Q: 3 clusters Score -1228960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1228959.375000 Penalty: 3006.575684
	Iteration 35Q: 3 clusters Score -1228959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1228959.125000 Penalty: 3006.575684
	Iteration 36Q: 3 clusters Score -1228959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1228958.875000 Penalty: 3006.575684
	Iteration 37Q: 3 clusters Score -1228959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1228958.875000 Penalty: 3006.575684
	Iteration 38F: 3 clusters Score -1228959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Entering Unmasked Estep 
Score: -5105916.500000 Penalty: 1730.352783
	Iteration 0F: 2 clusters Score -5105916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -5080600.000000 Penalty: 3460.705566
	Iteration 0F: 3 clusters Score -5080600 nChanged 19522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -5092118.500000 Penalty: 3460.705566
	Iteration 1F: 3 clusters Score -5092118 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5092985.000000 Penalty: 3460.705566
	Iteration 2F: 3 clusters Score -5092985 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -5093907.000000 Penalty: 3460.705566
	Iteration 3F: 3 clusters Score -5093907 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -5094957.000000 Penalty: 3460.705566
	Iteration 4F: 3 clusters Score -5094957 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -5096262.500000 Penalty: 3460.705566
	Iteration 5F: 3 clusters Score -5096262 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -5097889.000000 Penalty: 3460.705566
	Iteration 6F: 3 clusters Score -5097889 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -5100116.000000 Penalty: 3460.705566
	Iteration 7F: 3 clusters Score -5100116 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5102445.500000 Penalty: 3460.705566
	Iteration 8F: 3 clusters Score -5102446 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5103561.000000 Penalty: 3460.705566
	Iteration 9Q: 3 clusters Score -5103561 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5104051.000000 Penalty: 3460.705566
	Iteration 10Q: 3 clusters Score -5104051 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5104238.500000 Penalty: 3460.705566
	Iteration 11Q: 3 clusters Score -5104238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5104346.500000 Penalty: 3460.705566
	Iteration 12Q: 3 clusters Score -5104346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5104420.000000 Penalty: 3460.705566
	Iteration 13Q: 3 clusters Score -5104420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5104449.000000 Penalty: 3460.705566
	Iteration 14Q: 3 clusters Score -5104449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5104464.000000 Penalty: 3460.705566
	Iteration 15Q: 3 clusters Score -5104464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5104473.500000 Penalty: 3460.705566
	Iteration 16Q: 3 clusters Score -5104474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5104477.000000 Penalty: 3460.705566
	Iteration 17Q: 3 clusters Score -5104477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5104481.000000 Penalty: 3460.705566
	Iteration 18Q: 3 clusters Score -5104481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5104484.500000 Penalty: 3460.705566
	Iteration 19Q: 3 clusters Score -5104484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5104483.500000 Penalty: 3460.705566
	Iteration 20F: 3 clusters Score -5104484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5104490.000000 Penalty: 3460.705566
	Iteration 21Q: 3 clusters Score -5104490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5104502.000000 Penalty: 3460.705566
	Iteration 22Q: 3 clusters Score -5104502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5104502.000000 Penalty: 3460.705566
	Iteration 23Q: 3 clusters Score -5104502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5104502.000000 Penalty: 3460.705566
	Iteration 24F: 3 clusters Score -5104502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Entering Unmasked Estep 
Score: -3463214.750000 Penalty: 1666.492798
	Iteration 0F: 2 clusters Score -3463215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3444667.500000 Penalty: 3332.985596
	Iteration 0F: 3 clusters Score -3444668 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3452015.750000 Penalty: 3332.985596
	Iteration 1F: 3 clusters Score -3452016 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3452571 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3453217 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3453952.750000 Penalty: 3332.985596
	Iteration 4F: 3 clusters Score -3453953 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -3454710 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3455537.000000 Penalty: 3332.985596
	Iteration 6F: 3 clusters Score -3455537 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3456420.500000 Penalty: 3332.985596
	Iteration 7F: 3 clusters Score -3456420 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3457253.750000 Penalty: 3332.985596
	Iteration 8F: 3 clusters Score -3457254 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3457800 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3458101 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3458205.250000 Penalty: 3332.985596
	Iteration 11Q: 3 clusters Score -3458205 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3458242.750000 Penalty: 3332.985596
	Iteration 12Q: 3 clusters Score -3458243 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3458279.250000 Penalty: 3332.985596
	Iteration 13Q: 3 clusters Score -3458279 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3458309.000000 Penalty: 3332.985596
	Iteration 14Q: 3 clusters Score -3458309 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3458345.500000 Penalty: 3332.985596
	Iteration 15Q: 3 clusters Score -3458346 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3458361.750000 Penalty: 3332.985596
	Iteration 16Q: 3 clusters Score -3458362 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3458377.000000 Penalty: 3332.985596
	Iteration 17Q: 3 clusters Score -3458377 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3458381.250000 Penalty: 3332.985596
	Iteration 18Q: 3 clusters Score -3458381 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3458390.250000 Penalty: 3332.985596
	Iteration 19Q: 3 clusters Score -3458390 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3458383.750000 Penalty: 3332.985596
	Iteration 20F: 3 clusters Score -3458384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3458401.500000 Penalty: 3332.985596
	Iteration 21Q: 3 clusters Score -3458402 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3458415.500000 Penalty: 3332.985596
	Iteration 22Q: 3 clusters Score -3458416 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3458418.750000 Penalty: 3332.985596
	Iteration 23Q: 3 clusters Score -3458419 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3458434.250000 Penalty: 3332.985596
	Iteration 24Q: 3 clusters Score -3458434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3458454.750000 Penalty: 3332.985596
	Iteration 25Q: 3 clusters Score -3458455 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3458451.750000 Penalty: 3332.985596
	Iteration 26Q: 3 clusters Score -3458452 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3458454.250000 Penalty: 3332.985596
	Iteration 27Q: 3 clusters Score -3458454 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3458462.750000 Penalty: 3332.985596
	Iteration 28Q: 3 clusters Score -3458463 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3458465 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3458487 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3458496 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3458516 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3458530.000000 Penalty: 3332.985596
	Iteration 33Q: 3 clusters Score -3458530 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3458551 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3458561 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3458573 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3458577 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3458580 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3458584 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3458596.000000 Penalty: 3332.985596
	Iteration 40F: 3 clusters Score -3458596 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3458594 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3458621 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3458643.750000 Penalty: 3332.985596
	Iteration 43Q: 3 clusters Score -3458644 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3458656 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3458677 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3458687 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3458702 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3458720 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3458735 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3458749 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3458766 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3458786 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3458814.750000 Penalty: 3332.985596
	Iteration 53Q: 3 clusters Score -3458815 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3458851 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3458882 nChanged 278
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3458950 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3459036 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3459104.750000 Penalty: 3332.985596
	Iteration 58Q: 3 clusters Score -3459105 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3459166.750000 Penalty: 3332.985596
	Iteration 59Q: 3 clusters Score -3459167 nChanged 312
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3459258.750000 Penalty: 3332.985596
	Iteration 60F: 3 clusters Score -3459259 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3459347 nChanged 325
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3459426 nChanged 334
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3459508 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3459646 nChanged 376
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3459742 nChanged 363
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3459834 nChanged 335
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3459948 nChanged 355
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3460061.750000 Penalty: 3332.985596
	Iteration 68Q: 3 clusters Score -3460062 nChanged 380
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3460209 nChanged 415
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3460345 nChanged 398
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3460490 nChanged 361
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3460625 nChanged 392
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Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3460790 nChanged 386
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Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 25901 members 
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	Iteration 74Q: 3 clusters Score -3460962 nChanged 373
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3461120 nChanged 316
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3461238 nChanged 259
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Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3461355 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3461444 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3461509 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3461570 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3461608.000000 Penalty: 3332.985596
	Iteration 81Q: 3 clusters Score -3461608 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3461659 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27644 members 
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	Iteration 83Q: 3 clusters Score -3461698 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3461729 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3461754 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27800 members 
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	Iteration 86Q: 3 clusters Score -3461794 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -3461816.750000 Penalty: 3332.985596
	Iteration 87Q: 3 clusters Score -3461817 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3461823.500000 Penalty: 3332.985596
	Iteration 88Q: 3 clusters Score -3461824 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3461840.250000 Penalty: 3332.985596
	Iteration 89Q: 3 clusters Score -3461840 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3461846.500000 Penalty: 3332.985596
	Iteration 90Q: 3 clusters Score -3461846 nChanged 7
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Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3461851.250000 Penalty: 3332.985596
	Iteration 91Q: 3 clusters Score -3461851 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3461857 nChanged 12
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Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3461864.000000 Penalty: 3332.985596
	Iteration 93Q: 3 clusters Score -3461864 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3461864.250000 Penalty: 3332.985596
	Iteration 94Q: 3 clusters Score -3461864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -3461875.000000 Penalty: 3332.985596
	Iteration 95Q: 3 clusters Score -3461875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3461879.000000 Penalty: 3332.985596
	Iteration 96Q: 3 clusters Score -3461879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3461878.250000 Penalty: 3332.985596
	Iteration 97Q: 3 clusters Score -3461878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3461881.250000 Penalty: 3332.985596
	Iteration 98Q: 3 clusters Score -3461881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3461886.000000 Penalty: 3332.985596
	Iteration 99Q: 3 clusters Score -3461886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -3461884.750000 Penalty: 3332.985596
	Iteration 100F: 3 clusters Score -3461885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -3461887.250000 Penalty: 3332.985596
	Iteration 101Q: 3 clusters Score -3461887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3461885.000000 Penalty: 3332.985596
	Iteration 102Q: 3 clusters Score -3461885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3461889.250000 Penalty: 3332.985596
	Iteration 103Q: 3 clusters Score -3461889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3461889.250000 Penalty: 3332.985596
	Iteration 104F: 3 clusters Score -3461889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53715.648438 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53715.65 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 167 members 
Entering Unmasked Estep 
Score: -52769.500000 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52769.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52863.941406 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52863.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52890.937500 Penalty: 1884.705200
	Iteration 2Q: 3 clusters Score -52890.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52903.554688 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52903.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52904.875000 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52904.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52904.875000 Penalty: 1884.705200
	Iteration 5F: 3 clusters Score -52904.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Entering Unmasked Estep 
Score: -2020933.500000 Penalty: 1576.840454
	Iteration 0F: 2 clusters Score -2020934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2009703.250000 Penalty: 3153.680908
	Iteration 0F: 3 clusters Score -2009703 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2013674.750000 Penalty: 3153.680908
	Iteration 1F: 3 clusters Score -2013675 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2013969.000000 Penalty: 3153.680908
	Iteration 2F: 3 clusters Score -2013969 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2014224.375000 Penalty: 3153.680908
	Iteration 3Q: 3 clusters Score -2014224 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2014460.875000 Penalty: 3153.680908
	Iteration 4Q: 3 clusters Score -2014461 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2014688.250000 Penalty: 3153.680908
	Iteration 5Q: 3 clusters Score -2014688 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2014898.000000 Penalty: 3153.680908
	Iteration 6Q: 3 clusters Score -2014898 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2015087.250000 Penalty: 3153.680908
	Iteration 7Q: 3 clusters Score -2015087 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2015322.375000 Penalty: 3153.680908
	Iteration 8Q: 3 clusters Score -2015322 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2015591.000000 Penalty: 3153.680908
	Iteration 9Q: 3 clusters Score -2015591 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2015928.500000 Penalty: 3153.680908
	Iteration 10Q: 3 clusters Score -2015928 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2016336.000000 Penalty: 3153.680908
	Iteration 11Q: 3 clusters Score -2016336 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2016797.750000 Penalty: 3153.680908
	Iteration 12Q: 3 clusters Score -2016798 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2017220.625000 Penalty: 3153.680908
	Iteration 13Q: 3 clusters Score -2017221 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2017507.250000 Penalty: 3153.680908
	Iteration 14Q: 3 clusters Score -2017507 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2017678.000000 Penalty: 3153.680908
	Iteration 15Q: 3 clusters Score -2017678 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2017801.875000 Penalty: 3153.680908
	Iteration 16Q: 3 clusters Score -2017802 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2017903.875000 Penalty: 3153.680908
	Iteration 17Q: 3 clusters Score -2017904 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2018000.000000 Penalty: 3153.680908
	Iteration 18Q: 3 clusters Score -2018000 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2018091.250000 Penalty: 3153.680908
	Iteration 19Q: 3 clusters Score -2018091 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2018191.250000 Penalty: 3153.680908
	Iteration 20F: 3 clusters Score -2018191 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2018279.750000 Penalty: 3153.680908
	Iteration 21Q: 3 clusters Score -2018280 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2018346.875000 Penalty: 3153.680908
	Iteration 22Q: 3 clusters Score -2018347 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2018433.750000 Penalty: 3153.680908
	Iteration 23Q: 3 clusters Score -2018434 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2018500.625000 Penalty: 3153.680908
	Iteration 24Q: 3 clusters Score -2018501 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2018556.250000 Penalty: 3153.680908
	Iteration 25Q: 3 clusters Score -2018556 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2018601.125000 Penalty: 3153.680908
	Iteration 26Q: 3 clusters Score -2018601 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2018656.375000 Penalty: 3153.680908
	Iteration 27Q: 3 clusters Score -2018656 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2018706.000000 Penalty: 3153.680908
	Iteration 28Q: 3 clusters Score -2018706 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2018766.875000 Penalty: 3153.680908
	Iteration 29Q: 3 clusters Score -2018767 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2018825.375000 Penalty: 3153.680908
	Iteration 30Q: 3 clusters Score -2018825 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2018903.125000 Penalty: 3153.680908
	Iteration 31Q: 3 clusters Score -2018903 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2018981.375000 Penalty: 3153.680908
	Iteration 32Q: 3 clusters Score -2018981 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2019037.000000 Penalty: 3153.680908
	Iteration 33Q: 3 clusters Score -2019037 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2019102.375000 Penalty: 3153.680908
	Iteration 34Q: 3 clusters Score -2019102 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2019150.500000 Penalty: 3153.680908
	Iteration 35Q: 3 clusters Score -2019150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2019190.000000 Penalty: 3153.680908
	Iteration 36Q: 3 clusters Score -2019190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2019228.375000 Penalty: 3153.680908
	Iteration 37Q: 3 clusters Score -2019228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2019261.125000 Penalty: 3153.680908
	Iteration 38Q: 3 clusters Score -2019261 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2019298.625000 Penalty: 3153.680908
	Iteration 39Q: 3 clusters Score -2019299 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2019328.750000 Penalty: 3153.680908
	Iteration 40F: 3 clusters Score -2019329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2019370.875000 Penalty: 3153.680908
	Iteration 41Q: 3 clusters Score -2019371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2019392.375000 Penalty: 3153.680908
	Iteration 42Q: 3 clusters Score -2019392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2019409.375000 Penalty: 3153.680908
	Iteration 43Q: 3 clusters Score -2019409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2019430.250000 Penalty: 3153.680908
	Iteration 44Q: 3 clusters Score -2019430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2019449.250000 Penalty: 3153.680908
	Iteration 45Q: 3 clusters Score -2019449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2019467.750000 Penalty: 3153.680908
	Iteration 46Q: 3 clusters Score -2019468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2019480.000000 Penalty: 3153.680908
	Iteration 47Q: 3 clusters Score -2019480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2019493.250000 Penalty: 3153.680908
	Iteration 48Q: 3 clusters Score -2019493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2019501.500000 Penalty: 3153.680908
	Iteration 49Q: 3 clusters Score -2019502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2019508.000000 Penalty: 3153.680908
	Iteration 50Q: 3 clusters Score -2019508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2019514.000000 Penalty: 3153.680908
	Iteration 51Q: 3 clusters Score -2019514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2019515.875000 Penalty: 3153.680908
	Iteration 52Q: 3 clusters Score -2019516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2019519.625000 Penalty: 3153.680908
	Iteration 53Q: 3 clusters Score -2019520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2019529.000000 Penalty: 3153.680908
	Iteration 54Q: 3 clusters Score -2019529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2019532.375000 Penalty: 3153.680908
	Iteration 55Q: 3 clusters Score -2019532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2019537.500000 Penalty: 3153.680908
	Iteration 56Q: 3 clusters Score -2019538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2019541.500000 Penalty: 3153.680908
	Iteration 57Q: 3 clusters Score -2019542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2019542.750000 Penalty: 3153.680908
	Iteration 58Q: 3 clusters Score -2019543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2019542.750000 Penalty: 3153.680908
	Iteration 59F: 3 clusters Score -2019543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -16169.875977 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -16169.88 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 74 members 
Entering Unmasked Estep 
Score: -15555.784180 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15555.78 nChanged 20
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: -15645.582031 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15645.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15664.311523 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -15664.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15672.700195 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -15672.7 nChanged 2
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: -15680.958984 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -15680.96 nChanged 0
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: -15680.958984 Penalty: 1632.761108
	Iteration 5F: 3 clusters Score -15680.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -174754.937500 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -174754.9 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 763 members 
Entering Unmasked Estep 
Score: -173009.500000 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -173009.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -173345.109375 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -173345.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -173431.921875 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -173431.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -173489.953125 Penalty: 2379.171387
	Iteration 3Q: 3 clusters Score -173490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -173519.234375 Penalty: 2379.171387
	Iteration 4Q: 3 clusters Score -173519.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -173548.500000 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -173548.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -173568.765625 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -173568.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -173593.390625 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -173593.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -173613.843750 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -173613.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -173631.593750 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -173631.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -173642.093750 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -173642.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -173650.328125 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -173650.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -173663.828125 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -173663.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -173677.390625 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -173677.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -173690.093750 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -173690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -173701.796875 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -173701.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -173710.203125 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -173710.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -173715.046875 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -173715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -173718.031250 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -173718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -173719.640625 Penalty: 2379.171387
	Iteration 19Q: 3 clusters Score -173719.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -173719.640625 Penalty: 2379.171387
	Iteration 20F: 3 clusters Score -173719.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Entering Unmasked Estep 
Score: -3337345.500000 Penalty: 1655.780396
	Iteration 0F: 2 clusters Score -3337346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3320526.500000 Penalty: 3311.560791
	Iteration 0F: 3 clusters Score -3320526 nChanged 12193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3327403.000000 Penalty: 3311.560791
	Iteration 1F: 3 clusters Score -3327403 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3327749.500000 Penalty: 3311.560791
	Iteration 2Q: 3 clusters Score -3327750 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3328024.750000 Penalty: 3311.560791
	Iteration 3Q: 3 clusters Score -3328025 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3328294.000000 Penalty: 3311.560791
	Iteration 4Q: 3 clusters Score -3328294 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3328559.250000 Penalty: 3311.560791
	Iteration 5Q: 3 clusters Score -3328559 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3328906.500000 Penalty: 3311.560791
	Iteration 6Q: 3 clusters Score -3328906 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -3329345.750000 Penalty: 3311.560791
	Iteration 7Q: 3 clusters Score -3329346 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3329940.750000 Penalty: 3311.560791
	Iteration 8Q: 3 clusters Score -3329941 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3330723.000000 Penalty: 3311.560791
	Iteration 9F: 3 clusters Score -3330723 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3331556.750000 Penalty: 3311.560791
	Iteration 10F: 3 clusters Score -3331557 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3332439.750000 Penalty: 3311.560791
	Iteration 11F: 3 clusters Score -3332440 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3333301.000000 Penalty: 3311.560791
	Iteration 12Q: 3 clusters Score -3333301 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3333939.250000 Penalty: 3311.560791
	Iteration 13Q: 3 clusters Score -3333939 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3334394.500000 Penalty: 3311.560791
	Iteration 14Q: 3 clusters Score -3334394 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -3334662.750000 Penalty: 3311.560791
	Iteration 15Q: 3 clusters Score -3334663 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3334903.250000 Penalty: 3311.560791
	Iteration 16Q: 3 clusters Score -3334903 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3335061.750000 Penalty: 3311.560791
	Iteration 17Q: 3 clusters Score -3335062 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3335194.250000 Penalty: 3311.560791
	Iteration 18Q: 3 clusters Score -3335194 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3335330.750000 Penalty: 3311.560791
	Iteration 19Q: 3 clusters Score -3335331 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3335413.500000 Penalty: 3311.560791
	Iteration 20F: 3 clusters Score -3335414 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3335456.750000 Penalty: 3311.560791
	Iteration 21Q: 3 clusters Score -3335457 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3335505.000000 Penalty: 3311.560791
	Iteration 22Q: 3 clusters Score -3335505 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3335588.250000 Penalty: 3311.560791
	Iteration 23Q: 3 clusters Score -3335588 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3335657.500000 Penalty: 3311.560791
	Iteration 24Q: 3 clusters Score -3335658 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3335741.750000 Penalty: 3311.560791
	Iteration 25Q: 3 clusters Score -3335742 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3335787.500000 Penalty: 3311.560791
	Iteration 26Q: 3 clusters Score -3335788 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3335826.750000 Penalty: 3311.560791
	Iteration 27Q: 3 clusters Score -3335827 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3335857.750000 Penalty: 3311.560791
	Iteration 28Q: 3 clusters Score -3335858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3335868.500000 Penalty: 3311.560791
	Iteration 29Q: 3 clusters Score -3335868 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3335870.500000 Penalty: 3311.560791
	Iteration 30Q: 3 clusters Score -3335870 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3335866.250000 Penalty: 3311.560791
	Iteration 31Q: 3 clusters Score -3335866 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3335871.750000 Penalty: 3311.560791
	Iteration 32Q: 3 clusters Score -3335872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3335890.500000 Penalty: 3311.560791
	Iteration 33Q: 3 clusters Score -3335890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3335911.250000 Penalty: 3311.560791
	Iteration 34Q: 3 clusters Score -3335911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3335905.750000 Penalty: 3311.560791
	Iteration 35Q: 3 clusters Score -3335906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3335913.000000 Penalty: 3311.560791
	Iteration 36Q: 3 clusters Score -3335913 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3335907.000000 Penalty: 3311.560791
	Iteration 37Q: 3 clusters Score -3335907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3335915.250000 Penalty: 3311.560791
	Iteration 38Q: 3 clusters Score -3335915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3335932.250000 Penalty: 3311.560791
	Iteration 39Q: 3 clusters Score -3335932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3335943.000000 Penalty: 3311.560791
	Iteration 40F: 3 clusters Score -3335943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3335955.000000 Penalty: 3311.560791
	Iteration 41Q: 3 clusters Score -3335955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3335952.750000 Penalty: 3311.560791
	Iteration 42Q: 3 clusters Score -3335953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3335960.000000 Penalty: 3311.560791
	Iteration 43Q: 3 clusters Score -3335960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3335970.250000 Penalty: 3311.560791
	Iteration 44Q: 3 clusters Score -3335970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3335972.000000 Penalty: 3311.560791
	Iteration 45Q: 3 clusters Score -3335972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3335971.250000 Penalty: 3311.560791
	Iteration 46Q: 3 clusters Score -3335971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3335989.500000 Penalty: 3311.560791
	Iteration 47Q: 3 clusters Score -3335990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3335998.750000 Penalty: 3311.560791
	Iteration 48Q: 3 clusters Score -3335999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3335994.750000 Penalty: 3311.560791
	Iteration 49Q: 3 clusters Score -3335995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3335998.250000 Penalty: 3311.560791
	Iteration 50Q: 3 clusters Score -3335998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3335997.250000 Penalty: 3311.560791
	Iteration 51Q: 3 clusters Score -3335997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3335992.000000 Penalty: 3311.560791
	Iteration 52Q: 3 clusters Score -3335992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3336001.750000 Penalty: 3311.560791
	Iteration 53Q: 3 clusters Score -3336002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3336010.000000 Penalty: 3311.560791
	Iteration 54Q: 3 clusters Score -3336010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3336009.750000 Penalty: 3311.560791
	Iteration 55Q: 3 clusters Score -3336010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3336016.500000 Penalty: 3311.560791
	Iteration 56Q: 3 clusters Score -3336016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3336018.000000 Penalty: 3311.560791
	Iteration 57Q: 3 clusters Score -3336018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3336019.500000 Penalty: 3311.560791
	Iteration 58Q: 3 clusters Score -3336020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3336032.500000 Penalty: 3311.560791
	Iteration 59Q: 3 clusters Score -3336032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3336041.500000 Penalty: 3311.560791
	Iteration 60F: 3 clusters Score -3336042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3336043.000000 Penalty: 3311.560791
	Iteration 61Q: 3 clusters Score -3336043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3336043.500000 Penalty: 3311.560791
	Iteration 62Q: 3 clusters Score -3336044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3336041.750000 Penalty: 3311.560791
	Iteration 63Q: 3 clusters Score -3336042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3336049.250000 Penalty: 3311.560791
	Iteration 64Q: 3 clusters Score -3336049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3336065.500000 Penalty: 3311.560791
	Iteration 65Q: 3 clusters Score -3336066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3336063.500000 Penalty: 3311.560791
	Iteration 66Q: 3 clusters Score -3336064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3336060.250000 Penalty: 3311.560791
	Iteration 67Q: 3 clusters Score -3336060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3336060.000000 Penalty: 3311.560791
	Iteration 68Q: 3 clusters Score -3336060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3336062.000000 Penalty: 3311.560791
	Iteration 69Q: 3 clusters Score -3336062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3336059.500000 Penalty: 3311.560791
	Iteration 70Q: 3 clusters Score -3336060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3336067.000000 Penalty: 3311.560791
	Iteration 71Q: 3 clusters Score -3336067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3336065.250000 Penalty: 3311.560791
	Iteration 72Q: 3 clusters Score -3336065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3336067.250000 Penalty: 3311.560791
	Iteration 73Q: 3 clusters Score -3336067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3336069.000000 Penalty: 3311.560791
	Iteration 74Q: 3 clusters Score -3336069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3336070.750000 Penalty: 3311.560791
	Iteration 75Q: 3 clusters Score -3336071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3336070.000000 Penalty: 3311.560791
	Iteration 76Q: 3 clusters Score -3336070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3336063.250000 Penalty: 3311.560791
	Iteration 77Q: 3 clusters Score -3336063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3336065.000000 Penalty: 3311.560791
	Iteration 78Q: 3 clusters Score -3336065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3336063.000000 Penalty: 3311.560791
	Iteration 79Q: 3 clusters Score -3336063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3336067.500000 Penalty: 3311.560791
	Iteration 80F: 3 clusters Score -3336068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3336059.500000 Penalty: 3311.560791
	Iteration 81Q: 3 clusters Score -3336060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3336068.500000 Penalty: 3311.560791
	Iteration 82Q: 3 clusters Score -3336068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3336063.250000 Penalty: 3311.560791
	Iteration 83Q: 3 clusters Score -3336063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3336064.750000 Penalty: 3311.560791
	Iteration 84Q: 3 clusters Score -3336065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3336063.500000 Penalty: 3311.560791
	Iteration 85Q: 3 clusters Score -3336064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3336068.500000 Penalty: 3311.560791
	Iteration 86Q: 3 clusters Score -3336068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3336075.000000 Penalty: 3311.560791
	Iteration 87Q: 3 clusters Score -3336075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3336077.500000 Penalty: 3311.560791
	Iteration 88Q: 3 clusters Score -3336078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3336077.000000 Penalty: 3311.560791
	Iteration 89Q: 3 clusters Score -3336077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3336077.750000 Penalty: 3311.560791
	Iteration 90Q: 3 clusters Score -3336078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3336080.750000 Penalty: 3311.560791
	Iteration 91Q: 3 clusters Score -3336081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3336080.750000 Penalty: 3311.560791
	Iteration 92F: 3 clusters Score -3336081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -97881.046875 Penalty: 1100.439453
	Iteration 0F: 2 clusters Score -97881.05 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 436 members 
Entering Unmasked Estep 
Score: -96575.015625 Penalty: 2200.878906
	Iteration 0F: 3 clusters Score -96575.02 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96803.914062 Penalty: 2200.878906
	Iteration 1F: 3 clusters Score -96803.91 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96877.515625 Penalty: 2200.878906
	Iteration 2F: 3 clusters Score -96877.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96911.085938 Penalty: 2200.878906
	Iteration 3Q: 3 clusters Score -96911.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96932.539062 Penalty: 2200.878906
	Iteration 4Q: 3 clusters Score -96932.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96952.351562 Penalty: 2200.878906
	Iteration 5Q: 3 clusters Score -96952.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96963.390625 Penalty: 2200.878906
	Iteration 6Q: 3 clusters Score -96963.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96969.390625 Penalty: 2200.878906
	Iteration 7Q: 3 clusters Score -96969.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96972.414062 Penalty: 2200.878906
	Iteration 8Q: 3 clusters Score -96972.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96973.796875 Penalty: 2200.878906
	Iteration 9Q: 3 clusters Score -96973.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96978.070312 Penalty: 2200.878906
	Iteration 10Q: 3 clusters Score -96978.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96980.562500 Penalty: 2200.878906
	Iteration 11Q: 3 clusters Score -96980.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96982.679688 Penalty: 2200.878906
	Iteration 12Q: 3 clusters Score -96982.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96983.960938 Penalty: 2200.878906
	Iteration 13Q: 3 clusters Score -96983.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96983.960938 Penalty: 2200.878906
	Iteration 14F: 3 clusters Score -96983.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 21852 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24612 members 
Mstep: Class 6 contains 18541 members 
Mstep: Class 7 contains 8798 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 42122 members 
Mstep: Class 11 contains 28434 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16377 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 26620 members 
Mstep: Class 19 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445302.000000 Penalty: 29981.072266
Iteration 119Q: 16 clusters Score -2.64453e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 21858 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24623 members 
Mstep: Class 6 contains 18565 members 
Mstep: Class 7 contains 8804 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 42114 members 
Mstep: Class 11 contains 28429 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16369 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 26617 members 
Mstep: Class 19 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445346.000000 Penalty: 29981.072266
Iteration 120F: 16 clusters Score -2.644535e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 21866 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24635 members 
Mstep: Class 6 contains 18583 members 
Mstep: Class 7 contains 8806 members 
Mstep: Class 8 contains 10395 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 11 contains 28424 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16362 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 26609 members 
Mstep: Class 19 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445370.000000 Penalty: 29981.072266
Iteration 121Q: 16 clusters Score -2.644537e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 21874 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24634 members 
Mstep: Class 6 contains 18606 members 
Mstep: Class 7 contains 8810 members 
Mstep: Class 8 contains 10389 members 
Mstep: Class 9 contains 42090 members 
Mstep: Class 11 contains 28430 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16351 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 26598 members 
Mstep: Class 19 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445396.000000 Penalty: 29981.072266
Iteration 122Q: 16 clusters Score -2.64454e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 21884 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24632 members 
Mstep: Class 6 contains 18626 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 10383 members 
Mstep: Class 9 contains 42085 members 
Mstep: Class 11 contains 28424 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 26591 members 
Mstep: Class 19 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445366.000000 Penalty: 29981.072266
Iteration 123Q: 16 clusters Score -2.644537e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 21890 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24641 members 
Mstep: Class 6 contains 18648 members 
Mstep: Class 7 contains 8819 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 42064 members 
Mstep: Class 11 contains 28415 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16338 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 26593 members 
Mstep: Class 19 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445400.000000 Penalty: 29981.072266
Iteration 124Q: 16 clusters Score -2.64454e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 21897 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24665 members 
Mstep: Class 6 contains 18668 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 10370 members 
Mstep: Class 9 contains 42042 members 
Mstep: Class 11 contains 28414 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16330 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 26574 members 
Mstep: Class 19 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445324.000000 Penalty: 29981.072266
Iteration 125Q: 16 clusters Score -2.644532e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 21904 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24677 members 
Mstep: Class 6 contains 18696 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 10361 members 
Mstep: Class 9 contains 42037 members 
Mstep: Class 11 contains 28410 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16316 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 26556 members 
Mstep: Class 19 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445360.000000 Penalty: 29981.072266
Iteration 126Q: 16 clusters Score -2.644536e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 21915 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24680 members 
Mstep: Class 6 contains 18725 members 
Mstep: Class 7 contains 8827 members 
Mstep: Class 8 contains 10357 members 
Mstep: Class 9 contains 42016 members 
Mstep: Class 11 contains 28407 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16295 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 26555 members 
Mstep: Class 19 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445320.000000 Penalty: 29981.072266
Iteration 127Q: 16 clusters Score -2.644532e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 21919 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24690 members 
Mstep: Class 6 contains 18757 members 
Mstep: Class 7 contains 8830 members 
Mstep: Class 8 contains 10352 members 
Mstep: Class 9 contains 41999 members 
Mstep: Class 11 contains 28399 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 26551 members 
Mstep: Class 19 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445314.000000 Penalty: 29981.072266
Iteration 128Q: 16 clusters Score -2.644531e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 21922 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24696 members 
Mstep: Class 6 contains 18788 members 
Mstep: Class 7 contains 8831 members 
Mstep: Class 8 contains 10349 members 
Mstep: Class 9 contains 41987 members 
Mstep: Class 11 contains 28396 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16263 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 26534 members 
Mstep: Class 19 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445306.000000 Penalty: 29981.072266
Iteration 129Q: 16 clusters Score -2.644531e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 21925 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24702 members 
Mstep: Class 6 contains 18817 members 
Mstep: Class 7 contains 8830 members 
Mstep: Class 8 contains 10342 members 
Mstep: Class 9 contains 41976 members 
Mstep: Class 11 contains 28386 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16251 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 26532 members 
Mstep: Class 19 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445314.000000 Penalty: 29981.072266
Iteration 130Q: 16 clusters Score -2.644531e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 21930 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24696 members 
Mstep: Class 6 contains 18843 members 
Mstep: Class 7 contains 8836 members 
Mstep: Class 8 contains 10333 members 
Mstep: Class 9 contains 41969 members 
Mstep: Class 11 contains 28380 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16241 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445362.000000 Penalty: 29981.072266
Iteration 131Q: 16 clusters Score -2.644536e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 21937 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24691 members 
Mstep: Class 6 contains 18874 members 
Mstep: Class 7 contains 8834 members 
Mstep: Class 8 contains 10321 members 
Mstep: Class 9 contains 41976 members 
Mstep: Class 11 contains 28374 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16230 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1513 members 
Mstep: Class 18 contains 26513 members 
Mstep: Class 19 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445374.000000 Penalty: 29981.072266
Iteration 132Q: 16 clusters Score -2.644537e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 21944 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24693 members 
Mstep: Class 6 contains 18904 members 
Mstep: Class 7 contains 8825 members 
Mstep: Class 8 contains 10313 members 
Mstep: Class 9 contains 41973 members 
Mstep: Class 11 contains 28364 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16219 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1513 members 
Mstep: Class 18 contains 26512 members 
Mstep: Class 19 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445398.000000 Penalty: 29981.072266
Iteration 133Q: 16 clusters Score -2.64454e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 21946 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24695 members 
Mstep: Class 6 contains 18927 members 
Mstep: Class 7 contains 8822 members 
Mstep: Class 8 contains 10302 members 
Mstep: Class 9 contains 41972 members 
Mstep: Class 11 contains 28365 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16207 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1514 members 
Mstep: Class 18 contains 26500 members 
Mstep: Class 19 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445398.000000 Penalty: 29981.072266
Iteration 134Q: 16 clusters Score -2.64454e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 21954 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24697 members 
Mstep: Class 6 contains 18964 members 
Mstep: Class 7 contains 8821 members 
Mstep: Class 8 contains 10293 members 
Mstep: Class 9 contains 41953 members 
Mstep: Class 11 contains 28356 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16195 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1515 members 
Mstep: Class 18 contains 26496 members 
Mstep: Class 19 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445434.000000 Penalty: 29981.072266
Iteration 135Q: 16 clusters Score -2.644543e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 21963 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24692 members 
Mstep: Class 6 contains 19001 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 8 contains 10285 members 
Mstep: Class 9 contains 41931 members 
Mstep: Class 11 contains 28347 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16187 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26490 members 
Mstep: Class 19 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445498.000000 Penalty: 29981.072266
Iteration 136Q: 16 clusters Score -2.64455e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 21964 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24686 members 
Mstep: Class 6 contains 19033 members 
Mstep: Class 7 contains 8819 members 
Mstep: Class 8 contains 10275 members 
Mstep: Class 9 contains 41912 members 
Mstep: Class 11 contains 28344 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16179 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26492 members 
Mstep: Class 19 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445512.000000 Penalty: 29981.072266
Iteration 137Q: 16 clusters Score -2.644551e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 21975 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24683 members 
Mstep: Class 6 contains 19057 members 
Mstep: Class 7 contains 8808 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 41893 members 
Mstep: Class 11 contains 28335 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16171 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26493 members 
Mstep: Class 19 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445608.000000 Penalty: 29981.072266
Iteration 138Q: 16 clusters Score -2.644561e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 21979 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24664 members 
Mstep: Class 6 contains 19087 members 
Mstep: Class 7 contains 8809 members 
Mstep: Class 8 contains 10254 members 
Mstep: Class 9 contains 41891 members 
Mstep: Class 11 contains 28326 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16165 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26489 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445618.000000 Penalty: 29981.072266
Iteration 139Q: 16 clusters Score -2.644562e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 21983 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24655 members 
Mstep: Class 6 contains 19120 members 
Mstep: Class 7 contains 8806 members 
Mstep: Class 8 contains 10247 members 
Mstep: Class 9 contains 41883 members 
Mstep: Class 11 contains 28321 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16156 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26482 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445706.000000 Penalty: 29981.072266
Iteration 140F: 16 clusters Score -2.644571e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 21983 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24647 members 
Mstep: Class 6 contains 19149 members 
Mstep: Class 7 contains 8803 members 
Mstep: Class 8 contains 10244 members 
Mstep: Class 9 contains 41872 members 
Mstep: Class 11 contains 28311 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16148 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26480 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445706.000000 Penalty: 29981.072266
Iteration 141Q: 16 clusters Score -2.644571e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 21985 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24643 members 
Mstep: Class 6 contains 19179 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 10244 members 
Mstep: Class 9 contains 41863 members 
Mstep: Class 11 contains 28304 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16143 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26473 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445714.000000 Penalty: 29981.072266
Iteration 142Q: 16 clusters Score -2.644571e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 21987 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24632 members 
Mstep: Class 6 contains 19207 members 
Mstep: Class 7 contains 8797 members 
Mstep: Class 8 contains 10243 members 
Mstep: Class 9 contains 41865 members 
Mstep: Class 11 contains 28291 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16141 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26464 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445764.000000 Penalty: 29981.072266
Iteration 143Q: 16 clusters Score -2.644576e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 21990 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24631 members 
Mstep: Class 6 contains 19231 members 
Mstep: Class 7 contains 8798 members 
Mstep: Class 8 contains 10238 members 
Mstep: Class 9 contains 41861 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16138 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26463 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445734.000000 Penalty: 29981.072266
Iteration 144Q: 16 clusters Score -2.644573e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 21989 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24616 members 
Mstep: Class 6 contains 19253 members 
Mstep: Class 7 contains 8797 members 
Mstep: Class 8 contains 10237 members 
Mstep: Class 9 contains 41861 members 
Mstep: Class 11 contains 28268 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16135 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26465 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445714.000000 Penalty: 29981.072266
Iteration 145Q: 16 clusters Score -2.644571e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 21990 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24613 members 
Mstep: Class 6 contains 19271 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 10235 members 
Mstep: Class 9 contains 41853 members 
Mstep: Class 11 contains 28267 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16130 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26462 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445730.000000 Penalty: 29981.072266
Iteration 146Q: 16 clusters Score -2.644573e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 21989 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24602 members 
Mstep: Class 6 contains 19290 members 
Mstep: Class 7 contains 8800 members 
Mstep: Class 8 contains 10232 members 
Mstep: Class 9 contains 41844 members 
Mstep: Class 11 contains 28264 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16127 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26468 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445790.000000 Penalty: 29981.072266
Iteration 147Q: 16 clusters Score -2.644579e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 21989 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24598 members 
Mstep: Class 6 contains 19310 members 
Mstep: Class 7 contains 8801 members 
Mstep: Class 8 contains 10229 members 
Mstep: Class 9 contains 41837 members 
Mstep: Class 11 contains 28258 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16124 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26468 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445806.000000 Penalty: 29981.072266
Iteration 148Q: 16 clusters Score -2.644581e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 21988 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24594 members 
Mstep: Class 6 contains 19323 members 
Mstep: Class 7 contains 8802 members 
Mstep: Class 8 contains 10226 members 
Mstep: Class 9 contains 41837 members 
Mstep: Class 11 contains 28253 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16121 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26470 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445834.000000 Penalty: 29981.072266
Iteration 149Q: 16 clusters Score -2.644583e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 21987 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24595 members 
Mstep: Class 6 contains 19343 members 
Mstep: Class 7 contains 8803 members 
Mstep: Class 8 contains 10222 members 
Mstep: Class 9 contains 41836 members 
Mstep: Class 11 contains 28250 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16118 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26467 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445828.000000 Penalty: 29981.072266
Iteration 150Q: 16 clusters Score -2.644583e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 21986 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24595 members 
Mstep: Class 6 contains 19364 members 
Mstep: Class 7 contains 8804 members 
Mstep: Class 8 contains 10220 members 
Mstep: Class 9 contains 41833 members 
Mstep: Class 11 contains 28239 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16114 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26469 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445858.000000 Penalty: 29981.072266
Iteration 151Q: 16 clusters Score -2.644586e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 21987 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24600 members 
Mstep: Class 6 contains 19386 members 
Mstep: Class 7 contains 8801 members 
Mstep: Class 8 contains 10215 members 
Mstep: Class 9 contains 41833 members 
Mstep: Class 11 contains 28226 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16112 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26469 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445870.000000 Penalty: 29981.072266
Iteration 152Q: 16 clusters Score -2.644587e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 21987 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24598 members 
Mstep: Class 6 contains 19420 members 
Mstep: Class 7 contains 8801 members 
Mstep: Class 8 contains 10213 members 
Mstep: Class 9 contains 41822 members 
Mstep: Class 11 contains 28216 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16112 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26465 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445884.000000 Penalty: 29981.072266
Iteration 153Q: 16 clusters Score -2.644588e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 21991 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24596 members 
Mstep: Class 6 contains 19455 members 
Mstep: Class 7 contains 8796 members 
Mstep: Class 8 contains 10212 members 
Mstep: Class 9 contains 41813 members 
Mstep: Class 11 contains 28208 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16110 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 26460 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445890.000000 Penalty: 29981.072266
Iteration 154Q: 16 clusters Score -2.644589e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 21991 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24593 members 
Mstep: Class 6 contains 19490 members 
Mstep: Class 7 contains 8795 members 
Mstep: Class 8 contains 10210 members 
Mstep: Class 9 contains 41802 members 
Mstep: Class 11 contains 28203 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16112 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 26458 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445940.000000 Penalty: 29981.072266
Iteration 155Q: 16 clusters Score -2.644594e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 21994 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24580 members 
Mstep: Class 6 contains 19533 members 
Mstep: Class 7 contains 8797 members 
Mstep: Class 8 contains 10209 members 
Mstep: Class 9 contains 41795 members 
Mstep: Class 11 contains 28196 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16110 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 26455 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445962.000000 Penalty: 29981.072266
Iteration 156Q: 16 clusters Score -2.644596e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 21998 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24564 members 
Mstep: Class 6 contains 19577 members 
Mstep: Class 7 contains 8795 members 
Mstep: Class 8 contains 10209 members 
Mstep: Class 9 contains 41796 members 
Mstep: Class 11 contains 28189 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16107 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26450 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445932.000000 Penalty: 29981.072266
Iteration 157Q: 16 clusters Score -2.644593e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 22001 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24551 members 
Mstep: Class 6 contains 19625 members 
Mstep: Class 7 contains 8791 members 
Mstep: Class 8 contains 10208 members 
Mstep: Class 9 contains 41797 members 
Mstep: Class 11 contains 28174 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16105 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26443 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445926.000000 Penalty: 29981.072266
Iteration 158Q: 16 clusters Score -2.644593e+07 nChanged 113
Entering ConstructFrom: 
Score: -26445926.000000 Penalty: 29981.072266
Entering ConstructFrom: 
Trying to split cluster 1 (18727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Entering Unmasked Estep 
Score: -2277656.000000 Penalty: 1598.629761
	Iteration 0F: 2 clusters Score -2277656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2264906.500000 Penalty: 3197.259521
	Iteration 0F: 3 clusters Score -2264906 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2269366.500000 Penalty: 3197.259521
	Iteration 1F: 3 clusters Score -2269366 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2269697.500000 Penalty: 3197.259521
	Iteration 2Q: 3 clusters Score -2269698 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2270035.500000 Penalty: 3197.259521
	Iteration 3Q: 3 clusters Score -2270036 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2270419.750000 Penalty: 3197.259521
	Iteration 4Q: 3 clusters Score -2270420 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2270945.750000 Penalty: 3197.259521
	Iteration 5F: 3 clusters Score -2270946 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2271624.500000 Penalty: 3197.259521
	Iteration 6F: 3 clusters Score -2271624 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2272520.250000 Penalty: 3197.259521
	Iteration 7F: 3 clusters Score -2272520 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2273645.500000 Penalty: 3197.259521
	Iteration 8F: 3 clusters Score -2273646 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2274723.000000 Penalty: 3197.259521
	Iteration 9F: 3 clusters Score -2274723 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2275511.500000 Penalty: 3197.259521
	Iteration 10Q: 3 clusters Score -2275512 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2275916.250000 Penalty: 3197.259521
	Iteration 11Q: 3 clusters Score -2275916 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2276088.250000 Penalty: 3197.259521
	Iteration 12Q: 3 clusters Score -2276088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2276181.250000 Penalty: 3197.259521
	Iteration 13Q: 3 clusters Score -2276181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2276219.750000 Penalty: 3197.259521
	Iteration 14Q: 3 clusters Score -2276220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2276237.250000 Penalty: 3197.259521
	Iteration 15Q: 3 clusters Score -2276237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2276249.500000 Penalty: 3197.259521
	Iteration 16Q: 3 clusters Score -2276250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2276253.000000 Penalty: 3197.259521
	Iteration 17Q: 3 clusters Score -2276253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2276255.500000 Penalty: 3197.259521
	Iteration 18Q: 3 clusters Score -2276256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2276256.000000 Penalty: 3197.259521
	Iteration 19Q: 3 clusters Score -2276256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2276262.250000 Penalty: 3197.259521
	Iteration 20F: 3 clusters Score -2276262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2276267.500000 Penalty: 3197.259521
	Iteration 21Q: 3 clusters Score -2276268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2276271.250000 Penalty: 3197.259521
	Iteration 22Q: 3 clusters Score -2276271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2276271.750000 Penalty: 3197.259521
	Iteration 23Q: 3 clusters Score -2276272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2276271.750000 Penalty: 3197.259521
	Iteration 24F: 3 clusters Score -2276272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Entering Unmasked Estep 
Score: -2713020.000000 Penalty: 1624.775146
	Iteration 0F: 2 clusters Score -2713020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2698109.250000 Penalty: 3249.550293
	Iteration 0F: 3 clusters Score -2698109 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2703650.750000 Penalty: 3249.550293
	Iteration 1F: 3 clusters Score -2703651 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2704159.000000 Penalty: 3249.550293
	Iteration 2F: 3 clusters Score -2704159 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2704752.500000 Penalty: 3249.550293
	Iteration 3F: 3 clusters Score -2704752 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2705546.000000 Penalty: 3249.550293
	Iteration 4F: 3 clusters Score -2705546 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2706617.750000 Penalty: 3249.550293
	Iteration 5F: 3 clusters Score -2706618 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2707882.750000 Penalty: 3249.550293
	Iteration 6F: 3 clusters Score -2707883 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2709114.500000 Penalty: 3249.550293
	Iteration 7F: 3 clusters Score -2709114 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2710134.500000 Penalty: 3249.550293
	Iteration 8Q: 3 clusters Score -2710134 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2710820.250000 Penalty: 3249.550293
	Iteration 9Q: 3 clusters Score -2710820 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2711200.000000 Penalty: 3249.550293
	Iteration 10Q: 3 clusters Score -2711200 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2711420.750000 Penalty: 3249.550293
	Iteration 11Q: 3 clusters Score -2711421 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2711535.750000 Penalty: 3249.550293
	Iteration 12Q: 3 clusters Score -2711536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2711619.500000 Penalty: 3249.550293
	Iteration 13Q: 3 clusters Score -2711620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2711657.750000 Penalty: 3249.550293
	Iteration 14Q: 3 clusters Score -2711658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2711678.750000 Penalty: 3249.550293
	Iteration 15Q: 3 clusters Score -2711679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2711706.500000 Penalty: 3249.550293
	Iteration 16Q: 3 clusters Score -2711706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2711722.250000 Penalty: 3249.550293
	Iteration 17Q: 3 clusters Score -2711722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2711736.000000 Penalty: 3249.550293
	Iteration 18Q: 3 clusters Score -2711736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2711745.500000 Penalty: 3249.550293
	Iteration 19Q: 3 clusters Score -2711746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2711751.250000 Penalty: 3249.550293
	Iteration 20F: 3 clusters Score -2711751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2711755.000000 Penalty: 3249.550293
	Iteration 21Q: 3 clusters Score -2711755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2711754.250000 Penalty: 3249.550293
	Iteration 22Q: 3 clusters Score -2711754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2711753.750000 Penalty: 3249.550293
	Iteration 23Q: 3 clusters Score -2711754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2711756.750000 Penalty: 3249.550293
	Iteration 24Q: 3 clusters Score -2711757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2711758.250000 Penalty: 3249.550293
	Iteration 25Q: 3 clusters Score -2711758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2711758.500000 Penalty: 3249.550293
	Iteration 26Q: 3 clusters Score -2711758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2711758.500000 Penalty: 3249.550293
	Iteration 27F: 3 clusters Score -2711758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -36668.035156 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -36668.04 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 169 members 
Entering Unmasked Estep 
Score: -35753.992188 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -35753.99 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35862.023438 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -35862.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35906.035156 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -35906.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35924.062500 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -35924.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35939.191406 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -35939.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35952.371094 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -35952.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35958.214844 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -35958.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35958.214844 Penalty: 1911.173340
	Iteration 7F: 3 clusters Score -35958.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Entering Unmasked Estep 
Score: -3072232.750000 Penalty: 1642.579590
	Iteration 0F: 2 clusters Score -3072233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3056255.000000 Penalty: 3285.159180
	Iteration 0F: 3 clusters Score -3056255 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3062373.250000 Penalty: 3285.159180
	Iteration 1F: 3 clusters Score -3062373 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3062678.000000 Penalty: 3285.159180
	Iteration 2Q: 3 clusters Score -3062678 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3062922.500000 Penalty: 3285.159180
	Iteration 3Q: 3 clusters Score -3062922 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3063141.500000 Penalty: 3285.159180
	Iteration 4Q: 3 clusters Score -3063142 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3063322.250000 Penalty: 3285.159180
	Iteration 5Q: 3 clusters Score -3063322 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3063535.000000 Penalty: 3285.159180
	Iteration 6Q: 3 clusters Score -3063535 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3063804.750000 Penalty: 3285.159180
	Iteration 7Q: 3 clusters Score -3063805 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3064097.750000 Penalty: 3285.159180
	Iteration 8Q: 3 clusters Score -3064098 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3064522.500000 Penalty: 3285.159180
	Iteration 9Q: 3 clusters Score -3064522 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3065088.250000 Penalty: 3285.159180
	Iteration 10Q: 3 clusters Score -3065088 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3065831.250000 Penalty: 3285.159180
	Iteration 11Q: 3 clusters Score -3065831 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3066657.250000 Penalty: 3285.159180
	Iteration 12F: 3 clusters Score -3066657 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3067453.000000 Penalty: 3285.159180
	Iteration 13Q: 3 clusters Score -3067453 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3068085.250000 Penalty: 3285.159180
	Iteration 14Q: 3 clusters Score -3068085 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3068564.500000 Penalty: 3285.159180
	Iteration 15Q: 3 clusters Score -3068564 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3068989.000000 Penalty: 3285.159180
	Iteration 16Q: 3 clusters Score -3068989 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3069338.000000 Penalty: 3285.159180
	Iteration 17Q: 3 clusters Score -3069338 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3069613.000000 Penalty: 3285.159180
	Iteration 18Q: 3 clusters Score -3069613 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3069836.750000 Penalty: 3285.159180
	Iteration 19Q: 3 clusters Score -3069837 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3070013.000000 Penalty: 3285.159180
	Iteration 20F: 3 clusters Score -3070013 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3070188.250000 Penalty: 3285.159180
	Iteration 21Q: 3 clusters Score -3070188 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3070325.250000 Penalty: 3285.159180
	Iteration 22Q: 3 clusters Score -3070325 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3070482.250000 Penalty: 3285.159180
	Iteration 23Q: 3 clusters Score -3070482 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3070593.000000 Penalty: 3285.159180
	Iteration 24Q: 3 clusters Score -3070593 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3070702.000000 Penalty: 3285.159180
	Iteration 25Q: 3 clusters Score -3070702 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3070783.500000 Penalty: 3285.159180
	Iteration 26Q: 3 clusters Score -3070784 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3070829.000000 Penalty: 3285.159180
	Iteration 27Q: 3 clusters Score -3070829 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3070881.250000 Penalty: 3285.159180
	Iteration 28Q: 3 clusters Score -3070881 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3070907.500000 Penalty: 3285.159180
	Iteration 29Q: 3 clusters Score -3070908 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3070929.750000 Penalty: 3285.159180
	Iteration 30Q: 3 clusters Score -3070930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3070948.000000 Penalty: 3285.159180
	Iteration 31Q: 3 clusters Score -3070948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3070967.000000 Penalty: 3285.159180
	Iteration 32Q: 3 clusters Score -3070967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3070977.750000 Penalty: 3285.159180
	Iteration 33Q: 3 clusters Score -3070978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3070985.000000 Penalty: 3285.159180
	Iteration 34Q: 3 clusters Score -3070985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3070993.750000 Penalty: 3285.159180
	Iteration 35Q: 3 clusters Score -3070994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3070997.000000 Penalty: 3285.159180
	Iteration 36Q: 3 clusters Score -3070997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3071001.000000 Penalty: 3285.159180
	Iteration 37Q: 3 clusters Score -3071001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3071004.250000 Penalty: 3285.159180
	Iteration 38Q: 3 clusters Score -3071004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3071001.000000 Penalty: 3285.159180
	Iteration 39Q: 3 clusters Score -3071001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3071006.750000 Penalty: 3285.159180
	Iteration 40F: 3 clusters Score -3071007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3071011.500000 Penalty: 3285.159180
	Iteration 41Q: 3 clusters Score -3071012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3071010.500000 Penalty: 3285.159180
	Iteration 42Q: 3 clusters Score -3071010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3071018.500000 Penalty: 3285.159180
	Iteration 43Q: 3 clusters Score -3071018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3071018.250000 Penalty: 3285.159180
	Iteration 44Q: 3 clusters Score -3071018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3071021.500000 Penalty: 3285.159180
	Iteration 45Q: 3 clusters Score -3071022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3071019.000000 Penalty: 3285.159180
	Iteration 46Q: 3 clusters Score -3071019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3071026.500000 Penalty: 3285.159180
	Iteration 47Q: 3 clusters Score -3071026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3071029.250000 Penalty: 3285.159180
	Iteration 48Q: 3 clusters Score -3071029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3071026.750000 Penalty: 3285.159180
	Iteration 49Q: 3 clusters Score -3071027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3071030.750000 Penalty: 3285.159180
	Iteration 50Q: 3 clusters Score -3071031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3071029.000000 Penalty: 3285.159180
	Iteration 51Q: 3 clusters Score -3071029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3071031.750000 Penalty: 3285.159180
	Iteration 52Q: 3 clusters Score -3071032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3071032.500000 Penalty: 3285.159180
	Iteration 53Q: 3 clusters Score -3071032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3071031.250000 Penalty: 3285.159180
	Iteration 54Q: 3 clusters Score -3071031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3071031.250000 Penalty: 3285.159180
	Iteration 55F: 3 clusters Score -3071031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Entering Unmasked Estep 
Score: -2425571.500000 Penalty: 1606.580078
	Iteration 0F: 2 clusters Score -2425572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2412228.250000 Penalty: 3213.160156
	Iteration 0F: 3 clusters Score -2412228 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2416841.750000 Penalty: 3213.160156
	Iteration 1F: 3 clusters Score -2416842 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2417189.000000 Penalty: 3213.160156
	Iteration 2Q: 3 clusters Score -2417189 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2417513.000000 Penalty: 3213.160156
	Iteration 3Q: 3 clusters Score -2417513 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2417843.000000 Penalty: 3213.160156
	Iteration 4Q: 3 clusters Score -2417843 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2418143.750000 Penalty: 3213.160156
	Iteration 5Q: 3 clusters Score -2418144 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2418485.750000 Penalty: 3213.160156
	Iteration 6Q: 3 clusters Score -2418486 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2418872.000000 Penalty: 3213.160156
	Iteration 7Q: 3 clusters Score -2418872 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2419265.750000 Penalty: 3213.160156
	Iteration 8Q: 3 clusters Score -2419266 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2419695.500000 Penalty: 3213.160156
	Iteration 9Q: 3 clusters Score -2419696 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2420162.500000 Penalty: 3213.160156
	Iteration 10Q: 3 clusters Score -2420162 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2420661.500000 Penalty: 3213.160156
	Iteration 11Q: 3 clusters Score -2420662 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2421175.500000 Penalty: 3213.160156
	Iteration 12Q: 3 clusters Score -2421176 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2421516.250000 Penalty: 3213.160156
	Iteration 13Q: 3 clusters Score -2421516 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2421724.250000 Penalty: 3213.160156
	Iteration 14Q: 3 clusters Score -2421724 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2421851.750000 Penalty: 3213.160156
	Iteration 15Q: 3 clusters Score -2421852 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2421923.500000 Penalty: 3213.160156
	Iteration 16Q: 3 clusters Score -2421924 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2421981.250000 Penalty: 3213.160156
	Iteration 17Q: 3 clusters Score -2421981 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2422032.250000 Penalty: 3213.160156
	Iteration 18Q: 3 clusters Score -2422032 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2422089.250000 Penalty: 3213.160156
	Iteration 19Q: 3 clusters Score -2422089 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2422138.250000 Penalty: 3213.160156
	Iteration 20F: 3 clusters Score -2422138 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2422203.250000 Penalty: 3213.160156
	Iteration 21Q: 3 clusters Score -2422203 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2422263.500000 Penalty: 3213.160156
	Iteration 22Q: 3 clusters Score -2422264 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2422310.500000 Penalty: 3213.160156
	Iteration 23Q: 3 clusters Score -2422310 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2422359.500000 Penalty: 3213.160156
	Iteration 24Q: 3 clusters Score -2422360 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2422423.250000 Penalty: 3213.160156
	Iteration 25Q: 3 clusters Score -2422423 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2422463.000000 Penalty: 3213.160156
	Iteration 26Q: 3 clusters Score -2422463 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2422523.250000 Penalty: 3213.160156
	Iteration 27Q: 3 clusters Score -2422523 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2422583.000000 Penalty: 3213.160156
	Iteration 28Q: 3 clusters Score -2422583 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2422642.250000 Penalty: 3213.160156
	Iteration 29Q: 3 clusters Score -2422642 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2422697.000000 Penalty: 3213.160156
	Iteration 30Q: 3 clusters Score -2422697 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2422759.750000 Penalty: 3213.160156
	Iteration 31Q: 3 clusters Score -2422760 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2422832.750000 Penalty: 3213.160156
	Iteration 32Q: 3 clusters Score -2422833 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2422907.750000 Penalty: 3213.160156
	Iteration 33Q: 3 clusters Score -2422908 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2422973.250000 Penalty: 3213.160156
	Iteration 34Q: 3 clusters Score -2422973 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2423032.750000 Penalty: 3213.160156
	Iteration 35Q: 3 clusters Score -2423033 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2423100.000000 Penalty: 3213.160156
	Iteration 36Q: 3 clusters Score -2423100 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2423188.250000 Penalty: 3213.160156
	Iteration 37Q: 3 clusters Score -2423188 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2423274.000000 Penalty: 3213.160156
	Iteration 38Q: 3 clusters Score -2423274 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2423331.000000 Penalty: 3213.160156
	Iteration 39Q: 3 clusters Score -2423331 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2423413.750000 Penalty: 3213.160156
	Iteration 40F: 3 clusters Score -2423414 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2423477.750000 Penalty: 3213.160156
	Iteration 41Q: 3 clusters Score -2423478 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2423522.250000 Penalty: 3213.160156
	Iteration 42Q: 3 clusters Score -2423522 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2423578.500000 Penalty: 3213.160156
	Iteration 43Q: 3 clusters Score -2423578 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2423653.000000 Penalty: 3213.160156
	Iteration 44Q: 3 clusters Score -2423653 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2423717.000000 Penalty: 3213.160156
	Iteration 45Q: 3 clusters Score -2423717 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2423761.000000 Penalty: 3213.160156
	Iteration 46Q: 3 clusters Score -2423761 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2423803.000000 Penalty: 3213.160156
	Iteration 47Q: 3 clusters Score -2423803 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2423846.000000 Penalty: 3213.160156
	Iteration 48Q: 3 clusters Score -2423846 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2423885.750000 Penalty: 3213.160156
	Iteration 49Q: 3 clusters Score -2423886 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2423911.250000 Penalty: 3213.160156
	Iteration 50Q: 3 clusters Score -2423911 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2423934.250000 Penalty: 3213.160156
	Iteration 51Q: 3 clusters Score -2423934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2423951.750000 Penalty: 3213.160156
	Iteration 52Q: 3 clusters Score -2423952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2423970.250000 Penalty: 3213.160156
	Iteration 53Q: 3 clusters Score -2423970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2423993.250000 Penalty: 3213.160156
	Iteration 54Q: 3 clusters Score -2423993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2424003.000000 Penalty: 3213.160156
	Iteration 55Q: 3 clusters Score -2424003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2424017.750000 Penalty: 3213.160156
	Iteration 56Q: 3 clusters Score -2424018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2424036.250000 Penalty: 3213.160156
	Iteration 57Q: 3 clusters Score -2424036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2424054.000000 Penalty: 3213.160156
	Iteration 58Q: 3 clusters Score -2424054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2424059.250000 Penalty: 3213.160156
	Iteration 59Q: 3 clusters Score -2424059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2424067.250000 Penalty: 3213.160156
	Iteration 60F: 3 clusters Score -2424067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2424071.000000 Penalty: 3213.160156
	Iteration 61Q: 3 clusters Score -2424071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2424074.250000 Penalty: 3213.160156
	Iteration 62Q: 3 clusters Score -2424074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2424086.750000 Penalty: 3213.160156
	Iteration 63Q: 3 clusters Score -2424087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2424103.000000 Penalty: 3213.160156
	Iteration 64Q: 3 clusters Score -2424103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2424112.000000 Penalty: 3213.160156
	Iteration 65Q: 3 clusters Score -2424112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2424119.250000 Penalty: 3213.160156
	Iteration 66Q: 3 clusters Score -2424119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2424125.000000 Penalty: 3213.160156
	Iteration 67Q: 3 clusters Score -2424125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2424128.750000 Penalty: 3213.160156
	Iteration 68Q: 3 clusters Score -2424129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2424131.000000 Penalty: 3213.160156
	Iteration 69Q: 3 clusters Score -2424131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2424135.250000 Penalty: 3213.160156
	Iteration 70Q: 3 clusters Score -2424135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2424137.250000 Penalty: 3213.160156
	Iteration 71Q: 3 clusters Score -2424137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2424139.500000 Penalty: 3213.160156
	Iteration 72Q: 3 clusters Score -2424140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2424140.000000 Penalty: 3213.160156
	Iteration 73Q: 3 clusters Score -2424140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2424140.250000 Penalty: 3213.160156
	Iteration 74Q: 3 clusters Score -2424140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2424143.500000 Penalty: 3213.160156
	Iteration 75Q: 3 clusters Score -2424144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2424147.000000 Penalty: 3213.160156
	Iteration 76Q: 3 clusters Score -2424147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2424143.500000 Penalty: 3213.160156
	Iteration 77Q: 3 clusters Score -2424144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2424147.500000 Penalty: 3213.160156
	Iteration 78Q: 3 clusters Score -2424148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2424147.000000 Penalty: 3213.160156
	Iteration 79Q: 3 clusters Score -2424147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2424150.250000 Penalty: 3213.160156
	Iteration 80F: 3 clusters Score -2424150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2424149.750000 Penalty: 3213.160156
	Iteration 81Q: 3 clusters Score -2424150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2424149.750000 Penalty: 3213.160156
	Iteration 82F: 3 clusters Score -2424150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -1083314.875000 Penalty: 1475.796631
	Iteration 0F: 2 clusters Score -1083315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1076923.625000 Penalty: 2951.593262
	Iteration 0F: 3 clusters Score -1076924 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1078858.000000 Penalty: 2951.593262
	Iteration 1F: 3 clusters Score -1078858 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1079068.250000 Penalty: 2951.593262
	Iteration 2F: 3 clusters Score -1079068 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1079249.500000 Penalty: 2951.593262
	Iteration 3Q: 3 clusters Score -1079250 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1079440.375000 Penalty: 2951.593262
	Iteration 4Q: 3 clusters Score -1079440 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1079656.375000 Penalty: 2951.593262
	Iteration 5Q: 3 clusters Score -1079656 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1079890.625000 Penalty: 2951.593262
	Iteration 6Q: 3 clusters Score -1079891 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1080155.375000 Penalty: 2951.593262
	Iteration 7Q: 3 clusters Score -1080155 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1080488.000000 Penalty: 2951.593262
	Iteration 8F: 3 clusters Score -1080488 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1080904.125000 Penalty: 2951.593262
	Iteration 9F: 3 clusters Score -1080904 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1081315.250000 Penalty: 2951.593262
	Iteration 10F: 3 clusters Score -1081315 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1081616.875000 Penalty: 2951.593262
	Iteration 11Q: 3 clusters Score -1081617 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1081797.500000 Penalty: 2951.593262
	Iteration 12Q: 3 clusters Score -1081798 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1081912.250000 Penalty: 2951.593262
	Iteration 13Q: 3 clusters Score -1081912 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1081996.500000 Penalty: 2951.593262
	Iteration 14Q: 3 clusters Score -1081996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1082028.250000 Penalty: 2951.593262
	Iteration 15Q: 3 clusters Score -1082028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1082049.000000 Penalty: 2951.593262
	Iteration 16Q: 3 clusters Score -1082049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1082068.375000 Penalty: 2951.593262
	Iteration 17Q: 3 clusters Score -1082068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1082079.000000 Penalty: 2951.593262
	Iteration 18Q: 3 clusters Score -1082079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1082086.000000 Penalty: 2951.593262
	Iteration 19Q: 3 clusters Score -1082086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1082087.875000 Penalty: 2951.593262
	Iteration 20F: 3 clusters Score -1082088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1082093.750000 Penalty: 2951.593262
	Iteration 21Q: 3 clusters Score -1082094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1082099.250000 Penalty: 2951.593262
	Iteration 22Q: 3 clusters Score -1082099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1082102.875000 Penalty: 2951.593262
	Iteration 23Q: 3 clusters Score -1082103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1082103.750000 Penalty: 2951.593262
	Iteration 24Q: 3 clusters Score -1082104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1082103.750000 Penalty: 2951.593262
	Iteration 25F: 3 clusters Score -1082104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Entering Unmasked Estep 
Score: -1205052.000000 Penalty: 1499.962036
	Iteration 0F: 2 clusters Score -1205052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1197743.125000 Penalty: 2999.924072
	Iteration 0F: 3 clusters Score -1197743 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1200085.875000 Penalty: 2999.924072
	Iteration 1F: 3 clusters Score -1200086 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1200281.000000 Penalty: 2999.924072
	Iteration 2F: 3 clusters Score -1200281 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1200459.250000 Penalty: 2999.924072
	Iteration 3Q: 3 clusters Score -1200459 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1200646.875000 Penalty: 2999.924072
	Iteration 4Q: 3 clusters Score -1200647 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1200856.875000 Penalty: 2999.924072
	Iteration 5Q: 3 clusters Score -1200857 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1201116.125000 Penalty: 2999.924072
	Iteration 6Q: 3 clusters Score -1201116 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1201453.875000 Penalty: 2999.924072
	Iteration 7Q: 3 clusters Score -1201454 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1201874.750000 Penalty: 2999.924072
	Iteration 8F: 3 clusters Score -1201875 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1202287.750000 Penalty: 2999.924072
	Iteration 9F: 3 clusters Score -1202288 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1202667.250000 Penalty: 2999.924072
	Iteration 10Q: 3 clusters Score -1202667 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1202975.125000 Penalty: 2999.924072
	Iteration 11Q: 3 clusters Score -1202975 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1203225.375000 Penalty: 2999.924072
	Iteration 12Q: 3 clusters Score -1203225 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1203418.875000 Penalty: 2999.924072
	Iteration 13Q: 3 clusters Score -1203419 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1203523.375000 Penalty: 2999.924072
	Iteration 14Q: 3 clusters Score -1203523 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1203588.125000 Penalty: 2999.924072
	Iteration 15Q: 3 clusters Score -1203588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1203632.875000 Penalty: 2999.924072
	Iteration 16Q: 3 clusters Score -1203633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1203667.750000 Penalty: 2999.924072
	Iteration 17Q: 3 clusters Score -1203668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1203684.750000 Penalty: 2999.924072
	Iteration 18Q: 3 clusters Score -1203685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1203697.875000 Penalty: 2999.924072
	Iteration 19Q: 3 clusters Score -1203698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1203710.375000 Penalty: 2999.924072
	Iteration 20F: 3 clusters Score -1203710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1203714.500000 Penalty: 2999.924072
	Iteration 21Q: 3 clusters Score -1203714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1203723.750000 Penalty: 2999.924072
	Iteration 22Q: 3 clusters Score -1203724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1203732.250000 Penalty: 2999.924072
	Iteration 23Q: 3 clusters Score -1203732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1203736.625000 Penalty: 2999.924072
	Iteration 24Q: 3 clusters Score -1203737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1203745.125000 Penalty: 2999.924072
	Iteration 25Q: 3 clusters Score -1203745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1203755.375000 Penalty: 2999.924072
	Iteration 26Q: 3 clusters Score -1203755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1203767.125000 Penalty: 2999.924072
	Iteration 27Q: 3 clusters Score -1203767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1203781.250000 Penalty: 2999.924072
	Iteration 28Q: 3 clusters Score -1203781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1203782.125000 Penalty: 2999.924072
	Iteration 29Q: 3 clusters Score -1203782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1203787.125000 Penalty: 2999.924072
	Iteration 30Q: 3 clusters Score -1203787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1203789.625000 Penalty: 2999.924072
	Iteration 31Q: 3 clusters Score -1203790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1203790.750000 Penalty: 2999.924072
	Iteration 32Q: 3 clusters Score -1203791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1203793.375000 Penalty: 2999.924072
	Iteration 33Q: 3 clusters Score -1203793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1203796.875000 Penalty: 2999.924072
	Iteration 34Q: 3 clusters Score -1203797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1203802.125000 Penalty: 2999.924072
	Iteration 35Q: 3 clusters Score -1203802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1203802.875000 Penalty: 2999.924072
	Iteration 36Q: 3 clusters Score -1203803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1203804.750000 Penalty: 2999.924072
	Iteration 37Q: 3 clusters Score -1203805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1203806.500000 Penalty: 2999.924072
	Iteration 38Q: 3 clusters Score -1203806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1203807.625000 Penalty: 2999.924072
	Iteration 39Q: 3 clusters Score -1203808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1203809.750000 Penalty: 2999.924072
	Iteration 40F: 3 clusters Score -1203810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1203811.000000 Penalty: 2999.924072
	Iteration 41Q: 3 clusters Score -1203811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1203812.375000 Penalty: 2999.924072
	Iteration 42Q: 3 clusters Score -1203812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1203812.375000 Penalty: 2999.924072
	Iteration 43F: 3 clusters Score -1203812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Entering Unmasked Estep 
Score: -5065928.000000 Penalty: 1729.094238
	Iteration 0F: 2 clusters Score -5065928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -5040463.500000 Penalty: 3458.188477
	Iteration 0F: 3 clusters Score -5040464 nChanged 19411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -5051294.000000 Penalty: 3458.188477
	Iteration 1F: 3 clusters Score -5051294 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5051721.500000 Penalty: 3458.188477
	Iteration 2Q: 3 clusters Score -5051722 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -5052338.500000 Penalty: 3458.188477
	Iteration 3Q: 3 clusters Score -5052338 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -5052985.500000 Penalty: 3458.188477
	Iteration 4Q: 3 clusters Score -5052986 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -5053691.500000 Penalty: 3458.188477
	Iteration 5F: 3 clusters Score -5053692 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -5054345.000000 Penalty: 3458.188477
	Iteration 6F: 3 clusters Score -5054345 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -5055191.000000 Penalty: 3458.188477
	Iteration 7F: 3 clusters Score -5055191 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -5056363.000000 Penalty: 3458.188477
	Iteration 8F: 3 clusters Score -5056363 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -5058038.000000 Penalty: 3458.188477
	Iteration 9F: 3 clusters Score -5058038 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -5060592.000000 Penalty: 3458.188477
	Iteration 10F: 3 clusters Score -5060592 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -5062978.500000 Penalty: 3458.188477
	Iteration 11Q: 3 clusters Score -5062978 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5064044.000000 Penalty: 3458.188477
	Iteration 12Q: 3 clusters Score -5064044 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -5064457.500000 Penalty: 3458.188477
	Iteration 13Q: 3 clusters Score -5064458 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -5064600.000000 Penalty: 3458.188477
	Iteration 14Q: 3 clusters Score -5064600 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -5064651.000000 Penalty: 3458.188477
	Iteration 15Q: 3 clusters Score -5064651 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -5064697.500000 Penalty: 3458.188477
	Iteration 16Q: 3 clusters Score -5064698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -5064721.500000 Penalty: 3458.188477
	Iteration 17Q: 3 clusters Score -5064722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -5064749.500000 Penalty: 3458.188477
	Iteration 18Q: 3 clusters Score -5064750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5064760.000000 Penalty: 3458.188477
	Iteration 19Q: 3 clusters Score -5064760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -5064767.000000 Penalty: 3458.188477
	Iteration 20F: 3 clusters Score -5064767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -5064778.000000 Penalty: 3458.188477
	Iteration 21Q: 3 clusters Score -5064778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -5064784.500000 Penalty: 3458.188477
	Iteration 22Q: 3 clusters Score -5064784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -5064790.500000 Penalty: 3458.188477
	Iteration 23Q: 3 clusters Score -5064790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5064789.000000 Penalty: 3458.188477
	Iteration 24Q: 3 clusters Score -5064789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -5064797.000000 Penalty: 3458.188477
	Iteration 25Q: 3 clusters Score -5064797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -5064797.000000 Penalty: 3458.188477
	Iteration 26F: 3 clusters Score -5064797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Entering Unmasked Estep 
Score: -3430264.250000 Penalty: 1664.936768
	Iteration 0F: 2 clusters Score -3430264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3411759.000000 Penalty: 3329.873535
	Iteration 0F: 3 clusters Score -3411759 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3418808.750000 Penalty: 3329.873535
	Iteration 1F: 3 clusters Score -3418809 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3419192.750000 Penalty: 3329.873535
	Iteration 2Q: 3 clusters Score -3419193 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3419609.000000 Penalty: 3329.873535
	Iteration 3Q: 3 clusters Score -3419609 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3420118.250000 Penalty: 3329.873535
	Iteration 4Q: 3 clusters Score -3420118 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3420758.750000 Penalty: 3329.873535
	Iteration 5F: 3 clusters Score -3420759 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3421611.750000 Penalty: 3329.873535
	Iteration 6F: 3 clusters Score -3421612 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3422694.750000 Penalty: 3329.873535
	Iteration 7F: 3 clusters Score -3422695 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3424265.000000 Penalty: 3329.873535
	Iteration 8F: 3 clusters Score -3424265 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3425748.750000 Penalty: 3329.873535
	Iteration 9F: 3 clusters Score -3425749 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3426802.000000 Penalty: 3329.873535
	Iteration 10Q: 3 clusters Score -3426802 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3427432.250000 Penalty: 3329.873535
	Iteration 11Q: 3 clusters Score -3427432 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3427823.000000 Penalty: 3329.873535
	Iteration 12Q: 3 clusters Score -3427823 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3428078.500000 Penalty: 3329.873535
	Iteration 13Q: 3 clusters Score -3428078 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3428271.750000 Penalty: 3329.873535
	Iteration 14Q: 3 clusters Score -3428272 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3428411.250000 Penalty: 3329.873535
	Iteration 15Q: 3 clusters Score -3428411 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3428527.500000 Penalty: 3329.873535
	Iteration 16Q: 3 clusters Score -3428528 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3428583.000000 Penalty: 3329.873535
	Iteration 17Q: 3 clusters Score -3428583 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -3428630.250000 Penalty: 3329.873535
	Iteration 18Q: 3 clusters Score -3428630 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3428683.250000 Penalty: 3329.873535
	Iteration 19Q: 3 clusters Score -3428683 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3428735.500000 Penalty: 3329.873535
	Iteration 20F: 3 clusters Score -3428736 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3428769.250000 Penalty: 3329.873535
	Iteration 21Q: 3 clusters Score -3428769 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3428818.750000 Penalty: 3329.873535
	Iteration 22Q: 3 clusters Score -3428819 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3428856.250000 Penalty: 3329.873535
	Iteration 23Q: 3 clusters Score -3428856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3428865.250000 Penalty: 3329.873535
	Iteration 24Q: 3 clusters Score -3428865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3428906.750000 Penalty: 3329.873535
	Iteration 25Q: 3 clusters Score -3428907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3428929.750000 Penalty: 3329.873535
	Iteration 26Q: 3 clusters Score -3428930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3428941.000000 Penalty: 3329.873535
	Iteration 27Q: 3 clusters Score -3428941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3428950.000000 Penalty: 3329.873535
	Iteration 28Q: 3 clusters Score -3428950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3428950.500000 Penalty: 3329.873535
	Iteration 29Q: 3 clusters Score -3428950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3428966.000000 Penalty: 3329.873535
	Iteration 30Q: 3 clusters Score -3428966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3428970.500000 Penalty: 3329.873535
	Iteration 31Q: 3 clusters Score -3428970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3428970.750000 Penalty: 3329.873535
	Iteration 32Q: 3 clusters Score -3428971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3428986.250000 Penalty: 3329.873535
	Iteration 33Q: 3 clusters Score -3428986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3428987.000000 Penalty: 3329.873535
	Iteration 34Q: 3 clusters Score -3428987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3428993.000000 Penalty: 3329.873535
	Iteration 35Q: 3 clusters Score -3428993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3428993.000000 Penalty: 3329.873535
	Iteration 36Q: 3 clusters Score -3428993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3428994.250000 Penalty: 3329.873535
	Iteration 37Q: 3 clusters Score -3428994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3428994.250000 Penalty: 3329.873535
	Iteration 38F: 3 clusters Score -3428994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53715.648438 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53715.65 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 172 members 
Entering Unmasked Estep 
Score: -52799.414062 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52799.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52889.976562 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52889.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52908.699219 Penalty: 1884.705200
	Iteration 2Q: 3 clusters Score -52908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52912.937500 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52912.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52912.937500 Penalty: 1884.705200
	Iteration 4F: 3 clusters Score -52912.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Entering Unmasked Estep 
Score: -1987333.750000 Penalty: 1574.098633
	Iteration 0F: 2 clusters Score -1987334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1976279.000000 Penalty: 3148.197266
	Iteration 0F: 3 clusters Score -1976279 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1980198.875000 Penalty: 3148.197266
	Iteration 1F: 3 clusters Score -1980199 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1980463.125000 Penalty: 3148.197266
	Iteration 2Q: 3 clusters Score -1980463 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1980718.125000 Penalty: 3148.197266
	Iteration 3Q: 3 clusters Score -1980718 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1980973.750000 Penalty: 3148.197266
	Iteration 4Q: 3 clusters Score -1980974 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1981262.750000 Penalty: 3148.197266
	Iteration 5Q: 3 clusters Score -1981263 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1981634.125000 Penalty: 3148.197266
	Iteration 6Q: 3 clusters Score -1981634 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1982147.500000 Penalty: 3148.197266
	Iteration 7F: 3 clusters Score -1982148 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1982835.750000 Penalty: 3148.197266
	Iteration 8F: 3 clusters Score -1982836 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1983585.750000 Penalty: 3148.197266
	Iteration 9F: 3 clusters Score -1983586 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1984322.625000 Penalty: 3148.197266
	Iteration 10F: 3 clusters Score -1984323 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1984894.875000 Penalty: 3148.197266
	Iteration 11Q: 3 clusters Score -1984895 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1985278.625000 Penalty: 3148.197266
	Iteration 12Q: 3 clusters Score -1985279 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1985551.000000 Penalty: 3148.197266
	Iteration 13Q: 3 clusters Score -1985551 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1985741.000000 Penalty: 3148.197266
	Iteration 14Q: 3 clusters Score -1985741 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1985833.250000 Penalty: 3148.197266
	Iteration 15Q: 3 clusters Score -1985833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1985889.750000 Penalty: 3148.197266
	Iteration 16Q: 3 clusters Score -1985890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1985917.875000 Penalty: 3148.197266
	Iteration 17Q: 3 clusters Score -1985918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1985931.000000 Penalty: 3148.197266
	Iteration 18Q: 3 clusters Score -1985931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1985936.750000 Penalty: 3148.197266
	Iteration 19Q: 3 clusters Score -1985937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1985944.250000 Penalty: 3148.197266
	Iteration 20F: 3 clusters Score -1985944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1985950.250000 Penalty: 3148.197266
	Iteration 21Q: 3 clusters Score -1985950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1985958.500000 Penalty: 3148.197266
	Iteration 22Q: 3 clusters Score -1985958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1985963.750000 Penalty: 3148.197266
	Iteration 23Q: 3 clusters Score -1985964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1985971.750000 Penalty: 3148.197266
	Iteration 24Q: 3 clusters Score -1985972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1985982.625000 Penalty: 3148.197266
	Iteration 25Q: 3 clusters Score -1985983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1985987.500000 Penalty: 3148.197266
	Iteration 26Q: 3 clusters Score -1985988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1985991.375000 Penalty: 3148.197266
	Iteration 27Q: 3 clusters Score -1985991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1985997.125000 Penalty: 3148.197266
	Iteration 28Q: 3 clusters Score -1985997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1985997.250000 Penalty: 3148.197266
	Iteration 29Q: 3 clusters Score -1985997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1986000.625000 Penalty: 3148.197266
	Iteration 30Q: 3 clusters Score -1986001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1986005.125000 Penalty: 3148.197266
	Iteration 31Q: 3 clusters Score -1986005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1986007.500000 Penalty: 3148.197266
	Iteration 32Q: 3 clusters Score -1986008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1986008.250000 Penalty: 3148.197266
	Iteration 33Q: 3 clusters Score -1986008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1986011.250000 Penalty: 3148.197266
	Iteration 34Q: 3 clusters Score -1986011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1986016.875000 Penalty: 3148.197266
	Iteration 35Q: 3 clusters Score -1986017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1986015.875000 Penalty: 3148.197266
	Iteration 36Q: 3 clusters Score -1986016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1986015.875000 Penalty: 3148.197266
	Iteration 37F: 3 clusters Score -1986016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -16169.875977 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -16169.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15560.139648 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15560.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15605.667969 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15605.67 nChanged 5
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: -15628.074219 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -15628.07 nChanged 0
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: -15628.074219 Penalty: 1632.761108
	Iteration 3F: 3 clusters Score -15628.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -175560.921875 Penalty: 1190.336670
	Iteration 0F: 2 clusters Score -175560.9 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 728 members 
Entering Unmasked Estep 
Score: -173802.578125 Penalty: 2380.673340
	Iteration 0F: 3 clusters Score -173802.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174170.015625 Penalty: 2380.673340
	Iteration 1F: 3 clusters Score -174170 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -174280.031250 Penalty: 2380.673340
	Iteration 2F: 3 clusters Score -174280 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -174343.093750 Penalty: 2380.673340
	Iteration 3F: 3 clusters Score -174343.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -174385.250000 Penalty: 2380.673340
	Iteration 4Q: 3 clusters Score -174385.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -174423.203125 Penalty: 2380.673340
	Iteration 5Q: 3 clusters Score -174423.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -174454.765625 Penalty: 2380.673340
	Iteration 6Q: 3 clusters Score -174454.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -174472.687500 Penalty: 2380.673340
	Iteration 7Q: 3 clusters Score -174472.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -174485.984375 Penalty: 2380.673340
	Iteration 8Q: 3 clusters Score -174486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -174498.671875 Penalty: 2380.673340
	Iteration 9Q: 3 clusters Score -174498.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -174506.265625 Penalty: 2380.673340
	Iteration 10Q: 3 clusters Score -174506.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -174511.421875 Penalty: 2380.673340
	Iteration 11Q: 3 clusters Score -174511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -174515.062500 Penalty: 2380.673340
	Iteration 12Q: 3 clusters Score -174515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -174517.625000 Penalty: 2380.673340
	Iteration 13Q: 3 clusters Score -174517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -174519.000000 Penalty: 2380.673340
	Iteration 14Q: 3 clusters Score -174519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -174519.843750 Penalty: 2380.673340
	Iteration 15Q: 3 clusters Score -174519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -174521.140625 Penalty: 2380.673340
	Iteration 16Q: 3 clusters Score -174521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -174522.843750 Penalty: 2380.673340
	Iteration 17Q: 3 clusters Score -174522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -174524.562500 Penalty: 2380.673340
	Iteration 18Q: 3 clusters Score -174524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -174525.265625 Penalty: 2380.673340
	Iteration 19Q: 3 clusters Score -174525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -174525.812500 Penalty: 2380.673340
	Iteration 20F: 3 clusters Score -174525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -174527.671875 Penalty: 2380.673340
	Iteration 21Q: 3 clusters Score -174527.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -174528.640625 Penalty: 2380.673340
	Iteration 22Q: 3 clusters Score -174528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -174529.484375 Penalty: 2380.673340
	Iteration 23Q: 3 clusters Score -174529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -174531.703125 Penalty: 2380.673340
	Iteration 24Q: 3 clusters Score -174531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -174533.562500 Penalty: 2380.673340
	Iteration 25Q: 3 clusters Score -174533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -174534.656250 Penalty: 2380.673340
	Iteration 26Q: 3 clusters Score -174534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -174534.656250 Penalty: 2380.673340
	Iteration 27F: 3 clusters Score -174534.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Entering Unmasked Estep 
Score: -3315298.500000 Penalty: 1654.671753
	Iteration 0F: 2 clusters Score -3315298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3298433.000000 Penalty: 3309.343506
	Iteration 0F: 3 clusters Score -3298433 nChanged 12114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3305309.500000 Penalty: 3309.343506
	Iteration 1F: 3 clusters Score -3305310 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3305718.750000 Penalty: 3309.343506
	Iteration 2Q: 3 clusters Score -3305719 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3306179.000000 Penalty: 3309.343506
	Iteration 3Q: 3 clusters Score -3306179 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3306829.500000 Penalty: 3309.343506
	Iteration 4F: 3 clusters Score -3306830 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3307708.750000 Penalty: 3309.343506
	Iteration 5F: 3 clusters Score -3307709 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3308801.750000 Penalty: 3309.343506
	Iteration 6F: 3 clusters Score -3308802 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -3310396.250000 Penalty: 3309.343506
	Iteration 7F: 3 clusters Score -3310396 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3311826.750000 Penalty: 3309.343506
	Iteration 8F: 3 clusters Score -3311827 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -3312705.250000 Penalty: 3309.343506
	Iteration 9Q: 3 clusters Score -3312705 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3313207.000000 Penalty: 3309.343506
	Iteration 10Q: 3 clusters Score -3313207 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3313535.000000 Penalty: 3309.343506
	Iteration 11Q: 3 clusters Score -3313535 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3313674.750000 Penalty: 3309.343506
	Iteration 12Q: 3 clusters Score -3313675 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -3313802.500000 Penalty: 3309.343506
	Iteration 13Q: 3 clusters Score -3313802 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -3313830.000000 Penalty: 3309.343506
	Iteration 14Q: 3 clusters Score -3313830 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3313853.250000 Penalty: 3309.343506
	Iteration 15Q: 3 clusters Score -3313853 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3313889.000000 Penalty: 3309.343506
	Iteration 16Q: 3 clusters Score -3313889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3313923.500000 Penalty: 3309.343506
	Iteration 17Q: 3 clusters Score -3313924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3313938.500000 Penalty: 3309.343506
	Iteration 18Q: 3 clusters Score -3313938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3313938.750000 Penalty: 3309.343506
	Iteration 19Q: 3 clusters Score -3313939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3313936.000000 Penalty: 3309.343506
	Iteration 20F: 3 clusters Score -3313936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3313935.750000 Penalty: 3309.343506
	Iteration 21Q: 3 clusters Score -3313936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3313941.000000 Penalty: 3309.343506
	Iteration 22Q: 3 clusters Score -3313941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3313946.250000 Penalty: 3309.343506
	Iteration 23Q: 3 clusters Score -3313946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3313945.500000 Penalty: 3309.343506
	Iteration 24Q: 3 clusters Score -3313946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3313947.500000 Penalty: 3309.343506
	Iteration 25Q: 3 clusters Score -3313948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3313949.250000 Penalty: 3309.343506
	Iteration 26Q: 3 clusters Score -3313949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3313949.250000 Penalty: 3309.343506
	Iteration 27F: 3 clusters Score -3313949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -98238.460938 Penalty: 1100.997070
	Iteration 0F: 2 clusters Score -98238.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -96909.289062 Penalty: 2201.994141
	Iteration 0F: 3 clusters Score -96909.29 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97154.617188 Penalty: 2201.994141
	Iteration 1F: 3 clusters Score -97154.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97223.054688 Penalty: 2201.994141
	Iteration 2F: 3 clusters Score -97223.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97266.296875 Penalty: 2201.994141
	Iteration 3Q: 3 clusters Score -97266.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97309.390625 Penalty: 2201.994141
	Iteration 4Q: 3 clusters Score -97309.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97336.203125 Penalty: 2201.994141
	Iteration 5Q: 3 clusters Score -97336.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97347.742188 Penalty: 2201.994141
	Iteration 6Q: 3 clusters Score -97347.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97362.257812 Penalty: 2201.994141
	Iteration 7Q: 3 clusters Score -97362.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97372.851562 Penalty: 2201.994141
	Iteration 8Q: 3 clusters Score -97372.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97379.117188 Penalty: 2201.994141
	Iteration 9Q: 3 clusters Score -97379.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -97384.929688 Penalty: 2201.994141
	Iteration 10Q: 3 clusters Score -97384.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97389.468750 Penalty: 2201.994141
	Iteration 11Q: 3 clusters Score -97389.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97398.140625 Penalty: 2201.994141
	Iteration 12Q: 3 clusters Score -97398.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97401.226562 Penalty: 2201.994141
	Iteration 13Q: 3 clusters Score -97401.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97402.671875 Penalty: 2201.994141
	Iteration 14Q: 3 clusters Score -97402.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97402.968750 Penalty: 2201.994141
	Iteration 15Q: 3 clusters Score -97402.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -97403.382812 Penalty: 2201.994141
	Iteration 16Q: 3 clusters Score -97403.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -97403.382812 Penalty: 2201.994141
	Iteration 17F: 3 clusters Score -97403.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 21996 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24543 members 
Mstep: Class 6 contains 19666 members 
Mstep: Class 7 contains 8794 members 
Mstep: Class 8 contains 10204 members 
Mstep: Class 9 contains 41797 members 
Mstep: Class 11 contains 28163 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16103 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26439 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445910.000000 Penalty: 29981.072266
Iteration 159Q: 16 clusters Score -2.644591e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 21996 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24541 members 
Mstep: Class 6 contains 19715 members 
Mstep: Class 7 contains 8795 members 
Mstep: Class 8 contains 10202 members 
Mstep: Class 9 contains 41790 members 
Mstep: Class 11 contains 28143 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16098 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26435 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445886.000000 Penalty: 29981.072266
Iteration 160F: 16 clusters Score -2.644589e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 21993 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24547 members 
Mstep: Class 6 contains 19766 members 
Mstep: Class 7 contains 8796 members 
Mstep: Class 8 contains 10200 members 
Mstep: Class 9 contains 41779 members 
Mstep: Class 11 contains 28130 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16092 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26416 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445946.000000 Penalty: 29981.072266
Iteration 161Q: 16 clusters Score -2.644595e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 21989 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24539 members 
Mstep: Class 6 contains 19804 members 
Mstep: Class 7 contains 8797 members 
Mstep: Class 8 contains 10196 members 
Mstep: Class 9 contains 41779 members 
Mstep: Class 11 contains 28118 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16090 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26415 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445888.000000 Penalty: 29981.072266
Iteration 162Q: 16 clusters Score -2.644589e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 21989 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24535 members 
Mstep: Class 6 contains 19850 members 
Mstep: Class 7 contains 8794 members 
Mstep: Class 8 contains 10194 members 
Mstep: Class 9 contains 41763 members 
Mstep: Class 11 contains 28101 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16088 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26412 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445918.000000 Penalty: 29981.072266
Iteration 163Q: 16 clusters Score -2.644592e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 21991 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24534 members 
Mstep: Class 6 contains 19880 members 
Mstep: Class 7 contains 8790 members 
Mstep: Class 8 contains 10191 members 
Mstep: Class 9 contains 41753 members 
Mstep: Class 11 contains 28094 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16082 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26411 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445952.000000 Penalty: 29981.072266
Iteration 164Q: 16 clusters Score -2.644595e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 21992 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24519 members 
Mstep: Class 6 contains 19912 members 
Mstep: Class 7 contains 8789 members 
Mstep: Class 8 contains 10188 members 
Mstep: Class 9 contains 41743 members 
Mstep: Class 11 contains 28088 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16078 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26425 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445938.000000 Penalty: 29981.072266
Iteration 165Q: 16 clusters Score -2.644594e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 21995 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24506 members 
Mstep: Class 6 contains 19946 members 
Mstep: Class 7 contains 8789 members 
Mstep: Class 8 contains 10184 members 
Mstep: Class 9 contains 41733 members 
Mstep: Class 11 contains 28080 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16075 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26428 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445984.000000 Penalty: 29981.072266
Iteration 166Q: 16 clusters Score -2.644598e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 21996 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24490 members 
Mstep: Class 6 contains 19985 members 
Mstep: Class 7 contains 8790 members 
Mstep: Class 8 contains 10184 members 
Mstep: Class 9 contains 41716 members 
Mstep: Class 11 contains 28075 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16072 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26428 members 
Mstep: Class 19 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445984.000000 Penalty: 29981.072266
Iteration 167Q: 16 clusters Score -2.644598e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 21994 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24486 members 
Mstep: Class 6 contains 20017 members 
Mstep: Class 7 contains 8791 members 
Mstep: Class 8 contains 10182 members 
Mstep: Class 9 contains 41703 members 
Mstep: Class 11 contains 28079 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16070 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26419 members 
Mstep: Class 19 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446002.000000 Penalty: 29981.072266
Iteration 168Q: 16 clusters Score -2.6446e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 21997 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24477 members 
Mstep: Class 6 contains 20043 members 
Mstep: Class 7 contains 8792 members 
Mstep: Class 8 contains 10177 members 
Mstep: Class 9 contains 41689 members 
Mstep: Class 11 contains 28081 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16070 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26421 members 
Mstep: Class 19 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445936.000000 Penalty: 29981.072266
Iteration 169Q: 16 clusters Score -2.644594e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 21999 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24482 members 
Mstep: Class 6 contains 20067 members 
Mstep: Class 7 contains 8792 members 
Mstep: Class 8 contains 10172 members 
Mstep: Class 9 contains 41685 members 
Mstep: Class 11 contains 28079 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16067 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26405 members 
Mstep: Class 19 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445978.000000 Penalty: 29981.072266
Iteration 170Q: 16 clusters Score -2.644598e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 22001 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24488 members 
Mstep: Class 6 contains 20091 members 
Mstep: Class 7 contains 8790 members 
Mstep: Class 8 contains 10168 members 
Mstep: Class 9 contains 41672 members 
Mstep: Class 11 contains 28074 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16063 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26400 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445930.000000 Penalty: 29981.072266
Iteration 171Q: 16 clusters Score -2.644593e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24495 members 
Mstep: Class 6 contains 20112 members 
Mstep: Class 7 contains 8789 members 
Mstep: Class 8 contains 10165 members 
Mstep: Class 9 contains 41660 members 
Mstep: Class 11 contains 28076 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16063 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26389 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445940.000000 Penalty: 29981.072266
Iteration 172Q: 16 clusters Score -2.644594e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 22005 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24498 members 
Mstep: Class 6 contains 20124 members 
Mstep: Class 7 contains 8790 members 
Mstep: Class 8 contains 10164 members 
Mstep: Class 9 contains 41652 members 
Mstep: Class 11 contains 28073 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16058 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26384 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445932.000000 Penalty: 29981.072266
Iteration 173Q: 16 clusters Score -2.644593e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 22009 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24498 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 8785 members 
Mstep: Class 8 contains 10163 members 
Mstep: Class 9 contains 41654 members 
Mstep: Class 11 contains 28068 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16058 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26379 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445942.000000 Penalty: 29981.072266
Iteration 174Q: 16 clusters Score -2.644594e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 22013 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24502 members 
Mstep: Class 6 contains 20140 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 10161 members 
Mstep: Class 9 contains 41648 members 
Mstep: Class 11 contains 28059 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16058 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26382 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445948.000000 Penalty: 29981.072266
Iteration 175Q: 16 clusters Score -2.644595e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 22017 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24498 members 
Mstep: Class 6 contains 20154 members 
Mstep: Class 7 contains 8782 members 
Mstep: Class 8 contains 10158 members 
Mstep: Class 9 contains 41648 members 
Mstep: Class 11 contains 28053 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16058 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26376 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445970.000000 Penalty: 29981.072266
Iteration 176Q: 16 clusters Score -2.644597e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 22020 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24496 members 
Mstep: Class 6 contains 20168 members 
Mstep: Class 7 contains 8781 members 
Mstep: Class 8 contains 10157 members 
Mstep: Class 9 contains 41647 members 
Mstep: Class 11 contains 28049 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16055 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26371 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445962.000000 Penalty: 29981.072266
Iteration 177Q: 16 clusters Score -2.644596e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 22029 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24487 members 
Mstep: Class 6 contains 20185 members 
Mstep: Class 7 contains 8782 members 
Mstep: Class 8 contains 10155 members 
Mstep: Class 9 contains 41642 members 
Mstep: Class 11 contains 28043 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16052 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26371 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445982.000000 Penalty: 29981.072266
Iteration 178Q: 16 clusters Score -2.644598e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24478 members 
Mstep: Class 6 contains 20196 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 10150 members 
Mstep: Class 9 contains 41634 members 
Mstep: Class 11 contains 28036 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16052 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26377 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446022.000000 Penalty: 29981.072266
Iteration 179Q: 16 clusters Score -2.644602e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 22042 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24477 members 
Mstep: Class 6 contains 20212 members 
Mstep: Class 7 contains 8778 members 
Mstep: Class 8 contains 10149 members 
Mstep: Class 9 contains 41622 members 
Mstep: Class 11 contains 28031 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16052 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26384 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446008.000000 Penalty: 29981.072266
Iteration 180F: 16 clusters Score -2.644601e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 22045 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24474 members 
Mstep: Class 6 contains 20226 members 
Mstep: Class 7 contains 8777 members 
Mstep: Class 8 contains 10148 members 
Mstep: Class 9 contains 41617 members 
Mstep: Class 11 contains 28028 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16051 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26388 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445980.000000 Penalty: 29981.072266
Iteration 181Q: 16 clusters Score -2.644598e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 22049 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24475 members 
Mstep: Class 6 contains 20230 members 
Mstep: Class 7 contains 8775 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 41610 members 
Mstep: Class 11 contains 28026 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16049 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26391 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446008.000000 Penalty: 29981.072266
Iteration 182Q: 16 clusters Score -2.644601e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 22050 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24474 members 
Mstep: Class 6 contains 20232 members 
Mstep: Class 7 contains 8777 members 
Mstep: Class 8 contains 10143 members 
Mstep: Class 9 contains 41609 members 
Mstep: Class 11 contains 28029 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16049 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 26388 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26445984.000000 Penalty: 29981.072266
Iteration 183Q: 16 clusters Score -2.644598e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 22051 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24472 members 
Mstep: Class 6 contains 20239 members 
Mstep: Class 7 contains 8778 members 
Mstep: Class 8 contains 10142 members 
Mstep: Class 9 contains 41605 members 
Mstep: Class 11 contains 28026 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16049 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26387 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446042.000000 Penalty: 29981.072266
Iteration 184Q: 16 clusters Score -2.644604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 22051 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24474 members 
Mstep: Class 6 contains 20246 members 
Mstep: Class 7 contains 8777 members 
Mstep: Class 8 contains 10142 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 11 contains 28023 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16047 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26385 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446046.000000 Penalty: 29981.072266
Iteration 185Q: 16 clusters Score -2.644605e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 22052 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24474 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 8774 members 
Mstep: Class 8 contains 10140 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 11 contains 28022 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16046 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26378 members 
Mstep: Class 19 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446030.000000 Penalty: 29981.072266
Iteration 186Q: 16 clusters Score -2.644603e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 22053 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24481 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 8770 members 
Mstep: Class 8 contains 10137 members 
Mstep: Class 9 contains 41604 members 
Mstep: Class 11 contains 28020 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16046 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26370 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446062.000000 Penalty: 29981.072266
Iteration 187Q: 16 clusters Score -2.644606e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 22054 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24483 members 
Mstep: Class 6 contains 20264 members 
Mstep: Class 7 contains 8763 members 
Mstep: Class 8 contains 10136 members 
Mstep: Class 9 contains 41612 members 
Mstep: Class 11 contains 28015 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16046 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26366 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446074.000000 Penalty: 29981.072266
Iteration 188Q: 16 clusters Score -2.644607e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 22056 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24478 members 
Mstep: Class 6 contains 20266 members 
Mstep: Class 7 contains 8760 members 
Mstep: Class 8 contains 10135 members 
Mstep: Class 9 contains 41614 members 
Mstep: Class 11 contains 28008 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16046 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26370 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446074.000000 Penalty: 29981.072266
Iteration 189Q: 16 clusters Score -2.644607e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 22056 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24477 members 
Mstep: Class 6 contains 20271 members 
Mstep: Class 7 contains 8759 members 
Mstep: Class 8 contains 10133 members 
Mstep: Class 9 contains 41606 members 
Mstep: Class 11 contains 28005 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16048 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26370 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446086.000000 Penalty: 29981.072266
Iteration 190Q: 16 clusters Score -2.644609e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 22058 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24478 members 
Mstep: Class 6 contains 20275 members 
Mstep: Class 7 contains 8761 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 41604 members 
Mstep: Class 11 contains 28002 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16048 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26371 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446090.000000 Penalty: 29981.072266
Iteration 191Q: 16 clusters Score -2.644609e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 22058 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24479 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 7 contains 8767 members 
Mstep: Class 8 contains 10121 members 
Mstep: Class 9 contains 41605 members 
Mstep: Class 11 contains 27999 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16046 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26368 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446112.000000 Penalty: 29981.072266
Iteration 192Q: 16 clusters Score -2.644611e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 22058 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24477 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 8768 members 
Mstep: Class 8 contains 10117 members 
Mstep: Class 9 contains 41606 members 
Mstep: Class 11 contains 27997 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26367 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446106.000000 Penalty: 29981.072266
Iteration 193Q: 16 clusters Score -2.644611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 22059 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24475 members 
Mstep: Class 6 contains 20293 members 
Mstep: Class 7 contains 8770 members 
Mstep: Class 8 contains 10112 members 
Mstep: Class 9 contains 41608 members 
Mstep: Class 11 contains 27994 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16047 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26364 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446130.000000 Penalty: 29981.072266
Iteration 194Q: 16 clusters Score -2.644613e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 22059 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24478 members 
Mstep: Class 6 contains 20296 members 
Mstep: Class 7 contains 8770 members 
Mstep: Class 8 contains 10108 members 
Mstep: Class 9 contains 41606 members 
Mstep: Class 11 contains 27993 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16047 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 26362 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446110.000000 Penalty: 29981.072266
Iteration 195Q: 16 clusters Score -2.644611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 22059 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24479 members 
Mstep: Class 6 contains 20301 members 
Mstep: Class 7 contains 8768 members 
Mstep: Class 8 contains 10103 members 
Mstep: Class 9 contains 41614 members 
Mstep: Class 11 contains 27991 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16046 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26357 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446108.000000 Penalty: 29981.072266
Iteration 196Q: 16 clusters Score -2.644611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 22059 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24479 members 
Mstep: Class 6 contains 20305 members 
Mstep: Class 7 contains 8767 members 
Mstep: Class 8 contains 10101 members 
Mstep: Class 9 contains 41613 members 
Mstep: Class 11 contains 27990 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16046 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26356 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446126.000000 Penalty: 29981.072266
Iteration 197Q: 16 clusters Score -2.644613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 22059 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24477 members 
Mstep: Class 6 contains 20307 members 
Mstep: Class 7 contains 8764 members 
Mstep: Class 8 contains 10099 members 
Mstep: Class 9 contains 41620 members 
Mstep: Class 11 contains 27991 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16046 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26357 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446142.000000 Penalty: 29981.072266
Iteration 198Q: 16 clusters Score -2.644614e+07 nChanged 20
Entering ConstructFrom: 
Score: -26446142.000000 Penalty: 29981.072266
Entering ConstructFrom: 
Trying to split cluster 1 (18711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Entering Unmasked Estep 
Score: -2275916.000000 Penalty: 1598.490967
	Iteration 0F: 2 clusters Score -2275916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2263164.000000 Penalty: 3196.981934
	Iteration 0F: 3 clusters Score -2263164 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2267856.750000 Penalty: 3196.981934
	Iteration 1F: 3 clusters Score -2267857 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2268332.250000 Penalty: 3196.981934
	Iteration 2F: 3 clusters Score -2268332 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2268778.500000 Penalty: 3196.981934
	Iteration 3F: 3 clusters Score -2268778 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2269191.750000 Penalty: 3196.981934
	Iteration 4F: 3 clusters Score -2269192 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2269640.250000 Penalty: 3196.981934
	Iteration 5F: 3 clusters Score -2269640 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2270197.750000 Penalty: 3196.981934
	Iteration 6F: 3 clusters Score -2270198 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2270864.500000 Penalty: 3196.981934
	Iteration 7F: 3 clusters Score -2270864 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2271548.000000 Penalty: 3196.981934
	Iteration 8F: 3 clusters Score -2271548 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2272098.750000 Penalty: 3196.981934
	Iteration 9Q: 3 clusters Score -2272099 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2272412.000000 Penalty: 3196.981934
	Iteration 10Q: 3 clusters Score -2272412 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2272611.000000 Penalty: 3196.981934
	Iteration 11Q: 3 clusters Score -2272611 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2272743.500000 Penalty: 3196.981934
	Iteration 12Q: 3 clusters Score -2272744 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2272873.750000 Penalty: 3196.981934
	Iteration 13Q: 3 clusters Score -2272874 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2272994.000000 Penalty: 3196.981934
	Iteration 14Q: 3 clusters Score -2272994 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2273098.500000 Penalty: 3196.981934
	Iteration 15Q: 3 clusters Score -2273098 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2273224.750000 Penalty: 3196.981934
	Iteration 16Q: 3 clusters Score -2273225 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2273345.750000 Penalty: 3196.981934
	Iteration 17Q: 3 clusters Score -2273346 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2273481.000000 Penalty: 3196.981934
	Iteration 18Q: 3 clusters Score -2273481 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2273623.250000 Penalty: 3196.981934
	Iteration 19Q: 3 clusters Score -2273623 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2273772.250000 Penalty: 3196.981934
	Iteration 20F: 3 clusters Score -2273772 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2273931.750000 Penalty: 3196.981934
	Iteration 21Q: 3 clusters Score -2273932 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2274064.250000 Penalty: 3196.981934
	Iteration 22Q: 3 clusters Score -2274064 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2274155.500000 Penalty: 3196.981934
	Iteration 23Q: 3 clusters Score -2274156 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2274233.000000 Penalty: 3196.981934
	Iteration 24Q: 3 clusters Score -2274233 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2274311.500000 Penalty: 3196.981934
	Iteration 25Q: 3 clusters Score -2274312 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2274366.250000 Penalty: 3196.981934
	Iteration 26Q: 3 clusters Score -2274366 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2274421.500000 Penalty: 3196.981934
	Iteration 27Q: 3 clusters Score -2274422 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2274477.500000 Penalty: 3196.981934
	Iteration 28Q: 3 clusters Score -2274478 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2274525.500000 Penalty: 3196.981934
	Iteration 29Q: 3 clusters Score -2274526 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2274549.750000 Penalty: 3196.981934
	Iteration 30Q: 3 clusters Score -2274550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2274580.000000 Penalty: 3196.981934
	Iteration 31Q: 3 clusters Score -2274580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2274599.500000 Penalty: 3196.981934
	Iteration 32Q: 3 clusters Score -2274600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2274614.750000 Penalty: 3196.981934
	Iteration 33Q: 3 clusters Score -2274615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2274625.250000 Penalty: 3196.981934
	Iteration 34Q: 3 clusters Score -2274625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2274639.250000 Penalty: 3196.981934
	Iteration 35Q: 3 clusters Score -2274639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2274650.000000 Penalty: 3196.981934
	Iteration 36Q: 3 clusters Score -2274650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2274657.500000 Penalty: 3196.981934
	Iteration 37Q: 3 clusters Score -2274658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2274673.000000 Penalty: 3196.981934
	Iteration 38Q: 3 clusters Score -2274673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2274692.500000 Penalty: 3196.981934
	Iteration 39Q: 3 clusters Score -2274692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2274712.750000 Penalty: 3196.981934
	Iteration 40F: 3 clusters Score -2274713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2274720.000000 Penalty: 3196.981934
	Iteration 41Q: 3 clusters Score -2274720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2274725.000000 Penalty: 3196.981934
	Iteration 42Q: 3 clusters Score -2274725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2274728.750000 Penalty: 3196.981934
	Iteration 43Q: 3 clusters Score -2274729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2274733.500000 Penalty: 3196.981934
	Iteration 44Q: 3 clusters Score -2274734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2274740.750000 Penalty: 3196.981934
	Iteration 45Q: 3 clusters Score -2274741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2274746.000000 Penalty: 3196.981934
	Iteration 46Q: 3 clusters Score -2274746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2274752.250000 Penalty: 3196.981934
	Iteration 47Q: 3 clusters Score -2274752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2274764.500000 Penalty: 3196.981934
	Iteration 48Q: 3 clusters Score -2274764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2274767.750000 Penalty: 3196.981934
	Iteration 49Q: 3 clusters Score -2274768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2274776.000000 Penalty: 3196.981934
	Iteration 50Q: 3 clusters Score -2274776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2274780.000000 Penalty: 3196.981934
	Iteration 51Q: 3 clusters Score -2274780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2274784.500000 Penalty: 3196.981934
	Iteration 52Q: 3 clusters Score -2274784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2274781.250000 Penalty: 3196.981934
	Iteration 53Q: 3 clusters Score -2274781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2274784.000000 Penalty: 3196.981934
	Iteration 54Q: 3 clusters Score -2274784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2274783.750000 Penalty: 3196.981934
	Iteration 55Q: 3 clusters Score -2274784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2274787.250000 Penalty: 3196.981934
	Iteration 56Q: 3 clusters Score -2274787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2274790.000000 Penalty: 3196.981934
	Iteration 57Q: 3 clusters Score -2274790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2274791.000000 Penalty: 3196.981934
	Iteration 58Q: 3 clusters Score -2274791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2274792.750000 Penalty: 3196.981934
	Iteration 59Q: 3 clusters Score -2274793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2274793.250000 Penalty: 3196.981934
	Iteration 60F: 3 clusters Score -2274793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2274794.750000 Penalty: 3196.981934
	Iteration 61Q: 3 clusters Score -2274795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2274794.500000 Penalty: 3196.981934
	Iteration 62Q: 3 clusters Score -2274794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2274795.000000 Penalty: 3196.981934
	Iteration 63Q: 3 clusters Score -2274795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2274796.250000 Penalty: 3196.981934
	Iteration 64Q: 3 clusters Score -2274796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2274797.750000 Penalty: 3196.981934
	Iteration 65Q: 3 clusters Score -2274798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2274799.000000 Penalty: 3196.981934
	Iteration 66Q: 3 clusters Score -2274799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2274797.500000 Penalty: 3196.981934
	Iteration 67Q: 3 clusters Score -2274798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2274799.750000 Penalty: 3196.981934
	Iteration 68Q: 3 clusters Score -2274800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2274798.500000 Penalty: 3196.981934
	Iteration 69Q: 3 clusters Score -2274798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2274799.500000 Penalty: 3196.981934
	Iteration 70Q: 3 clusters Score -2274800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2274799.500000 Penalty: 3196.981934
	Iteration 71Q: 3 clusters Score -2274800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2274797.750000 Penalty: 3196.981934
	Iteration 72Q: 3 clusters Score -2274798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2274798.000000 Penalty: 3196.981934
	Iteration 73Q: 3 clusters Score -2274798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2274798.250000 Penalty: 3196.981934
	Iteration 74Q: 3 clusters Score -2274798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2274798.250000 Penalty: 3196.981934
	Iteration 75F: 3 clusters Score -2274798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Entering Unmasked Estep 
Score: -2720759.250000 Penalty: 1625.247192
	Iteration 0F: 2 clusters Score -2720759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2705702.500000 Penalty: 3250.494385
	Iteration 0F: 3 clusters Score -2705702 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2711229.000000 Penalty: 3250.494385
	Iteration 1F: 3 clusters Score -2711229 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2711592.750000 Penalty: 3250.494385
	Iteration 2Q: 3 clusters Score -2711593 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2711926.250000 Penalty: 3250.494385
	Iteration 3Q: 3 clusters Score -2711926 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2712278.000000 Penalty: 3250.494385
	Iteration 4Q: 3 clusters Score -2712278 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2712734.500000 Penalty: 3250.494385
	Iteration 5Q: 3 clusters Score -2712734 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2713398.500000 Penalty: 3250.494385
	Iteration 6F: 3 clusters Score -2713398 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2714280.000000 Penalty: 3250.494385
	Iteration 7F: 3 clusters Score -2714280 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2715257.500000 Penalty: 3250.494385
	Iteration 8F: 3 clusters Score -2715258 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2716248.500000 Penalty: 3250.494385
	Iteration 9F: 3 clusters Score -2716248 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2717091.000000 Penalty: 3250.494385
	Iteration 10Q: 3 clusters Score -2717091 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2717857.000000 Penalty: 3250.494385
	Iteration 11Q: 3 clusters Score -2717857 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2718405.750000 Penalty: 3250.494385
	Iteration 12Q: 3 clusters Score -2718406 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2718782.500000 Penalty: 3250.494385
	Iteration 13Q: 3 clusters Score -2718782 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2719014.500000 Penalty: 3250.494385
	Iteration 14Q: 3 clusters Score -2719014 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2719148.750000 Penalty: 3250.494385
	Iteration 15Q: 3 clusters Score -2719149 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -2719247.250000 Penalty: 3250.494385
	Iteration 16Q: 3 clusters Score -2719247 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2719315.500000 Penalty: 3250.494385
	Iteration 17Q: 3 clusters Score -2719316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2719352.000000 Penalty: 3250.494385
	Iteration 18Q: 3 clusters Score -2719352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2719386.500000 Penalty: 3250.494385
	Iteration 19Q: 3 clusters Score -2719386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2719417.500000 Penalty: 3250.494385
	Iteration 20F: 3 clusters Score -2719418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2719433.000000 Penalty: 3250.494385
	Iteration 21Q: 3 clusters Score -2719433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2719445.500000 Penalty: 3250.494385
	Iteration 22Q: 3 clusters Score -2719446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2719453.500000 Penalty: 3250.494385
	Iteration 23Q: 3 clusters Score -2719454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2719458.750000 Penalty: 3250.494385
	Iteration 24Q: 3 clusters Score -2719459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2719462.500000 Penalty: 3250.494385
	Iteration 25Q: 3 clusters Score -2719462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2719469.750000 Penalty: 3250.494385
	Iteration 26Q: 3 clusters Score -2719470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2719474.750000 Penalty: 3250.494385
	Iteration 27Q: 3 clusters Score -2719475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2719480.750000 Penalty: 3250.494385
	Iteration 28Q: 3 clusters Score -2719481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2719480.750000 Penalty: 3250.494385
	Iteration 29F: 3 clusters Score -2719481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -36668.035156 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -36668.04 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 170 members 
Entering Unmasked Estep 
Score: -35757.460938 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -35757.46 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35871.664062 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -35871.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35916.000000 Penalty: 1911.173340
	Iteration 2Q: 3 clusters Score -35916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35934.214844 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -35934.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35944.851562 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -35944.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35949.000000 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -35949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35954.960938 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -35954.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35954.960938 Penalty: 1911.173340
	Iteration 7F: 3 clusters Score -35954.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Entering Unmasked Estep 
Score: -3064434.250000 Penalty: 1642.161865
	Iteration 0F: 2 clusters Score -3064434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3048481.000000 Penalty: 3284.323730
	Iteration 0F: 3 clusters Score -3048481 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3054381.500000 Penalty: 3284.323730
	Iteration 1F: 3 clusters Score -3054382 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3054643.250000 Penalty: 3284.323730
	Iteration 2Q: 3 clusters Score -3054643 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3054906.250000 Penalty: 3284.323730
	Iteration 3Q: 3 clusters Score -3054906 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3055147.250000 Penalty: 3284.323730
	Iteration 4Q: 3 clusters Score -3055147 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3055383.250000 Penalty: 3284.323730
	Iteration 5Q: 3 clusters Score -3055383 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3055716.500000 Penalty: 3284.323730
	Iteration 6Q: 3 clusters Score -3055716 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3056209.500000 Penalty: 3284.323730
	Iteration 7Q: 3 clusters Score -3056210 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3056823.000000 Penalty: 3284.323730
	Iteration 8F: 3 clusters Score -3056823 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3057662.000000 Penalty: 3284.323730
	Iteration 9F: 3 clusters Score -3057662 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3058555.750000 Penalty: 3284.323730
	Iteration 10F: 3 clusters Score -3058556 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3059353.500000 Penalty: 3284.323730
	Iteration 11Q: 3 clusters Score -3059354 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3060162.500000 Penalty: 3284.323730
	Iteration 12Q: 3 clusters Score -3060162 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3060892.750000 Penalty: 3284.323730
	Iteration 13Q: 3 clusters Score -3060893 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3061419.500000 Penalty: 3284.323730
	Iteration 14Q: 3 clusters Score -3061420 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3061832.250000 Penalty: 3284.323730
	Iteration 15Q: 3 clusters Score -3061832 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3062140.500000 Penalty: 3284.323730
	Iteration 16Q: 3 clusters Score -3062140 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3062405.500000 Penalty: 3284.323730
	Iteration 17Q: 3 clusters Score -3062406 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3062610.500000 Penalty: 3284.323730
	Iteration 18Q: 3 clusters Score -3062610 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3062762.750000 Penalty: 3284.323730
	Iteration 19Q: 3 clusters Score -3062763 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3062916.500000 Penalty: 3284.323730
	Iteration 20F: 3 clusters Score -3062916 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3062960.750000 Penalty: 3284.323730
	Iteration 21Q: 3 clusters Score -3062961 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3063016.500000 Penalty: 3284.323730
	Iteration 22Q: 3 clusters Score -3063016 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3063030.250000 Penalty: 3284.323730
	Iteration 23Q: 3 clusters Score -3063030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3063039.000000 Penalty: 3284.323730
	Iteration 24Q: 3 clusters Score -3063039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3063055.000000 Penalty: 3284.323730
	Iteration 25Q: 3 clusters Score -3063055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3063064.750000 Penalty: 3284.323730
	Iteration 26Q: 3 clusters Score -3063065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3063069.500000 Penalty: 3284.323730
	Iteration 27Q: 3 clusters Score -3063070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3063075.000000 Penalty: 3284.323730
	Iteration 28Q: 3 clusters Score -3063075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3063072.250000 Penalty: 3284.323730
	Iteration 29Q: 3 clusters Score -3063072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3063067.250000 Penalty: 3284.323730
	Iteration 30Q: 3 clusters Score -3063067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3063066.500000 Penalty: 3284.323730
	Iteration 31Q: 3 clusters Score -3063066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3063071.500000 Penalty: 3284.323730
	Iteration 32Q: 3 clusters Score -3063072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3063077.500000 Penalty: 3284.323730
	Iteration 33Q: 3 clusters Score -3063078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3063076.250000 Penalty: 3284.323730
	Iteration 34Q: 3 clusters Score -3063076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3063077.750000 Penalty: 3284.323730
	Iteration 35Q: 3 clusters Score -3063078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3063085.250000 Penalty: 3284.323730
	Iteration 36Q: 3 clusters Score -3063085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3063085.750000 Penalty: 3284.323730
	Iteration 37Q: 3 clusters Score -3063086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3063089.500000 Penalty: 3284.323730
	Iteration 38Q: 3 clusters Score -3063090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3063088.750000 Penalty: 3284.323730
	Iteration 39Q: 3 clusters Score -3063089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -3063090.000000 Penalty: 3284.323730
	Iteration 40F: 3 clusters Score -3063090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Entering Unmasked Estep 
Score: -2503906.250000 Penalty: 1611.800049
	Iteration 0F: 2 clusters Score -2503906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2490127.250000 Penalty: 3223.600098
	Iteration 0F: 3 clusters Score -2490127 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2495088.500000 Penalty: 3223.600098
	Iteration 1F: 3 clusters Score -2495088 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2495355.750000 Penalty: 3223.600098
	Iteration 2Q: 3 clusters Score -2495356 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2495610.750000 Penalty: 3223.600098
	Iteration 3Q: 3 clusters Score -2495611 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2495903.000000 Penalty: 3223.600098
	Iteration 4Q: 3 clusters Score -2495903 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2496208.250000 Penalty: 3223.600098
	Iteration 5Q: 3 clusters Score -2496208 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2496620.750000 Penalty: 3223.600098
	Iteration 6Q: 3 clusters Score -2496621 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2497151.000000 Penalty: 3223.600098
	Iteration 7Q: 3 clusters Score -2497151 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2497903.500000 Penalty: 3223.600098
	Iteration 8F: 3 clusters Score -2497904 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2498747.000000 Penalty: 3223.600098
	Iteration 9F: 3 clusters Score -2498747 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2499631.750000 Penalty: 3223.600098
	Iteration 10F: 3 clusters Score -2499632 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2500378.250000 Penalty: 3223.600098
	Iteration 11Q: 3 clusters Score -2500378 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2500958.000000 Penalty: 3223.600098
	Iteration 12Q: 3 clusters Score -2500958 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2501392.750000 Penalty: 3223.600098
	Iteration 13Q: 3 clusters Score -2501393 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2501695.500000 Penalty: 3223.600098
	Iteration 14Q: 3 clusters Score -2501696 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2501922.750000 Penalty: 3223.600098
	Iteration 15Q: 3 clusters Score -2501923 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2502094.250000 Penalty: 3223.600098
	Iteration 16Q: 3 clusters Score -2502094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2502202.250000 Penalty: 3223.600098
	Iteration 17Q: 3 clusters Score -2502202 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2502279.750000 Penalty: 3223.600098
	Iteration 18Q: 3 clusters Score -2502280 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2502331.500000 Penalty: 3223.600098
	Iteration 19Q: 3 clusters Score -2502332 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2502387.500000 Penalty: 3223.600098
	Iteration 20F: 3 clusters Score -2502388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2502426.500000 Penalty: 3223.600098
	Iteration 21Q: 3 clusters Score -2502426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2502448.750000 Penalty: 3223.600098
	Iteration 22Q: 3 clusters Score -2502449 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2502477.750000 Penalty: 3223.600098
	Iteration 23Q: 3 clusters Score -2502478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2502488.500000 Penalty: 3223.600098
	Iteration 24Q: 3 clusters Score -2502488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2502508.250000 Penalty: 3223.600098
	Iteration 25Q: 3 clusters Score -2502508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2502523.250000 Penalty: 3223.600098
	Iteration 26Q: 3 clusters Score -2502523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2502531.750000 Penalty: 3223.600098
	Iteration 27Q: 3 clusters Score -2502532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2502545.750000 Penalty: 3223.600098
	Iteration 28Q: 3 clusters Score -2502546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2502561.000000 Penalty: 3223.600098
	Iteration 29Q: 3 clusters Score -2502561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2502569.500000 Penalty: 3223.600098
	Iteration 30Q: 3 clusters Score -2502570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2502575.250000 Penalty: 3223.600098
	Iteration 31Q: 3 clusters Score -2502575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2502576.000000 Penalty: 3223.600098
	Iteration 32Q: 3 clusters Score -2502576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2502583.750000 Penalty: 3223.600098
	Iteration 33Q: 3 clusters Score -2502584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2502585.000000 Penalty: 3223.600098
	Iteration 34Q: 3 clusters Score -2502585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2502588.250000 Penalty: 3223.600098
	Iteration 35Q: 3 clusters Score -2502588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2502588.750000 Penalty: 3223.600098
	Iteration 36Q: 3 clusters Score -2502589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2502589.000000 Penalty: 3223.600098
	Iteration 37Q: 3 clusters Score -2502589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2502589.000000 Penalty: 3223.600098
	Iteration 38F: 3 clusters Score -2502589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Entering Unmasked Estep 
Score: -1078648.375000 Penalty: 1475.129883
	Iteration 0F: 2 clusters Score -1078648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1072216.000000 Penalty: 2950.259766
	Iteration 0F: 3 clusters Score -1072216 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1074159.250000 Penalty: 2950.259766
	Iteration 1F: 3 clusters Score -1074159 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1074390.500000 Penalty: 2950.259766
	Iteration 2F: 3 clusters Score -1074390 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1074559.250000 Penalty: 2950.259766
	Iteration 3Q: 3 clusters Score -1074559 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1074687.375000 Penalty: 2950.259766
	Iteration 4Q: 3 clusters Score -1074687 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1074779.125000 Penalty: 2950.259766
	Iteration 5Q: 3 clusters Score -1074779 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1074880.750000 Penalty: 2950.259766
	Iteration 6Q: 3 clusters Score -1074881 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1074982.500000 Penalty: 2950.259766
	Iteration 7Q: 3 clusters Score -1074982 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1075073.000000 Penalty: 2950.259766
	Iteration 8Q: 3 clusters Score -1075073 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1075172.250000 Penalty: 2950.259766
	Iteration 9Q: 3 clusters Score -1075172 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1075260.750000 Penalty: 2950.259766
	Iteration 10Q: 3 clusters Score -1075261 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1075360.625000 Penalty: 2950.259766
	Iteration 11Q: 3 clusters Score -1075361 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1075478.500000 Penalty: 2950.259766
	Iteration 12Q: 3 clusters Score -1075478 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1075595.875000 Penalty: 2950.259766
	Iteration 13Q: 3 clusters Score -1075596 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1075727.750000 Penalty: 2950.259766
	Iteration 14Q: 3 clusters Score -1075728 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1075872.125000 Penalty: 2950.259766
	Iteration 15Q: 3 clusters Score -1075872 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1076028.375000 Penalty: 2950.259766
	Iteration 16Q: 3 clusters Score -1076028 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1076183.375000 Penalty: 2950.259766
	Iteration 17Q: 3 clusters Score -1076183 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1076336.625000 Penalty: 2950.259766
	Iteration 18Q: 3 clusters Score -1076337 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1076509.250000 Penalty: 2950.259766
	Iteration 19Q: 3 clusters Score -1076509 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1076681.500000 Penalty: 2950.259766
	Iteration 20F: 3 clusters Score -1076682 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1076835.750000 Penalty: 2950.259766
	Iteration 21Q: 3 clusters Score -1076836 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1076945.375000 Penalty: 2950.259766
	Iteration 22Q: 3 clusters Score -1076945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1077014.375000 Penalty: 2950.259766
	Iteration 23Q: 3 clusters Score -1077014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1077065.375000 Penalty: 2950.259766
	Iteration 24Q: 3 clusters Score -1077065 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1077108.000000 Penalty: 2950.259766
	Iteration 25Q: 3 clusters Score -1077108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1077140.125000 Penalty: 2950.259766
	Iteration 26Q: 3 clusters Score -1077140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1077166.500000 Penalty: 2950.259766
	Iteration 27Q: 3 clusters Score -1077166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1077193.000000 Penalty: 2950.259766
	Iteration 28Q: 3 clusters Score -1077193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1077207.125000 Penalty: 2950.259766
	Iteration 29Q: 3 clusters Score -1077207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1077220.000000 Penalty: 2950.259766
	Iteration 30Q: 3 clusters Score -1077220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1077229.125000 Penalty: 2950.259766
	Iteration 31Q: 3 clusters Score -1077229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1077239.000000 Penalty: 2950.259766
	Iteration 32Q: 3 clusters Score -1077239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1077243.000000 Penalty: 2950.259766
	Iteration 33Q: 3 clusters Score -1077243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1077249.875000 Penalty: 2950.259766
	Iteration 34Q: 3 clusters Score -1077250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1077255.750000 Penalty: 2950.259766
	Iteration 35Q: 3 clusters Score -1077256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1077256.375000 Penalty: 2950.259766
	Iteration 36Q: 3 clusters Score -1077256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1077262.000000 Penalty: 2950.259766
	Iteration 37Q: 3 clusters Score -1077262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1077262.875000 Penalty: 2950.259766
	Iteration 38Q: 3 clusters Score -1077263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1077265.500000 Penalty: 2950.259766
	Iteration 39Q: 3 clusters Score -1077266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1077265.500000 Penalty: 2950.259766
	Iteration 40F: 3 clusters Score -1077266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1077265.000000 Penalty: 2950.259766
	Iteration 41Q: 3 clusters Score -1077265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1077265.125000 Penalty: 2950.259766
	Iteration 42Q: 3 clusters Score -1077265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1077265.125000 Penalty: 2950.259766
	Iteration 43F: 3 clusters Score -1077265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -1192555.375000 Penalty: 1498.265137
	Iteration 0F: 2 clusters Score -1192555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1185348.375000 Penalty: 2996.530273
	Iteration 0F: 3 clusters Score -1185348 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1187835.250000 Penalty: 2996.530273
	Iteration 1F: 3 clusters Score -1187835 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1188147.875000 Penalty: 2996.530273
	Iteration 2F: 3 clusters Score -1188148 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1188442.375000 Penalty: 2996.530273
	Iteration 3F: 3 clusters Score -1188442 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1188708.000000 Penalty: 2996.530273
	Iteration 4Q: 3 clusters Score -1188708 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1188992.375000 Penalty: 2996.530273
	Iteration 5Q: 3 clusters Score -1188992 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1189245.500000 Penalty: 2996.530273
	Iteration 6Q: 3 clusters Score -1189246 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1189482.250000 Penalty: 2996.530273
	Iteration 7Q: 3 clusters Score -1189482 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1189663.750000 Penalty: 2996.530273
	Iteration 8Q: 3 clusters Score -1189664 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1189825.500000 Penalty: 2996.530273
	Iteration 9Q: 3 clusters Score -1189826 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1189946.125000 Penalty: 2996.530273
	Iteration 10Q: 3 clusters Score -1189946 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1190041.500000 Penalty: 2996.530273
	Iteration 11Q: 3 clusters Score -1190042 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1190112.750000 Penalty: 2996.530273
	Iteration 12Q: 3 clusters Score -1190113 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1190171.125000 Penalty: 2996.530273
	Iteration 13Q: 3 clusters Score -1190171 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1190213.875000 Penalty: 2996.530273
	Iteration 14Q: 3 clusters Score -1190214 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1190252.875000 Penalty: 2996.530273
	Iteration 15Q: 3 clusters Score -1190253 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1190275.000000 Penalty: 2996.530273
	Iteration 16Q: 3 clusters Score -1190275 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1190299.500000 Penalty: 2996.530273
	Iteration 17Q: 3 clusters Score -1190300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1190319.375000 Penalty: 2996.530273
	Iteration 18Q: 3 clusters Score -1190319 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1190336.875000 Penalty: 2996.530273
	Iteration 19Q: 3 clusters Score -1190337 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1190349.500000 Penalty: 2996.530273
	Iteration 20F: 3 clusters Score -1190350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1190366.625000 Penalty: 2996.530273
	Iteration 21Q: 3 clusters Score -1190367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1190385.875000 Penalty: 2996.530273
	Iteration 22Q: 3 clusters Score -1190386 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1190412.250000 Penalty: 2996.530273
	Iteration 23Q: 3 clusters Score -1190412 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1190430.375000 Penalty: 2996.530273
	Iteration 24Q: 3 clusters Score -1190430 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1190463.750000 Penalty: 2996.530273
	Iteration 25Q: 3 clusters Score -1190464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1190490.375000 Penalty: 2996.530273
	Iteration 26Q: 3 clusters Score -1190490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1190502.625000 Penalty: 2996.530273
	Iteration 27Q: 3 clusters Score -1190503 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1190512.125000 Penalty: 2996.530273
	Iteration 28Q: 3 clusters Score -1190512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1190522.250000 Penalty: 2996.530273
	Iteration 29Q: 3 clusters Score -1190522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1190533.125000 Penalty: 2996.530273
	Iteration 30Q: 3 clusters Score -1190533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1190543.625000 Penalty: 2996.530273
	Iteration 31Q: 3 clusters Score -1190544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1190551.500000 Penalty: 2996.530273
	Iteration 32Q: 3 clusters Score -1190552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1190559.375000 Penalty: 2996.530273
	Iteration 33Q: 3 clusters Score -1190559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1190566.500000 Penalty: 2996.530273
	Iteration 34Q: 3 clusters Score -1190566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1190573.500000 Penalty: 2996.530273
	Iteration 35Q: 3 clusters Score -1190574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1190581.000000 Penalty: 2996.530273
	Iteration 36Q: 3 clusters Score -1190581 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1190596.500000 Penalty: 2996.530273
	Iteration 37Q: 3 clusters Score -1190596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1190608.750000 Penalty: 2996.530273
	Iteration 38Q: 3 clusters Score -1190609 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1190620.000000 Penalty: 2996.530273
	Iteration 39Q: 3 clusters Score -1190620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1190635.125000 Penalty: 2996.530273
	Iteration 40F: 3 clusters Score -1190635 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1190652.500000 Penalty: 2996.530273
	Iteration 41Q: 3 clusters Score -1190652 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1190670.250000 Penalty: 2996.530273
	Iteration 42Q: 3 clusters Score -1190670 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1190694.875000 Penalty: 2996.530273
	Iteration 43Q: 3 clusters Score -1190695 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1190723.000000 Penalty: 2996.530273
	Iteration 44Q: 3 clusters Score -1190723 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1190752.750000 Penalty: 2996.530273
	Iteration 45Q: 3 clusters Score -1190753 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1190781.875000 Penalty: 2996.530273
	Iteration 46Q: 3 clusters Score -1190782 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1190816.625000 Penalty: 2996.530273
	Iteration 47Q: 3 clusters Score -1190817 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1190846.250000 Penalty: 2996.530273
	Iteration 48Q: 3 clusters Score -1190846 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1190891.250000 Penalty: 2996.530273
	Iteration 49Q: 3 clusters Score -1190891 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1190919.375000 Penalty: 2996.530273
	Iteration 50Q: 3 clusters Score -1190919 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1190939.375000 Penalty: 2996.530273
	Iteration 51Q: 3 clusters Score -1190939 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1190963.625000 Penalty: 2996.530273
	Iteration 52Q: 3 clusters Score -1190964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1190984.000000 Penalty: 2996.530273
	Iteration 53Q: 3 clusters Score -1190984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1191006.250000 Penalty: 2996.530273
	Iteration 54Q: 3 clusters Score -1191006 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1191036.375000 Penalty: 2996.530273
	Iteration 55Q: 3 clusters Score -1191036 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1191073.250000 Penalty: 2996.530273
	Iteration 56Q: 3 clusters Score -1191073 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1191119.125000 Penalty: 2996.530273
	Iteration 57Q: 3 clusters Score -1191119 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1191149.250000 Penalty: 2996.530273
	Iteration 58Q: 3 clusters Score -1191149 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1191176.500000 Penalty: 2996.530273
	Iteration 59Q: 3 clusters Score -1191176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1191202.625000 Penalty: 2996.530273
	Iteration 60F: 3 clusters Score -1191203 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1191223.375000 Penalty: 2996.530273
	Iteration 61Q: 3 clusters Score -1191223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1191243.750000 Penalty: 2996.530273
	Iteration 62Q: 3 clusters Score -1191244 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1191268.875000 Penalty: 2996.530273
	Iteration 63Q: 3 clusters Score -1191269 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1191289.875000 Penalty: 2996.530273
	Iteration 64Q: 3 clusters Score -1191290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1191314.000000 Penalty: 2996.530273
	Iteration 65Q: 3 clusters Score -1191314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1191329.625000 Penalty: 2996.530273
	Iteration 66Q: 3 clusters Score -1191330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1191348.125000 Penalty: 2996.530273
	Iteration 67Q: 3 clusters Score -1191348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1191361.500000 Penalty: 2996.530273
	Iteration 68Q: 3 clusters Score -1191362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1191378.250000 Penalty: 2996.530273
	Iteration 69Q: 3 clusters Score -1191378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1191396.750000 Penalty: 2996.530273
	Iteration 70Q: 3 clusters Score -1191397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1191406.125000 Penalty: 2996.530273
	Iteration 71Q: 3 clusters Score -1191406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1191413.625000 Penalty: 2996.530273
	Iteration 72Q: 3 clusters Score -1191414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1191420.250000 Penalty: 2996.530273
	Iteration 73Q: 3 clusters Score -1191420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1191426.750000 Penalty: 2996.530273
	Iteration 74Q: 3 clusters Score -1191427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1191434.875000 Penalty: 2996.530273
	Iteration 75Q: 3 clusters Score -1191435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1191441.125000 Penalty: 2996.530273
	Iteration 76Q: 3 clusters Score -1191441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1191450.375000 Penalty: 2996.530273
	Iteration 77Q: 3 clusters Score -1191450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1191452.375000 Penalty: 2996.530273
	Iteration 78Q: 3 clusters Score -1191452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1191457.250000 Penalty: 2996.530273
	Iteration 79Q: 3 clusters Score -1191457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1191464.500000 Penalty: 2996.530273
	Iteration 80F: 3 clusters Score -1191464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1191464.750000 Penalty: 2996.530273
	Iteration 81Q: 3 clusters Score -1191465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1191467.875000 Penalty: 2996.530273
	Iteration 82Q: 3 clusters Score -1191468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1191472.375000 Penalty: 2996.530273
	Iteration 83Q: 3 clusters Score -1191472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1191473.250000 Penalty: 2996.530273
	Iteration 84Q: 3 clusters Score -1191473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1191473.875000 Penalty: 2996.530273
	Iteration 85Q: 3 clusters Score -1191474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1191476.500000 Penalty: 2996.530273
	Iteration 86Q: 3 clusters Score -1191476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1191477.875000 Penalty: 2996.530273
	Iteration 87Q: 3 clusters Score -1191478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1191481.250000 Penalty: 2996.530273
	Iteration 88Q: 3 clusters Score -1191481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1191481.375000 Penalty: 2996.530273
	Iteration 89Q: 3 clusters Score -1191481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1191485.250000 Penalty: 2996.530273
	Iteration 90Q: 3 clusters Score -1191485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1191487.625000 Penalty: 2996.530273
	Iteration 91Q: 3 clusters Score -1191488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1191488.875000 Penalty: 2996.530273
	Iteration 92Q: 3 clusters Score -1191489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1191492.375000 Penalty: 2996.530273
	Iteration 93Q: 3 clusters Score -1191492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1191492.375000 Penalty: 2996.530273
	Iteration 94F: 3 clusters Score -1191492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Entering Unmasked Estep 
Score: -5044763.500000 Penalty: 1728.420288
	Iteration 0F: 2 clusters Score -5044764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -5019471.000000 Penalty: 3456.840576
	Iteration 0F: 3 clusters Score -5019471 nChanged 19351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -5030507.000000 Penalty: 3456.840576
	Iteration 1F: 3 clusters Score -5030507 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -5031080.000000 Penalty: 3456.840576
	Iteration 2Q: 3 clusters Score -5031080 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -5031621.500000 Penalty: 3456.840576
	Iteration 3Q: 3 clusters Score -5031622 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -5032182.500000 Penalty: 3456.840576
	Iteration 4Q: 3 clusters Score -5032182 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -5032745.500000 Penalty: 3456.840576
	Iteration 5Q: 3 clusters Score -5032746 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -5033347.000000 Penalty: 3456.840576
	Iteration 6Q: 3 clusters Score -5033347 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -5034064.000000 Penalty: 3456.840576
	Iteration 7Q: 3 clusters Score -5034064 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -5034878.000000 Penalty: 3456.840576
	Iteration 8Q: 3 clusters Score -5034878 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -5035962.000000 Penalty: 3456.840576
	Iteration 9Q: 3 clusters Score -5035962 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -5037012.500000 Penalty: 3456.840576
	Iteration 10Q: 3 clusters Score -5037012 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -5037896.500000 Penalty: 3456.840576
	Iteration 11Q: 3 clusters Score -5037896 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -5038441.000000 Penalty: 3456.840576
	Iteration 12Q: 3 clusters Score -5038441 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -5038658.500000 Penalty: 3456.840576
	Iteration 13Q: 3 clusters Score -5038658 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -5038799.000000 Penalty: 3456.840576
	Iteration 14Q: 3 clusters Score -5038799 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -5038916.000000 Penalty: 3456.840576
	Iteration 15Q: 3 clusters Score -5038916 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -5039007.500000 Penalty: 3456.840576
	Iteration 16Q: 3 clusters Score -5039008 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -5039092.000000 Penalty: 3456.840576
	Iteration 17Q: 3 clusters Score -5039092 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -5039144.000000 Penalty: 3456.840576
	Iteration 18Q: 3 clusters Score -5039144 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -5039226.500000 Penalty: 3456.840576
	Iteration 19Q: 3 clusters Score -5039226 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -5039309.500000 Penalty: 3456.840576
	Iteration 20F: 3 clusters Score -5039310 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -5039388.000000 Penalty: 3456.840576
	Iteration 21Q: 3 clusters Score -5039388 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -5039462.500000 Penalty: 3456.840576
	Iteration 22Q: 3 clusters Score -5039462 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -5039565.000000 Penalty: 3456.840576
	Iteration 23Q: 3 clusters Score -5039565 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -5039682.000000 Penalty: 3456.840576
	Iteration 24Q: 3 clusters Score -5039682 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -5039786.500000 Penalty: 3456.840576
	Iteration 25Q: 3 clusters Score -5039786 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -5039928.500000 Penalty: 3456.840576
	Iteration 26Q: 3 clusters Score -5039928 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -5040086.500000 Penalty: 3456.840576
	Iteration 27Q: 3 clusters Score -5040086 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -5040262.000000 Penalty: 3456.840576
	Iteration 28Q: 3 clusters Score -5040262 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -5040444.500000 Penalty: 3456.840576
	Iteration 29Q: 3 clusters Score -5040444 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -5040643.000000 Penalty: 3456.840576
	Iteration 30Q: 3 clusters Score -5040643 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -5040916.500000 Penalty: 3456.840576
	Iteration 31Q: 3 clusters Score -5040916 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5041201.000000 Penalty: 3456.840576
	Iteration 32Q: 3 clusters Score -5041201 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5041477.000000 Penalty: 3456.840576
	Iteration 33Q: 3 clusters Score -5041477 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -5041756.500000 Penalty: 3456.840576
	Iteration 34Q: 3 clusters Score -5041756 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5042029.500000 Penalty: 3456.840576
	Iteration 35Q: 3 clusters Score -5042030 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5042283.500000 Penalty: 3456.840576
	Iteration 36Q: 3 clusters Score -5042284 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5042435.000000 Penalty: 3456.840576
	Iteration 37Q: 3 clusters Score -5042435 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5042635.500000 Penalty: 3456.840576
	Iteration 38Q: 3 clusters Score -5042636 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5042745.000000 Penalty: 3456.840576
	Iteration 39Q: 3 clusters Score -5042745 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5042853.000000 Penalty: 3456.840576
	Iteration 40F: 3 clusters Score -5042853 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5042963.500000 Penalty: 3456.840576
	Iteration 41Q: 3 clusters Score -5042964 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5043039.000000 Penalty: 3456.840576
	Iteration 42Q: 3 clusters Score -5043039 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5043102.500000 Penalty: 3456.840576
	Iteration 43Q: 3 clusters Score -5043102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5043143.000000 Penalty: 3456.840576
	Iteration 44Q: 3 clusters Score -5043143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5043161.500000 Penalty: 3456.840576
	Iteration 45Q: 3 clusters Score -5043162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5043177.500000 Penalty: 3456.840576
	Iteration 46Q: 3 clusters Score -5043178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5043198.000000 Penalty: 3456.840576
	Iteration 47Q: 3 clusters Score -5043198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5043215.500000 Penalty: 3456.840576
	Iteration 48Q: 3 clusters Score -5043216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5043241.000000 Penalty: 3456.840576
	Iteration 49Q: 3 clusters Score -5043241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5043270.500000 Penalty: 3456.840576
	Iteration 50Q: 3 clusters Score -5043270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5043286.000000 Penalty: 3456.840576
	Iteration 51Q: 3 clusters Score -5043286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5043300.000000 Penalty: 3456.840576
	Iteration 52Q: 3 clusters Score -5043300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5043307.000000 Penalty: 3456.840576
	Iteration 53Q: 3 clusters Score -5043307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5043308.000000 Penalty: 3456.840576
	Iteration 54Q: 3 clusters Score -5043308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5043318.500000 Penalty: 3456.840576
	Iteration 55Q: 3 clusters Score -5043318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5043313.500000 Penalty: 3456.840576
	Iteration 56Q: 3 clusters Score -5043314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5043319.000000 Penalty: 3456.840576
	Iteration 57Q: 3 clusters Score -5043319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5043318.500000 Penalty: 3456.840576
	Iteration 58Q: 3 clusters Score -5043318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5043318.000000 Penalty: 3456.840576
	Iteration 59Q: 3 clusters Score -5043318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5043315.000000 Penalty: 3456.840576
	Iteration 60F: 3 clusters Score -5043315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5043321.000000 Penalty: 3456.840576
	Iteration 61Q: 3 clusters Score -5043321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5043317.500000 Penalty: 3456.840576
	Iteration 62Q: 3 clusters Score -5043318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5043314.000000 Penalty: 3456.840576
	Iteration 63Q: 3 clusters Score -5043314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5043318.500000 Penalty: 3456.840576
	Iteration 64Q: 3 clusters Score -5043318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5043319.000000 Penalty: 3456.840576
	Iteration 65Q: 3 clusters Score -5043319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5043319.000000 Penalty: 3456.840576
	Iteration 66F: 3 clusters Score -5043319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Entering Unmasked Estep 
Score: -3409206.750000 Penalty: 1663.929565
	Iteration 0F: 2 clusters Score -3409207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3390680.000000 Penalty: 3327.859131
	Iteration 0F: 3 clusters Score -3390680 nChanged 12836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3397857.250000 Penalty: 3327.859131
	Iteration 1F: 3 clusters Score -3397857 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3398193.000000 Penalty: 3327.859131
	Iteration 2Q: 3 clusters Score -3398193 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3398518.750000 Penalty: 3327.859131
	Iteration 3Q: 3 clusters Score -3398519 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3398837.250000 Penalty: 3327.859131
	Iteration 4Q: 3 clusters Score -3398837 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3399205.250000 Penalty: 3327.859131
	Iteration 5Q: 3 clusters Score -3399205 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3399596.500000 Penalty: 3327.859131
	Iteration 6Q: 3 clusters Score -3399596 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3400114.500000 Penalty: 3327.859131
	Iteration 7Q: 3 clusters Score -3400114 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3400759.500000 Penalty: 3327.859131
	Iteration 8Q: 3 clusters Score -3400760 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3401562.000000 Penalty: 3327.859131
	Iteration 9F: 3 clusters Score -3401562 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3402401.750000 Penalty: 3327.859131
	Iteration 10F: 3 clusters Score -3402402 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3403159.000000 Penalty: 3327.859131
	Iteration 11F: 3 clusters Score -3403159 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3403680.500000 Penalty: 3327.859131
	Iteration 12Q: 3 clusters Score -3403680 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3403927.250000 Penalty: 3327.859131
	Iteration 13Q: 3 clusters Score -3403927 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3404093.750000 Penalty: 3327.859131
	Iteration 14Q: 3 clusters Score -3404094 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3404170.250000 Penalty: 3327.859131
	Iteration 15Q: 3 clusters Score -3404170 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3404239.750000 Penalty: 3327.859131
	Iteration 16Q: 3 clusters Score -3404240 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3404286.250000 Penalty: 3327.859131
	Iteration 17Q: 3 clusters Score -3404286 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3404355.500000 Penalty: 3327.859131
	Iteration 18Q: 3 clusters Score -3404356 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3404389.000000 Penalty: 3327.859131
	Iteration 19Q: 3 clusters Score -3404389 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3404439.500000 Penalty: 3327.859131
	Iteration 20F: 3 clusters Score -3404440 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3404454.000000 Penalty: 3327.859131
	Iteration 21Q: 3 clusters Score -3404454 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3404498.000000 Penalty: 3327.859131
	Iteration 22Q: 3 clusters Score -3404498 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3404526.500000 Penalty: 3327.859131
	Iteration 23Q: 3 clusters Score -3404526 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3404555.250000 Penalty: 3327.859131
	Iteration 24Q: 3 clusters Score -3404555 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3404575.750000 Penalty: 3327.859131
	Iteration 25Q: 3 clusters Score -3404576 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3404588.000000 Penalty: 3327.859131
	Iteration 26Q: 3 clusters Score -3404588 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3404622.000000 Penalty: 3327.859131
	Iteration 27Q: 3 clusters Score -3404622 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3404630.250000 Penalty: 3327.859131
	Iteration 28Q: 3 clusters Score -3404630 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3404665.500000 Penalty: 3327.859131
	Iteration 29Q: 3 clusters Score -3404666 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3404675.750000 Penalty: 3327.859131
	Iteration 30Q: 3 clusters Score -3404676 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3404692.250000 Penalty: 3327.859131
	Iteration 31Q: 3 clusters Score -3404692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3404694.750000 Penalty: 3327.859131
	Iteration 32Q: 3 clusters Score -3404695 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3404702.750000 Penalty: 3327.859131
	Iteration 33Q: 3 clusters Score -3404703 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3404725.500000 Penalty: 3327.859131
	Iteration 34Q: 3 clusters Score -3404726 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3404734.750000 Penalty: 3327.859131
	Iteration 35Q: 3 clusters Score -3404735 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3404745.250000 Penalty: 3327.859131
	Iteration 36Q: 3 clusters Score -3404745 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3404766.250000 Penalty: 3327.859131
	Iteration 37Q: 3 clusters Score -3404766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3404772.250000 Penalty: 3327.859131
	Iteration 38Q: 3 clusters Score -3404772 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3404785.750000 Penalty: 3327.859131
	Iteration 39Q: 3 clusters Score -3404786 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3404803.000000 Penalty: 3327.859131
	Iteration 40F: 3 clusters Score -3404803 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3404806.750000 Penalty: 3327.859131
	Iteration 41Q: 3 clusters Score -3404807 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3404805.500000 Penalty: 3327.859131
	Iteration 42Q: 3 clusters Score -3404806 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3404806.250000 Penalty: 3327.859131
	Iteration 43Q: 3 clusters Score -3404806 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3404826.000000 Penalty: 3327.859131
	Iteration 44Q: 3 clusters Score -3404826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3404837.500000 Penalty: 3327.859131
	Iteration 45Q: 3 clusters Score -3404838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3404841.500000 Penalty: 3327.859131
	Iteration 46Q: 3 clusters Score -3404842 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3404845.500000 Penalty: 3327.859131
	Iteration 47Q: 3 clusters Score -3404846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3404854.750000 Penalty: 3327.859131
	Iteration 48Q: 3 clusters Score -3404855 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3404859.750000 Penalty: 3327.859131
	Iteration 49Q: 3 clusters Score -3404860 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3404872.500000 Penalty: 3327.859131
	Iteration 50Q: 3 clusters Score -3404872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3404867.500000 Penalty: 3327.859131
	Iteration 51Q: 3 clusters Score -3404868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3404873.000000 Penalty: 3327.859131
	Iteration 52Q: 3 clusters Score -3404873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3404875.750000 Penalty: 3327.859131
	Iteration 53Q: 3 clusters Score -3404876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3404871.750000 Penalty: 3327.859131
	Iteration 54Q: 3 clusters Score -3404872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3404872.000000 Penalty: 3327.859131
	Iteration 55Q: 3 clusters Score -3404872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3404878.250000 Penalty: 3327.859131
	Iteration 56Q: 3 clusters Score -3404878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3404878.750000 Penalty: 3327.859131
	Iteration 57Q: 3 clusters Score -3404879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3404877.750000 Penalty: 3327.859131
	Iteration 58Q: 3 clusters Score -3404878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3404881.500000 Penalty: 3327.859131
	Iteration 59Q: 3 clusters Score -3404882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3404887.500000 Penalty: 3327.859131
	Iteration 60F: 3 clusters Score -3404888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3404895.250000 Penalty: 3327.859131
	Iteration 61Q: 3 clusters Score -3404895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3404897.750000 Penalty: 3327.859131
	Iteration 62Q: 3 clusters Score -3404898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3404903.000000 Penalty: 3327.859131
	Iteration 63Q: 3 clusters Score -3404903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3404906.500000 Penalty: 3327.859131
	Iteration 64Q: 3 clusters Score -3404906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3404904.750000 Penalty: 3327.859131
	Iteration 65Q: 3 clusters Score -3404905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3404899.750000 Penalty: 3327.859131
	Iteration 66Q: 3 clusters Score -3404900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3404897.250000 Penalty: 3327.859131
	Iteration 67Q: 3 clusters Score -3404897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3404902.250000 Penalty: 3327.859131
	Iteration 68Q: 3 clusters Score -3404902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3404906.750000 Penalty: 3327.859131
	Iteration 69Q: 3 clusters Score -3404907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3404915.000000 Penalty: 3327.859131
	Iteration 70Q: 3 clusters Score -3404915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3404916.000000 Penalty: 3327.859131
	Iteration 71Q: 3 clusters Score -3404916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3404918.000000 Penalty: 3327.859131
	Iteration 72Q: 3 clusters Score -3404918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3404919.500000 Penalty: 3327.859131
	Iteration 73Q: 3 clusters Score -3404920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3404921.250000 Penalty: 3327.859131
	Iteration 74Q: 3 clusters Score -3404921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3404921.250000 Penalty: 3327.859131
	Iteration 75Q: 3 clusters Score -3404921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3404921.250000 Penalty: 3327.859131
	Iteration 76Q: 3 clusters Score -3404921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3404922.000000 Penalty: 3327.859131
	Iteration 77Q: 3 clusters Score -3404922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3404925.750000 Penalty: 3327.859131
	Iteration 78Q: 3 clusters Score -3404926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3404919.250000 Penalty: 3327.859131
	Iteration 79Q: 3 clusters Score -3404919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3404914.750000 Penalty: 3327.859131
	Iteration 80F: 3 clusters Score -3404915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3404914.750000 Penalty: 3327.859131
	Iteration 81Q: 3 clusters Score -3404915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3404917.000000 Penalty: 3327.859131
	Iteration 82Q: 3 clusters Score -3404917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3404915.500000 Penalty: 3327.859131
	Iteration 83Q: 3 clusters Score -3404916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3404916.500000 Penalty: 3327.859131
	Iteration 84Q: 3 clusters Score -3404916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3404915.750000 Penalty: 3327.859131
	Iteration 85Q: 3 clusters Score -3404916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3404922.750000 Penalty: 3327.859131
	Iteration 86Q: 3 clusters Score -3404923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -3404925.000000 Penalty: 3327.859131
	Iteration 87Q: 3 clusters Score -3404925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3404922.250000 Penalty: 3327.859131
	Iteration 88Q: 3 clusters Score -3404922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3404922.750000 Penalty: 3327.859131
	Iteration 89Q: 3 clusters Score -3404923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3404920.000000 Penalty: 3327.859131
	Iteration 90Q: 3 clusters Score -3404920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3404915.500000 Penalty: 3327.859131
	Iteration 91Q: 3 clusters Score -3404916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3404916.750000 Penalty: 3327.859131
	Iteration 92Q: 3 clusters Score -3404917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3404921.750000 Penalty: 3327.859131
	Iteration 93Q: 3 clusters Score -3404922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3404919.250000 Penalty: 3327.859131
	Iteration 94Q: 3 clusters Score -3404919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3404924.000000 Penalty: 3327.859131
	Iteration 95Q: 3 clusters Score -3404924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3404927.250000 Penalty: 3327.859131
	Iteration 96Q: 3 clusters Score -3404927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3404928.500000 Penalty: 3327.859131
	Iteration 97Q: 3 clusters Score -3404928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3404925.000000 Penalty: 3327.859131
	Iteration 98Q: 3 clusters Score -3404925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3404923.750000 Penalty: 3327.859131
	Iteration 99Q: 3 clusters Score -3404924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3404930.750000 Penalty: 3327.859131
	Iteration 100F: 3 clusters Score -3404931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3404930.500000 Penalty: 3327.859131
	Iteration 101Q: 3 clusters Score -3404930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3404928.250000 Penalty: 3327.859131
	Iteration 102Q: 3 clusters Score -3404928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3404925.000000 Penalty: 3327.859131
	Iteration 103Q: 3 clusters Score -3404925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3404927.750000 Penalty: 3327.859131
	Iteration 104Q: 3 clusters Score -3404928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3404924.500000 Penalty: 3327.859131
	Iteration 105Q: 3 clusters Score -3404924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3404926.500000 Penalty: 3327.859131
	Iteration 106Q: 3 clusters Score -3404926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3404929.750000 Penalty: 3327.859131
	Iteration 107Q: 3 clusters Score -3404930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3404932.750000 Penalty: 3327.859131
	Iteration 108Q: 3 clusters Score -3404933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3404931.750000 Penalty: 3327.859131
	Iteration 109Q: 3 clusters Score -3404932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3404931.500000 Penalty: 3327.859131
	Iteration 110Q: 3 clusters Score -3404932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3404932.500000 Penalty: 3327.859131
	Iteration 111Q: 3 clusters Score -3404932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3404936.500000 Penalty: 3327.859131
	Iteration 112Q: 3 clusters Score -3404936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3404946.750000 Penalty: 3327.859131
	Iteration 113Q: 3 clusters Score -3404947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3404947.000000 Penalty: 3327.859131
	Iteration 114Q: 3 clusters Score -3404947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3404951.750000 Penalty: 3327.859131
	Iteration 115Q: 3 clusters Score -3404952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3404950.750000 Penalty: 3327.859131
	Iteration 116Q: 3 clusters Score -3404951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3404941.750000 Penalty: 3327.859131
	Iteration 117Q: 3 clusters Score -3404942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3404946.750000 Penalty: 3327.859131
	Iteration 118Q: 3 clusters Score -3404947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3404950.750000 Penalty: 3327.859131
	Iteration 119Q: 3 clusters Score -3404951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3404952.750000 Penalty: 3327.859131
	Iteration 120F: 3 clusters Score -3404953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3404950.000000 Penalty: 3327.859131
	Iteration 121Q: 3 clusters Score -3404950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3404947.500000 Penalty: 3327.859131
	Iteration 122Q: 3 clusters Score -3404948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3404950.000000 Penalty: 3327.859131
	Iteration 123Q: 3 clusters Score -3404950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3404955.000000 Penalty: 3327.859131
	Iteration 124Q: 3 clusters Score -3404955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3404959.000000 Penalty: 3327.859131
	Iteration 125Q: 3 clusters Score -3404959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3404961.250000 Penalty: 3327.859131
	Iteration 126Q: 3 clusters Score -3404961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3404958.500000 Penalty: 3327.859131
	Iteration 127Q: 3 clusters Score -3404958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3404966.000000 Penalty: 3327.859131
	Iteration 128Q: 3 clusters Score -3404966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3404963.750000 Penalty: 3327.859131
	Iteration 129Q: 3 clusters Score -3404964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3404958.500000 Penalty: 3327.859131
	Iteration 130Q: 3 clusters Score -3404958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3404959.250000 Penalty: 3327.859131
	Iteration 131Q: 3 clusters Score -3404959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3404955.750000 Penalty: 3327.859131
	Iteration 132Q: 3 clusters Score -3404956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3404957.000000 Penalty: 3327.859131
	Iteration 133Q: 3 clusters Score -3404957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3404959.500000 Penalty: 3327.859131
	Iteration 134Q: 3 clusters Score -3404960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3404958.750000 Penalty: 3327.859131
	Iteration 135Q: 3 clusters Score -3404959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3404959.000000 Penalty: 3327.859131
	Iteration 136Q: 3 clusters Score -3404959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3404962.500000 Penalty: 3327.859131
	Iteration 137Q: 3 clusters Score -3404962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3404959.250000 Penalty: 3327.859131
	Iteration 138Q: 3 clusters Score -3404959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3404957.000000 Penalty: 3327.859131
	Iteration 139Q: 3 clusters Score -3404957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3404963.750000 Penalty: 3327.859131
	Iteration 140F: 3 clusters Score -3404964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3404960.500000 Penalty: 3327.859131
	Iteration 141Q: 3 clusters Score -3404960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3404961.250000 Penalty: 3327.859131
	Iteration 142Q: 3 clusters Score -3404961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3404958.250000 Penalty: 3327.859131
	Iteration 143Q: 3 clusters Score -3404958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3404958.750000 Penalty: 3327.859131
	Iteration 144Q: 3 clusters Score -3404959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3404958.750000 Penalty: 3327.859131
	Iteration 145Q: 3 clusters Score -3404959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3404962.000000 Penalty: 3327.859131
	Iteration 146Q: 3 clusters Score -3404962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3404960.750000 Penalty: 3327.859131
	Iteration 147Q: 3 clusters Score -3404961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3404961.000000 Penalty: 3327.859131
	Iteration 148Q: 3 clusters Score -3404961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3404955.250000 Penalty: 3327.859131
	Iteration 149Q: 3 clusters Score -3404955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3404955.500000 Penalty: 3327.859131
	Iteration 150Q: 3 clusters Score -3404956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3404955.500000 Penalty: 3327.859131
	Iteration 151F: 3 clusters Score -3404956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53715.648438 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53715.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52779.312500 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52779.31 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52876.136719 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52876.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52901.449219 Penalty: 1884.705200
	Iteration 2Q: 3 clusters Score -52901.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52913.371094 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52913.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52922.652344 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52922.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52926.878906 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -52926.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52929.234375 Penalty: 1884.705200
	Iteration 6Q: 3 clusters Score -52929.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52929.234375 Penalty: 1884.705200
	Iteration 7F: 3 clusters Score -52929.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Entering Unmasked Estep 
Score: -1980153.250000 Penalty: 1573.512207
	Iteration 0F: 2 clusters Score -1980153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1969215.125000 Penalty: 3147.024414
	Iteration 0F: 3 clusters Score -1969215 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1972983.875000 Penalty: 3147.024414
	Iteration 1F: 3 clusters Score -1972984 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1973266.500000 Penalty: 3147.024414
	Iteration 2F: 3 clusters Score -1973266 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1973501.125000 Penalty: 3147.024414
	Iteration 3Q: 3 clusters Score -1973501 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1973704.500000 Penalty: 3147.024414
	Iteration 4Q: 3 clusters Score -1973704 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1973919.875000 Penalty: 3147.024414
	Iteration 5Q: 3 clusters Score -1973920 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1974153.375000 Penalty: 3147.024414
	Iteration 6Q: 3 clusters Score -1974153 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1974441.375000 Penalty: 3147.024414
	Iteration 7Q: 3 clusters Score -1974441 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1974779.000000 Penalty: 3147.024414
	Iteration 8Q: 3 clusters Score -1974779 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1975181.125000 Penalty: 3147.024414
	Iteration 9Q: 3 clusters Score -1975181 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1975682.375000 Penalty: 3147.024414
	Iteration 10Q: 3 clusters Score -1975682 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1976152.875000 Penalty: 3147.024414
	Iteration 11Q: 3 clusters Score -1976153 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1976602.625000 Penalty: 3147.024414
	Iteration 12Q: 3 clusters Score -1976603 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1977003.750000 Penalty: 3147.024414
	Iteration 13Q: 3 clusters Score -1977004 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1977316.125000 Penalty: 3147.024414
	Iteration 14Q: 3 clusters Score -1977316 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1977583.125000 Penalty: 3147.024414
	Iteration 15Q: 3 clusters Score -1977583 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1977813.375000 Penalty: 3147.024414
	Iteration 16Q: 3 clusters Score -1977813 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1977995.125000 Penalty: 3147.024414
	Iteration 17Q: 3 clusters Score -1977995 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1978129.250000 Penalty: 3147.024414
	Iteration 18Q: 3 clusters Score -1978129 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1978243.000000 Penalty: 3147.024414
	Iteration 19Q: 3 clusters Score -1978243 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1978347.250000 Penalty: 3147.024414
	Iteration 20F: 3 clusters Score -1978347 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1978447.125000 Penalty: 3147.024414
	Iteration 21Q: 3 clusters Score -1978447 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1978513.250000 Penalty: 3147.024414
	Iteration 22Q: 3 clusters Score -1978513 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1978552.875000 Penalty: 3147.024414
	Iteration 23Q: 3 clusters Score -1978553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1978577.000000 Penalty: 3147.024414
	Iteration 24Q: 3 clusters Score -1978577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1978601.375000 Penalty: 3147.024414
	Iteration 25Q: 3 clusters Score -1978601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1978634.625000 Penalty: 3147.024414
	Iteration 26Q: 3 clusters Score -1978635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1978659.750000 Penalty: 3147.024414
	Iteration 27Q: 3 clusters Score -1978660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1978681.625000 Penalty: 3147.024414
	Iteration 28Q: 3 clusters Score -1978682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1978703.000000 Penalty: 3147.024414
	Iteration 29Q: 3 clusters Score -1978703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1978725.750000 Penalty: 3147.024414
	Iteration 30Q: 3 clusters Score -1978726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1978744.750000 Penalty: 3147.024414
	Iteration 31Q: 3 clusters Score -1978745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1978762.125000 Penalty: 3147.024414
	Iteration 32Q: 3 clusters Score -1978762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1978766.625000 Penalty: 3147.024414
	Iteration 33Q: 3 clusters Score -1978767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1978769.250000 Penalty: 3147.024414
	Iteration 34Q: 3 clusters Score -1978769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1978775.500000 Penalty: 3147.024414
	Iteration 35Q: 3 clusters Score -1978776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1978779.250000 Penalty: 3147.024414
	Iteration 36Q: 3 clusters Score -1978779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1978782.000000 Penalty: 3147.024414
	Iteration 37Q: 3 clusters Score -1978782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1978784.125000 Penalty: 3147.024414
	Iteration 38Q: 3 clusters Score -1978784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1978785.875000 Penalty: 3147.024414
	Iteration 39Q: 3 clusters Score -1978786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1978788.625000 Penalty: 3147.024414
	Iteration 40F: 3 clusters Score -1978789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -16169.875977 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -16169.88 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 69 members 
Entering Unmasked Estep 
Score: -15510.088867 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15510.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15581.538086 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15581.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15595.022461 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -15595.02 nChanged 4
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: -15611.445312 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -15611.45 nChanged 1
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: -15614.123047 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -15614.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15619.061523 Penalty: 1632.761108
	Iteration 5Q: 3 clusters Score -15619.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15622.712891 Penalty: 1632.761108
	Iteration 6Q: 3 clusters Score -15622.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15624.289062 Penalty: 1632.761108
	Iteration 7Q: 3 clusters Score -15624.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15624.289062 Penalty: 1632.761108
	Iteration 8F: 3 clusters Score -15624.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -175329.078125 Penalty: 1190.122437
	Iteration 0F: 2 clusters Score -175329.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -173553.812500 Penalty: 2380.244873
	Iteration 0F: 3 clusters Score -173553.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -173888.875000 Penalty: 2380.244873
	Iteration 1F: 3 clusters Score -173888.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -173984.156250 Penalty: 2380.244873
	Iteration 2F: 3 clusters Score -173984.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -174031.156250 Penalty: 2380.244873
	Iteration 3Q: 3 clusters Score -174031.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -174054.906250 Penalty: 2380.244873
	Iteration 4Q: 3 clusters Score -174054.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -174075.859375 Penalty: 2380.244873
	Iteration 5Q: 3 clusters Score -174075.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -174087.421875 Penalty: 2380.244873
	Iteration 6Q: 3 clusters Score -174087.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -174095.187500 Penalty: 2380.244873
	Iteration 7Q: 3 clusters Score -174095.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -174106.031250 Penalty: 2380.244873
	Iteration 8Q: 3 clusters Score -174106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -174112.984375 Penalty: 2380.244873
	Iteration 9Q: 3 clusters Score -174113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -174118.125000 Penalty: 2380.244873
	Iteration 10Q: 3 clusters Score -174118.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -174121.500000 Penalty: 2380.244873
	Iteration 11Q: 3 clusters Score -174121.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -174127.328125 Penalty: 2380.244873
	Iteration 12Q: 3 clusters Score -174127.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -174133.515625 Penalty: 2380.244873
	Iteration 13Q: 3 clusters Score -174133.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -174136.859375 Penalty: 2380.244873
	Iteration 14Q: 3 clusters Score -174136.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -174139.078125 Penalty: 2380.244873
	Iteration 15Q: 3 clusters Score -174139.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174141.593750 Penalty: 2380.244873
	Iteration 16Q: 3 clusters Score -174141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174142.546875 Penalty: 2380.244873
	Iteration 17Q: 3 clusters Score -174142.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -174142.734375 Penalty: 2380.244873
	Iteration 18Q: 3 clusters Score -174142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -174142.734375 Penalty: 2380.244873
	Iteration 19F: 3 clusters Score -174142.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Entering Unmasked Estep 
Score: -3305785.250000 Penalty: 1654.185425
	Iteration 0F: 2 clusters Score -3305785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3289106.250000 Penalty: 3308.370850
	Iteration 0F: 3 clusters Score -3289106 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3295609.000000 Penalty: 3308.370850
	Iteration 1F: 3 clusters Score -3295609 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3295918.750000 Penalty: 3308.370850
	Iteration 2Q: 3 clusters Score -3295919 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3296184.250000 Penalty: 3308.370850
	Iteration 3Q: 3 clusters Score -3296184 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3296501.750000 Penalty: 3308.370850
	Iteration 4Q: 3 clusters Score -3296502 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3296899.000000 Penalty: 3308.370850
	Iteration 5Q: 3 clusters Score -3296899 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3297476.250000 Penalty: 3308.370850
	Iteration 6Q: 3 clusters Score -3297476 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3298352.250000 Penalty: 3308.370850
	Iteration 7F: 3 clusters Score -3298352 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3299929.500000 Penalty: 3308.370850
	Iteration 8F: 3 clusters Score -3299930 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3301849.000000 Penalty: 3308.370850
	Iteration 9F: 3 clusters Score -3301849 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3303276.500000 Penalty: 3308.370850
	Iteration 10F: 3 clusters Score -3303276 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3303941.750000 Penalty: 3308.370850
	Iteration 11Q: 3 clusters Score -3303942 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -3304155.750000 Penalty: 3308.370850
	Iteration 12Q: 3 clusters Score -3304156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3304261.250000 Penalty: 3308.370850
	Iteration 13Q: 3 clusters Score -3304261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3304293.250000 Penalty: 3308.370850
	Iteration 14Q: 3 clusters Score -3304293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3304308.250000 Penalty: 3308.370850
	Iteration 15Q: 3 clusters Score -3304308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -3304326.250000 Penalty: 3308.370850
	Iteration 16Q: 3 clusters Score -3304326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3304330.750000 Penalty: 3308.370850
	Iteration 17Q: 3 clusters Score -3304331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3304331.750000 Penalty: 3308.370850
	Iteration 18Q: 3 clusters Score -3304332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3304331.750000 Penalty: 3308.370850
	Iteration 19F: 3 clusters Score -3304332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -98351.921875 Penalty: 1101.182373
	Iteration 0F: 2 clusters Score -98351.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96983.710938 Penalty: 2202.364746
	Iteration 0F: 3 clusters Score -96983.71 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97223.656250 Penalty: 2202.364746
	Iteration 1F: 3 clusters Score -97223.66 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97302.375000 Penalty: 2202.364746
	Iteration 2F: 3 clusters Score -97302.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97346.578125 Penalty: 2202.364746
	Iteration 3Q: 3 clusters Score -97346.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97373.109375 Penalty: 2202.364746
	Iteration 4Q: 3 clusters Score -97373.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97389.015625 Penalty: 2202.364746
	Iteration 5Q: 3 clusters Score -97389.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97400.890625 Penalty: 2202.364746
	Iteration 6Q: 3 clusters Score -97400.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97408.523438 Penalty: 2202.364746
	Iteration 7Q: 3 clusters Score -97408.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97412.343750 Penalty: 2202.364746
	Iteration 8Q: 3 clusters Score -97412.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97414.382812 Penalty: 2202.364746
	Iteration 9Q: 3 clusters Score -97414.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97414.765625 Penalty: 2202.364746
	Iteration 10Q: 3 clusters Score -97414.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97414.765625 Penalty: 2202.364746
	Iteration 11F: 3 clusters Score -97414.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 22060 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24480 members 
Mstep: Class 6 contains 20308 members 
Mstep: Class 7 contains 8758 members 
Mstep: Class 8 contains 10098 members 
Mstep: Class 9 contains 41624 members 
Mstep: Class 11 contains 27989 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26360 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446124.000000 Penalty: 29981.072266
Iteration 199Q: 16 clusters Score -2.644612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 22061 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24482 members 
Mstep: Class 6 contains 20309 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 10098 members 
Mstep: Class 9 contains 41624 members 
Mstep: Class 11 contains 27987 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26361 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446108.000000 Penalty: 29981.072266
Iteration 200F: 16 clusters Score -2.644611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 22061 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24483 members 
Mstep: Class 6 contains 20315 members 
Mstep: Class 7 contains 8753 members 
Mstep: Class 8 contains 10099 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 11 contains 27984 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26360 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446122.000000 Penalty: 29981.072266
Iteration 201Q: 16 clusters Score -2.644612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 22061 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24483 members 
Mstep: Class 6 contains 20320 members 
Mstep: Class 7 contains 8752 members 
Mstep: Class 8 contains 10099 members 
Mstep: Class 9 contains 41624 members 
Mstep: Class 11 contains 27981 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26359 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446138.000000 Penalty: 29981.072266
Iteration 202Q: 16 clusters Score -2.644614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 22062 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24484 members 
Mstep: Class 6 contains 20323 members 
Mstep: Class 7 contains 8751 members 
Mstep: Class 8 contains 10099 members 
Mstep: Class 9 contains 41624 members 
Mstep: Class 11 contains 27980 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26358 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446126.000000 Penalty: 29981.072266
Iteration 203Q: 16 clusters Score -2.644613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 22062 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24487 members 
Mstep: Class 6 contains 20326 members 
Mstep: Class 7 contains 8752 members 
Mstep: Class 8 contains 10098 members 
Mstep: Class 9 contains 41622 members 
Mstep: Class 11 contains 27977 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26358 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446138.000000 Penalty: 29981.072266
Iteration 204Q: 16 clusters Score -2.644614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 22062 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24487 members 
Mstep: Class 6 contains 20325 members 
Mstep: Class 7 contains 8753 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 41624 members 
Mstep: Class 11 contains 27976 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26358 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446132.000000 Penalty: 29981.072266
Iteration 205Q: 16 clusters Score -2.644613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 22062 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24488 members 
Mstep: Class 6 contains 20325 members 
Mstep: Class 7 contains 8752 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 41625 members 
Mstep: Class 11 contains 27975 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26358 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446124.000000 Penalty: 29981.072266
Iteration 206Q: 16 clusters Score -2.644612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 22062 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24488 members 
Mstep: Class 6 contains 20325 members 
Mstep: Class 7 contains 8751 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 41628 members 
Mstep: Class 11 contains 27974 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26358 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446126.000000 Penalty: 29981.072266
Iteration 207Q: 16 clusters Score -2.644613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 22062 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24488 members 
Mstep: Class 6 contains 20325 members 
Mstep: Class 7 contains 8751 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 41629 members 
Mstep: Class 11 contains 27973 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26358 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446122.000000 Penalty: 29981.072266
Iteration 208Q: 16 clusters Score -2.644612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 22062 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24488 members 
Mstep: Class 6 contains 20325 members 
Mstep: Class 7 contains 8751 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 41630 members 
Mstep: Class 11 contains 27972 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26358 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446128.000000 Penalty: 29981.072266
Iteration 209Q: 16 clusters Score -2.644613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 22062 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24488 members 
Mstep: Class 6 contains 20326 members 
Mstep: Class 7 contains 8751 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 41630 members 
Mstep: Class 11 contains 27971 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26358 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446126.000000 Penalty: 29981.072266
Iteration 210Q: 16 clusters Score -2.644613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 22062 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 5 contains 24488 members 
Mstep: Class 6 contains 20326 members 
Mstep: Class 7 contains 8751 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 41630 members 
Mstep: Class 11 contains 27971 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 26358 members 
Mstep: Class 19 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26446126.000000 Penalty: 29981.072266
Iteration 211F: 16 clusters Score -2.644613e+07 nChanged 0
Entering ConstructFrom: 
Score: -26446126.000000 Penalty: 29981.072266
Entering ConstructFrom: 
Trying to split cluster 1 (18707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Entering Unmasked Estep 
Score: -2275436.250000 Penalty: 1598.456055
	Iteration 0F: 2 clusters Score -2275436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2262637.000000 Penalty: 3196.912109
	Iteration 0F: 3 clusters Score -2262637 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2267273.000000 Penalty: 3196.912109
	Iteration 1F: 3 clusters Score -2267273 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2267724.000000 Penalty: 3196.912109
	Iteration 2F: 3 clusters Score -2267724 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2268247.500000 Penalty: 3196.912109
	Iteration 3F: 3 clusters Score -2268248 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2268944.500000 Penalty: 3196.912109
	Iteration 4F: 3 clusters Score -2268944 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2269806.750000 Penalty: 3196.912109
	Iteration 5F: 3 clusters Score -2269807 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2270893.750000 Penalty: 3196.912109
	Iteration 6F: 3 clusters Score -2270894 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2272020.000000 Penalty: 3196.912109
	Iteration 7F: 3 clusters Score -2272020 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2272909.750000 Penalty: 3196.912109
	Iteration 8Q: 3 clusters Score -2272910 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2273415.750000 Penalty: 3196.912109
	Iteration 9Q: 3 clusters Score -2273416 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2273694.000000 Penalty: 3196.912109
	Iteration 10Q: 3 clusters Score -2273694 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2273826.500000 Penalty: 3196.912109
	Iteration 11Q: 3 clusters Score -2273826 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2273922.500000 Penalty: 3196.912109
	Iteration 12Q: 3 clusters Score -2273922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2273972.250000 Penalty: 3196.912109
	Iteration 13Q: 3 clusters Score -2273972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2273995.250000 Penalty: 3196.912109
	Iteration 14Q: 3 clusters Score -2273995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2274025.750000 Penalty: 3196.912109
	Iteration 15Q: 3 clusters Score -2274026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2274038.250000 Penalty: 3196.912109
	Iteration 16Q: 3 clusters Score -2274038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2274048.250000 Penalty: 3196.912109
	Iteration 17Q: 3 clusters Score -2274048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2274061.250000 Penalty: 3196.912109
	Iteration 18Q: 3 clusters Score -2274061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2274072.000000 Penalty: 3196.912109
	Iteration 19Q: 3 clusters Score -2274072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2274078.250000 Penalty: 3196.912109
	Iteration 20F: 3 clusters Score -2274078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2274082.500000 Penalty: 3196.912109
	Iteration 21Q: 3 clusters Score -2274082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2274086.250000 Penalty: 3196.912109
	Iteration 22Q: 3 clusters Score -2274086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2274088.000000 Penalty: 3196.912109
	Iteration 23Q: 3 clusters Score -2274088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2274088.000000 Penalty: 3196.912109
	Iteration 24F: 3 clusters Score -2274088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Entering Unmasked Estep 
Score: -2721008.500000 Penalty: 1625.261963
	Iteration 0F: 2 clusters Score -2721008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2706104.000000 Penalty: 3250.523926
	Iteration 0F: 3 clusters Score -2706104 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2711644.000000 Penalty: 3250.523926
	Iteration 1F: 3 clusters Score -2711644 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2712076.250000 Penalty: 3250.523926
	Iteration 2F: 3 clusters Score -2712076 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2712498.750000 Penalty: 3250.523926
	Iteration 3F: 3 clusters Score -2712499 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2713033.750000 Penalty: 3250.523926
	Iteration 4F: 3 clusters Score -2713034 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2713630.500000 Penalty: 3250.523926
	Iteration 5F: 3 clusters Score -2713630 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2714382.000000 Penalty: 3250.523926
	Iteration 6F: 3 clusters Score -2714382 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2715265.000000 Penalty: 3250.523926
	Iteration 7F: 3 clusters Score -2715265 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2716315.000000 Penalty: 3250.523926
	Iteration 8F: 3 clusters Score -2716315 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2717240.500000 Penalty: 3250.523926
	Iteration 9F: 3 clusters Score -2717240 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2718104.500000 Penalty: 3250.523926
	Iteration 10Q: 3 clusters Score -2718104 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2718760.250000 Penalty: 3250.523926
	Iteration 11Q: 3 clusters Score -2718760 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2719145.750000 Penalty: 3250.523926
	Iteration 12Q: 3 clusters Score -2719146 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2719374.000000 Penalty: 3250.523926
	Iteration 13Q: 3 clusters Score -2719374 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2719509.000000 Penalty: 3250.523926
	Iteration 14Q: 3 clusters Score -2719509 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2719586.250000 Penalty: 3250.523926
	Iteration 15Q: 3 clusters Score -2719586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2719632.250000 Penalty: 3250.523926
	Iteration 16Q: 3 clusters Score -2719632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2719659.750000 Penalty: 3250.523926
	Iteration 17Q: 3 clusters Score -2719660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2719676.000000 Penalty: 3250.523926
	Iteration 18Q: 3 clusters Score -2719676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2719708.250000 Penalty: 3250.523926
	Iteration 19Q: 3 clusters Score -2719708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2719723.000000 Penalty: 3250.523926
	Iteration 20F: 3 clusters Score -2719723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2719737.000000 Penalty: 3250.523926
	Iteration 21Q: 3 clusters Score -2719737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2719748.500000 Penalty: 3250.523926
	Iteration 22Q: 3 clusters Score -2719748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2719752.750000 Penalty: 3250.523926
	Iteration 23Q: 3 clusters Score -2719753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2719758.500000 Penalty: 3250.523926
	Iteration 24Q: 3 clusters Score -2719758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2719761.250000 Penalty: 3250.523926
	Iteration 25Q: 3 clusters Score -2719761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2719764.500000 Penalty: 3250.523926
	Iteration 26Q: 3 clusters Score -2719764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2719765.250000 Penalty: 3250.523926
	Iteration 27Q: 3 clusters Score -2719765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2719768.750000 Penalty: 3250.523926
	Iteration 28Q: 3 clusters Score -2719769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2719767.750000 Penalty: 3250.523926
	Iteration 29Q: 3 clusters Score -2719768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2719767.750000 Penalty: 3250.523926
	Iteration 30F: 3 clusters Score -2719768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -36668.035156 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -36668.04 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 187 members 
Entering Unmasked Estep 
Score: -35736.933594 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -35736.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35869.375000 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -35869.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35907.394531 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -35907.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35923.015625 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -35923.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35927.164062 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -35927.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35927.671875 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -35927.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35927.671875 Penalty: 1911.173340
	Iteration 6F: 3 clusters Score -35927.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Entering Unmasked Estep 
Score: -3065417.250000 Penalty: 1642.215088
	Iteration 0F: 2 clusters Score -3065417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3049446.250000 Penalty: 3284.430176
	Iteration 0F: 3 clusters Score -3049446 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3055472.500000 Penalty: 3284.430176
	Iteration 1F: 3 clusters Score -3055472 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3055809.000000 Penalty: 3284.430176
	Iteration 2Q: 3 clusters Score -3055809 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3056139.000000 Penalty: 3284.430176
	Iteration 3Q: 3 clusters Score -3056139 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3056481.500000 Penalty: 3284.430176
	Iteration 4Q: 3 clusters Score -3056482 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3056976.250000 Penalty: 3284.430176
	Iteration 5Q: 3 clusters Score -3056976 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3057673.750000 Penalty: 3284.430176
	Iteration 6F: 3 clusters Score -3057674 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3058687.250000 Penalty: 3284.430176
	Iteration 7F: 3 clusters Score -3058687 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3059864.000000 Penalty: 3284.430176
	Iteration 8F: 3 clusters Score -3059864 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3060815.750000 Penalty: 3284.430176
	Iteration 9F: 3 clusters Score -3060816 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3061260.500000 Penalty: 3284.430176
	Iteration 10Q: 3 clusters Score -3061260 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -3061434.250000 Penalty: 3284.430176
	Iteration 11Q: 3 clusters Score -3061434 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3061506.750000 Penalty: 3284.430176
	Iteration 12Q: 3 clusters Score -3061507 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3061559.250000 Penalty: 3284.430176
	Iteration 13Q: 3 clusters Score -3061559 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3061590.000000 Penalty: 3284.430176
	Iteration 14Q: 3 clusters Score -3061590 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3061625.000000 Penalty: 3284.430176
	Iteration 15Q: 3 clusters Score -3061625 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3061653.500000 Penalty: 3284.430176
	Iteration 16Q: 3 clusters Score -3061654 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3061668.250000 Penalty: 3284.430176
	Iteration 17Q: 3 clusters Score -3061668 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3061698.250000 Penalty: 3284.430176
	Iteration 18Q: 3 clusters Score -3061698 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3061716.500000 Penalty: 3284.430176
	Iteration 19Q: 3 clusters Score -3061716 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3061758.000000 Penalty: 3284.430176
	Iteration 20F: 3 clusters Score -3061758 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3061788.000000 Penalty: 3284.430176
	Iteration 21Q: 3 clusters Score -3061788 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3061822.250000 Penalty: 3284.430176
	Iteration 22Q: 3 clusters Score -3061822 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3061860.500000 Penalty: 3284.430176
	Iteration 23Q: 3 clusters Score -3061860 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3061902.000000 Penalty: 3284.430176
	Iteration 24Q: 3 clusters Score -3061902 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3061932.750000 Penalty: 3284.430176
	Iteration 25Q: 3 clusters Score -3061933 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3061969.250000 Penalty: 3284.430176
	Iteration 26Q: 3 clusters Score -3061969 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3062000.250000 Penalty: 3284.430176
	Iteration 27Q: 3 clusters Score -3062000 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3062032.250000 Penalty: 3284.430176
	Iteration 28Q: 3 clusters Score -3062032 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3062057.000000 Penalty: 3284.430176
	Iteration 29Q: 3 clusters Score -3062057 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3062077.500000 Penalty: 3284.430176
	Iteration 30Q: 3 clusters Score -3062078 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3062111.000000 Penalty: 3284.430176
	Iteration 31Q: 3 clusters Score -3062111 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3062134.250000 Penalty: 3284.430176
	Iteration 32Q: 3 clusters Score -3062134 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3062163.750000 Penalty: 3284.430176
	Iteration 33Q: 3 clusters Score -3062164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3062186.250000 Penalty: 3284.430176
	Iteration 34Q: 3 clusters Score -3062186 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3062209.250000 Penalty: 3284.430176
	Iteration 35Q: 3 clusters Score -3062209 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3062239.250000 Penalty: 3284.430176
	Iteration 36Q: 3 clusters Score -3062239 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3062280.000000 Penalty: 3284.430176
	Iteration 37Q: 3 clusters Score -3062280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3062289.500000 Penalty: 3284.430176
	Iteration 38Q: 3 clusters Score -3062290 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3062335.750000 Penalty: 3284.430176
	Iteration 39Q: 3 clusters Score -3062336 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3062374.000000 Penalty: 3284.430176
	Iteration 40F: 3 clusters Score -3062374 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3062405.250000 Penalty: 3284.430176
	Iteration 41Q: 3 clusters Score -3062405 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3062449.750000 Penalty: 3284.430176
	Iteration 42Q: 3 clusters Score -3062450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3062496.750000 Penalty: 3284.430176
	Iteration 43Q: 3 clusters Score -3062497 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3062522.750000 Penalty: 3284.430176
	Iteration 44Q: 3 clusters Score -3062523 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3062552.500000 Penalty: 3284.430176
	Iteration 45Q: 3 clusters Score -3062552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3062584.000000 Penalty: 3284.430176
	Iteration 46Q: 3 clusters Score -3062584 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3062620.750000 Penalty: 3284.430176
	Iteration 47Q: 3 clusters Score -3062621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -3062643.250000 Penalty: 3284.430176
	Iteration 48Q: 3 clusters Score -3062643 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -3062680.750000 Penalty: 3284.430176
	Iteration 49Q: 3 clusters Score -3062681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3062706.750000 Penalty: 3284.430176
	Iteration 50Q: 3 clusters Score -3062707 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3062714.000000 Penalty: 3284.430176
	Iteration 51Q: 3 clusters Score -3062714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3062734.750000 Penalty: 3284.430176
	Iteration 52Q: 3 clusters Score -3062735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3062744.750000 Penalty: 3284.430176
	Iteration 53Q: 3 clusters Score -3062745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3062752.250000 Penalty: 3284.430176
	Iteration 54Q: 3 clusters Score -3062752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3062762.750000 Penalty: 3284.430176
	Iteration 55Q: 3 clusters Score -3062763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3062768.500000 Penalty: 3284.430176
	Iteration 56Q: 3 clusters Score -3062768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3062771.500000 Penalty: 3284.430176
	Iteration 57Q: 3 clusters Score -3062772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3062771.250000 Penalty: 3284.430176
	Iteration 58Q: 3 clusters Score -3062771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3062772.500000 Penalty: 3284.430176
	Iteration 59Q: 3 clusters Score -3062772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3062775.000000 Penalty: 3284.430176
	Iteration 60F: 3 clusters Score -3062775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -3062777.000000 Penalty: 3284.430176
	Iteration 61Q: 3 clusters Score -3062777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3062775.250000 Penalty: 3284.430176
	Iteration 62Q: 3 clusters Score -3062775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -3062773.750000 Penalty: 3284.430176
	Iteration 63Q: 3 clusters Score -3062774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3062774.250000 Penalty: 3284.430176
	Iteration 64Q: 3 clusters Score -3062774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3062774.500000 Penalty: 3284.430176
	Iteration 65Q: 3 clusters Score -3062774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3062779.250000 Penalty: 3284.430176
	Iteration 66Q: 3 clusters Score -3062779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3062780.500000 Penalty: 3284.430176
	Iteration 67Q: 3 clusters Score -3062780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3062783.250000 Penalty: 3284.430176
	Iteration 68Q: 3 clusters Score -3062783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3062782.500000 Penalty: 3284.430176
	Iteration 69Q: 3 clusters Score -3062782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3062780.500000 Penalty: 3284.430176
	Iteration 70Q: 3 clusters Score -3062780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -3062778.250000 Penalty: 3284.430176
	Iteration 71Q: 3 clusters Score -3062778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3062781.750000 Penalty: 3284.430176
	Iteration 72Q: 3 clusters Score -3062782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3062783.500000 Penalty: 3284.430176
	Iteration 73Q: 3 clusters Score -3062784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3062781.750000 Penalty: 3284.430176
	Iteration 74Q: 3 clusters Score -3062782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3062785.250000 Penalty: 3284.430176
	Iteration 75Q: 3 clusters Score -3062785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3062785.750000 Penalty: 3284.430176
	Iteration 76Q: 3 clusters Score -3062786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3062783.250000 Penalty: 3284.430176
	Iteration 77Q: 3 clusters Score -3062783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3062788.750000 Penalty: 3284.430176
	Iteration 78Q: 3 clusters Score -3062789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3062794.250000 Penalty: 3284.430176
	Iteration 79Q: 3 clusters Score -3062794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -3062806.000000 Penalty: 3284.430176
	Iteration 80F: 3 clusters Score -3062806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3062803.750000 Penalty: 3284.430176
	Iteration 81Q: 3 clusters Score -3062804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3062812.000000 Penalty: 3284.430176
	Iteration 82Q: 3 clusters Score -3062812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3062811.750000 Penalty: 3284.430176
	Iteration 83Q: 3 clusters Score -3062812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3062803.250000 Penalty: 3284.430176
	Iteration 84Q: 3 clusters Score -3062803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3062811.500000 Penalty: 3284.430176
	Iteration 85Q: 3 clusters Score -3062812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3062815.250000 Penalty: 3284.430176
	Iteration 86Q: 3 clusters Score -3062815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3062818.750000 Penalty: 3284.430176
	Iteration 87Q: 3 clusters Score -3062819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3062818.750000 Penalty: 3284.430176
	Iteration 88Q: 3 clusters Score -3062819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3062818.750000 Penalty: 3284.430176
	Iteration 89Q: 3 clusters Score -3062819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3062822.500000 Penalty: 3284.430176
	Iteration 90Q: 3 clusters Score -3062822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -3062827.750000 Penalty: 3284.430176
	Iteration 91Q: 3 clusters Score -3062828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3062824.750000 Penalty: 3284.430176
	Iteration 92Q: 3 clusters Score -3062825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3062831.000000 Penalty: 3284.430176
	Iteration 93Q: 3 clusters Score -3062831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3062835.250000 Penalty: 3284.430176
	Iteration 94Q: 3 clusters Score -3062835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3062837.250000 Penalty: 3284.430176
	Iteration 95Q: 3 clusters Score -3062837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -3062839.250000 Penalty: 3284.430176
	Iteration 96Q: 3 clusters Score -3062839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3062839.250000 Penalty: 3284.430176
	Iteration 97Q: 3 clusters Score -3062839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3062836.750000 Penalty: 3284.430176
	Iteration 98Q: 3 clusters Score -3062837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3062834.000000 Penalty: 3284.430176
	Iteration 99Q: 3 clusters Score -3062834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3062833.500000 Penalty: 3284.430176
	Iteration 100F: 3 clusters Score -3062834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3062839.000000 Penalty: 3284.430176
	Iteration 101Q: 3 clusters Score -3062839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3062839.500000 Penalty: 3284.430176
	Iteration 102Q: 3 clusters Score -3062840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3062837.250000 Penalty: 3284.430176
	Iteration 103Q: 3 clusters Score -3062837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -3062840.750000 Penalty: 3284.430176
	Iteration 104Q: 3 clusters Score -3062841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3062845.250000 Penalty: 3284.430176
	Iteration 105Q: 3 clusters Score -3062845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3062846.250000 Penalty: 3284.430176
	Iteration 106Q: 3 clusters Score -3062846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -3062848.250000 Penalty: 3284.430176
	Iteration 107Q: 3 clusters Score -3062848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3062846.250000 Penalty: 3284.430176
	Iteration 108Q: 3 clusters Score -3062846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -3062847.500000 Penalty: 3284.430176
	Iteration 109Q: 3 clusters Score -3062848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3062848.000000 Penalty: 3284.430176
	Iteration 110Q: 3 clusters Score -3062848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3062848.250000 Penalty: 3284.430176
	Iteration 111Q: 3 clusters Score -3062848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3062861.250000 Penalty: 3284.430176
	Iteration 112Q: 3 clusters Score -3062861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3062862.250000 Penalty: 3284.430176
	Iteration 113Q: 3 clusters Score -3062862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3062870.500000 Penalty: 3284.430176
	Iteration 114Q: 3 clusters Score -3062870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3062869.000000 Penalty: 3284.430176
	Iteration 115Q: 3 clusters Score -3062869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3062876.000000 Penalty: 3284.430176
	Iteration 116Q: 3 clusters Score -3062876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -3062870.750000 Penalty: 3284.430176
	Iteration 117Q: 3 clusters Score -3062871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3062876.250000 Penalty: 3284.430176
	Iteration 118Q: 3 clusters Score -3062876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3062880.250000 Penalty: 3284.430176
	Iteration 119Q: 3 clusters Score -3062880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -3062883.000000 Penalty: 3284.430176
	Iteration 120F: 3 clusters Score -3062883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3062889.500000 Penalty: 3284.430176
	Iteration 121Q: 3 clusters Score -3062890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3062895.500000 Penalty: 3284.430176
	Iteration 122Q: 3 clusters Score -3062896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3062888.000000 Penalty: 3284.430176
	Iteration 123Q: 3 clusters Score -3062888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3062895.500000 Penalty: 3284.430176
	Iteration 124Q: 3 clusters Score -3062896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3062892.000000 Penalty: 3284.430176
	Iteration 125Q: 3 clusters Score -3062892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3062895.250000 Penalty: 3284.430176
	Iteration 126Q: 3 clusters Score -3062895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3062888.750000 Penalty: 3284.430176
	Iteration 127Q: 3 clusters Score -3062889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3062891.000000 Penalty: 3284.430176
	Iteration 128Q: 3 clusters Score -3062891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3062892.000000 Penalty: 3284.430176
	Iteration 129Q: 3 clusters Score -3062892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3062888.250000 Penalty: 3284.430176
	Iteration 130Q: 3 clusters Score -3062888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -3062888.250000 Penalty: 3284.430176
	Iteration 131Q: 3 clusters Score -3062888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3062899.750000 Penalty: 3284.430176
	Iteration 132Q: 3 clusters Score -3062900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -3062900.250000 Penalty: 3284.430176
	Iteration 133Q: 3 clusters Score -3062900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3062901.500000 Penalty: 3284.430176
	Iteration 134Q: 3 clusters Score -3062902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3062909.500000 Penalty: 3284.430176
	Iteration 135Q: 3 clusters Score -3062910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3062905.000000 Penalty: 3284.430176
	Iteration 136Q: 3 clusters Score -3062905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3062912.500000 Penalty: 3284.430176
	Iteration 137Q: 3 clusters Score -3062912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3062918.750000 Penalty: 3284.430176
	Iteration 138Q: 3 clusters Score -3062919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3062915.500000 Penalty: 3284.430176
	Iteration 139Q: 3 clusters Score -3062916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3062923.000000 Penalty: 3284.430176
	Iteration 140F: 3 clusters Score -3062923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3062925.500000 Penalty: 3284.430176
	Iteration 141Q: 3 clusters Score -3062926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3062929.000000 Penalty: 3284.430176
	Iteration 142Q: 3 clusters Score -3062929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3062936.000000 Penalty: 3284.430176
	Iteration 143Q: 3 clusters Score -3062936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3062941.500000 Penalty: 3284.430176
	Iteration 144Q: 3 clusters Score -3062942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3062945.250000 Penalty: 3284.430176
	Iteration 145Q: 3 clusters Score -3062945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3062946.000000 Penalty: 3284.430176
	Iteration 146Q: 3 clusters Score -3062946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3062950.000000 Penalty: 3284.430176
	Iteration 147Q: 3 clusters Score -3062950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3062951.000000 Penalty: 3284.430176
	Iteration 148Q: 3 clusters Score -3062951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3062949.250000 Penalty: 3284.430176
	Iteration 149Q: 3 clusters Score -3062949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3062949.750000 Penalty: 3284.430176
	Iteration 150Q: 3 clusters Score -3062950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3062951.250000 Penalty: 3284.430176
	Iteration 151Q: 3 clusters Score -3062951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3062947.000000 Penalty: 3284.430176
	Iteration 152Q: 3 clusters Score -3062947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3062953.000000 Penalty: 3284.430176
	Iteration 153Q: 3 clusters Score -3062953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -3062956.000000 Penalty: 3284.430176
	Iteration 154Q: 3 clusters Score -3062956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3062959.000000 Penalty: 3284.430176
	Iteration 155Q: 3 clusters Score -3062959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3062952.250000 Penalty: 3284.430176
	Iteration 156Q: 3 clusters Score -3062952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3062959.250000 Penalty: 3284.430176
	Iteration 157Q: 3 clusters Score -3062959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3062953.750000 Penalty: 3284.430176
	Iteration 158Q: 3 clusters Score -3062954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3062954.250000 Penalty: 3284.430176
	Iteration 159Q: 3 clusters Score -3062954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3062962.000000 Penalty: 3284.430176
	Iteration 160F: 3 clusters Score -3062962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3062959.000000 Penalty: 3284.430176
	Iteration 161Q: 3 clusters Score -3062959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3062956.250000 Penalty: 3284.430176
	Iteration 162Q: 3 clusters Score -3062956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3062955.500000 Penalty: 3284.430176
	Iteration 163Q: 3 clusters Score -3062956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3062957.750000 Penalty: 3284.430176
	Iteration 164Q: 3 clusters Score -3062958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3062954.000000 Penalty: 3284.430176
	Iteration 165Q: 3 clusters Score -3062954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3062957.750000 Penalty: 3284.430176
	Iteration 166Q: 3 clusters Score -3062958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3062959.750000 Penalty: 3284.430176
	Iteration 167Q: 3 clusters Score -3062960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3062959.000000 Penalty: 3284.430176
	Iteration 168Q: 3 clusters Score -3062959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3062962.500000 Penalty: 3284.430176
	Iteration 169Q: 3 clusters Score -3062962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -3062961.500000 Penalty: 3284.430176
	Iteration 170Q: 3 clusters Score -3062962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3062960.250000 Penalty: 3284.430176
	Iteration 171Q: 3 clusters Score -3062960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3062960.250000 Penalty: 3284.430176
	Iteration 172F: 3 clusters Score -3062960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Entering Unmasked Estep 
Score: -2506079.000000 Penalty: 1611.944092
	Iteration 0F: 2 clusters Score -2506079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2492229.750000 Penalty: 3223.888184
	Iteration 0F: 3 clusters Score -2492230 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2497177.750000 Penalty: 3223.888184
	Iteration 1F: 3 clusters Score -2497178 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2497476.000000 Penalty: 3223.888184
	Iteration 2Q: 3 clusters Score -2497476 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2497754.500000 Penalty: 3223.888184
	Iteration 3Q: 3 clusters Score -2497754 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2498061.250000 Penalty: 3223.888184
	Iteration 4Q: 3 clusters Score -2498061 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2498391.250000 Penalty: 3223.888184
	Iteration 5Q: 3 clusters Score -2498391 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2498795.500000 Penalty: 3223.888184
	Iteration 6Q: 3 clusters Score -2498796 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2499295.000000 Penalty: 3223.888184
	Iteration 7Q: 3 clusters Score -2499295 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2499945.000000 Penalty: 3223.888184
	Iteration 8F: 3 clusters Score -2499945 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2500718.000000 Penalty: 3223.888184
	Iteration 9F: 3 clusters Score -2500718 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2501596.750000 Penalty: 3223.888184
	Iteration 10F: 3 clusters Score -2501597 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2502430.000000 Penalty: 3223.888184
	Iteration 11Q: 3 clusters Score -2502430 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2503072.500000 Penalty: 3223.888184
	Iteration 12Q: 3 clusters Score -2503072 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2503585.500000 Penalty: 3223.888184
	Iteration 13Q: 3 clusters Score -2503586 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2503958.500000 Penalty: 3223.888184
	Iteration 14Q: 3 clusters Score -2503958 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2504188.750000 Penalty: 3223.888184
	Iteration 15Q: 3 clusters Score -2504189 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2504319.750000 Penalty: 3223.888184
	Iteration 16Q: 3 clusters Score -2504320 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2504423.750000 Penalty: 3223.888184
	Iteration 17Q: 3 clusters Score -2504424 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2504494.750000 Penalty: 3223.888184
	Iteration 18Q: 3 clusters Score -2504495 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2504548.000000 Penalty: 3223.888184
	Iteration 19Q: 3 clusters Score -2504548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2504591.250000 Penalty: 3223.888184
	Iteration 20F: 3 clusters Score -2504591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2504618.750000 Penalty: 3223.888184
	Iteration 21Q: 3 clusters Score -2504619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2504623.750000 Penalty: 3223.888184
	Iteration 22Q: 3 clusters Score -2504624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2504631.000000 Penalty: 3223.888184
	Iteration 23Q: 3 clusters Score -2504631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2504631.750000 Penalty: 3223.888184
	Iteration 24Q: 3 clusters Score -2504632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2504635.000000 Penalty: 3223.888184
	Iteration 25Q: 3 clusters Score -2504635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2504639.000000 Penalty: 3223.888184
	Iteration 26Q: 3 clusters Score -2504639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2504637.500000 Penalty: 3223.888184
	Iteration 27Q: 3 clusters Score -2504638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2504637.500000 Penalty: 3223.888184
	Iteration 28Q: 3 clusters Score -2504638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2504645.250000 Penalty: 3223.888184
	Iteration 29Q: 3 clusters Score -2504645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2504645.250000 Penalty: 3223.888184
	Iteration 30Q: 3 clusters Score -2504645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2504646.750000 Penalty: 3223.888184
	Iteration 31Q: 3 clusters Score -2504647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2504648.250000 Penalty: 3223.888184
	Iteration 32Q: 3 clusters Score -2504648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2504647.500000 Penalty: 3223.888184
	Iteration 33Q: 3 clusters Score -2504648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2504647.500000 Penalty: 3223.888184
	Iteration 34F: 3 clusters Score -2504648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -1077778.750000 Penalty: 1475.000000
	Iteration 0F: 2 clusters Score -1077779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1071382.875000 Penalty: 2950.000000
	Iteration 0F: 3 clusters Score -1071383 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1073276.500000 Penalty: 2950.000000
	Iteration 1F: 3 clusters Score -1073276 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1073480.375000 Penalty: 2950.000000
	Iteration 2F: 3 clusters Score -1073480 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1073631.125000 Penalty: 2950.000000
	Iteration 3Q: 3 clusters Score -1073631 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1073760.250000 Penalty: 2950.000000
	Iteration 4Q: 3 clusters Score -1073760 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1073908.750000 Penalty: 2950.000000
	Iteration 5Q: 3 clusters Score -1073909 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1074073.625000 Penalty: 2950.000000
	Iteration 6Q: 3 clusters Score -1074074 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1074291.875000 Penalty: 2950.000000
	Iteration 7Q: 3 clusters Score -1074292 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1074554.750000 Penalty: 2950.000000
	Iteration 8Q: 3 clusters Score -1074555 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1074875.875000 Penalty: 2950.000000
	Iteration 9Q: 3 clusters Score -1074876 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1075249.125000 Penalty: 2950.000000
	Iteration 10F: 3 clusters Score -1075249 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1075658.250000 Penalty: 2950.000000
	Iteration 11F: 3 clusters Score -1075658 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1075982.250000 Penalty: 2950.000000
	Iteration 12Q: 3 clusters Score -1075982 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1076174.000000 Penalty: 2950.000000
	Iteration 13Q: 3 clusters Score -1076174 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1076304.875000 Penalty: 2950.000000
	Iteration 14Q: 3 clusters Score -1076305 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1076383.875000 Penalty: 2950.000000
	Iteration 15Q: 3 clusters Score -1076384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1076416.375000 Penalty: 2950.000000
	Iteration 16Q: 3 clusters Score -1076416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1076439.375000 Penalty: 2950.000000
	Iteration 17Q: 3 clusters Score -1076439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1076462.750000 Penalty: 2950.000000
	Iteration 18Q: 3 clusters Score -1076463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1076478.625000 Penalty: 2950.000000
	Iteration 19Q: 3 clusters Score -1076479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1076494.875000 Penalty: 2950.000000
	Iteration 20F: 3 clusters Score -1076495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1076496.625000 Penalty: 2950.000000
	Iteration 21Q: 3 clusters Score -1076497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1076499.625000 Penalty: 2950.000000
	Iteration 22Q: 3 clusters Score -1076500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1076507.875000 Penalty: 2950.000000
	Iteration 23Q: 3 clusters Score -1076508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1076510.375000 Penalty: 2950.000000
	Iteration 24Q: 3 clusters Score -1076510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1076512.000000 Penalty: 2950.000000
	Iteration 25Q: 3 clusters Score -1076512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1076512.000000 Penalty: 2950.000000
	Iteration 26F: 3 clusters Score -1076512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Entering Unmasked Estep 
Score: -1192197.250000 Penalty: 1498.216675
	Iteration 0F: 2 clusters Score -1192197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1185021.000000 Penalty: 2996.433350
	Iteration 0F: 3 clusters Score -1185021 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1187508.250000 Penalty: 2996.433350
	Iteration 1F: 3 clusters Score -1187508 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1187911.125000 Penalty: 2996.433350
	Iteration 2F: 3 clusters Score -1187911 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1188340.625000 Penalty: 2996.433350
	Iteration 3F: 3 clusters Score -1188341 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1188748.375000 Penalty: 2996.433350
	Iteration 4F: 3 clusters Score -1188748 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1189097.875000 Penalty: 2996.433350
	Iteration 5F: 3 clusters Score -1189098 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1189387.750000 Penalty: 2996.433350
	Iteration 6F: 3 clusters Score -1189388 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1189630.125000 Penalty: 2996.433350
	Iteration 7Q: 3 clusters Score -1189630 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1189850.125000 Penalty: 2996.433350
	Iteration 8Q: 3 clusters Score -1189850 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1190031.875000 Penalty: 2996.433350
	Iteration 9Q: 3 clusters Score -1190032 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1190205.375000 Penalty: 2996.433350
	Iteration 10Q: 3 clusters Score -1190205 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1190395.875000 Penalty: 2996.433350
	Iteration 11Q: 3 clusters Score -1190396 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1190538.250000 Penalty: 2996.433350
	Iteration 12Q: 3 clusters Score -1190538 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1190632.000000 Penalty: 2996.433350
	Iteration 13Q: 3 clusters Score -1190632 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1190709.625000 Penalty: 2996.433350
	Iteration 14Q: 3 clusters Score -1190710 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1190778.875000 Penalty: 2996.433350
	Iteration 15Q: 3 clusters Score -1190779 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1190836.750000 Penalty: 2996.433350
	Iteration 16Q: 3 clusters Score -1190837 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1190878.500000 Penalty: 2996.433350
	Iteration 17Q: 3 clusters Score -1190878 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1190912.875000 Penalty: 2996.433350
	Iteration 18Q: 3 clusters Score -1190913 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1190937.250000 Penalty: 2996.433350
	Iteration 19Q: 3 clusters Score -1190937 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1190957.000000 Penalty: 2996.433350
	Iteration 20F: 3 clusters Score -1190957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1190972.500000 Penalty: 2996.433350
	Iteration 21Q: 3 clusters Score -1190972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1190986.250000 Penalty: 2996.433350
	Iteration 22Q: 3 clusters Score -1190986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1191001.125000 Penalty: 2996.433350
	Iteration 23Q: 3 clusters Score -1191001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1191007.500000 Penalty: 2996.433350
	Iteration 24Q: 3 clusters Score -1191008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1191018.000000 Penalty: 2996.433350
	Iteration 25Q: 3 clusters Score -1191018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1191024.750000 Penalty: 2996.433350
	Iteration 26Q: 3 clusters Score -1191025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1191030.875000 Penalty: 2996.433350
	Iteration 27Q: 3 clusters Score -1191031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1191037.500000 Penalty: 2996.433350
	Iteration 28Q: 3 clusters Score -1191038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1191042.625000 Penalty: 2996.433350
	Iteration 29Q: 3 clusters Score -1191043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1191051.750000 Penalty: 2996.433350
	Iteration 30Q: 3 clusters Score -1191052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1191054.875000 Penalty: 2996.433350
	Iteration 31Q: 3 clusters Score -1191055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1191064.250000 Penalty: 2996.433350
	Iteration 32Q: 3 clusters Score -1191064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1191075.500000 Penalty: 2996.433350
	Iteration 33Q: 3 clusters Score -1191076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1191078.125000 Penalty: 2996.433350
	Iteration 34Q: 3 clusters Score -1191078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1191084.125000 Penalty: 2996.433350
	Iteration 35Q: 3 clusters Score -1191084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1191091.875000 Penalty: 2996.433350
	Iteration 36Q: 3 clusters Score -1191092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1191102.375000 Penalty: 2996.433350
	Iteration 37Q: 3 clusters Score -1191102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1191108.625000 Penalty: 2996.433350
	Iteration 38Q: 3 clusters Score -1191109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1191110.375000 Penalty: 2996.433350
	Iteration 39Q: 3 clusters Score -1191110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1191113.875000 Penalty: 2996.433350
	Iteration 40F: 3 clusters Score -1191114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1191117.875000 Penalty: 2996.433350
	Iteration 41Q: 3 clusters Score -1191118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1191123.000000 Penalty: 2996.433350
	Iteration 42Q: 3 clusters Score -1191123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1191124.875000 Penalty: 2996.433350
	Iteration 43Q: 3 clusters Score -1191125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1191129.625000 Penalty: 2996.433350
	Iteration 44Q: 3 clusters Score -1191130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1191130.750000 Penalty: 2996.433350
	Iteration 45Q: 3 clusters Score -1191131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1191131.125000 Penalty: 2996.433350
	Iteration 46Q: 3 clusters Score -1191131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1191130.250000 Penalty: 2996.433350
	Iteration 47Q: 3 clusters Score -1191130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1191132.750000 Penalty: 2996.433350
	Iteration 48Q: 3 clusters Score -1191133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1191135.375000 Penalty: 2996.433350
	Iteration 49Q: 3 clusters Score -1191135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1191134.625000 Penalty: 2996.433350
	Iteration 50Q: 3 clusters Score -1191135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1191134.000000 Penalty: 2996.433350
	Iteration 51Q: 3 clusters Score -1191134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1191134.000000 Penalty: 2996.433350
	Iteration 52F: 3 clusters Score -1191134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Entering Unmasked Estep 
Score: -5045500.500000 Penalty: 1728.443726
	Iteration 0F: 2 clusters Score -5045500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -5020087.500000 Penalty: 3456.887451
	Iteration 0F: 3 clusters Score -5020088 nChanged 19524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5031244.500000 Penalty: 3456.887451
	Iteration 1F: 3 clusters Score -5031244 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -5032033.500000 Penalty: 3456.887451
	Iteration 2Q: 3 clusters Score -5032034 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -5032885.000000 Penalty: 3456.887451
	Iteration 3Q: 3 clusters Score -5032885 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -5033739.500000 Penalty: 3456.887451
	Iteration 4F: 3 clusters Score -5033740 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -5034494.500000 Penalty: 3456.887451
	Iteration 5F: 3 clusters Score -5034494 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5035218.000000 Penalty: 3456.887451
	Iteration 6F: 3 clusters Score -5035218 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -5035877.000000 Penalty: 3456.887451
	Iteration 7F: 3 clusters Score -5035877 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -5036739.500000 Penalty: 3456.887451
	Iteration 8F: 3 clusters Score -5036740 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -5037977.000000 Penalty: 3456.887451
	Iteration 9F: 3 clusters Score -5037977 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -5039794.000000 Penalty: 3456.887451
	Iteration 10F: 3 clusters Score -5039794 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -5041856.000000 Penalty: 3456.887451
	Iteration 11F: 3 clusters Score -5041856 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5043369.500000 Penalty: 3456.887451
	Iteration 12Q: 3 clusters Score -5043370 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5043941.000000 Penalty: 3456.887451
	Iteration 13Q: 3 clusters Score -5043941 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5044143.000000 Penalty: 3456.887451
	Iteration 14Q: 3 clusters Score -5044143 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5044236.500000 Penalty: 3456.887451
	Iteration 15Q: 3 clusters Score -5044236 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5044297.500000 Penalty: 3456.887451
	Iteration 16Q: 3 clusters Score -5044298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5044324.000000 Penalty: 3456.887451
	Iteration 17Q: 3 clusters Score -5044324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5044347.500000 Penalty: 3456.887451
	Iteration 18Q: 3 clusters Score -5044348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5044382.000000 Penalty: 3456.887451
	Iteration 19Q: 3 clusters Score -5044382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5044393.500000 Penalty: 3456.887451
	Iteration 20F: 3 clusters Score -5044394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5044392.500000 Penalty: 3456.887451
	Iteration 21Q: 3 clusters Score -5044392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5044388.000000 Penalty: 3456.887451
	Iteration 22Q: 3 clusters Score -5044388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5044394.000000 Penalty: 3456.887451
	Iteration 23Q: 3 clusters Score -5044394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5044394.500000 Penalty: 3456.887451
	Iteration 24Q: 3 clusters Score -5044394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5044395.000000 Penalty: 3456.887451
	Iteration 25Q: 3 clusters Score -5044395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5044401.500000 Penalty: 3456.887451
	Iteration 26Q: 3 clusters Score -5044402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5044397.000000 Penalty: 3456.887451
	Iteration 27Q: 3 clusters Score -5044397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5044397.500000 Penalty: 3456.887451
	Iteration 28Q: 3 clusters Score -5044398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5044401.000000 Penalty: 3456.887451
	Iteration 29Q: 3 clusters Score -5044401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5044401.000000 Penalty: 3456.887451
	Iteration 30Q: 3 clusters Score -5044401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5044401.500000 Penalty: 3456.887451
	Iteration 31Q: 3 clusters Score -5044402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5044398.500000 Penalty: 3456.887451
	Iteration 32Q: 3 clusters Score -5044398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5044399.000000 Penalty: 3456.887451
	Iteration 33Q: 3 clusters Score -5044399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5044394.500000 Penalty: 3456.887451
	Iteration 34Q: 3 clusters Score -5044394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5044394.500000 Penalty: 3456.887451
	Iteration 35Q: 3 clusters Score -5044394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5044397.000000 Penalty: 3456.887451
	Iteration 36Q: 3 clusters Score -5044397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5044398.000000 Penalty: 3456.887451
	Iteration 37Q: 3 clusters Score -5044398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5044407.000000 Penalty: 3456.887451
	Iteration 38Q: 3 clusters Score -5044407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5044417.500000 Penalty: 3456.887451
	Iteration 39Q: 3 clusters Score -5044418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5044421.500000 Penalty: 3456.887451
	Iteration 40F: 3 clusters Score -5044422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5044423.500000 Penalty: 3456.887451
	Iteration 41Q: 3 clusters Score -5044424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5044423.500000 Penalty: 3456.887451
	Iteration 42Q: 3 clusters Score -5044424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5044423.500000 Penalty: 3456.887451
	Iteration 43Q: 3 clusters Score -5044424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5044424.500000 Penalty: 3456.887451
	Iteration 44Q: 3 clusters Score -5044424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5044428.000000 Penalty: 3456.887451
	Iteration 45Q: 3 clusters Score -5044428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5044428.000000 Penalty: 3456.887451
	Iteration 46F: 3 clusters Score -5044428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Entering Unmasked Estep 
Score: -3407017.250000 Penalty: 1663.824951
	Iteration 0F: 2 clusters Score -3407017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3388606.250000 Penalty: 3327.649902
	Iteration 0F: 3 clusters Score -3388606 nChanged 12961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3395766.000000 Penalty: 3327.649902
	Iteration 1F: 3 clusters Score -3395766 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3396137.250000 Penalty: 3327.649902
	Iteration 2Q: 3 clusters Score -3396137 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3396495.000000 Penalty: 3327.649902
	Iteration 3Q: 3 clusters Score -3396495 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3396852.750000 Penalty: 3327.649902
	Iteration 4Q: 3 clusters Score -3396853 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3397256.750000 Penalty: 3327.649902
	Iteration 5Q: 3 clusters Score -3397257 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -3397751.750000 Penalty: 3327.649902
	Iteration 6Q: 3 clusters Score -3397752 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3398376.000000 Penalty: 3327.649902
	Iteration 7Q: 3 clusters Score -3398376 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3399162.250000 Penalty: 3327.649902
	Iteration 8Q: 3 clusters Score -3399162 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3400172.000000 Penalty: 3327.649902
	Iteration 9F: 3 clusters Score -3400172 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3401169.250000 Penalty: 3327.649902
	Iteration 10F: 3 clusters Score -3401169 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3401907.750000 Penalty: 3327.649902
	Iteration 11Q: 3 clusters Score -3401908 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3402360.250000 Penalty: 3327.649902
	Iteration 12Q: 3 clusters Score -3402360 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3402671.750000 Penalty: 3327.649902
	Iteration 13Q: 3 clusters Score -3402672 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3402941.750000 Penalty: 3327.649902
	Iteration 14Q: 3 clusters Score -3402942 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3403186.250000 Penalty: 3327.649902
	Iteration 15Q: 3 clusters Score -3403186 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3403409.000000 Penalty: 3327.649902
	Iteration 16Q: 3 clusters Score -3403409 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3403618.250000 Penalty: 3327.649902
	Iteration 17Q: 3 clusters Score -3403618 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3403833.000000 Penalty: 3327.649902
	Iteration 18Q: 3 clusters Score -3403833 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3404027.250000 Penalty: 3327.649902
	Iteration 19Q: 3 clusters Score -3404027 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3404211.500000 Penalty: 3327.649902
	Iteration 20F: 3 clusters Score -3404212 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3404355.250000 Penalty: 3327.649902
	Iteration 21Q: 3 clusters Score -3404355 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3404482.250000 Penalty: 3327.649902
	Iteration 22Q: 3 clusters Score -3404482 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3404618.750000 Penalty: 3327.649902
	Iteration 23Q: 3 clusters Score -3404619 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3404784.250000 Penalty: 3327.649902
	Iteration 24Q: 3 clusters Score -3404784 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3404939.500000 Penalty: 3327.649902
	Iteration 25Q: 3 clusters Score -3404940 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3405091.500000 Penalty: 3327.649902
	Iteration 26Q: 3 clusters Score -3405092 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3405218.500000 Penalty: 3327.649902
	Iteration 27Q: 3 clusters Score -3405218 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3405315.250000 Penalty: 3327.649902
	Iteration 28Q: 3 clusters Score -3405315 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3405388.000000 Penalty: 3327.649902
	Iteration 29Q: 3 clusters Score -3405388 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3405438.500000 Penalty: 3327.649902
	Iteration 30Q: 3 clusters Score -3405438 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3405505.000000 Penalty: 3327.649902
	Iteration 31Q: 3 clusters Score -3405505 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3405543.750000 Penalty: 3327.649902
	Iteration 32Q: 3 clusters Score -3405544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3405584.000000 Penalty: 3327.649902
	Iteration 33Q: 3 clusters Score -3405584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3405597.500000 Penalty: 3327.649902
	Iteration 34Q: 3 clusters Score -3405598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3405607.500000 Penalty: 3327.649902
	Iteration 35Q: 3 clusters Score -3405608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3405624.500000 Penalty: 3327.649902
	Iteration 36Q: 3 clusters Score -3405624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3405626.500000 Penalty: 3327.649902
	Iteration 37Q: 3 clusters Score -3405626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3405640.000000 Penalty: 3327.649902
	Iteration 38Q: 3 clusters Score -3405640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3405643.000000 Penalty: 3327.649902
	Iteration 39Q: 3 clusters Score -3405643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3405646.250000 Penalty: 3327.649902
	Iteration 40F: 3 clusters Score -3405646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3405646.000000 Penalty: 3327.649902
	Iteration 41Q: 3 clusters Score -3405646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3405654.500000 Penalty: 3327.649902
	Iteration 42Q: 3 clusters Score -3405654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3405661.000000 Penalty: 3327.649902
	Iteration 43Q: 3 clusters Score -3405661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3405662.750000 Penalty: 3327.649902
	Iteration 44Q: 3 clusters Score -3405663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -3405661.500000 Penalty: 3327.649902
	Iteration 45Q: 3 clusters Score -3405662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -3405666.250000 Penalty: 3327.649902
	Iteration 46Q: 3 clusters Score -3405666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3405667.250000 Penalty: 3327.649902
	Iteration 47Q: 3 clusters Score -3405667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -3405676.000000 Penalty: 3327.649902
	Iteration 48Q: 3 clusters Score -3405676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3405677.500000 Penalty: 3327.649902
	Iteration 49Q: 3 clusters Score -3405678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3405678.500000 Penalty: 3327.649902
	Iteration 50Q: 3 clusters Score -3405678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3405676.500000 Penalty: 3327.649902
	Iteration 51Q: 3 clusters Score -3405676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3405677.000000 Penalty: 3327.649902
	Iteration 52Q: 3 clusters Score -3405677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3405684.000000 Penalty: 3327.649902
	Iteration 53Q: 3 clusters Score -3405684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3405688.500000 Penalty: 3327.649902
	Iteration 54Q: 3 clusters Score -3405688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3405691.250000 Penalty: 3327.649902
	Iteration 55Q: 3 clusters Score -3405691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3405687.500000 Penalty: 3327.649902
	Iteration 56Q: 3 clusters Score -3405688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3405690.250000 Penalty: 3327.649902
	Iteration 57Q: 3 clusters Score -3405690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3405692.000000 Penalty: 3327.649902
	Iteration 58Q: 3 clusters Score -3405692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3405693.250000 Penalty: 3327.649902
	Iteration 59Q: 3 clusters Score -3405693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3405690.500000 Penalty: 3327.649902
	Iteration 60F: 3 clusters Score -3405690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3405696.750000 Penalty: 3327.649902
	Iteration 61Q: 3 clusters Score -3405697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3405696.250000 Penalty: 3327.649902
	Iteration 62Q: 3 clusters Score -3405696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3405703.750000 Penalty: 3327.649902
	Iteration 63Q: 3 clusters Score -3405704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3405700.750000 Penalty: 3327.649902
	Iteration 64Q: 3 clusters Score -3405701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -3405699.500000 Penalty: 3327.649902
	Iteration 65Q: 3 clusters Score -3405700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3405697.250000 Penalty: 3327.649902
	Iteration 66Q: 3 clusters Score -3405697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3405694.750000 Penalty: 3327.649902
	Iteration 67Q: 3 clusters Score -3405695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3405698.500000 Penalty: 3327.649902
	Iteration 68Q: 3 clusters Score -3405698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3405696.500000 Penalty: 3327.649902
	Iteration 69Q: 3 clusters Score -3405696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3405696.500000 Penalty: 3327.649902
	Iteration 70F: 3 clusters Score -3405696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53715.648438 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53715.65 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 164 members 
Entering Unmasked Estep 
Score: -52769.625000 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52769.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52886.328125 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52886.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52918.847656 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -52918.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52937.078125 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52937.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52952.757812 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52952.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52959.085938 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -52959.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52965.246094 Penalty: 1884.705200
	Iteration 6Q: 3 clusters Score -52965.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52965.246094 Penalty: 1884.705200
	Iteration 7F: 3 clusters Score -52965.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Entering Unmasked Estep 
Score: -1980143.125000 Penalty: 1573.512207
	Iteration 0F: 2 clusters Score -1980143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1969178.375000 Penalty: 3147.024414
	Iteration 0F: 3 clusters Score -1969178 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1972927.375000 Penalty: 3147.024414
	Iteration 1F: 3 clusters Score -1972927 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1973217.000000 Penalty: 3147.024414
	Iteration 2Q: 3 clusters Score -1973217 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1973486.375000 Penalty: 3147.024414
	Iteration 3Q: 3 clusters Score -1973486 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1973732.500000 Penalty: 3147.024414
	Iteration 4Q: 3 clusters Score -1973732 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1973982.625000 Penalty: 3147.024414
	Iteration 5Q: 3 clusters Score -1973983 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1974272.750000 Penalty: 3147.024414
	Iteration 6Q: 3 clusters Score -1974273 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1974620.750000 Penalty: 3147.024414
	Iteration 7Q: 3 clusters Score -1974621 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1975045.250000 Penalty: 3147.024414
	Iteration 8Q: 3 clusters Score -1975045 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1975580.750000 Penalty: 3147.024414
	Iteration 9Q: 3 clusters Score -1975581 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1976224.125000 Penalty: 3147.024414
	Iteration 10F: 3 clusters Score -1976224 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1976807.500000 Penalty: 3147.024414
	Iteration 11Q: 3 clusters Score -1976808 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1977240.250000 Penalty: 3147.024414
	Iteration 12Q: 3 clusters Score -1977240 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1977563.250000 Penalty: 3147.024414
	Iteration 13Q: 3 clusters Score -1977563 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1977759.250000 Penalty: 3147.024414
	Iteration 14Q: 3 clusters Score -1977759 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1977905.250000 Penalty: 3147.024414
	Iteration 15Q: 3 clusters Score -1977905 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1978035.250000 Penalty: 3147.024414
	Iteration 16Q: 3 clusters Score -1978035 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1978133.375000 Penalty: 3147.024414
	Iteration 17Q: 3 clusters Score -1978133 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1978199.750000 Penalty: 3147.024414
	Iteration 18Q: 3 clusters Score -1978200 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1978264.500000 Penalty: 3147.024414
	Iteration 19Q: 3 clusters Score -1978264 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1978326.625000 Penalty: 3147.024414
	Iteration 20F: 3 clusters Score -1978327 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1978369.000000 Penalty: 3147.024414
	Iteration 21Q: 3 clusters Score -1978369 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1978399.375000 Penalty: 3147.024414
	Iteration 22Q: 3 clusters Score -1978399 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1978424.750000 Penalty: 3147.024414
	Iteration 23Q: 3 clusters Score -1978425 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1978459.250000 Penalty: 3147.024414
	Iteration 24Q: 3 clusters Score -1978459 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1978489.500000 Penalty: 3147.024414
	Iteration 25Q: 3 clusters Score -1978490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1978505.750000 Penalty: 3147.024414
	Iteration 26Q: 3 clusters Score -1978506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1978525.250000 Penalty: 3147.024414
	Iteration 27Q: 3 clusters Score -1978525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1978543.250000 Penalty: 3147.024414
	Iteration 28Q: 3 clusters Score -1978543 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1978551.375000 Penalty: 3147.024414
	Iteration 29Q: 3 clusters Score -1978551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1978576.750000 Penalty: 3147.024414
	Iteration 30Q: 3 clusters Score -1978577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1978590.250000 Penalty: 3147.024414
	Iteration 31Q: 3 clusters Score -1978590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1978603.000000 Penalty: 3147.024414
	Iteration 32Q: 3 clusters Score -1978603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1978615.125000 Penalty: 3147.024414
	Iteration 33Q: 3 clusters Score -1978615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1978625.125000 Penalty: 3147.024414
	Iteration 34Q: 3 clusters Score -1978625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1978631.750000 Penalty: 3147.024414
	Iteration 35Q: 3 clusters Score -1978632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1978645.875000 Penalty: 3147.024414
	Iteration 36Q: 3 clusters Score -1978646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1978650.500000 Penalty: 3147.024414
	Iteration 37Q: 3 clusters Score -1978650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1978658.125000 Penalty: 3147.024414
	Iteration 38Q: 3 clusters Score -1978658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1978662.000000 Penalty: 3147.024414
	Iteration 39Q: 3 clusters Score -1978662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1978669.000000 Penalty: 3147.024414
	Iteration 40F: 3 clusters Score -1978669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1978676.000000 Penalty: 3147.024414
	Iteration 41Q: 3 clusters Score -1978676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1978682.875000 Penalty: 3147.024414
	Iteration 42Q: 3 clusters Score -1978683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1978696.000000 Penalty: 3147.024414
	Iteration 43Q: 3 clusters Score -1978696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1978706.000000 Penalty: 3147.024414
	Iteration 44Q: 3 clusters Score -1978706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1978709.375000 Penalty: 3147.024414
	Iteration 45Q: 3 clusters Score -1978709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1978714.000000 Penalty: 3147.024414
	Iteration 46Q: 3 clusters Score -1978714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1978724.875000 Penalty: 3147.024414
	Iteration 47Q: 3 clusters Score -1978725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1978728.500000 Penalty: 3147.024414
	Iteration 48Q: 3 clusters Score -1978728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1978739.000000 Penalty: 3147.024414
	Iteration 49Q: 3 clusters Score -1978739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1978747.125000 Penalty: 3147.024414
	Iteration 50Q: 3 clusters Score -1978747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1978748.875000 Penalty: 3147.024414
	Iteration 51Q: 3 clusters Score -1978749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1978750.375000 Penalty: 3147.024414
	Iteration 52Q: 3 clusters Score -1978750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1978750.875000 Penalty: 3147.024414
	Iteration 53Q: 3 clusters Score -1978751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1978752.500000 Penalty: 3147.024414
	Iteration 54Q: 3 clusters Score -1978752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1978758.500000 Penalty: 3147.024414
	Iteration 55Q: 3 clusters Score -1978758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1978760.750000 Penalty: 3147.024414
	Iteration 56Q: 3 clusters Score -1978761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1978759.875000 Penalty: 3147.024414
	Iteration 57Q: 3 clusters Score -1978760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1978761.875000 Penalty: 3147.024414
	Iteration 58Q: 3 clusters Score -1978762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1978761.000000 Penalty: 3147.024414
	Iteration 59Q: 3 clusters Score -1978761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1978762.750000 Penalty: 3147.024414
	Iteration 60F: 3 clusters Score -1978763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1978762.875000 Penalty: 3147.024414
	Iteration 61Q: 3 clusters Score -1978763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1978763.375000 Penalty: 3147.024414
	Iteration 62Q: 3 clusters Score -1978763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1978764.375000 Penalty: 3147.024414
	Iteration 63Q: 3 clusters Score -1978764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1978769.375000 Penalty: 3147.024414
	Iteration 64Q: 3 clusters Score -1978769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1978771.375000 Penalty: 3147.024414
	Iteration 65Q: 3 clusters Score -1978771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1978766.875000 Penalty: 3147.024414
	Iteration 66Q: 3 clusters Score -1978767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1978767.375000 Penalty: 3147.024414
	Iteration 67Q: 3 clusters Score -1978767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1978768.375000 Penalty: 3147.024414
	Iteration 68Q: 3 clusters Score -1978768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1978768.875000 Penalty: 3147.024414
	Iteration 69Q: 3 clusters Score -1978769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1978769.375000 Penalty: 3147.024414
	Iteration 70Q: 3 clusters Score -1978769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1978768.500000 Penalty: 3147.024414
	Iteration 71Q: 3 clusters Score -1978768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1978767.750000 Penalty: 3147.024414
	Iteration 72Q: 3 clusters Score -1978768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1978767.375000 Penalty: 3147.024414
	Iteration 73Q: 3 clusters Score -1978767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1978770.375000 Penalty: 3147.024414
	Iteration 74Q: 3 clusters Score -1978770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1978772.125000 Penalty: 3147.024414
	Iteration 75Q: 3 clusters Score -1978772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1978773.625000 Penalty: 3147.024414
	Iteration 76Q: 3 clusters Score -1978774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1978776.125000 Penalty: 3147.024414
	Iteration 77Q: 3 clusters Score -1978776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1978777.500000 Penalty: 3147.024414
	Iteration 78Q: 3 clusters Score -1978778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1978776.875000 Penalty: 3147.024414
	Iteration 79Q: 3 clusters Score -1978777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1978777.750000 Penalty: 3147.024414
	Iteration 80F: 3 clusters Score -1978778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1978778.375000 Penalty: 3147.024414
	Iteration 81Q: 3 clusters Score -1978778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1978779.500000 Penalty: 3147.024414
	Iteration 82Q: 3 clusters Score -1978780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1978779.875000 Penalty: 3147.024414
	Iteration 83Q: 3 clusters Score -1978780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1978780.500000 Penalty: 3147.024414
	Iteration 84Q: 3 clusters Score -1978780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1978779.750000 Penalty: 3147.024414
	Iteration 85Q: 3 clusters Score -1978780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1978779.375000 Penalty: 3147.024414
	Iteration 86Q: 3 clusters Score -1978779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1978781.875000 Penalty: 3147.024414
	Iteration 87Q: 3 clusters Score -1978782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1978781.875000 Penalty: 3147.024414
	Iteration 88F: 3 clusters Score -1978782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -16169.875977 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -16169.88 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 75 members 
Entering Unmasked Estep 
Score: -15538.674805 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15538.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15602.638672 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15602.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15622.312500 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -15622.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15624.828125 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -15624.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15628.541016 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -15628.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15628.541016 Penalty: 1632.761108
	Iteration 5F: 3 clusters Score -15628.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -175329.078125 Penalty: 1190.122437
	Iteration 0F: 2 clusters Score -175329.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -173537.765625 Penalty: 2380.244873
	Iteration 0F: 3 clusters Score -173537.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -173904.234375 Penalty: 2380.244873
	Iteration 1F: 3 clusters Score -173904.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -173995.937500 Penalty: 2380.244873
	Iteration 2F: 3 clusters Score -173995.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -174056.343750 Penalty: 2380.244873
	Iteration 3Q: 3 clusters Score -174056.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -174100.109375 Penalty: 2380.244873
	Iteration 4Q: 3 clusters Score -174100.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -174134.031250 Penalty: 2380.244873
	Iteration 5Q: 3 clusters Score -174134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -174161.953125 Penalty: 2380.244873
	Iteration 6Q: 3 clusters Score -174162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -174180.109375 Penalty: 2380.244873
	Iteration 7Q: 3 clusters Score -174180.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -174192.937500 Penalty: 2380.244873
	Iteration 8Q: 3 clusters Score -174192.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -174207.718750 Penalty: 2380.244873
	Iteration 9Q: 3 clusters Score -174207.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -174228.953125 Penalty: 2380.244873
	Iteration 10Q: 3 clusters Score -174229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -174245.765625 Penalty: 2380.244873
	Iteration 11Q: 3 clusters Score -174245.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -174258.859375 Penalty: 2380.244873
	Iteration 12Q: 3 clusters Score -174258.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -174267.609375 Penalty: 2380.244873
	Iteration 13Q: 3 clusters Score -174267.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -174279.375000 Penalty: 2380.244873
	Iteration 14Q: 3 clusters Score -174279.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -174289.937500 Penalty: 2380.244873
	Iteration 15Q: 3 clusters Score -174289.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -174297.375000 Penalty: 2380.244873
	Iteration 16Q: 3 clusters Score -174297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -174299.843750 Penalty: 2380.244873
	Iteration 17Q: 3 clusters Score -174299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -174302.593750 Penalty: 2380.244873
	Iteration 18Q: 3 clusters Score -174302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -174304.390625 Penalty: 2380.244873
	Iteration 19Q: 3 clusters Score -174304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -174305.687500 Penalty: 2380.244873
	Iteration 20F: 3 clusters Score -174305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -174307.421875 Penalty: 2380.244873
	Iteration 21Q: 3 clusters Score -174307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -174308.578125 Penalty: 2380.244873
	Iteration 22Q: 3 clusters Score -174308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -174310.546875 Penalty: 2380.244873
	Iteration 23Q: 3 clusters Score -174310.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -174311.187500 Penalty: 2380.244873
	Iteration 24Q: 3 clusters Score -174311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -174313.406250 Penalty: 2380.244873
	Iteration 25Q: 3 clusters Score -174313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -174313.906250 Penalty: 2380.244873
	Iteration 26Q: 3 clusters Score -174313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -174314.312500 Penalty: 2380.244873
	Iteration 27Q: 3 clusters Score -174314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -174315.390625 Penalty: 2380.244873
	Iteration 28Q: 3 clusters Score -174315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -174318.656250 Penalty: 2380.244873
	Iteration 29Q: 3 clusters Score -174318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -174322.046875 Penalty: 2380.244873
	Iteration 30Q: 3 clusters Score -174322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -174324.312500 Penalty: 2380.244873
	Iteration 31Q: 3 clusters Score -174324.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -174327.000000 Penalty: 2380.244873
	Iteration 32Q: 3 clusters Score -174327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -174332.640625 Penalty: 2380.244873
	Iteration 33Q: 3 clusters Score -174332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -174336.109375 Penalty: 2380.244873
	Iteration 34Q: 3 clusters Score -174336.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -174339.078125 Penalty: 2380.244873
	Iteration 35Q: 3 clusters Score -174339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -174341.343750 Penalty: 2380.244873
	Iteration 36Q: 3 clusters Score -174341.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -174343.453125 Penalty: 2380.244873
	Iteration 37Q: 3 clusters Score -174343.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -174345.546875 Penalty: 2380.244873
	Iteration 38Q: 3 clusters Score -174345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -174346.593750 Penalty: 2380.244873
	Iteration 39Q: 3 clusters Score -174346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -174348.921875 Penalty: 2380.244873
	Iteration 40F: 3 clusters Score -174348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -174350.125000 Penalty: 2380.244873
	Iteration 41Q: 3 clusters Score -174350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -174351.328125 Penalty: 2380.244873
	Iteration 42Q: 3 clusters Score -174351.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -174353.109375 Penalty: 2380.244873
	Iteration 43Q: 3 clusters Score -174353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -174353.109375 Penalty: 2380.244873
	Iteration 44F: 3 clusters Score -174353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Entering Unmasked Estep 
Score: -3305542.500000 Penalty: 1654.173218
	Iteration 0F: 2 clusters Score -3305542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3288692.750000 Penalty: 3308.346436
	Iteration 0F: 3 clusters Score -3288693 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3295410.250000 Penalty: 3308.346436
	Iteration 1F: 3 clusters Score -3295410 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3295692.750000 Penalty: 3308.346436
	Iteration 2Q: 3 clusters Score -3295693 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3295956.500000 Penalty: 3308.346436
	Iteration 3Q: 3 clusters Score -3295956 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3296195.750000 Penalty: 3308.346436
	Iteration 4Q: 3 clusters Score -3296196 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3296449.250000 Penalty: 3308.346436
	Iteration 5Q: 3 clusters Score -3296449 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3296751.750000 Penalty: 3308.346436
	Iteration 6Q: 3 clusters Score -3296752 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3297195.250000 Penalty: 3308.346436
	Iteration 7Q: 3 clusters Score -3297195 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3297807.000000 Penalty: 3308.346436
	Iteration 8Q: 3 clusters Score -3297807 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3298680.250000 Penalty: 3308.346436
	Iteration 9F: 3 clusters Score -3298680 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3299858.500000 Penalty: 3308.346436
	Iteration 10F: 3 clusters Score -3299858 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3301251.500000 Penalty: 3308.346436
	Iteration 11F: 3 clusters Score -3301252 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3302339.250000 Penalty: 3308.346436
	Iteration 12Q: 3 clusters Score -3302339 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3303077.750000 Penalty: 3308.346436
	Iteration 13Q: 3 clusters Score -3303078 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3303554.750000 Penalty: 3308.346436
	Iteration 14Q: 3 clusters Score -3303555 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3303786.500000 Penalty: 3308.346436
	Iteration 15Q: 3 clusters Score -3303786 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3303943.250000 Penalty: 3308.346436
	Iteration 16Q: 3 clusters Score -3303943 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3304055.250000 Penalty: 3308.346436
	Iteration 17Q: 3 clusters Score -3304055 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3304123.500000 Penalty: 3308.346436
	Iteration 18Q: 3 clusters Score -3304124 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3304161.500000 Penalty: 3308.346436
	Iteration 19Q: 3 clusters Score -3304162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3304181.750000 Penalty: 3308.346436
	Iteration 20F: 3 clusters Score -3304182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3304207.000000 Penalty: 3308.346436
	Iteration 21Q: 3 clusters Score -3304207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3304219.750000 Penalty: 3308.346436
	Iteration 22Q: 3 clusters Score -3304220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3304222.000000 Penalty: 3308.346436
	Iteration 23Q: 3 clusters Score -3304222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3304225.750000 Penalty: 3308.346436
	Iteration 24Q: 3 clusters Score -3304226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3304228.500000 Penalty: 3308.346436
	Iteration 25Q: 3 clusters Score -3304228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3304233.750000 Penalty: 3308.346436
	Iteration 26Q: 3 clusters Score -3304234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3304236.000000 Penalty: 3308.346436
	Iteration 27Q: 3 clusters Score -3304236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3304242.750000 Penalty: 3308.346436
	Iteration 28Q: 3 clusters Score -3304243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3304243.750000 Penalty: 3308.346436
	Iteration 29Q: 3 clusters Score -3304244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3304247.000000 Penalty: 3308.346436
	Iteration 30Q: 3 clusters Score -3304247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3304247.500000 Penalty: 3308.346436
	Iteration 31Q: 3 clusters Score -3304248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3304247.250000 Penalty: 3308.346436
	Iteration 32Q: 3 clusters Score -3304247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3304251.750000 Penalty: 3308.346436
	Iteration 33Q: 3 clusters Score -3304252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3304246.250000 Penalty: 3308.346436
	Iteration 34Q: 3 clusters Score -3304246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3304249.500000 Penalty: 3308.346436
	Iteration 35Q: 3 clusters Score -3304250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3304249.500000 Penalty: 3308.346436
	Iteration 36F: 3 clusters Score -3304250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -98351.921875 Penalty: 1101.182373
	Iteration 0F: 2 clusters Score -98351.92 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 419 members 
Entering Unmasked Estep 
Score: -97007.820312 Penalty: 2202.364746
	Iteration 0F: 3 clusters Score -97007.82 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97263.234375 Penalty: 2202.364746
	Iteration 1F: 3 clusters Score -97263.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97335.312500 Penalty: 2202.364746
	Iteration 2F: 3 clusters Score -97335.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97378.703125 Penalty: 2202.364746
	Iteration 3Q: 3 clusters Score -97378.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97397.195312 Penalty: 2202.364746
	Iteration 4Q: 3 clusters Score -97397.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97418.390625 Penalty: 2202.364746
	Iteration 5Q: 3 clusters Score -97418.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97428.617188 Penalty: 2202.364746
	Iteration 6Q: 3 clusters Score -97428.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97439.703125 Penalty: 2202.364746
	Iteration 7Q: 3 clusters Score -97439.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97451.015625 Penalty: 2202.364746
	Iteration 8Q: 3 clusters Score -97451.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97460.460938 Penalty: 2202.364746
	Iteration 9Q: 3 clusters Score -97460.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97467.820312 Penalty: 2202.364746
	Iteration 10Q: 3 clusters Score -97467.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97470.406250 Penalty: 2202.364746
	Iteration 11Q: 3 clusters Score -97470.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -97480.328125 Penalty: 2202.364746
	Iteration 12Q: 3 clusters Score -97480.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97485.890625 Penalty: 2202.364746
	Iteration 13Q: 3 clusters Score -97485.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97492.890625 Penalty: 2202.364746
	Iteration 14Q: 3 clusters Score -97492.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97496.367188 Penalty: 2202.364746
	Iteration 15Q: 3 clusters Score -97496.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97496.367188 Penalty: 2202.364746
	Iteration 16F: 3 clusters Score -97496.37 nChanged 0
--- Evaluating fit on full set of 659042 points ---
Entering Unmasked Estep 
Score: -79362744.000000 Penalty: 32658.947266
20->16 Clusters: Score -79362744.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 219680 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 10847 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 10867 members 
Mstep: Class 5 contains 11146 members 
Mstep: Class 6 contains 10789 members 
Mstep: Class 7 contains 10990 members 
Mstep: Class 8 contains 11060 members 
Mstep: Class 9 contains 10914 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 11016 members 
Mstep: Class 12 contains 11022 members 
Mstep: Class 13 contains 10824 members 
Mstep: Class 14 contains 11080 members 
Mstep: Class 15 contains 11033 members 
Mstep: Class 16 contains 11159 members 
Mstep: Class 17 contains 10875 members 
Mstep: Class 18 contains 11143 members 
Mstep: Class 19 contains 10984 members 
Mstep: Class 20 contains 10996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 79.461792 but Gain 1998.738281
Score: -25509402.000000 Penalty: 37976.023438
Iteration 0F: 20 clusters Score -2.55094e+07 nChanged 207461
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 1951 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 12938 members 
Mstep: Class 6 contains 956 members 
Mstep: Class 7 contains 22868 members 
Mstep: Class 8 contains 8734 members 
Mstep: Class 10 contains 5185 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 8981 members 
Mstep: Class 14 contains 9048 members 
Mstep: Class 15 contains 97388 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 5101 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 17768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 241.744675 but Gain 1998.738281
Score: -26134584.000000 Penalty: 35977.285156
Iteration 1F: 19 clusters Score -2.613458e+07 nChanged 58383
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 922 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 15662 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 23261 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 772 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 9627 members 
Mstep: Class 15 contains 100881 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 18209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 711.189514 but Gain 1998.738281
Score: -26215682.000000 Penalty: 33978.546875
Iteration 2F: 18 clusters Score -2.621568e+07 nChanged 41238
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 3 contains 1034 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 20124 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 26259 members 
Mstep: Class 8 contains 7719 members 
Mstep: Class 10 contains 7983 members 
Mstep: Class 11 contains 486 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 90591 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 505 members 
Mstep: Class 20 contains 18833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26265058.000000 Penalty: 33978.546875
Iteration 3F: 18 clusters Score -2.626506e+07 nChanged 35978
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 3 contains 852 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 25223 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 30920 members 
Mstep: Class 8 contains 8140 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 12505 members 
Mstep: Class 15 contains 77474 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 806 members 
Mstep: Class 20 contains 19770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1864.080566 but Gain 1998.738281
Score: -26298636.000000 Penalty: 31979.808594
Iteration 4F: 17 clusters Score -2.629864e+07 nChanged 34165
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 30657 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 7 contains 35260 members 
Mstep: Class 8 contains 8629 members 
Mstep: Class 10 contains 12236 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 13 contains 4831 members 
Mstep: Class 14 contains 12425 members 
Mstep: Class 15 contains 65540 members 
Mstep: Class 17 contains 3009 members 
Mstep: Class 18 contains 3745 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 20 contains 22097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26320006.000000 Penalty: 31979.808594
Iteration 5F: 17 clusters Score -2.632001e+07 nChanged 29997
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 35218 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 36029 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 10 contains 13906 members 
Mstep: Class 11 contains 166 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 11377 members 
Mstep: Class 15 contains 55725 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 4321 members 
Mstep: Class 19 contains 1246 members 
Mstep: Class 20 contains 26042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26335468.000000 Penalty: 31979.808594
Iteration 6F: 17 clusters Score -2.633547e+07 nChanged 26028
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 3 contains 455 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 37117 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 33793 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 10 contains 15248 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 13 contains 4428 members 
Mstep: Class 14 contains 10487 members 
Mstep: Class 15 contains 49389 members 
Mstep: Class 17 contains 2437 members 
Mstep: Class 18 contains 5175 members 
Mstep: Class 19 contains 1325 members 
Mstep: Class 20 contains 31982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26351766.000000 Penalty: 31979.808594
Iteration 7F: 17 clusters Score -2.635177e+07 nChanged 23944
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 35874 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 31766 members 
Mstep: Class 8 contains 11184 members 
Mstep: Class 10 contains 16188 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 44922 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 1377 members 
Mstep: Class 20 contains 39001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26367728.000000 Penalty: 31979.808594
Iteration 8F: 17 clusters Score -2.636773e+07 nChanged 23381
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 33478 members 
Mstep: Class 6 contains 354 members 
Mstep: Class 7 contains 31018 members 
Mstep: Class 8 contains 11912 members 
Mstep: Class 10 contains 16897 members 
Mstep: Class 11 contains 146 members 
Mstep: Class 13 contains 3127 members 
Mstep: Class 14 contains 10643 members 
Mstep: Class 15 contains 40930 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 6888 members 
Mstep: Class 19 contains 1406 members 
Mstep: Class 20 contains 44880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26375034.000000 Penalty: 31979.808594
Iteration 9F: 17 clusters Score -2.637503e+07 nChanged 22584
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 31486 members 
Mstep: Class 6 contains 337 members 
Mstep: Class 7 contains 31902 members 
Mstep: Class 8 contains 12838 members 
Mstep: Class 10 contains 17534 members 
Mstep: Class 11 contains 147 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 11293 members 
Mstep: Class 15 contains 39072 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 7971 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 44631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1815.172363 but Gain 1998.736328
Score: -26385156.000000 Penalty: 29981.072266
Iteration 10F: 16 clusters Score -2.638516e+07 nChanged 18604
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 30008 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 33519 members 
Mstep: Class 8 contains 13533 members 
Mstep: Class 10 contains 19164 members 
Mstep: Class 11 contains 147 members 
Mstep: Class 13 contains 2261 members 
Mstep: Class 14 contains 11765 members 
Mstep: Class 15 contains 39616 members 
Mstep: Class 18 contains 8967 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 41474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26396846.000000 Penalty: 29981.072266
Iteration 11F: 16 clusters Score -2.639685e+07 nChanged 14235
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 28639 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 34090 members 
Mstep: Class 8 contains 13887 members 
Mstep: Class 10 contains 19672 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 12035 members 
Mstep: Class 15 contains 41075 members 
Mstep: Class 18 contains 9781 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 38561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26404170.000000 Penalty: 29981.072266
Iteration 12F: 16 clusters Score -2.640417e+07 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 3163 members 
Mstep: Class 5 contains 27566 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 34219 members 
Mstep: Class 8 contains 14134 members 
Mstep: Class 10 contains 20097 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 13 contains 1806 members 
Mstep: Class 14 contains 12135 members 
Mstep: Class 15 contains 42323 members 
Mstep: Class 18 contains 10371 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 20 contains 36427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26407822.000000 Penalty: 29981.072266
Iteration 13F: 16 clusters Score -2.640782e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 26803 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 34284 members 
Mstep: Class 8 contains 14474 members 
Mstep: Class 10 contains 20524 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 12231 members 
Mstep: Class 15 contains 42588 members 
Mstep: Class 18 contains 10930 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 34906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26410712.000000 Penalty: 29981.072266
Iteration 14Q: 16 clusters Score -2.641071e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 3317 members 
Mstep: Class 5 contains 26284 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 34242 members 
Mstep: Class 8 contains 14810 members 
Mstep: Class 10 contains 20988 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 12309 members 
Mstep: Class 15 contains 42012 members 
Mstep: Class 18 contains 11480 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 33911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26412844.000000 Penalty: 29981.072266
Iteration 15Q: 16 clusters Score -2.641284e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 3403 members 
Mstep: Class 5 contains 25910 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 34121 members 
Mstep: Class 8 contains 15242 members 
Mstep: Class 10 contains 21394 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 13 contains 1725 members 
Mstep: Class 14 contains 12396 members 
Mstep: Class 15 contains 40813 members 
Mstep: Class 18 contains 12074 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 33196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26415052.000000 Penalty: 29981.072266
Iteration 16Q: 16 clusters Score -2.641505e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 3489 members 
Mstep: Class 5 contains 25591 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 33872 members 
Mstep: Class 8 contains 15691 members 
Mstep: Class 10 contains 21766 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 12429 members 
Mstep: Class 15 contains 39532 members 
Mstep: Class 18 contains 12696 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 32638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26417038.000000 Penalty: 29981.072266
Iteration 17Q: 16 clusters Score -2.641704e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 3575 members 
Mstep: Class 5 contains 25343 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 33483 members 
Mstep: Class 8 contains 16176 members 
Mstep: Class 10 contains 22134 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 12436 members 
Mstep: Class 15 contains 38147 members 
Mstep: Class 18 contains 13348 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 32089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26418408.000000 Penalty: 29981.072266
Iteration 18Q: 16 clusters Score -2.641841e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 5 contains 25155 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 33051 members 
Mstep: Class 8 contains 16734 members 
Mstep: Class 10 contains 22464 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 12413 members 
Mstep: Class 15 contains 36583 members 
Mstep: Class 18 contains 14013 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 31576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26419800.000000 Penalty: 29981.072266
Iteration 19Q: 16 clusters Score -2.64198e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 3747 members 
Mstep: Class 5 contains 24969 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 32580 members 
Mstep: Class 8 contains 17377 members 
Mstep: Class 10 contains 22742 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 13 contains 1841 members 
Mstep: Class 14 contains 12442 members 
Mstep: Class 15 contains 34884 members 
Mstep: Class 18 contains 14684 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 31018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26420676.000000 Penalty: 29981.072266
Iteration 20F: 16 clusters Score -2.642068e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 3815 members 
Mstep: Class 5 contains 24850 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 32015 members 
Mstep: Class 8 contains 18040 members 
Mstep: Class 10 contains 23000 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 13 contains 1881 members 
Mstep: Class 14 contains 12427 members 
Mstep: Class 15 contains 33058 members 
Mstep: Class 18 contains 15421 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 30512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26421998.000000 Penalty: 29981.072266
Iteration 21Q: 16 clusters Score -2.6422e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 3883 members 
Mstep: Class 5 contains 24737 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 31343 members 
Mstep: Class 8 contains 18762 members 
Mstep: Class 10 contains 23195 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 12361 members 
Mstep: Class 15 contains 31195 members 
Mstep: Class 18 contains 16166 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 30048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26423234.000000 Penalty: 29981.072266
Iteration 22Q: 16 clusters Score -2.642323e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 3936 members 
Mstep: Class 5 contains 24616 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30556 members 
Mstep: Class 8 contains 19474 members 
Mstep: Class 10 contains 23372 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 13 contains 1951 members 
Mstep: Class 14 contains 12315 members 
Mstep: Class 15 contains 29475 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 29568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26424690.000000 Penalty: 29981.072266
Iteration 23Q: 16 clusters Score -2.642469e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 24485 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29707 members 
Mstep: Class 8 contains 20239 members 
Mstep: Class 10 contains 23479 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 12231 members 
Mstep: Class 15 contains 27876 members 
Mstep: Class 18 contains 17549 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 29034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26426250.000000 Penalty: 29981.072266
Iteration 24Q: 16 clusters Score -2.642625e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 24348 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28872 members 
Mstep: Class 8 contains 21062 members 
Mstep: Class 10 contains 23535 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1982 members 
Mstep: Class 14 contains 12126 members 
Mstep: Class 15 contains 26365 members 
Mstep: Class 18 contains 18210 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 28413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26428112.000000 Penalty: 29981.072266
Iteration 25Q: 16 clusters Score -2.642811e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 24194 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27939 members 
Mstep: Class 8 contains 21896 members 
Mstep: Class 10 contains 23619 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1961 members 
Mstep: Class 14 contains 12028 members 
Mstep: Class 15 contains 24915 members 
Mstep: Class 18 contains 18822 members 
Mstep: Class 19 contains 1513 members 
Mstep: Class 20 contains 27709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26429744.000000 Penalty: 29981.072266
Iteration 26Q: 16 clusters Score -2.642974e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 24003 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 26993 members 
Mstep: Class 8 contains 22747 members 
Mstep: Class 10 contains 23682 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 11912 members 
Mstep: Class 15 contains 23540 members 
Mstep: Class 18 contains 19403 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 26824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26431362.000000 Penalty: 29981.072266
Iteration 27Q: 16 clusters Score -2.643136e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 4213 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 26018 members 
Mstep: Class 8 contains 23646 members 
Mstep: Class 10 contains 23739 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 11796 members 
Mstep: Class 15 contains 22307 members 
Mstep: Class 18 contains 19975 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 25837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26432706.000000 Penalty: 29981.072266
Iteration 28Q: 16 clusters Score -2.643271e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4274 members 
Mstep: Class 5 contains 23651 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 25064 members 
Mstep: Class 8 contains 24609 members 
Mstep: Class 10 contains 23800 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1880 members 
Mstep: Class 14 contains 11661 members 
Mstep: Class 15 contains 21155 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 24804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433448.000000 Penalty: 29981.072266
Iteration 29Q: 16 clusters Score -2.643345e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 23527 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 24232 members 
Mstep: Class 8 contains 25632 members 
Mstep: Class 10 contains 23839 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 11607 members 
Mstep: Class 15 contains 20235 members 
Mstep: Class 18 contains 21111 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 23946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433396.000000 Penalty: 29981.072266
Iteration 30Q: 16 clusters Score -2.64334e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 23505 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 23705 members 
Mstep: Class 8 contains 26883 members 
Mstep: Class 10 contains 23830 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1824 members 
Mstep: Class 14 contains 11539 members 
Mstep: Class 15 contains 19593 members 
Mstep: Class 18 contains 21700 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 23464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433598.000000 Penalty: 29981.072266
Iteration 31Q: 16 clusters Score -2.64336e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 23509 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 23414 members 
Mstep: Class 8 contains 28235 members 
Mstep: Class 10 contains 23789 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1806 members 
Mstep: Class 14 contains 11509 members 
Mstep: Class 15 contains 19252 members 
Mstep: Class 18 contains 22324 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 23180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433922.000000 Penalty: 29981.072266
Iteration 32Q: 16 clusters Score -2.643392e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4488 members 
Mstep: Class 5 contains 23540 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 23165 members 
Mstep: Class 8 contains 29509 members 
Mstep: Class 10 contains 23781 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 11510 members 
Mstep: Class 15 contains 19062 members 
Mstep: Class 18 contains 22929 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 23086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434050.000000 Penalty: 29981.072266
Iteration 33Q: 16 clusters Score -2.643405e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 23558 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 22973 members 
Mstep: Class 8 contains 30525 members 
Mstep: Class 10 contains 23741 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1805 members 
Mstep: Class 14 contains 11556 members 
Mstep: Class 15 contains 19041 members 
Mstep: Class 18 contains 23538 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 23052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434426.000000 Penalty: 29981.072266
Iteration 34Q: 16 clusters Score -2.643443e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4539 members 
Mstep: Class 5 contains 23576 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 22888 members 
Mstep: Class 8 contains 31155 members 
Mstep: Class 10 contains 23639 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 11592 members 
Mstep: Class 15 contains 19178 members 
Mstep: Class 18 contains 24173 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 23078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434728.000000 Penalty: 29981.072266
Iteration 35Q: 16 clusters Score -2.643473e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4552 members 
Mstep: Class 5 contains 23595 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 23014 members 
Mstep: Class 8 contains 31280 members 
Mstep: Class 10 contains 23490 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1779 members 
Mstep: Class 14 contains 11618 members 
Mstep: Class 15 contains 19345 members 
Mstep: Class 18 contains 24812 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 23143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434908.000000 Penalty: 29981.072266
Iteration 36Q: 16 clusters Score -2.643491e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4563 members 
Mstep: Class 5 contains 23578 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 23267 members 
Mstep: Class 8 contains 31114 members 
Mstep: Class 10 contains 23308 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 14 contains 11647 members 
Mstep: Class 15 contains 19572 members 
Mstep: Class 18 contains 25391 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 23206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435414.000000 Penalty: 29981.072266
Iteration 37Q: 16 clusters Score -2.643541e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4558 members 
Mstep: Class 5 contains 23585 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 23623 members 
Mstep: Class 8 contains 30749 members 
Mstep: Class 10 contains 23103 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 11665 members 
Mstep: Class 15 contains 19817 members 
Mstep: Class 18 contains 25935 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 23206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435814.000000 Penalty: 29981.072266
Iteration 38Q: 16 clusters Score -2.643581e+07 nChanged 3147
Entering ConstructFrom: 
Score: -26435814.000000 Penalty: 29981.072266
Entering ConstructFrom: 
Trying to split cluster 1 (28877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Entering Unmasked Estep 
Score: -3555840.250000 Penalty: 1669.005127
	Iteration 0F: 2 clusters Score -3555840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3536989.750000 Penalty: 3338.010254
	Iteration 0F: 3 clusters Score -3536990 nChanged 13229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3544158.250000 Penalty: 3338.010254
	Iteration 1F: 3 clusters Score -3544158 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3544435.500000 Penalty: 3338.010254
	Iteration 2Q: 3 clusters Score -3544436 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3544650.000000 Penalty: 3338.010254
	Iteration 3Q: 3 clusters Score -3544650 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3544861.000000 Penalty: 3338.010254
	Iteration 4Q: 3 clusters Score -3544861 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3545058.500000 Penalty: 3338.010254
	Iteration 5Q: 3 clusters Score -3545058 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3545260.750000 Penalty: 3338.010254
	Iteration 6Q: 3 clusters Score -3545261 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3545480.250000 Penalty: 3338.010254
	Iteration 7Q: 3 clusters Score -3545480 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3545756.500000 Penalty: 3338.010254
	Iteration 8Q: 3 clusters Score -3545756 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3546130.250000 Penalty: 3338.010254
	Iteration 9Q: 3 clusters Score -3546130 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3546678.750000 Penalty: 3338.010254
	Iteration 10Q: 3 clusters Score -3546679 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3547482.500000 Penalty: 3338.010254
	Iteration 11Q: 3 clusters Score -3547482 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3548672.250000 Penalty: 3338.010254
	Iteration 12F: 3 clusters Score -3548672 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3550050.750000 Penalty: 3338.010254
	Iteration 13F: 3 clusters Score -3550051 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3551268.500000 Penalty: 3338.010254
	Iteration 14F: 3 clusters Score -3551268 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3552121.250000 Penalty: 3338.010254
	Iteration 15Q: 3 clusters Score -3552121 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3552655.000000 Penalty: 3338.010254
	Iteration 16Q: 3 clusters Score -3552655 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3553081.000000 Penalty: 3338.010254
	Iteration 17Q: 3 clusters Score -3553081 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3553398.250000 Penalty: 3338.010254
	Iteration 18Q: 3 clusters Score -3553398 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3553632.000000 Penalty: 3338.010254
	Iteration 19Q: 3 clusters Score -3553632 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3553833.000000 Penalty: 3338.010254
	Iteration 20F: 3 clusters Score -3553833 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3553972.250000 Penalty: 3338.010254
	Iteration 21Q: 3 clusters Score -3553972 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3554078.000000 Penalty: 3338.010254
	Iteration 22Q: 3 clusters Score -3554078 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3554145.750000 Penalty: 3338.010254
	Iteration 23Q: 3 clusters Score -3554146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3554210.250000 Penalty: 3338.010254
	Iteration 24Q: 3 clusters Score -3554210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3554245.250000 Penalty: 3338.010254
	Iteration 25Q: 3 clusters Score -3554245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3554262.250000 Penalty: 3338.010254
	Iteration 26Q: 3 clusters Score -3554262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3554271.750000 Penalty: 3338.010254
	Iteration 27Q: 3 clusters Score -3554272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3554289.250000 Penalty: 3338.010254
	Iteration 28Q: 3 clusters Score -3554289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3554300.500000 Penalty: 3338.010254
	Iteration 29Q: 3 clusters Score -3554300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3554311.750000 Penalty: 3338.010254
	Iteration 30Q: 3 clusters Score -3554312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3554324.000000 Penalty: 3338.010254
	Iteration 31Q: 3 clusters Score -3554324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3554335.000000 Penalty: 3338.010254
	Iteration 32Q: 3 clusters Score -3554335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3554344.000000 Penalty: 3338.010254
	Iteration 33Q: 3 clusters Score -3554344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3554354.750000 Penalty: 3338.010254
	Iteration 34Q: 3 clusters Score -3554355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3554358.250000 Penalty: 3338.010254
	Iteration 35Q: 3 clusters Score -3554358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3554357.000000 Penalty: 3338.010254
	Iteration 36Q: 3 clusters Score -3554357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3554357.000000 Penalty: 3338.010254
	Iteration 37F: 3 clusters Score -3554357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -38247.062500 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -38247.06 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 195 members 
Entering Unmasked Estep 
Score: -37469.214844 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -37469.21 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37645.652344 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -37645.65 nChanged 12
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: -37658.972656 Penalty: 1931.409912
	Iteration 2Q: 3 clusters Score -37658.97 nChanged 5
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: -37665.253906 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -37665.25 nChanged 7
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: -37674.781250 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -37674.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37685.949219 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -37685.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37689.234375 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -37689.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37693.074219 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -37693.07 nChanged 3
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: -37699.761719 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -37699.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37704.425781 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -37704.43 nChanged 4
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: -37710.609375 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -37710.61 nChanged 2
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: -37712.296875 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -37712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37716.527344 Penalty: 1931.409912
	Iteration 12Q: 3 clusters Score -37716.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37719.136719 Penalty: 1931.409912
	Iteration 13Q: 3 clusters Score -37719.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37719.136719 Penalty: 1931.409912
	Iteration 14F: 3 clusters Score -37719.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Entering Unmasked Estep 
Score: -527182.500000 Penalty: 1368.682739
	Iteration 0F: 2 clusters Score -527182.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -523542.125000 Penalty: 2737.365479
	Iteration 0F: 3 clusters Score -523542.1 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -524458.375000 Penalty: 2737.365479
	Iteration 1F: 3 clusters Score -524458.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -524606.375000 Penalty: 2737.365479
	Iteration 2F: 3 clusters Score -524606.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -524703.500000 Penalty: 2737.365479
	Iteration 3Q: 3 clusters Score -524703.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -524795.437500 Penalty: 2737.365479
	Iteration 4Q: 3 clusters Score -524795.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -524881.875000 Penalty: 2737.365479
	Iteration 5Q: 3 clusters Score -524881.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -524950.125000 Penalty: 2737.365479
	Iteration 6Q: 3 clusters Score -524950.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -525016.750000 Penalty: 2737.365479
	Iteration 7Q: 3 clusters Score -525016.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -525081.312500 Penalty: 2737.365479
	Iteration 8Q: 3 clusters Score -525081.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -525143.562500 Penalty: 2737.365479
	Iteration 9Q: 3 clusters Score -525143.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -525210.750000 Penalty: 2737.365479
	Iteration 10Q: 3 clusters Score -525210.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -525277.687500 Penalty: 2737.365479
	Iteration 11Q: 3 clusters Score -525277.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -525334.750000 Penalty: 2737.365479
	Iteration 12Q: 3 clusters Score -525334.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -525402.375000 Penalty: 2737.365479
	Iteration 13Q: 3 clusters Score -525402.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -525473.312500 Penalty: 2737.365479
	Iteration 14Q: 3 clusters Score -525473.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -525531.437500 Penalty: 2737.365479
	Iteration 15Q: 3 clusters Score -525531.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -525593.125000 Penalty: 2737.365479
	Iteration 16Q: 3 clusters Score -525593.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -525654.875000 Penalty: 2737.365479
	Iteration 17Q: 3 clusters Score -525654.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -525710.812500 Penalty: 2737.365479
	Iteration 18Q: 3 clusters Score -525710.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -525763.125000 Penalty: 2737.365479
	Iteration 19Q: 3 clusters Score -525763.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -525804.437500 Penalty: 2737.365479
	Iteration 20F: 3 clusters Score -525804.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -525849.250000 Penalty: 2737.365479
	Iteration 21Q: 3 clusters Score -525849.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -525889.812500 Penalty: 2737.365479
	Iteration 22Q: 3 clusters Score -525889.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -525931.187500 Penalty: 2737.365479
	Iteration 23Q: 3 clusters Score -525931.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -525972.375000 Penalty: 2737.365479
	Iteration 24Q: 3 clusters Score -525972.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -525993.750000 Penalty: 2737.365479
	Iteration 25Q: 3 clusters Score -525993.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -526006.062500 Penalty: 2737.365479
	Iteration 26Q: 3 clusters Score -526006.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -526013.250000 Penalty: 2737.365479
	Iteration 27Q: 3 clusters Score -526013.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -526020.125000 Penalty: 2737.365479
	Iteration 28Q: 3 clusters Score -526020.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -526023.687500 Penalty: 2737.365479
	Iteration 29Q: 3 clusters Score -526023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -526025.125000 Penalty: 2737.365479
	Iteration 30Q: 3 clusters Score -526025.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -526028.500000 Penalty: 2737.365479
	Iteration 31Q: 3 clusters Score -526028.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -526031.750000 Penalty: 2737.365479
	Iteration 32Q: 3 clusters Score -526031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -526032.625000 Penalty: 2737.365479
	Iteration 33Q: 3 clusters Score -526032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -526035.312500 Penalty: 2737.365479
	Iteration 34Q: 3 clusters Score -526035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -526035.125000 Penalty: 2737.365479
	Iteration 35Q: 3 clusters Score -526035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -526035.875000 Penalty: 2737.365479
	Iteration 36Q: 3 clusters Score -526035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -526038.125000 Penalty: 2737.365479
	Iteration 37Q: 3 clusters Score -526038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -526038.562500 Penalty: 2737.365479
	Iteration 38Q: 3 clusters Score -526038.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -526041.437500 Penalty: 2737.365479
	Iteration 39Q: 3 clusters Score -526041.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -526047.062500 Penalty: 2737.365479
	Iteration 40F: 3 clusters Score -526047.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -526052.125000 Penalty: 2737.365479
	Iteration 41Q: 3 clusters Score -526052.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -526057.000000 Penalty: 2737.365479
	Iteration 42Q: 3 clusters Score -526057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -526061.812500 Penalty: 2737.365479
	Iteration 43Q: 3 clusters Score -526061.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -526066.187500 Penalty: 2737.365479
	Iteration 44Q: 3 clusters Score -526066.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -526069.500000 Penalty: 2737.365479
	Iteration 45Q: 3 clusters Score -526069.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -526071.312500 Penalty: 2737.365479
	Iteration 46Q: 3 clusters Score -526071.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -526073.625000 Penalty: 2737.365479
	Iteration 47Q: 3 clusters Score -526073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -526076.187500 Penalty: 2737.365479
	Iteration 48Q: 3 clusters Score -526076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -526077.687500 Penalty: 2737.365479
	Iteration 49Q: 3 clusters Score -526077.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -526079.187500 Penalty: 2737.365479
	Iteration 50Q: 3 clusters Score -526079.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -526080.687500 Penalty: 2737.365479
	Iteration 51Q: 3 clusters Score -526080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -526082.875000 Penalty: 2737.365479
	Iteration 52Q: 3 clusters Score -526082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -526084.000000 Penalty: 2737.365479
	Iteration 53Q: 3 clusters Score -526084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -526084.750000 Penalty: 2737.365479
	Iteration 54Q: 3 clusters Score -526084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -526085.500000 Penalty: 2737.365479
	Iteration 55Q: 3 clusters Score -526085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -526086.000000 Penalty: 2737.365479
	Iteration 56Q: 3 clusters Score -526086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -526086.750000 Penalty: 2737.365479
	Iteration 57Q: 3 clusters Score -526086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -526087.750000 Penalty: 2737.365479
	Iteration 58Q: 3 clusters Score -526087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -526087.687500 Penalty: 2737.365479
	Iteration 59Q: 3 clusters Score -526087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -526089.187500 Penalty: 2737.365479
	Iteration 60F: 3 clusters Score -526089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -526088.750000 Penalty: 2737.365479
	Iteration 61Q: 3 clusters Score -526088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -526090.187500 Penalty: 2737.365479
	Iteration 62Q: 3 clusters Score -526090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -526091.875000 Penalty: 2737.365479
	Iteration 63Q: 3 clusters Score -526091.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -526092.875000 Penalty: 2737.365479
	Iteration 64Q: 3 clusters Score -526092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -526094.562500 Penalty: 2737.365479
	Iteration 65Q: 3 clusters Score -526094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -526094.500000 Penalty: 2737.365479
	Iteration 66Q: 3 clusters Score -526094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -526094.625000 Penalty: 2737.365479
	Iteration 67Q: 3 clusters Score -526094.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -526095.812500 Penalty: 2737.365479
	Iteration 68Q: 3 clusters Score -526095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -526096.625000 Penalty: 2737.365479
	Iteration 69Q: 3 clusters Score -526096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -526097.312500 Penalty: 2737.365479
	Iteration 70Q: 3 clusters Score -526097.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -526097.312500 Penalty: 2737.365479
	Iteration 71F: 3 clusters Score -526097.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Entering Unmasked Estep 
Score: -2907157.250000 Penalty: 1636.047485
	Iteration 0F: 2 clusters Score -2907157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2891330.000000 Penalty: 3272.094971
	Iteration 0F: 3 clusters Score -2891330 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2897397.500000 Penalty: 3272.094971
	Iteration 1F: 3 clusters Score -2897398 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2898143.250000 Penalty: 3272.094971
	Iteration 2F: 3 clusters Score -2898143 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2899058.250000 Penalty: 3272.094971
	Iteration 3F: 3 clusters Score -2899058 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2900173.250000 Penalty: 3272.094971
	Iteration 4F: 3 clusters Score -2900173 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2901422.250000 Penalty: 3272.094971
	Iteration 5F: 3 clusters Score -2901422 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2902583.250000 Penalty: 3272.094971
	Iteration 6F: 3 clusters Score -2902583 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2903822.750000 Penalty: 3272.094971
	Iteration 7F: 3 clusters Score -2903823 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2904721.750000 Penalty: 3272.094971
	Iteration 8Q: 3 clusters Score -2904722 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2905288.750000 Penalty: 3272.094971
	Iteration 9Q: 3 clusters Score -2905289 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -2905601.000000 Penalty: 3272.094971
	Iteration 10Q: 3 clusters Score -2905601 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2905747.500000 Penalty: 3272.094971
	Iteration 11Q: 3 clusters Score -2905748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -2905812.750000 Penalty: 3272.094971
	Iteration 12Q: 3 clusters Score -2905813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2905845.000000 Penalty: 3272.094971
	Iteration 13Q: 3 clusters Score -2905845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2905869.500000 Penalty: 3272.094971
	Iteration 14Q: 3 clusters Score -2905870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2905883.500000 Penalty: 3272.094971
	Iteration 15Q: 3 clusters Score -2905884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2905889.000000 Penalty: 3272.094971
	Iteration 16Q: 3 clusters Score -2905889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2905890.500000 Penalty: 3272.094971
	Iteration 17Q: 3 clusters Score -2905890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2905893.750000 Penalty: 3272.094971
	Iteration 18Q: 3 clusters Score -2905894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2905887.750000 Penalty: 3272.094971
	Iteration 19Q: 3 clusters Score -2905888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2905897.750000 Penalty: 3272.094971
	Iteration 20F: 3 clusters Score -2905898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2905899.000000 Penalty: 3272.094971
	Iteration 21Q: 3 clusters Score -2905899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2905898.250000 Penalty: 3272.094971
	Iteration 22Q: 3 clusters Score -2905898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -2905904.000000 Penalty: 3272.094971
	Iteration 23Q: 3 clusters Score -2905904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2905907.750000 Penalty: 3272.094971
	Iteration 24Q: 3 clusters Score -2905908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2905907.750000 Penalty: 3272.094971
	Iteration 25Q: 3 clusters Score -2905908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2905907.000000 Penalty: 3272.094971
	Iteration 26Q: 3 clusters Score -2905907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2905909.750000 Penalty: 3272.094971
	Iteration 27Q: 3 clusters Score -2905910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2905910.000000 Penalty: 3272.094971
	Iteration 28Q: 3 clusters Score -2905910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2905908.750000 Penalty: 3272.094971
	Iteration 29Q: 3 clusters Score -2905909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2905912.500000 Penalty: 3272.094971
	Iteration 30Q: 3 clusters Score -2905912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2905910.250000 Penalty: 3272.094971
	Iteration 31Q: 3 clusters Score -2905910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2905911.000000 Penalty: 3272.094971
	Iteration 32Q: 3 clusters Score -2905911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2905911.000000 Penalty: 3272.094971
	Iteration 33F: 3 clusters Score -2905911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53649.703125 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52734.441406 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52734.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -52845.621094 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52845.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -52903.312500 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -52903.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -52932.617188 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52932.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -52950.402344 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -52953.281250 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -52953.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -52953.281250 Penalty: 1884.705200
	Iteration 6F: 3 clusters Score -52953.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Entering Unmasked Estep 
Score: -2994731.750000 Penalty: 1638.896606
	Iteration 0F: 2 clusters Score -2994732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2978895.250000 Penalty: 3277.793213
	Iteration 0F: 3 clusters Score -2978895 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2984795.000000 Penalty: 3277.793213
	Iteration 1F: 3 clusters Score -2984795 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2985090.000000 Penalty: 3277.793213
	Iteration 2Q: 3 clusters Score -2985090 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2985336.250000 Penalty: 3277.793213
	Iteration 3Q: 3 clusters Score -2985336 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2985557.750000 Penalty: 3277.793213
	Iteration 4Q: 3 clusters Score -2985558 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2985744.500000 Penalty: 3277.793213
	Iteration 5Q: 3 clusters Score -2985744 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2985946.500000 Penalty: 3277.793213
	Iteration 6Q: 3 clusters Score -2985946 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2986159.000000 Penalty: 3277.793213
	Iteration 7Q: 3 clusters Score -2986159 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2986427.000000 Penalty: 3277.793213
	Iteration 8Q: 3 clusters Score -2986427 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2986851.500000 Penalty: 3277.793213
	Iteration 9Q: 3 clusters Score -2986852 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2987538.000000 Penalty: 3277.793213
	Iteration 10F: 3 clusters Score -2987538 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2988491.000000 Penalty: 3277.793213
	Iteration 11F: 3 clusters Score -2988491 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2989639.000000 Penalty: 3277.793213
	Iteration 12F: 3 clusters Score -2989639 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2991017.250000 Penalty: 3277.793213
	Iteration 13F: 3 clusters Score -2991017 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2992090.250000 Penalty: 3277.793213
	Iteration 14Q: 3 clusters Score -2992090 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2992705.500000 Penalty: 3277.793213
	Iteration 15Q: 3 clusters Score -2992706 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2992992.750000 Penalty: 3277.793213
	Iteration 16Q: 3 clusters Score -2992993 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -2993124.500000 Penalty: 3277.793213
	Iteration 17Q: 3 clusters Score -2993124 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2993203.750000 Penalty: 3277.793213
	Iteration 18Q: 3 clusters Score -2993204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -2993272.250000 Penalty: 3277.793213
	Iteration 19Q: 3 clusters Score -2993272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -2993318.500000 Penalty: 3277.793213
	Iteration 20F: 3 clusters Score -2993318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2993334.250000 Penalty: 3277.793213
	Iteration 21Q: 3 clusters Score -2993334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -2993337.500000 Penalty: 3277.793213
	Iteration 22Q: 3 clusters Score -2993338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -2993338.750000 Penalty: 3277.793213
	Iteration 23Q: 3 clusters Score -2993339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2993339.750000 Penalty: 3277.793213
	Iteration 24Q: 3 clusters Score -2993340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2993339.500000 Penalty: 3277.793213
	Iteration 25Q: 3 clusters Score -2993340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2993339.500000 Penalty: 3277.793213
	Iteration 26F: 3 clusters Score -2993340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Entering Unmasked Estep 
Score: -3793449.250000 Penalty: 1677.030762
	Iteration 0F: 2 clusters Score -3793449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3775510.750000 Penalty: 3354.061523
	Iteration 0F: 3 clusters Score -3775511 nChanged 13937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3783259.750000 Penalty: 3354.061523
	Iteration 1F: 3 clusters Score -3783260 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3783576.750000 Penalty: 3354.061523
	Iteration 2Q: 3 clusters Score -3783577 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3783899.500000 Penalty: 3354.061523
	Iteration 3Q: 3 clusters Score -3783900 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3784225.500000 Penalty: 3354.061523
	Iteration 4Q: 3 clusters Score -3784226 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3784607.750000 Penalty: 3354.061523
	Iteration 5Q: 3 clusters Score -3784608 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3785172.500000 Penalty: 3354.061523
	Iteration 6Q: 3 clusters Score -3785172 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3786175.250000 Penalty: 3354.061523
	Iteration 7F: 3 clusters Score -3786175 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3787486.500000 Penalty: 3354.061523
	Iteration 8F: 3 clusters Score -3787486 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3788722.500000 Penalty: 3354.061523
	Iteration 9F: 3 clusters Score -3788722 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3789691.000000 Penalty: 3354.061523
	Iteration 10F: 3 clusters Score -3789691 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3790437.500000 Penalty: 3354.061523
	Iteration 11F: 3 clusters Score -3790438 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3790942.000000 Penalty: 3354.061523
	Iteration 12Q: 3 clusters Score -3790942 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3791330.750000 Penalty: 3354.061523
	Iteration 13Q: 3 clusters Score -3791331 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3791547.500000 Penalty: 3354.061523
	Iteration 14Q: 3 clusters Score -3791548 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3791687.500000 Penalty: 3354.061523
	Iteration 15Q: 3 clusters Score -3791688 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3791809.000000 Penalty: 3354.061523
	Iteration 16Q: 3 clusters Score -3791809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3791845.500000 Penalty: 3354.061523
	Iteration 17Q: 3 clusters Score -3791846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3791861.000000 Penalty: 3354.061523
	Iteration 18Q: 3 clusters Score -3791861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -3791890.750000 Penalty: 3354.061523
	Iteration 19Q: 3 clusters Score -3791891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -3791906.250000 Penalty: 3354.061523
	Iteration 20F: 3 clusters Score -3791906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3791914.500000 Penalty: 3354.061523
	Iteration 21Q: 3 clusters Score -3791914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3791928.750000 Penalty: 3354.061523
	Iteration 22Q: 3 clusters Score -3791929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -3791950.250000 Penalty: 3354.061523
	Iteration 23Q: 3 clusters Score -3791950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -3791955.250000 Penalty: 3354.061523
	Iteration 24Q: 3 clusters Score -3791955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -3791953.500000 Penalty: 3354.061523
	Iteration 25Q: 3 clusters Score -3791954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -3791960.000000 Penalty: 3354.061523
	Iteration 26Q: 3 clusters Score -3791960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -3791958.500000 Penalty: 3354.061523
	Iteration 27Q: 3 clusters Score -3791958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -3791958.250000 Penalty: 3354.061523
	Iteration 28Q: 3 clusters Score -3791958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -3791955.750000 Penalty: 3354.061523
	Iteration 29Q: 3 clusters Score -3791956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3791957.750000 Penalty: 3354.061523
	Iteration 30Q: 3 clusters Score -3791958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -3791957.000000 Penalty: 3354.061523
	Iteration 31Q: 3 clusters Score -3791957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3791967.750000 Penalty: 3354.061523
	Iteration 32Q: 3 clusters Score -3791968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -3791977.000000 Penalty: 3354.061523
	Iteration 33Q: 3 clusters Score -3791977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -3791978.500000 Penalty: 3354.061523
	Iteration 34Q: 3 clusters Score -3791978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -3791981.750000 Penalty: 3354.061523
	Iteration 35Q: 3 clusters Score -3791982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -3791987.000000 Penalty: 3354.061523
	Iteration 36Q: 3 clusters Score -3791987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -3791990.500000 Penalty: 3354.061523
	Iteration 37Q: 3 clusters Score -3791990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -3792001.000000 Penalty: 3354.061523
	Iteration 38Q: 3 clusters Score -3792001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3792005.500000 Penalty: 3354.061523
	Iteration 39Q: 3 clusters Score -3792006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3792005.500000 Penalty: 3354.061523
	Iteration 40F: 3 clusters Score -3792006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Entering Unmasked Estep 
Score: -2747034.000000 Penalty: 1631.362549
	Iteration 0F: 2 clusters Score -2747034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2731477.500000 Penalty: 3262.725098
	Iteration 0F: 3 clusters Score -2731478 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2737158.000000 Penalty: 3262.725098
	Iteration 1F: 3 clusters Score -2737158 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2737516.250000 Penalty: 3262.725098
	Iteration 2Q: 3 clusters Score -2737516 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2737853.250000 Penalty: 3262.725098
	Iteration 3Q: 3 clusters Score -2737853 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2738202.750000 Penalty: 3262.725098
	Iteration 4Q: 3 clusters Score -2738203 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2738616.250000 Penalty: 3262.725098
	Iteration 5Q: 3 clusters Score -2738616 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2739151.500000 Penalty: 3262.725098
	Iteration 6Q: 3 clusters Score -2739152 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2739790.750000 Penalty: 3262.725098
	Iteration 7Q: 3 clusters Score -2739791 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2740467.250000 Penalty: 3262.725098
	Iteration 8F: 3 clusters Score -2740467 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2741087.000000 Penalty: 3262.725098
	Iteration 9F: 3 clusters Score -2741087 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2741582.250000 Penalty: 3262.725098
	Iteration 10Q: 3 clusters Score -2741582 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2741870.000000 Penalty: 3262.725098
	Iteration 11Q: 3 clusters Score -2741870 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2742051.250000 Penalty: 3262.725098
	Iteration 12Q: 3 clusters Score -2742051 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2742162.000000 Penalty: 3262.725098
	Iteration 13Q: 3 clusters Score -2742162 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2742233.250000 Penalty: 3262.725098
	Iteration 14Q: 3 clusters Score -2742233 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2742278.500000 Penalty: 3262.725098
	Iteration 15Q: 3 clusters Score -2742278 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2742323.500000 Penalty: 3262.725098
	Iteration 16Q: 3 clusters Score -2742324 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2742348.500000 Penalty: 3262.725098
	Iteration 17Q: 3 clusters Score -2742348 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2742391.750000 Penalty: 3262.725098
	Iteration 18Q: 3 clusters Score -2742392 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2742420.250000 Penalty: 3262.725098
	Iteration 19Q: 3 clusters Score -2742420 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2742445.500000 Penalty: 3262.725098
	Iteration 20F: 3 clusters Score -2742446 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2742480.000000 Penalty: 3262.725098
	Iteration 21Q: 3 clusters Score -2742480 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2742513.000000 Penalty: 3262.725098
	Iteration 22Q: 3 clusters Score -2742513 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2742546.250000 Penalty: 3262.725098
	Iteration 23Q: 3 clusters Score -2742546 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2742573.250000 Penalty: 3262.725098
	Iteration 24Q: 3 clusters Score -2742573 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2742616.250000 Penalty: 3262.725098
	Iteration 25Q: 3 clusters Score -2742616 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2742658.500000 Penalty: 3262.725098
	Iteration 26Q: 3 clusters Score -2742658 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2742712.750000 Penalty: 3262.725098
	Iteration 27Q: 3 clusters Score -2742713 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2742754.750000 Penalty: 3262.725098
	Iteration 28Q: 3 clusters Score -2742755 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2742792.000000 Penalty: 3262.725098
	Iteration 29Q: 3 clusters Score -2742792 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2742851.500000 Penalty: 3262.725098
	Iteration 30Q: 3 clusters Score -2742852 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2742918.500000 Penalty: 3262.725098
	Iteration 31Q: 3 clusters Score -2742918 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2742984.000000 Penalty: 3262.725098
	Iteration 32Q: 3 clusters Score -2742984 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2743046.250000 Penalty: 3262.725098
	Iteration 33Q: 3 clusters Score -2743046 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2743118.500000 Penalty: 3262.725098
	Iteration 34Q: 3 clusters Score -2743118 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2743207.000000 Penalty: 3262.725098
	Iteration 35Q: 3 clusters Score -2743207 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2743302.500000 Penalty: 3262.725098
	Iteration 36Q: 3 clusters Score -2743302 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2743410.250000 Penalty: 3262.725098
	Iteration 37Q: 3 clusters Score -2743410 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2743525.500000 Penalty: 3262.725098
	Iteration 38Q: 3 clusters Score -2743526 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2743650.000000 Penalty: 3262.725098
	Iteration 39Q: 3 clusters Score -2743650 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2743799.250000 Penalty: 3262.725098
	Iteration 40F: 3 clusters Score -2743799 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2743973.000000 Penalty: 3262.725098
	Iteration 41Q: 3 clusters Score -2743973 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2744135.500000 Penalty: 3262.725098
	Iteration 42Q: 3 clusters Score -2744136 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2744315.250000 Penalty: 3262.725098
	Iteration 43Q: 3 clusters Score -2744315 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2744471.250000 Penalty: 3262.725098
	Iteration 44Q: 3 clusters Score -2744471 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2744623.750000 Penalty: 3262.725098
	Iteration 45Q: 3 clusters Score -2744624 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2744750.000000 Penalty: 3262.725098
	Iteration 46Q: 3 clusters Score -2744750 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2744883.250000 Penalty: 3262.725098
	Iteration 47Q: 3 clusters Score -2744883 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2744986.000000 Penalty: 3262.725098
	Iteration 48Q: 3 clusters Score -2744986 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2745067.750000 Penalty: 3262.725098
	Iteration 49Q: 3 clusters Score -2745068 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2745138.500000 Penalty: 3262.725098
	Iteration 50Q: 3 clusters Score -2745138 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2745213.250000 Penalty: 3262.725098
	Iteration 51Q: 3 clusters Score -2745213 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2745270.250000 Penalty: 3262.725098
	Iteration 52Q: 3 clusters Score -2745270 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2745350.250000 Penalty: 3262.725098
	Iteration 53Q: 3 clusters Score -2745350 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2745420.000000 Penalty: 3262.725098
	Iteration 54Q: 3 clusters Score -2745420 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2745466.500000 Penalty: 3262.725098
	Iteration 55Q: 3 clusters Score -2745466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2745506.000000 Penalty: 3262.725098
	Iteration 56Q: 3 clusters Score -2745506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2745525.000000 Penalty: 3262.725098
	Iteration 57Q: 3 clusters Score -2745525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2745544.500000 Penalty: 3262.725098
	Iteration 58Q: 3 clusters Score -2745544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2745563.000000 Penalty: 3262.725098
	Iteration 59Q: 3 clusters Score -2745563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2745578.750000 Penalty: 3262.725098
	Iteration 60F: 3 clusters Score -2745579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2745603.750000 Penalty: 3262.725098
	Iteration 61Q: 3 clusters Score -2745604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2745627.500000 Penalty: 3262.725098
	Iteration 62Q: 3 clusters Score -2745628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2745638.250000 Penalty: 3262.725098
	Iteration 63Q: 3 clusters Score -2745638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2745645.750000 Penalty: 3262.725098
	Iteration 64Q: 3 clusters Score -2745646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2745647.250000 Penalty: 3262.725098
	Iteration 65Q: 3 clusters Score -2745647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2745654.000000 Penalty: 3262.725098
	Iteration 66Q: 3 clusters Score -2745654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2745658.250000 Penalty: 3262.725098
	Iteration 67Q: 3 clusters Score -2745658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2745663.500000 Penalty: 3262.725098
	Iteration 68Q: 3 clusters Score -2745664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2745666.500000 Penalty: 3262.725098
	Iteration 69Q: 3 clusters Score -2745666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2745665.750000 Penalty: 3262.725098
	Iteration 70Q: 3 clusters Score -2745666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2745668.500000 Penalty: 3262.725098
	Iteration 71Q: 3 clusters Score -2745668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2745668.500000 Penalty: 3262.725098
	Iteration 72F: 3 clusters Score -2745668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -15706.525391 Penalty: 814.228271
	Iteration 0F: 2 clusters Score -15706.53 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 82 members 
Entering Unmasked Estep 
Score: -15059.884766 Penalty: 1628.456543
	Iteration 0F: 3 clusters Score -15059.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15111.176758 Penalty: 1628.456543
	Iteration 1F: 3 clusters Score -15111.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15122.503906 Penalty: 1628.456543
	Iteration 2Q: 3 clusters Score -15122.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15125.937500 Penalty: 1628.456543
	Iteration 3Q: 3 clusters Score -15125.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15125.937500 Penalty: 1628.456543
	Iteration 4F: 3 clusters Score -15125.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -217207.218750 Penalty: 1210.637939
	Iteration 0F: 2 clusters Score -217207.2 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 881 members 
Entering Unmasked Estep 
Score: -215307.796875 Penalty: 2421.275879
	Iteration 0F: 3 clusters Score -215307.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -215685.968750 Penalty: 2421.275879
	Iteration 1F: 3 clusters Score -215686 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -215763.718750 Penalty: 2421.275879
	Iteration 2F: 3 clusters Score -215763.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -215796.421875 Penalty: 2421.275879
	Iteration 3Q: 3 clusters Score -215796.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -215819.187500 Penalty: 2421.275879
	Iteration 4Q: 3 clusters Score -215819.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -215837.937500 Penalty: 2421.275879
	Iteration 5Q: 3 clusters Score -215837.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -215855.750000 Penalty: 2421.275879
	Iteration 6Q: 3 clusters Score -215855.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -215867.171875 Penalty: 2421.275879
	Iteration 7Q: 3 clusters Score -215867.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -215880.343750 Penalty: 2421.275879
	Iteration 8Q: 3 clusters Score -215880.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -215885.562500 Penalty: 2421.275879
	Iteration 9Q: 3 clusters Score -215885.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -215890.234375 Penalty: 2421.275879
	Iteration 10Q: 3 clusters Score -215890.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -215894.875000 Penalty: 2421.275879
	Iteration 11Q: 3 clusters Score -215894.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -215896.562500 Penalty: 2421.275879
	Iteration 12Q: 3 clusters Score -215896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -215897.281250 Penalty: 2421.275879
	Iteration 13Q: 3 clusters Score -215897.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -215897.390625 Penalty: 2421.275879
	Iteration 14Q: 3 clusters Score -215897.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -215897.390625 Penalty: 2421.275879
	Iteration 15F: 3 clusters Score -215897.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Entering Unmasked Estep 
Score: -1444023.625000 Penalty: 1522.151733
	Iteration 0F: 2 clusters Score -1444024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1435678.875000 Penalty: 3044.303467
	Iteration 0F: 3 clusters Score -1435679 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1438287.875000 Penalty: 3044.303467
	Iteration 1F: 3 clusters Score -1438288 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1438503.750000 Penalty: 3044.303467
	Iteration 2F: 3 clusters Score -1438504 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1438689.625000 Penalty: 3044.303467
	Iteration 3Q: 3 clusters Score -1438690 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1438853.750000 Penalty: 3044.303467
	Iteration 4Q: 3 clusters Score -1438854 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1439057.750000 Penalty: 3044.303467
	Iteration 5Q: 3 clusters Score -1439058 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1439328.625000 Penalty: 3044.303467
	Iteration 6Q: 3 clusters Score -1439329 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1439689.500000 Penalty: 3044.303467
	Iteration 7F: 3 clusters Score -1439690 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1440163.875000 Penalty: 3044.303467
	Iteration 8F: 3 clusters Score -1440164 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1440723.750000 Penalty: 3044.303467
	Iteration 9F: 3 clusters Score -1440724 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1441339.500000 Penalty: 3044.303467
	Iteration 10F: 3 clusters Score -1441340 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1441836.375000 Penalty: 3044.303467
	Iteration 11Q: 3 clusters Score -1441836 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1442162.875000 Penalty: 3044.303467
	Iteration 12Q: 3 clusters Score -1442163 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1442345.000000 Penalty: 3044.303467
	Iteration 13Q: 3 clusters Score -1442345 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1442460.250000 Penalty: 3044.303467
	Iteration 14Q: 3 clusters Score -1442460 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1442522.375000 Penalty: 3044.303467
	Iteration 15Q: 3 clusters Score -1442522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1442580.250000 Penalty: 3044.303467
	Iteration 16Q: 3 clusters Score -1442580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1442604.375000 Penalty: 3044.303467
	Iteration 17Q: 3 clusters Score -1442604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1442623.750000 Penalty: 3044.303467
	Iteration 18Q: 3 clusters Score -1442624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1442641.500000 Penalty: 3044.303467
	Iteration 19Q: 3 clusters Score -1442642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1442661.875000 Penalty: 3044.303467
	Iteration 20F: 3 clusters Score -1442662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1442672.000000 Penalty: 3044.303467
	Iteration 21Q: 3 clusters Score -1442672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1442684.500000 Penalty: 3044.303467
	Iteration 22Q: 3 clusters Score -1442684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1442696.250000 Penalty: 3044.303467
	Iteration 23Q: 3 clusters Score -1442696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1442704.250000 Penalty: 3044.303467
	Iteration 24Q: 3 clusters Score -1442704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1442707.500000 Penalty: 3044.303467
	Iteration 25Q: 3 clusters Score -1442708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1442711.500000 Penalty: 3044.303467
	Iteration 26Q: 3 clusters Score -1442712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1442716.125000 Penalty: 3044.303467
	Iteration 27Q: 3 clusters Score -1442716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1442716.125000 Penalty: 3044.303467
	Iteration 28F: 3 clusters Score -1442716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Entering Unmasked Estep 
Score: -2453959.250000 Penalty: 1609.641357
	Iteration 0F: 2 clusters Score -2453959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2440299.500000 Penalty: 3219.282715
	Iteration 0F: 3 clusters Score -2440300 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2445182.000000 Penalty: 3219.282715
	Iteration 1F: 3 clusters Score -2445182 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2445585.250000 Penalty: 3219.282715
	Iteration 2Q: 3 clusters Score -2445585 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2446017.500000 Penalty: 3219.282715
	Iteration 3Q: 3 clusters Score -2446018 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2446522.250000 Penalty: 3219.282715
	Iteration 4Q: 3 clusters Score -2446522 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2447073.250000 Penalty: 3219.282715
	Iteration 5F: 3 clusters Score -2447073 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2447739.750000 Penalty: 3219.282715
	Iteration 6F: 3 clusters Score -2447740 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2448506.500000 Penalty: 3219.282715
	Iteration 7F: 3 clusters Score -2448506 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2449307.000000 Penalty: 3219.282715
	Iteration 8F: 3 clusters Score -2449307 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2450002.750000 Penalty: 3219.282715
	Iteration 9Q: 3 clusters Score -2450003 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2450486.250000 Penalty: 3219.282715
	Iteration 10Q: 3 clusters Score -2450486 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2450826.750000 Penalty: 3219.282715
	Iteration 11Q: 3 clusters Score -2450827 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2451080.750000 Penalty: 3219.282715
	Iteration 12Q: 3 clusters Score -2451081 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2451284.750000 Penalty: 3219.282715
	Iteration 13Q: 3 clusters Score -2451285 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2451435.250000 Penalty: 3219.282715
	Iteration 14Q: 3 clusters Score -2451435 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2451604.500000 Penalty: 3219.282715
	Iteration 15Q: 3 clusters Score -2451604 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2451749.250000 Penalty: 3219.282715
	Iteration 16Q: 3 clusters Score -2451749 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2451867.750000 Penalty: 3219.282715
	Iteration 17Q: 3 clusters Score -2451868 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2451974.000000 Penalty: 3219.282715
	Iteration 18Q: 3 clusters Score -2451974 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2452058.250000 Penalty: 3219.282715
	Iteration 19Q: 3 clusters Score -2452058 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2452116.500000 Penalty: 3219.282715
	Iteration 20F: 3 clusters Score -2452116 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2452162.250000 Penalty: 3219.282715
	Iteration 21Q: 3 clusters Score -2452162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2452208.250000 Penalty: 3219.282715
	Iteration 22Q: 3 clusters Score -2452208 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2452253.500000 Penalty: 3219.282715
	Iteration 23Q: 3 clusters Score -2452254 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2452296.750000 Penalty: 3219.282715
	Iteration 24Q: 3 clusters Score -2452297 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2452332.000000 Penalty: 3219.282715
	Iteration 25Q: 3 clusters Score -2452332 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2452374.000000 Penalty: 3219.282715
	Iteration 26Q: 3 clusters Score -2452374 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2452420.250000 Penalty: 3219.282715
	Iteration 27Q: 3 clusters Score -2452420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2452451.250000 Penalty: 3219.282715
	Iteration 28Q: 3 clusters Score -2452451 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2452477.750000 Penalty: 3219.282715
	Iteration 29Q: 3 clusters Score -2452478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2452515.000000 Penalty: 3219.282715
	Iteration 30Q: 3 clusters Score -2452515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2452538.000000 Penalty: 3219.282715
	Iteration 31Q: 3 clusters Score -2452538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2452558.500000 Penalty: 3219.282715
	Iteration 32Q: 3 clusters Score -2452558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2452572.250000 Penalty: 3219.282715
	Iteration 33Q: 3 clusters Score -2452572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2452591.000000 Penalty: 3219.282715
	Iteration 34Q: 3 clusters Score -2452591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2452591.250000 Penalty: 3219.282715
	Iteration 35Q: 3 clusters Score -2452591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2452603.500000 Penalty: 3219.282715
	Iteration 36Q: 3 clusters Score -2452604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2452604.250000 Penalty: 3219.282715
	Iteration 37Q: 3 clusters Score -2452604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2452615.000000 Penalty: 3219.282715
	Iteration 38Q: 3 clusters Score -2452615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2452618.750000 Penalty: 3219.282715
	Iteration 39Q: 3 clusters Score -2452619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2452619.500000 Penalty: 3219.282715
	Iteration 40F: 3 clusters Score -2452620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2452623.250000 Penalty: 3219.282715
	Iteration 41Q: 3 clusters Score -2452623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2452621.000000 Penalty: 3219.282715
	Iteration 42Q: 3 clusters Score -2452621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2452626.000000 Penalty: 3219.282715
	Iteration 43Q: 3 clusters Score -2452626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2452623.750000 Penalty: 3219.282715
	Iteration 44Q: 3 clusters Score -2452624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2452625.750000 Penalty: 3219.282715
	Iteration 45Q: 3 clusters Score -2452626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2452626.750000 Penalty: 3219.282715
	Iteration 46Q: 3 clusters Score -2452627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2452626.000000 Penalty: 3219.282715
	Iteration 47Q: 3 clusters Score -2452626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2452626.250000 Penalty: 3219.282715
	Iteration 48Q: 3 clusters Score -2452626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2452625.250000 Penalty: 3219.282715
	Iteration 49Q: 3 clusters Score -2452625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2452627.500000 Penalty: 3219.282715
	Iteration 50Q: 3 clusters Score -2452628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2452631.750000 Penalty: 3219.282715
	Iteration 51Q: 3 clusters Score -2452632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2452631.750000 Penalty: 3219.282715
	Iteration 52Q: 3 clusters Score -2452632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2452634.250000 Penalty: 3219.282715
	Iteration 53Q: 3 clusters Score -2452634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2452641.750000 Penalty: 3219.282715
	Iteration 54Q: 3 clusters Score -2452642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2452642.000000 Penalty: 3219.282715
	Iteration 55Q: 3 clusters Score -2452642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2452642.250000 Penalty: 3219.282715
	Iteration 56Q: 3 clusters Score -2452642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2452644.250000 Penalty: 3219.282715
	Iteration 57Q: 3 clusters Score -2452644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2452648.500000 Penalty: 3219.282715
	Iteration 58Q: 3 clusters Score -2452648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2452647.750000 Penalty: 3219.282715
	Iteration 59Q: 3 clusters Score -2452648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2452648.500000 Penalty: 3219.282715
	Iteration 60F: 3 clusters Score -2452648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2452647.500000 Penalty: 3219.282715
	Iteration 61Q: 3 clusters Score -2452648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2452653.000000 Penalty: 3219.282715
	Iteration 62Q: 3 clusters Score -2452653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2452653.250000 Penalty: 3219.282715
	Iteration 63Q: 3 clusters Score -2452653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2452654.000000 Penalty: 3219.282715
	Iteration 64Q: 3 clusters Score -2452654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2452654.750000 Penalty: 3219.282715
	Iteration 65Q: 3 clusters Score -2452655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2452652.000000 Penalty: 3219.282715
	Iteration 66Q: 3 clusters Score -2452652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2452655.750000 Penalty: 3219.282715
	Iteration 67Q: 3 clusters Score -2452656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2452653.750000 Penalty: 3219.282715
	Iteration 68Q: 3 clusters Score -2452654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2452653.750000 Penalty: 3219.282715
	Iteration 69F: 3 clusters Score -2452654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Entering Unmasked Estep 
Score: -3213070.500000 Penalty: 1654.321045
	Iteration 0F: 2 clusters Score -3213070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3195183.500000 Penalty: 3308.642090
	Iteration 0F: 3 clusters Score -3195184 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3201844.500000 Penalty: 3308.642090
	Iteration 1F: 3 clusters Score -3201844 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3202186.250000 Penalty: 3308.642090
	Iteration 2Q: 3 clusters Score -3202186 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -3202524.750000 Penalty: 3308.642090
	Iteration 3Q: 3 clusters Score -3202525 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3202865.750000 Penalty: 3308.642090
	Iteration 4Q: 3 clusters Score -3202866 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3203234.250000 Penalty: 3308.642090
	Iteration 5Q: 3 clusters Score -3203234 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3203615.750000 Penalty: 3308.642090
	Iteration 6Q: 3 clusters Score -3203616 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3204061.750000 Penalty: 3308.642090
	Iteration 7Q: 3 clusters Score -3204062 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3204690.000000 Penalty: 3308.642090
	Iteration 8Q: 3 clusters Score -3204690 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3205575.250000 Penalty: 3308.642090
	Iteration 9F: 3 clusters Score -3205575 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3206702.500000 Penalty: 3308.642090
	Iteration 10F: 3 clusters Score -3206702 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3208073.500000 Penalty: 3308.642090
	Iteration 11F: 3 clusters Score -3208074 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3209243.750000 Penalty: 3308.642090
	Iteration 12F: 3 clusters Score -3209244 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3210155.250000 Penalty: 3308.642090
	Iteration 13Q: 3 clusters Score -3210155 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3210777.250000 Penalty: 3308.642090
	Iteration 14Q: 3 clusters Score -3210777 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3211122.000000 Penalty: 3308.642090
	Iteration 15Q: 3 clusters Score -3211122 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3211319.250000 Penalty: 3308.642090
	Iteration 16Q: 3 clusters Score -3211319 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3211457.500000 Penalty: 3308.642090
	Iteration 17Q: 3 clusters Score -3211458 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3211529.000000 Penalty: 3308.642090
	Iteration 18Q: 3 clusters Score -3211529 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3211581.250000 Penalty: 3308.642090
	Iteration 19Q: 3 clusters Score -3211581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3211611.000000 Penalty: 3308.642090
	Iteration 20F: 3 clusters Score -3211611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3211634.000000 Penalty: 3308.642090
	Iteration 21Q: 3 clusters Score -3211634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3211649.750000 Penalty: 3308.642090
	Iteration 22Q: 3 clusters Score -3211650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3211661.500000 Penalty: 3308.642090
	Iteration 23Q: 3 clusters Score -3211662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3211679.750000 Penalty: 3308.642090
	Iteration 24Q: 3 clusters Score -3211680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3211687.000000 Penalty: 3308.642090
	Iteration 25Q: 3 clusters Score -3211687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3211705.750000 Penalty: 3308.642090
	Iteration 26Q: 3 clusters Score -3211706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3211713.750000 Penalty: 3308.642090
	Iteration 27Q: 3 clusters Score -3211714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3211726.500000 Penalty: 3308.642090
	Iteration 28Q: 3 clusters Score -3211726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3211739.250000 Penalty: 3308.642090
	Iteration 29Q: 3 clusters Score -3211739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3211746.500000 Penalty: 3308.642090
	Iteration 30Q: 3 clusters Score -3211746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3211755.500000 Penalty: 3308.642090
	Iteration 31Q: 3 clusters Score -3211756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3211758.500000 Penalty: 3308.642090
	Iteration 32Q: 3 clusters Score -3211758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3211763.000000 Penalty: 3308.642090
	Iteration 33Q: 3 clusters Score -3211763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3211763.500000 Penalty: 3308.642090
	Iteration 34Q: 3 clusters Score -3211764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3211766.500000 Penalty: 3308.642090
	Iteration 35Q: 3 clusters Score -3211766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3211766.750000 Penalty: 3308.642090
	Iteration 36Q: 3 clusters Score -3211767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3211767.000000 Penalty: 3308.642090
	Iteration 37Q: 3 clusters Score -3211767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3211770.750000 Penalty: 3308.642090
	Iteration 38Q: 3 clusters Score -3211771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3211771.000000 Penalty: 3308.642090
	Iteration 39Q: 3 clusters Score -3211771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3211776.500000 Penalty: 3308.642090
	Iteration 40F: 3 clusters Score -3211776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3211781.750000 Penalty: 3308.642090
	Iteration 41Q: 3 clusters Score -3211782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3211777.000000 Penalty: 3308.642090
	Iteration 42Q: 3 clusters Score -3211777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3211779.750000 Penalty: 3308.642090
	Iteration 43Q: 3 clusters Score -3211780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3211779.500000 Penalty: 3308.642090
	Iteration 44Q: 3 clusters Score -3211780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3211781.250000 Penalty: 3308.642090
	Iteration 45Q: 3 clusters Score -3211781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3211784.500000 Penalty: 3308.642090
	Iteration 46Q: 3 clusters Score -3211784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3211783.500000 Penalty: 3308.642090
	Iteration 47Q: 3 clusters Score -3211784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3211783.500000 Penalty: 3308.642090
	Iteration 48F: 3 clusters Score -3211784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -179584.593750 Penalty: 1193.726685
	Iteration 0F: 2 clusters Score -179584.6 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 786 members 
Entering Unmasked Estep 
Score: -177752.578125 Penalty: 2387.453369
	Iteration 0F: 3 clusters Score -177752.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -178120.968750 Penalty: 2387.453369
	Iteration 1F: 3 clusters Score -178121 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -178222.421875 Penalty: 2387.453369
	Iteration 2F: 3 clusters Score -178222.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -178278.453125 Penalty: 2387.453369
	Iteration 3Q: 3 clusters Score -178278.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178316.953125 Penalty: 2387.453369
	Iteration 4Q: 3 clusters Score -178317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -178341.187500 Penalty: 2387.453369
	Iteration 5Q: 3 clusters Score -178341.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -178358.031250 Penalty: 2387.453369
	Iteration 6Q: 3 clusters Score -178358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -178364.921875 Penalty: 2387.453369
	Iteration 7Q: 3 clusters Score -178364.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -178369.218750 Penalty: 2387.453369
	Iteration 8Q: 3 clusters Score -178369.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -178375.593750 Penalty: 2387.453369
	Iteration 9Q: 3 clusters Score -178375.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -178389.703125 Penalty: 2387.453369
	Iteration 10Q: 3 clusters Score -178389.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -178402.921875 Penalty: 2387.453369
	Iteration 11Q: 3 clusters Score -178402.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -178412.015625 Penalty: 2387.453369
	Iteration 12Q: 3 clusters Score -178412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -178419.921875 Penalty: 2387.453369
	Iteration 13Q: 3 clusters Score -178419.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -178428.656250 Penalty: 2387.453369
	Iteration 14Q: 3 clusters Score -178428.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -178432.890625 Penalty: 2387.453369
	Iteration 15Q: 3 clusters Score -178432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178435.281250 Penalty: 2387.453369
	Iteration 16Q: 3 clusters Score -178435.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -178437.390625 Penalty: 2387.453369
	Iteration 17Q: 3 clusters Score -178437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -178440.671875 Penalty: 2387.453369
	Iteration 18Q: 3 clusters Score -178440.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -178443.796875 Penalty: 2387.453369
	Iteration 19Q: 3 clusters Score -178443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -178445.109375 Penalty: 2387.453369
	Iteration 20F: 3 clusters Score -178445.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -178446.640625 Penalty: 2387.453369
	Iteration 21Q: 3 clusters Score -178446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -178447.140625 Penalty: 2387.453369
	Iteration 22Q: 3 clusters Score -178447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -178447.140625 Penalty: 2387.453369
	Iteration 23F: 3 clusters Score -178447.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Entering Unmasked Estep 
Score: -2810239.500000 Penalty: 1633.252686
	Iteration 0F: 2 clusters Score -2810240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2794679.500000 Penalty: 3266.505371
	Iteration 0F: 3 clusters Score -2794680 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2800322.250000 Penalty: 3266.505371
	Iteration 1F: 3 clusters Score -2800322 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2800648.000000 Penalty: 3266.505371
	Iteration 2Q: 3 clusters Score -2800648 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2800940.750000 Penalty: 3266.505371
	Iteration 3Q: 3 clusters Score -2800941 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2801220.500000 Penalty: 3266.505371
	Iteration 4Q: 3 clusters Score -2801220 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2801516.750000 Penalty: 3266.505371
	Iteration 5Q: 3 clusters Score -2801517 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2801867.000000 Penalty: 3266.505371
	Iteration 6Q: 3 clusters Score -2801867 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2802329.250000 Penalty: 3266.505371
	Iteration 7Q: 3 clusters Score -2802329 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2802873.250000 Penalty: 3266.505371
	Iteration 8Q: 3 clusters Score -2802873 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2803534.000000 Penalty: 3266.505371
	Iteration 9F: 3 clusters Score -2803534 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2804218.250000 Penalty: 3266.505371
	Iteration 10Q: 3 clusters Score -2804218 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2804903.000000 Penalty: 3266.505371
	Iteration 11Q: 3 clusters Score -2804903 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2805549.500000 Penalty: 3266.505371
	Iteration 12Q: 3 clusters Score -2805550 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2805965.000000 Penalty: 3266.505371
	Iteration 13Q: 3 clusters Score -2805965 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2806221.500000 Penalty: 3266.505371
	Iteration 14Q: 3 clusters Score -2806222 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2806357.000000 Penalty: 3266.505371
	Iteration 15Q: 3 clusters Score -2806357 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2806490.500000 Penalty: 3266.505371
	Iteration 16Q: 3 clusters Score -2806490 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2806619.250000 Penalty: 3266.505371
	Iteration 17Q: 3 clusters Score -2806619 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2806742.750000 Penalty: 3266.505371
	Iteration 18Q: 3 clusters Score -2806743 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2806874.750000 Penalty: 3266.505371
	Iteration 19Q: 3 clusters Score -2806875 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2806998.250000 Penalty: 3266.505371
	Iteration 20F: 3 clusters Score -2806998 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2807141.000000 Penalty: 3266.505371
	Iteration 21Q: 3 clusters Score -2807141 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2807297.750000 Penalty: 3266.505371
	Iteration 22Q: 3 clusters Score -2807298 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2807456.250000 Penalty: 3266.505371
	Iteration 23Q: 3 clusters Score -2807456 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2807677.250000 Penalty: 3266.505371
	Iteration 24Q: 3 clusters Score -2807677 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2807917.750000 Penalty: 3266.505371
	Iteration 25Q: 3 clusters Score -2807918 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2808103.000000 Penalty: 3266.505371
	Iteration 26Q: 3 clusters Score -2808103 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2808289.250000 Penalty: 3266.505371
	Iteration 27Q: 3 clusters Score -2808289 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2808472.500000 Penalty: 3266.505371
	Iteration 28Q: 3 clusters Score -2808472 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2808597.500000 Penalty: 3266.505371
	Iteration 29Q: 3 clusters Score -2808598 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2808691.750000 Penalty: 3266.505371
	Iteration 30Q: 3 clusters Score -2808692 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2808783.250000 Penalty: 3266.505371
	Iteration 31Q: 3 clusters Score -2808783 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2808872.000000 Penalty: 3266.505371
	Iteration 32Q: 3 clusters Score -2808872 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2808959.500000 Penalty: 3266.505371
	Iteration 33Q: 3 clusters Score -2808960 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2809044.750000 Penalty: 3266.505371
	Iteration 34Q: 3 clusters Score -2809045 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2809097.000000 Penalty: 3266.505371
	Iteration 35Q: 3 clusters Score -2809097 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2809154.000000 Penalty: 3266.505371
	Iteration 36Q: 3 clusters Score -2809154 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2809179.750000 Penalty: 3266.505371
	Iteration 37Q: 3 clusters Score -2809180 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2809223.250000 Penalty: 3266.505371
	Iteration 38Q: 3 clusters Score -2809223 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2809239.000000 Penalty: 3266.505371
	Iteration 39Q: 3 clusters Score -2809239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2809257.750000 Penalty: 3266.505371
	Iteration 40F: 3 clusters Score -2809258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2809266.500000 Penalty: 3266.505371
	Iteration 41Q: 3 clusters Score -2809266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2809264.750000 Penalty: 3266.505371
	Iteration 42Q: 3 clusters Score -2809265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2809273.000000 Penalty: 3266.505371
	Iteration 43Q: 3 clusters Score -2809273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2809276.250000 Penalty: 3266.505371
	Iteration 44Q: 3 clusters Score -2809276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2809279.000000 Penalty: 3266.505371
	Iteration 45Q: 3 clusters Score -2809279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2809278.750000 Penalty: 3266.505371
	Iteration 46Q: 3 clusters Score -2809279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2809282.500000 Penalty: 3266.505371
	Iteration 47Q: 3 clusters Score -2809282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2809285.250000 Penalty: 3266.505371
	Iteration 48Q: 3 clusters Score -2809285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2809293.000000 Penalty: 3266.505371
	Iteration 49Q: 3 clusters Score -2809293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2809305.750000 Penalty: 3266.505371
	Iteration 50Q: 3 clusters Score -2809306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2809301.750000 Penalty: 3266.505371
	Iteration 51Q: 3 clusters Score -2809302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2809304.750000 Penalty: 3266.505371
	Iteration 52Q: 3 clusters Score -2809305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2809299.750000 Penalty: 3266.505371
	Iteration 53Q: 3 clusters Score -2809300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2809299.250000 Penalty: 3266.505371
	Iteration 54Q: 3 clusters Score -2809299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2809306.250000 Penalty: 3266.505371
	Iteration 55Q: 3 clusters Score -2809306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2809311.250000 Penalty: 3266.505371
	Iteration 56Q: 3 clusters Score -2809311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2809314.500000 Penalty: 3266.505371
	Iteration 57Q: 3 clusters Score -2809314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2809312.750000 Penalty: 3266.505371
	Iteration 58Q: 3 clusters Score -2809313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2809315.250000 Penalty: 3266.505371
	Iteration 59Q: 3 clusters Score -2809315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2809317.750000 Penalty: 3266.505371
	Iteration 60F: 3 clusters Score -2809318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2809317.750000 Penalty: 3266.505371
	Iteration 61Q: 3 clusters Score -2809318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2809318.000000 Penalty: 3266.505371
	Iteration 62Q: 3 clusters Score -2809318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2809319.000000 Penalty: 3266.505371
	Iteration 63Q: 3 clusters Score -2809319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2809318.250000 Penalty: 3266.505371
	Iteration 64Q: 3 clusters Score -2809318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2809324.250000 Penalty: 3266.505371
	Iteration 65Q: 3 clusters Score -2809324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2809323.500000 Penalty: 3266.505371
	Iteration 66Q: 3 clusters Score -2809324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2809325.500000 Penalty: 3266.505371
	Iteration 67Q: 3 clusters Score -2809326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2809324.250000 Penalty: 3266.505371
	Iteration 68Q: 3 clusters Score -2809324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2809322.750000 Penalty: 3266.505371
	Iteration 69Q: 3 clusters Score -2809323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2809324.000000 Penalty: 3266.505371
	Iteration 70Q: 3 clusters Score -2809324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2809322.250000 Penalty: 3266.505371
	Iteration 71Q: 3 clusters Score -2809322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2809321.500000 Penalty: 3266.505371
	Iteration 72Q: 3 clusters Score -2809322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2809320.500000 Penalty: 3266.505371
	Iteration 73Q: 3 clusters Score -2809320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2809321.250000 Penalty: 3266.505371
	Iteration 74Q: 3 clusters Score -2809321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2809321.500000 Penalty: 3266.505371
	Iteration 75Q: 3 clusters Score -2809322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2809318.000000 Penalty: 3266.505371
	Iteration 76Q: 3 clusters Score -2809318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2809319.250000 Penalty: 3266.505371
	Iteration 77Q: 3 clusters Score -2809319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2809320.000000 Penalty: 3266.505371
	Iteration 78Q: 3 clusters Score -2809320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2809318.500000 Penalty: 3266.505371
	Iteration 79Q: 3 clusters Score -2809318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2809320.250000 Penalty: 3266.505371
	Iteration 80F: 3 clusters Score -2809320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2809318.750000 Penalty: 3266.505371
	Iteration 81Q: 3 clusters Score -2809319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2809321.750000 Penalty: 3266.505371
	Iteration 82Q: 3 clusters Score -2809322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2809321.250000 Penalty: 3266.505371
	Iteration 83Q: 3 clusters Score -2809321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2809324.250000 Penalty: 3266.505371
	Iteration 84Q: 3 clusters Score -2809324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2809324.500000 Penalty: 3266.505371
	Iteration 85Q: 3 clusters Score -2809324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2809325.000000 Penalty: 3266.505371
	Iteration 86Q: 3 clusters Score -2809325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2809326.000000 Penalty: 3266.505371
	Iteration 87Q: 3 clusters Score -2809326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2809328.000000 Penalty: 3266.505371
	Iteration 88Q: 3 clusters Score -2809328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2809328.750000 Penalty: 3266.505371
	Iteration 89Q: 3 clusters Score -2809329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2809327.000000 Penalty: 3266.505371
	Iteration 90Q: 3 clusters Score -2809327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2809327.000000 Penalty: 3266.505371
	Iteration 91Q: 3 clusters Score -2809327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2809327.500000 Penalty: 3266.505371
	Iteration 92Q: 3 clusters Score -2809328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2809327.000000 Penalty: 3266.505371
	Iteration 93Q: 3 clusters Score -2809327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2809329.250000 Penalty: 3266.505371
	Iteration 94Q: 3 clusters Score -2809329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2809326.750000 Penalty: 3266.505371
	Iteration 95Q: 3 clusters Score -2809327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2809326.750000 Penalty: 3266.505371
	Iteration 96F: 3 clusters Score -2809327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4549 members 
Mstep: Class 5 contains 23576 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 23993 members 
Mstep: Class 8 contains 30339 members 
Mstep: Class 10 contains 22906 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 11697 members 
Mstep: Class 15 contains 20040 members 
Mstep: Class 18 contains 26382 members 
Mstep: Class 19 contains 1550 members 
Mstep: Class 20 contains 23174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26436346.000000 Penalty: 29981.072266
Iteration 39Q: 16 clusters Score -2.643635e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 23551 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 24355 members 
Mstep: Class 8 contains 29862 members 
Mstep: Class 10 contains 22721 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1705 members 
Mstep: Class 14 contains 11746 members 
Mstep: Class 15 contains 20293 members 
Mstep: Class 18 contains 26722 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 23085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26437548.000000 Penalty: 29981.072266
Iteration 40F: 16 clusters Score -2.643755e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4529 members 
Mstep: Class 5 contains 23487 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 24443 members 
Mstep: Class 8 contains 29776 members 
Mstep: Class 10 contains 22573 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 11813 members 
Mstep: Class 15 contains 20347 members 
Mstep: Class 18 contains 26959 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 22624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26437694.000000 Penalty: 29981.072266
Iteration 41Q: 16 clusters Score -2.643769e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 23444 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 24598 members 
Mstep: Class 8 contains 29532 members 
Mstep: Class 10 contains 22421 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1659 members 
Mstep: Class 14 contains 11867 members 
Mstep: Class 15 contains 20416 members 
Mstep: Class 18 contains 27190 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 22256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438076.000000 Penalty: 29981.072266
Iteration 42Q: 16 clusters Score -2.643808e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4545 members 
Mstep: Class 5 contains 23426 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 24784 members 
Mstep: Class 8 contains 29246 members 
Mstep: Class 10 contains 22279 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1640 members 
Mstep: Class 14 contains 11910 members 
Mstep: Class 15 contains 20551 members 
Mstep: Class 18 contains 27358 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 21936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438256.000000 Penalty: 29981.072266
Iteration 43Q: 16 clusters Score -2.643826e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4563 members 
Mstep: Class 5 contains 23398 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 25032 members 
Mstep: Class 8 contains 28948 members 
Mstep: Class 10 contains 22139 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1610 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 20679 members 
Mstep: Class 18 contains 27423 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 21720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438646.000000 Penalty: 29981.072266
Iteration 44Q: 16 clusters Score -2.643865e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 23368 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 25301 members 
Mstep: Class 8 contains 28668 members 
Mstep: Class 10 contains 22013 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1586 members 
Mstep: Class 14 contains 12029 members 
Mstep: Class 15 contains 20800 members 
Mstep: Class 18 contains 27448 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 21521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439006.000000 Penalty: 29981.072266
Iteration 45Q: 16 clusters Score -2.643901e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4592 members 
Mstep: Class 5 contains 23340 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 25584 members 
Mstep: Class 8 contains 28451 members 
Mstep: Class 10 contains 21867 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1550 members 
Mstep: Class 14 contains 12078 members 
Mstep: Class 15 contains 20941 members 
Mstep: Class 18 contains 27418 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 21343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439270.000000 Penalty: 29981.072266
Iteration 46Q: 16 clusters Score -2.643927e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4610 members 
Mstep: Class 5 contains 23303 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 25825 members 
Mstep: Class 8 contains 28287 members 
Mstep: Class 10 contains 21750 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 21087 members 
Mstep: Class 18 contains 27330 members 
Mstep: Class 19 contains 1639 members 
Mstep: Class 20 contains 21230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439494.000000 Penalty: 29981.072266
Iteration 47Q: 16 clusters Score -2.643949e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 23289 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 26059 members 
Mstep: Class 8 contains 28175 members 
Mstep: Class 10 contains 21632 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 12186 members 
Mstep: Class 15 contains 21213 members 
Mstep: Class 18 contains 27222 members 
Mstep: Class 19 contains 1648 members 
Mstep: Class 20 contains 21141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439722.000000 Penalty: 29981.072266
Iteration 48Q: 16 clusters Score -2.643972e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 23290 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 26260 members 
Mstep: Class 8 contains 28086 members 
Mstep: Class 10 contains 21549 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 12234 members 
Mstep: Class 15 contains 21383 members 
Mstep: Class 18 contains 27109 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 21060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440030.000000 Penalty: 29981.072266
Iteration 49Q: 16 clusters Score -2.644003e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 23296 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 26431 members 
Mstep: Class 8 contains 28085 members 
Mstep: Class 10 contains 21476 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 12265 members 
Mstep: Class 15 contains 21564 members 
Mstep: Class 18 contains 26977 members 
Mstep: Class 19 contains 1669 members 
Mstep: Class 20 contains 21003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440100.000000 Penalty: 29981.072266
Iteration 50Q: 16 clusters Score -2.64401e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4649 members 
Mstep: Class 5 contains 23298 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 26550 members 
Mstep: Class 8 contains 28118 members 
Mstep: Class 10 contains 21395 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 12285 members 
Mstep: Class 15 contains 21738 members 
Mstep: Class 18 contains 26855 members 
Mstep: Class 19 contains 1670 members 
Mstep: Class 20 contains 20988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440254.000000 Penalty: 29981.072266
Iteration 51Q: 16 clusters Score -2.644025e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4656 members 
Mstep: Class 5 contains 23292 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 26635 members 
Mstep: Class 8 contains 28135 members 
Mstep: Class 10 contains 21334 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1389 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 21933 members 
Mstep: Class 18 contains 26746 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 21013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440248.000000 Penalty: 29981.072266
Iteration 52Q: 16 clusters Score -2.644025e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 23282 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 26689 members 
Mstep: Class 8 contains 28124 members 
Mstep: Class 10 contains 21282 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 12356 members 
Mstep: Class 15 contains 22128 members 
Mstep: Class 18 contains 26667 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 21037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1969.661743 but Gain 1998.738281
Score: -26440534.000000 Penalty: 27982.333984
Iteration 53Q: 15 clusters Score -2.644053e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4660 members 
Mstep: Class 5 contains 23275 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 26938 members 
Mstep: Class 8 contains 28191 members 
Mstep: Class 10 contains 21296 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 14 contains 12515 members 
Mstep: Class 15 contains 22478 members 
Mstep: Class 18 contains 26673 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 21364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442120.000000 Penalty: 27982.333984
Iteration 54Q: 15 clusters Score -2.644212e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4655 members 
Mstep: Class 5 contains 23254 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 26964 members 
Mstep: Class 8 contains 28146 members 
Mstep: Class 10 contains 21215 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 14 contains 12558 members 
Mstep: Class 15 contains 22688 members 
Mstep: Class 18 contains 26591 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 21477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442408.000000 Penalty: 27982.333984
Iteration 55Q: 15 clusters Score -2.644241e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 23222 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27024 members 
Mstep: Class 8 contains 28116 members 
Mstep: Class 10 contains 21127 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12597 members 
Mstep: Class 15 contains 22874 members 
Mstep: Class 18 contains 26504 members 
Mstep: Class 19 contains 1687 members 
Mstep: Class 20 contains 21549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442518.000000 Penalty: 27982.333984
Iteration 56Q: 15 clusters Score -2.644252e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 5 contains 23190 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27096 members 
Mstep: Class 8 contains 28121 members 
Mstep: Class 10 contains 21062 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12644 members 
Mstep: Class 15 contains 23054 members 
Mstep: Class 18 contains 26402 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 21594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442752.000000 Penalty: 27982.333984
Iteration 57Q: 15 clusters Score -2.644275e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4663 members 
Mstep: Class 5 contains 23160 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27175 members 
Mstep: Class 8 contains 28132 members 
Mstep: Class 10 contains 20995 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12686 members 
Mstep: Class 15 contains 23181 members 
Mstep: Class 18 contains 26298 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 21628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442884.000000 Penalty: 27982.333984
Iteration 58Q: 15 clusters Score -2.644288e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4669 members 
Mstep: Class 5 contains 23134 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27217 members 
Mstep: Class 8 contains 28178 members 
Mstep: Class 10 contains 20943 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12703 members 
Mstep: Class 15 contains 23251 members 
Mstep: Class 18 contains 26217 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 21670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442992.000000 Penalty: 27982.333984
Iteration 59Q: 15 clusters Score -2.644299e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4667 members 
Mstep: Class 5 contains 23109 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27238 members 
Mstep: Class 8 contains 28270 members 
Mstep: Class 10 contains 20897 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12720 members 
Mstep: Class 15 contains 23292 members 
Mstep: Class 18 contains 26138 members 
Mstep: Class 19 contains 1687 members 
Mstep: Class 20 contains 21688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443088.000000 Penalty: 27982.333984
Iteration 60F: 15 clusters Score -2.644309e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 23090 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27235 members 
Mstep: Class 8 contains 28410 members 
Mstep: Class 10 contains 20840 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12743 members 
Mstep: Class 15 contains 23285 members 
Mstep: Class 18 contains 26072 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 20 contains 21728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443188.000000 Penalty: 27982.333984
Iteration 61Q: 15 clusters Score -2.644319e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 23076 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27254 members 
Mstep: Class 8 contains 28546 members 
Mstep: Class 10 contains 20791 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12764 members 
Mstep: Class 15 contains 23293 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 20 contains 21730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443324.000000 Penalty: 27982.333984
Iteration 62Q: 15 clusters Score -2.644332e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4682 members 
Mstep: Class 5 contains 23059 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27255 members 
Mstep: Class 8 contains 28688 members 
Mstep: Class 10 contains 20744 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12788 members 
Mstep: Class 15 contains 23263 members 
Mstep: Class 18 contains 25935 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 21766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443404.000000 Penalty: 27982.333984
Iteration 63Q: 15 clusters Score -2.64434e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4689 members 
Mstep: Class 5 contains 23047 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27277 members 
Mstep: Class 8 contains 28838 members 
Mstep: Class 10 contains 20685 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12823 members 
Mstep: Class 15 contains 23238 members 
Mstep: Class 18 contains 25892 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 21778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443422.000000 Penalty: 27982.333984
Iteration 64Q: 15 clusters Score -2.644342e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4690 members 
Mstep: Class 5 contains 23029 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27297 members 
Mstep: Class 8 contains 29015 members 
Mstep: Class 10 contains 20628 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12848 members 
Mstep: Class 15 contains 23206 members 
Mstep: Class 18 contains 25853 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 21752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443476.000000 Penalty: 27982.333984
Iteration 65Q: 15 clusters Score -2.644348e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4692 members 
Mstep: Class 5 contains 23002 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27314 members 
Mstep: Class 8 contains 29213 members 
Mstep: Class 10 contains 20578 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12867 members 
Mstep: Class 15 contains 23151 members 
Mstep: Class 18 contains 25822 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 21706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443570.000000 Penalty: 27982.333984
Iteration 66Q: 15 clusters Score -2.644357e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4693 members 
Mstep: Class 5 contains 22991 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27337 members 
Mstep: Class 8 contains 29396 members 
Mstep: Class 10 contains 20543 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12886 members 
Mstep: Class 15 contains 23059 members 
Mstep: Class 18 contains 25771 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 21658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443646.000000 Penalty: 27982.333984
Iteration 67Q: 15 clusters Score -2.644365e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4691 members 
Mstep: Class 5 contains 22975 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27367 members 
Mstep: Class 8 contains 29640 members 
Mstep: Class 10 contains 20493 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12891 members 
Mstep: Class 15 contains 22926 members 
Mstep: Class 18 contains 25738 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 21587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443670.000000 Penalty: 27982.333984
Iteration 68Q: 15 clusters Score -2.644367e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4689 members 
Mstep: Class 5 contains 22966 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27402 members 
Mstep: Class 8 contains 29867 members 
Mstep: Class 10 contains 20434 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12878 members 
Mstep: Class 15 contains 22800 members 
Mstep: Class 18 contains 25703 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 21496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443822.000000 Penalty: 27982.333984
Iteration 69Q: 15 clusters Score -2.644382e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4687 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27420 members 
Mstep: Class 8 contains 30073 members 
Mstep: Class 10 contains 20402 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12865 members 
Mstep: Class 15 contains 22668 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 21411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443776.000000 Penalty: 27982.333984
Iteration 70Q: 15 clusters Score -2.644378e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 22950 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27440 members 
Mstep: Class 8 contains 30271 members 
Mstep: Class 10 contains 20371 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12858 members 
Mstep: Class 15 contains 22534 members 
Mstep: Class 18 contains 25656 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 21323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443854.000000 Penalty: 27982.333984
Iteration 71Q: 15 clusters Score -2.644385e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4678 members 
Mstep: Class 5 contains 22950 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27450 members 
Mstep: Class 8 contains 30457 members 
Mstep: Class 10 contains 20328 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12844 members 
Mstep: Class 15 contains 22413 members 
Mstep: Class 18 contains 25636 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 21259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443968.000000 Penalty: 27982.333984
Iteration 72Q: 15 clusters Score -2.644397e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4678 members 
Mstep: Class 5 contains 22945 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 30652 members 
Mstep: Class 10 contains 20284 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12843 members 
Mstep: Class 15 contains 22311 members 
Mstep: Class 18 contains 25596 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 21197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443858.000000 Penalty: 27982.333984
Iteration 73Q: 15 clusters Score -2.644386e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4677 members 
Mstep: Class 5 contains 22943 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27455 members 
Mstep: Class 8 contains 30831 members 
Mstep: Class 10 contains 20231 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12845 members 
Mstep: Class 15 contains 22235 members 
Mstep: Class 18 contains 25541 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 21143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443954.000000 Penalty: 27982.333984
Iteration 74Q: 15 clusters Score -2.644395e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4671 members 
Mstep: Class 5 contains 22959 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27479 members 
Mstep: Class 8 contains 30978 members 
Mstep: Class 10 contains 20185 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12841 members 
Mstep: Class 15 contains 22168 members 
Mstep: Class 18 contains 25524 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 21085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443986.000000 Penalty: 27982.333984
Iteration 75Q: 15 clusters Score -2.644399e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 22968 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27514 members 
Mstep: Class 8 contains 31099 members 
Mstep: Class 10 contains 20130 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12830 members 
Mstep: Class 15 contains 22083 members 
Mstep: Class 18 contains 25523 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 21036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444020.000000 Penalty: 27982.333984
Iteration 76Q: 15 clusters Score -2.644402e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4672 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27536 members 
Mstep: Class 8 contains 31209 members 
Mstep: Class 10 contains 20092 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12826 members 
Mstep: Class 15 contains 22025 members 
Mstep: Class 18 contains 25529 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 20970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444044.000000 Penalty: 27982.333984
Iteration 77Q: 15 clusters Score -2.644404e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4677 members 
Mstep: Class 5 contains 22972 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27558 members 
Mstep: Class 8 contains 31323 members 
Mstep: Class 10 contains 20048 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 21985 members 
Mstep: Class 18 contains 25535 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 20889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444104.000000 Penalty: 27982.333984
Iteration 78Q: 15 clusters Score -2.64441e+07 nChanged 789
Entering ConstructFrom: 
Score: -26444104.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (29345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Entering Unmasked Estep 
Score: -3597570.500000 Penalty: 1671.617676
	Iteration 0F: 2 clusters Score -3597570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3577977.500000 Penalty: 3343.235352
	Iteration 0F: 3 clusters Score -3577978 nChanged 13559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3585529.500000 Penalty: 3343.235352
	Iteration 1F: 3 clusters Score -3585530 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3585976.750000 Penalty: 3343.235352
	Iteration 2Q: 3 clusters Score -3585977 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3586399.000000 Penalty: 3343.235352
	Iteration 3Q: 3 clusters Score -3586399 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3586818.750000 Penalty: 3343.235352
	Iteration 4Q: 3 clusters Score -3586819 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3587309.000000 Penalty: 3343.235352
	Iteration 5Q: 3 clusters Score -3587309 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3587918.750000 Penalty: 3343.235352
	Iteration 6Q: 3 clusters Score -3587919 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3588677.500000 Penalty: 3343.235352
	Iteration 7Q: 3 clusters Score -3588678 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3589646.500000 Penalty: 3343.235352
	Iteration 8Q: 3 clusters Score -3589646 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3590687.500000 Penalty: 3343.235352
	Iteration 9F: 3 clusters Score -3590688 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3591606.000000 Penalty: 3343.235352
	Iteration 10Q: 3 clusters Score -3591606 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3592149.250000 Penalty: 3343.235352
	Iteration 11Q: 3 clusters Score -3592149 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3592468.250000 Penalty: 3343.235352
	Iteration 12Q: 3 clusters Score -3592468 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3592676.750000 Penalty: 3343.235352
	Iteration 13Q: 3 clusters Score -3592677 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3592915.750000 Penalty: 3343.235352
	Iteration 14Q: 3 clusters Score -3592916 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3593163.750000 Penalty: 3343.235352
	Iteration 15Q: 3 clusters Score -3593164 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3593444.000000 Penalty: 3343.235352
	Iteration 16Q: 3 clusters Score -3593444 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3593721.250000 Penalty: 3343.235352
	Iteration 17Q: 3 clusters Score -3593721 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3594010.500000 Penalty: 3343.235352
	Iteration 18Q: 3 clusters Score -3594010 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3594334.250000 Penalty: 3343.235352
	Iteration 19Q: 3 clusters Score -3594334 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -3594561.500000 Penalty: 3343.235352
	Iteration 20F: 3 clusters Score -3594562 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3594768.250000 Penalty: 3343.235352
	Iteration 21Q: 3 clusters Score -3594768 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3594920.250000 Penalty: 3343.235352
	Iteration 22Q: 3 clusters Score -3594920 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3595050.000000 Penalty: 3343.235352
	Iteration 23Q: 3 clusters Score -3595050 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3595177.500000 Penalty: 3343.235352
	Iteration 24Q: 3 clusters Score -3595178 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3595272.500000 Penalty: 3343.235352
	Iteration 25Q: 3 clusters Score -3595272 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3595352.750000 Penalty: 3343.235352
	Iteration 26Q: 3 clusters Score -3595353 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -3595437.250000 Penalty: 3343.235352
	Iteration 27Q: 3 clusters Score -3595437 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3595505.750000 Penalty: 3343.235352
	Iteration 28Q: 3 clusters Score -3595506 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3595566.500000 Penalty: 3343.235352
	Iteration 29Q: 3 clusters Score -3595566 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3595611.500000 Penalty: 3343.235352
	Iteration 30Q: 3 clusters Score -3595612 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3595658.750000 Penalty: 3343.235352
	Iteration 31Q: 3 clusters Score -3595659 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3595713.500000 Penalty: 3343.235352
	Iteration 32Q: 3 clusters Score -3595714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3595758.750000 Penalty: 3343.235352
	Iteration 33Q: 3 clusters Score -3595759 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3595784.000000 Penalty: 3343.235352
	Iteration 34Q: 3 clusters Score -3595784 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3595816.000000 Penalty: 3343.235352
	Iteration 35Q: 3 clusters Score -3595816 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3595851.000000 Penalty: 3343.235352
	Iteration 36Q: 3 clusters Score -3595851 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3595875.000000 Penalty: 3343.235352
	Iteration 37Q: 3 clusters Score -3595875 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3595901.250000 Penalty: 3343.235352
	Iteration 38Q: 3 clusters Score -3595901 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3595938.500000 Penalty: 3343.235352
	Iteration 39Q: 3 clusters Score -3595938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3595964.000000 Penalty: 3343.235352
	Iteration 40F: 3 clusters Score -3595964 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3595986.000000 Penalty: 3343.235352
	Iteration 41Q: 3 clusters Score -3595986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3595994.500000 Penalty: 3343.235352
	Iteration 42Q: 3 clusters Score -3595994 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3596006.750000 Penalty: 3343.235352
	Iteration 43Q: 3 clusters Score -3596007 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3596008.000000 Penalty: 3343.235352
	Iteration 44Q: 3 clusters Score -3596008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3596030.000000 Penalty: 3343.235352
	Iteration 45Q: 3 clusters Score -3596030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3596044.750000 Penalty: 3343.235352
	Iteration 46Q: 3 clusters Score -3596045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3596045.500000 Penalty: 3343.235352
	Iteration 47Q: 3 clusters Score -3596046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3596057.750000 Penalty: 3343.235352
	Iteration 48Q: 3 clusters Score -3596058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3596067.000000 Penalty: 3343.235352
	Iteration 49Q: 3 clusters Score -3596067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3596075.750000 Penalty: 3343.235352
	Iteration 50Q: 3 clusters Score -3596076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3596088.750000 Penalty: 3343.235352
	Iteration 51Q: 3 clusters Score -3596089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3596093.250000 Penalty: 3343.235352
	Iteration 52Q: 3 clusters Score -3596093 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3596107.500000 Penalty: 3343.235352
	Iteration 53Q: 3 clusters Score -3596108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3596115.000000 Penalty: 3343.235352
	Iteration 54Q: 3 clusters Score -3596115 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3596119.750000 Penalty: 3343.235352
	Iteration 55Q: 3 clusters Score -3596120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3596129.500000 Penalty: 3343.235352
	Iteration 56Q: 3 clusters Score -3596130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3596137.000000 Penalty: 3343.235352
	Iteration 57Q: 3 clusters Score -3596137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3596143.000000 Penalty: 3343.235352
	Iteration 58Q: 3 clusters Score -3596143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3596157.500000 Penalty: 3343.235352
	Iteration 59Q: 3 clusters Score -3596158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3596153.500000 Penalty: 3343.235352
	Iteration 60F: 3 clusters Score -3596154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3596163.000000 Penalty: 3343.235352
	Iteration 61Q: 3 clusters Score -3596163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3596163.000000 Penalty: 3343.235352
	Iteration 62Q: 3 clusters Score -3596163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3596162.500000 Penalty: 3343.235352
	Iteration 63Q: 3 clusters Score -3596162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3596167.500000 Penalty: 3343.235352
	Iteration 64Q: 3 clusters Score -3596168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3596162.500000 Penalty: 3343.235352
	Iteration 65Q: 3 clusters Score -3596162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3596169.250000 Penalty: 3343.235352
	Iteration 66Q: 3 clusters Score -3596169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3596174.250000 Penalty: 3343.235352
	Iteration 67Q: 3 clusters Score -3596174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3596170.250000 Penalty: 3343.235352
	Iteration 68Q: 3 clusters Score -3596170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3596171.250000 Penalty: 3343.235352
	Iteration 69Q: 3 clusters Score -3596171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3596179.500000 Penalty: 3343.235352
	Iteration 70Q: 3 clusters Score -3596180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3596184.000000 Penalty: 3343.235352
	Iteration 71Q: 3 clusters Score -3596184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -3596179.500000 Penalty: 3343.235352
	Iteration 72Q: 3 clusters Score -3596180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3596176.750000 Penalty: 3343.235352
	Iteration 73Q: 3 clusters Score -3596177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3596183.250000 Penalty: 3343.235352
	Iteration 74Q: 3 clusters Score -3596183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3596177.000000 Penalty: 3343.235352
	Iteration 75Q: 3 clusters Score -3596177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3596174.750000 Penalty: 3343.235352
	Iteration 76Q: 3 clusters Score -3596175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3596179.750000 Penalty: 3343.235352
	Iteration 77Q: 3 clusters Score -3596180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3596181.250000 Penalty: 3343.235352
	Iteration 78Q: 3 clusters Score -3596181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -3596185.250000 Penalty: 3343.235352
	Iteration 79Q: 3 clusters Score -3596185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -3596188.250000 Penalty: 3343.235352
	Iteration 80F: 3 clusters Score -3596188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -3596184.500000 Penalty: 3343.235352
	Iteration 81Q: 3 clusters Score -3596184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3596192.500000 Penalty: 3343.235352
	Iteration 82Q: 3 clusters Score -3596192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3596187.250000 Penalty: 3343.235352
	Iteration 83Q: 3 clusters Score -3596187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3596182.750000 Penalty: 3343.235352
	Iteration 84Q: 3 clusters Score -3596183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3596186.000000 Penalty: 3343.235352
	Iteration 85Q: 3 clusters Score -3596186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3596186.750000 Penalty: 3343.235352
	Iteration 86Q: 3 clusters Score -3596187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3596186.750000 Penalty: 3343.235352
	Iteration 87F: 3 clusters Score -3596187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -38252.511719 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -38252.51 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 211 members 
Entering Unmasked Estep 
Score: -37343.976562 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -37343.98 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37541.222656 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -37541.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37592.625000 Penalty: 1931.409912
	Iteration 2Q: 3 clusters Score -37592.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37603.996094 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -37604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37605.675781 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -37605.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37606.789062 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -37606.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37607.656250 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -37607.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37610.589844 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -37610.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37612.285156 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -37612.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37612.285156 Penalty: 1931.409912
	Iteration 9F: 3 clusters Score -37612.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -543211.375000 Penalty: 1373.469604
	Iteration 0F: 2 clusters Score -543211.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -539433.625000 Penalty: 2746.939209
	Iteration 0F: 3 clusters Score -539433.6 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -540491.000000 Penalty: 2746.939209
	Iteration 1F: 3 clusters Score -540491 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -540680.437500 Penalty: 2746.939209
	Iteration 2F: 3 clusters Score -540680.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -540813.250000 Penalty: 2746.939209
	Iteration 3F: 3 clusters Score -540813.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -540905.875000 Penalty: 2746.939209
	Iteration 4Q: 3 clusters Score -540905.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -540987.062500 Penalty: 2746.939209
	Iteration 5Q: 3 clusters Score -540987.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -541055.437500 Penalty: 2746.939209
	Iteration 6Q: 3 clusters Score -541055.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -541138.312500 Penalty: 2746.939209
	Iteration 7Q: 3 clusters Score -541138.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -541234.687500 Penalty: 2746.939209
	Iteration 8Q: 3 clusters Score -541234.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -541341.812500 Penalty: 2746.939209
	Iteration 9Q: 3 clusters Score -541341.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -541458.375000 Penalty: 2746.939209
	Iteration 10Q: 3 clusters Score -541458.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -541580.250000 Penalty: 2746.939209
	Iteration 11Q: 3 clusters Score -541580.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -541671.937500 Penalty: 2746.939209
	Iteration 12Q: 3 clusters Score -541671.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -541725.437500 Penalty: 2746.939209
	Iteration 13Q: 3 clusters Score -541725.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -541765.187500 Penalty: 2746.939209
	Iteration 14Q: 3 clusters Score -541765.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -541788.562500 Penalty: 2746.939209
	Iteration 15Q: 3 clusters Score -541788.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -541808.687500 Penalty: 2746.939209
	Iteration 16Q: 3 clusters Score -541808.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -541829.875000 Penalty: 2746.939209
	Iteration 17Q: 3 clusters Score -541829.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -541859.750000 Penalty: 2746.939209
	Iteration 18Q: 3 clusters Score -541859.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -541896.000000 Penalty: 2746.939209
	Iteration 19Q: 3 clusters Score -541896 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -541937.375000 Penalty: 2746.939209
	Iteration 20F: 3 clusters Score -541937.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -541976.500000 Penalty: 2746.939209
	Iteration 21Q: 3 clusters Score -541976.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -542024.937500 Penalty: 2746.939209
	Iteration 22Q: 3 clusters Score -542024.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -542082.562500 Penalty: 2746.939209
	Iteration 23Q: 3 clusters Score -542082.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -542136.937500 Penalty: 2746.939209
	Iteration 24Q: 3 clusters Score -542136.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -542186.812500 Penalty: 2746.939209
	Iteration 25Q: 3 clusters Score -542186.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -542228.875000 Penalty: 2746.939209
	Iteration 26Q: 3 clusters Score -542228.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -542253.937500 Penalty: 2746.939209
	Iteration 27Q: 3 clusters Score -542253.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -542271.437500 Penalty: 2746.939209
	Iteration 28Q: 3 clusters Score -542271.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -542287.125000 Penalty: 2746.939209
	Iteration 29Q: 3 clusters Score -542287.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -542296.625000 Penalty: 2746.939209
	Iteration 30Q: 3 clusters Score -542296.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -542305.812500 Penalty: 2746.939209
	Iteration 31Q: 3 clusters Score -542305.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -542312.812500 Penalty: 2746.939209
	Iteration 32Q: 3 clusters Score -542312.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -542322.562500 Penalty: 2746.939209
	Iteration 33Q: 3 clusters Score -542322.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -542326.875000 Penalty: 2746.939209
	Iteration 34Q: 3 clusters Score -542326.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -542328.312500 Penalty: 2746.939209
	Iteration 35Q: 3 clusters Score -542328.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -542334.875000 Penalty: 2746.939209
	Iteration 36Q: 3 clusters Score -542334.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -542336.625000 Penalty: 2746.939209
	Iteration 37Q: 3 clusters Score -542336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -542336.562500 Penalty: 2746.939209
	Iteration 38Q: 3 clusters Score -542336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -542337.125000 Penalty: 2746.939209
	Iteration 39Q: 3 clusters Score -542337.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -542337.125000 Penalty: 2746.939209
	Iteration 40F: 3 clusters Score -542337.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Entering Unmasked Estep 
Score: -2834531.500000 Penalty: 1631.851318
	Iteration 0F: 2 clusters Score -2834532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2819044.750000 Penalty: 3263.702637
	Iteration 0F: 3 clusters Score -2819045 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2824698.250000 Penalty: 3263.702637
	Iteration 1F: 3 clusters Score -2824698 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2825140.750000 Penalty: 3263.702637
	Iteration 2F: 3 clusters Score -2825141 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2825606.000000 Penalty: 3263.702637
	Iteration 3Q: 3 clusters Score -2825606 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2826280.750000 Penalty: 3263.702637
	Iteration 4F: 3 clusters Score -2826281 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2827191.000000 Penalty: 3263.702637
	Iteration 5F: 3 clusters Score -2827191 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2828220.000000 Penalty: 3263.702637
	Iteration 6F: 3 clusters Score -2828220 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2829300.250000 Penalty: 3263.702637
	Iteration 7F: 3 clusters Score -2829300 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2830122.750000 Penalty: 3263.702637
	Iteration 8Q: 3 clusters Score -2830123 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2830760.750000 Penalty: 3263.702637
	Iteration 9Q: 3 clusters Score -2830761 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2831185.000000 Penalty: 3263.702637
	Iteration 10Q: 3 clusters Score -2831185 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2831519.500000 Penalty: 3263.702637
	Iteration 11Q: 3 clusters Score -2831520 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2831756.250000 Penalty: 3263.702637
	Iteration 12Q: 3 clusters Score -2831756 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2831920.500000 Penalty: 3263.702637
	Iteration 13Q: 3 clusters Score -2831920 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2832048.500000 Penalty: 3263.702637
	Iteration 14Q: 3 clusters Score -2832048 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2832149.750000 Penalty: 3263.702637
	Iteration 15Q: 3 clusters Score -2832150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2832243.000000 Penalty: 3263.702637
	Iteration 16Q: 3 clusters Score -2832243 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2832333.750000 Penalty: 3263.702637
	Iteration 17Q: 3 clusters Score -2832334 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2832420.500000 Penalty: 3263.702637
	Iteration 18Q: 3 clusters Score -2832420 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2832473.500000 Penalty: 3263.702637
	Iteration 19Q: 3 clusters Score -2832474 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2832539.000000 Penalty: 3263.702637
	Iteration 20F: 3 clusters Score -2832539 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2832609.000000 Penalty: 3263.702637
	Iteration 21Q: 3 clusters Score -2832609 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2832674.750000 Penalty: 3263.702637
	Iteration 22Q: 3 clusters Score -2832675 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2832711.500000 Penalty: 3263.702637
	Iteration 23Q: 3 clusters Score -2832712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2832766.750000 Penalty: 3263.702637
	Iteration 24Q: 3 clusters Score -2832767 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2832802.500000 Penalty: 3263.702637
	Iteration 25Q: 3 clusters Score -2832802 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2832835.500000 Penalty: 3263.702637
	Iteration 26Q: 3 clusters Score -2832836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2832865.500000 Penalty: 3263.702637
	Iteration 27Q: 3 clusters Score -2832866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2832887.750000 Penalty: 3263.702637
	Iteration 28Q: 3 clusters Score -2832888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2832920.500000 Penalty: 3263.702637
	Iteration 29Q: 3 clusters Score -2832920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2832948.000000 Penalty: 3263.702637
	Iteration 30Q: 3 clusters Score -2832948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2832974.750000 Penalty: 3263.702637
	Iteration 31Q: 3 clusters Score -2832975 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2832985.250000 Penalty: 3263.702637
	Iteration 32Q: 3 clusters Score -2832985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2832999.000000 Penalty: 3263.702637
	Iteration 33Q: 3 clusters Score -2832999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2833010.000000 Penalty: 3263.702637
	Iteration 34Q: 3 clusters Score -2833010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2833027.750000 Penalty: 3263.702637
	Iteration 35Q: 3 clusters Score -2833028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2833029.000000 Penalty: 3263.702637
	Iteration 36Q: 3 clusters Score -2833029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2833040.000000 Penalty: 3263.702637
	Iteration 37Q: 3 clusters Score -2833040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2833041.000000 Penalty: 3263.702637
	Iteration 38Q: 3 clusters Score -2833041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2833051.000000 Penalty: 3263.702637
	Iteration 39Q: 3 clusters Score -2833051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2833057.250000 Penalty: 3263.702637
	Iteration 40F: 3 clusters Score -2833057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2833063.500000 Penalty: 3263.702637
	Iteration 41Q: 3 clusters Score -2833064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2833071.500000 Penalty: 3263.702637
	Iteration 42Q: 3 clusters Score -2833072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2833071.500000 Penalty: 3263.702637
	Iteration 43Q: 3 clusters Score -2833072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2833073.000000 Penalty: 3263.702637
	Iteration 44Q: 3 clusters Score -2833073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2833073.750000 Penalty: 3263.702637
	Iteration 45Q: 3 clusters Score -2833074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2833081.500000 Penalty: 3263.702637
	Iteration 46Q: 3 clusters Score -2833082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2833082.750000 Penalty: 3263.702637
	Iteration 47Q: 3 clusters Score -2833083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2833079.250000 Penalty: 3263.702637
	Iteration 48Q: 3 clusters Score -2833079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2833084.000000 Penalty: 3263.702637
	Iteration 49Q: 3 clusters Score -2833084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2833084.250000 Penalty: 3263.702637
	Iteration 50Q: 3 clusters Score -2833084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2833087.750000 Penalty: 3263.702637
	Iteration 51Q: 3 clusters Score -2833088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2833085.500000 Penalty: 3263.702637
	Iteration 52Q: 3 clusters Score -2833086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2833090.750000 Penalty: 3263.702637
	Iteration 53Q: 3 clusters Score -2833091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2833090.250000 Penalty: 3263.702637
	Iteration 54Q: 3 clusters Score -2833090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2833092.750000 Penalty: 3263.702637
	Iteration 55Q: 3 clusters Score -2833093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2833094.750000 Penalty: 3263.702637
	Iteration 56Q: 3 clusters Score -2833095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2833096.000000 Penalty: 3263.702637
	Iteration 57Q: 3 clusters Score -2833096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2833094.750000 Penalty: 3263.702637
	Iteration 58Q: 3 clusters Score -2833095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2833094.500000 Penalty: 3263.702637
	Iteration 59Q: 3 clusters Score -2833094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2833102.500000 Penalty: 3263.702637
	Iteration 60F: 3 clusters Score -2833102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2833112.500000 Penalty: 3263.702637
	Iteration 61Q: 3 clusters Score -2833112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2833115.750000 Penalty: 3263.702637
	Iteration 62Q: 3 clusters Score -2833116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2833126.500000 Penalty: 3263.702637
	Iteration 63Q: 3 clusters Score -2833126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2833134.000000 Penalty: 3263.702637
	Iteration 64Q: 3 clusters Score -2833134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2833137.250000 Penalty: 3263.702637
	Iteration 65Q: 3 clusters Score -2833137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2833141.000000 Penalty: 3263.702637
	Iteration 66Q: 3 clusters Score -2833141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2833142.250000 Penalty: 3263.702637
	Iteration 67Q: 3 clusters Score -2833142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2833152.250000 Penalty: 3263.702637
	Iteration 68Q: 3 clusters Score -2833152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2833152.000000 Penalty: 3263.702637
	Iteration 69Q: 3 clusters Score -2833152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2833153.500000 Penalty: 3263.702637
	Iteration 70Q: 3 clusters Score -2833154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2833155.500000 Penalty: 3263.702637
	Iteration 71Q: 3 clusters Score -2833156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2833158.750000 Penalty: 3263.702637
	Iteration 72Q: 3 clusters Score -2833159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2833158.250000 Penalty: 3263.702637
	Iteration 73Q: 3 clusters Score -2833158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2833162.000000 Penalty: 3263.702637
	Iteration 74Q: 3 clusters Score -2833162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2833167.500000 Penalty: 3263.702637
	Iteration 75Q: 3 clusters Score -2833168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2833167.750000 Penalty: 3263.702637
	Iteration 76Q: 3 clusters Score -2833168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2833171.000000 Penalty: 3263.702637
	Iteration 77Q: 3 clusters Score -2833171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2833173.500000 Penalty: 3263.702637
	Iteration 78Q: 3 clusters Score -2833174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2833174.000000 Penalty: 3263.702637
	Iteration 79Q: 3 clusters Score -2833174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2833177.000000 Penalty: 3263.702637
	Iteration 80F: 3 clusters Score -2833177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2833179.000000 Penalty: 3263.702637
	Iteration 81Q: 3 clusters Score -2833179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2833179.000000 Penalty: 3263.702637
	Iteration 82F: 3 clusters Score -2833179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53649.703125 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53649.7 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 184 members 
Entering Unmasked Estep 
Score: -52721.250000 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52721.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52841.121094 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52841.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52863.503906 Penalty: 1884.705200
	Iteration 2Q: 3 clusters Score -52863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52868.593750 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52868.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52877.820312 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52877.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52884.519531 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -52884.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52884.519531 Penalty: 1884.705200
	Iteration 6F: 3 clusters Score -52884.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Entering Unmasked Estep 
Score: -3438981.500000 Penalty: 1661.672852
	Iteration 0F: 2 clusters Score -3438982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3422021.250000 Penalty: 3323.345703
	Iteration 0F: 3 clusters Score -3422021 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3429144.750000 Penalty: 3323.345703
	Iteration 1F: 3 clusters Score -3429145 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3429724.250000 Penalty: 3323.345703
	Iteration 2F: 3 clusters Score -3429724 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3430448.000000 Penalty: 3323.345703
	Iteration 3F: 3 clusters Score -3430448 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -3431396.750000 Penalty: 3323.345703
	Iteration 4F: 3 clusters Score -3431397 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3432502.750000 Penalty: 3323.345703
	Iteration 5F: 3 clusters Score -3432503 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3433769.750000 Penalty: 3323.345703
	Iteration 6F: 3 clusters Score -3433770 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3434539.000000 Penalty: 3323.345703
	Iteration 7F: 3 clusters Score -3434539 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3434846.750000 Penalty: 3323.345703
	Iteration 8Q: 3 clusters Score -3434847 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3435030.750000 Penalty: 3323.345703
	Iteration 9Q: 3 clusters Score -3435031 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3435135.000000 Penalty: 3323.345703
	Iteration 10Q: 3 clusters Score -3435135 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3435198.500000 Penalty: 3323.345703
	Iteration 11Q: 3 clusters Score -3435198 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3435272.500000 Penalty: 3323.345703
	Iteration 12Q: 3 clusters Score -3435272 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3435333.000000 Penalty: 3323.345703
	Iteration 13Q: 3 clusters Score -3435333 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3435385.750000 Penalty: 3323.345703
	Iteration 14Q: 3 clusters Score -3435386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3435464.500000 Penalty: 3323.345703
	Iteration 15Q: 3 clusters Score -3435464 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3435520.500000 Penalty: 3323.345703
	Iteration 16Q: 3 clusters Score -3435520 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3435577.750000 Penalty: 3323.345703
	Iteration 17Q: 3 clusters Score -3435578 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3435661.000000 Penalty: 3323.345703
	Iteration 18Q: 3 clusters Score -3435661 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3435745.000000 Penalty: 3323.345703
	Iteration 19Q: 3 clusters Score -3435745 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3435802.250000 Penalty: 3323.345703
	Iteration 20F: 3 clusters Score -3435802 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3435875.250000 Penalty: 3323.345703
	Iteration 21Q: 3 clusters Score -3435875 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3435946.750000 Penalty: 3323.345703
	Iteration 22Q: 3 clusters Score -3435947 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3436015.000000 Penalty: 3323.345703
	Iteration 23Q: 3 clusters Score -3436015 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3436091.500000 Penalty: 3323.345703
	Iteration 24Q: 3 clusters Score -3436092 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3436143.500000 Penalty: 3323.345703
	Iteration 25Q: 3 clusters Score -3436144 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3436211.250000 Penalty: 3323.345703
	Iteration 26Q: 3 clusters Score -3436211 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3436262.750000 Penalty: 3323.345703
	Iteration 27Q: 3 clusters Score -3436263 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3436307.250000 Penalty: 3323.345703
	Iteration 28Q: 3 clusters Score -3436307 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3436370.500000 Penalty: 3323.345703
	Iteration 29Q: 3 clusters Score -3436370 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3436414.750000 Penalty: 3323.345703
	Iteration 30Q: 3 clusters Score -3436415 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3436460.000000 Penalty: 3323.345703
	Iteration 31Q: 3 clusters Score -3436460 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3436504.500000 Penalty: 3323.345703
	Iteration 32Q: 3 clusters Score -3436504 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3436546.000000 Penalty: 3323.345703
	Iteration 33Q: 3 clusters Score -3436546 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3436591.250000 Penalty: 3323.345703
	Iteration 34Q: 3 clusters Score -3436591 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3436645.250000 Penalty: 3323.345703
	Iteration 35Q: 3 clusters Score -3436645 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3436669.750000 Penalty: 3323.345703
	Iteration 36Q: 3 clusters Score -3436670 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3436696.500000 Penalty: 3323.345703
	Iteration 37Q: 3 clusters Score -3436696 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -3436735.250000 Penalty: 3323.345703
	Iteration 38Q: 3 clusters Score -3436735 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3436754.750000 Penalty: 3323.345703
	Iteration 39Q: 3 clusters Score -3436755 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3436778.000000 Penalty: 3323.345703
	Iteration 40F: 3 clusters Score -3436778 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3436804.750000 Penalty: 3323.345703
	Iteration 41Q: 3 clusters Score -3436805 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3436832.250000 Penalty: 3323.345703
	Iteration 42Q: 3 clusters Score -3436832 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3436827.000000 Penalty: 3323.345703
	Iteration 43Q: 3 clusters Score -3436827 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3436840.000000 Penalty: 3323.345703
	Iteration 44Q: 3 clusters Score -3436840 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3436857.500000 Penalty: 3323.345703
	Iteration 45Q: 3 clusters Score -3436858 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3436871.750000 Penalty: 3323.345703
	Iteration 46Q: 3 clusters Score -3436872 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3436898.250000 Penalty: 3323.345703
	Iteration 47Q: 3 clusters Score -3436898 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3436926.500000 Penalty: 3323.345703
	Iteration 48Q: 3 clusters Score -3436926 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3436967.500000 Penalty: 3323.345703
	Iteration 49Q: 3 clusters Score -3436968 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3436995.250000 Penalty: 3323.345703
	Iteration 50Q: 3 clusters Score -3436995 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3437032.250000 Penalty: 3323.345703
	Iteration 51Q: 3 clusters Score -3437032 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -3437057.500000 Penalty: 3323.345703
	Iteration 52Q: 3 clusters Score -3437058 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -3437094.250000 Penalty: 3323.345703
	Iteration 53Q: 3 clusters Score -3437094 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3437142.250000 Penalty: 3323.345703
	Iteration 54Q: 3 clusters Score -3437142 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3437180.750000 Penalty: 3323.345703
	Iteration 55Q: 3 clusters Score -3437181 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3437230.750000 Penalty: 3323.345703
	Iteration 56Q: 3 clusters Score -3437231 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -3437265.500000 Penalty: 3323.345703
	Iteration 57Q: 3 clusters Score -3437266 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3437306.500000 Penalty: 3323.345703
	Iteration 58Q: 3 clusters Score -3437306 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3437327.750000 Penalty: 3323.345703
	Iteration 59Q: 3 clusters Score -3437328 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3437354.500000 Penalty: 3323.345703
	Iteration 60F: 3 clusters Score -3437354 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -3437382.750000 Penalty: 3323.345703
	Iteration 61Q: 3 clusters Score -3437383 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3437408.250000 Penalty: 3323.345703
	Iteration 62Q: 3 clusters Score -3437408 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3437443.250000 Penalty: 3323.345703
	Iteration 63Q: 3 clusters Score -3437443 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3437466.250000 Penalty: 3323.345703
	Iteration 64Q: 3 clusters Score -3437466 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3437470.000000 Penalty: 3323.345703
	Iteration 65Q: 3 clusters Score -3437470 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3437453.750000 Penalty: 3323.345703
	Iteration 66Q: 3 clusters Score -3437454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3437474.000000 Penalty: 3323.345703
	Iteration 67Q: 3 clusters Score -3437474 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3437474.250000 Penalty: 3323.345703
	Iteration 68Q: 3 clusters Score -3437474 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3437500.250000 Penalty: 3323.345703
	Iteration 69Q: 3 clusters Score -3437500 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3437528.750000 Penalty: 3323.345703
	Iteration 70Q: 3 clusters Score -3437529 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3437543.250000 Penalty: 3323.345703
	Iteration 71Q: 3 clusters Score -3437543 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3437561.250000 Penalty: 3323.345703
	Iteration 72Q: 3 clusters Score -3437561 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -3437557.000000 Penalty: 3323.345703
	Iteration 73Q: 3 clusters Score -3437557 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3437574.750000 Penalty: 3323.345703
	Iteration 74Q: 3 clusters Score -3437575 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -3437571.000000 Penalty: 3323.345703
	Iteration 75Q: 3 clusters Score -3437571 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3437579.750000 Penalty: 3323.345703
	Iteration 76Q: 3 clusters Score -3437580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3437580.250000 Penalty: 3323.345703
	Iteration 77Q: 3 clusters Score -3437580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3437590.500000 Penalty: 3323.345703
	Iteration 78Q: 3 clusters Score -3437590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3437578.000000 Penalty: 3323.345703
	Iteration 79Q: 3 clusters Score -3437578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3437582.000000 Penalty: 3323.345703
	Iteration 80F: 3 clusters Score -3437582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3437601.750000 Penalty: 3323.345703
	Iteration 81Q: 3 clusters Score -3437602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3437597.250000 Penalty: 3323.345703
	Iteration 82Q: 3 clusters Score -3437597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3437595.000000 Penalty: 3323.345703
	Iteration 83Q: 3 clusters Score -3437595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3437595.000000 Penalty: 3323.345703
	Iteration 84Q: 3 clusters Score -3437595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3437605.000000 Penalty: 3323.345703
	Iteration 85Q: 3 clusters Score -3437605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3437620.500000 Penalty: 3323.345703
	Iteration 86Q: 3 clusters Score -3437620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3437611.250000 Penalty: 3323.345703
	Iteration 87Q: 3 clusters Score -3437611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3437612.750000 Penalty: 3323.345703
	Iteration 88Q: 3 clusters Score -3437613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3437627.500000 Penalty: 3323.345703
	Iteration 89Q: 3 clusters Score -3437628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3437622.250000 Penalty: 3323.345703
	Iteration 90Q: 3 clusters Score -3437622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3437629.000000 Penalty: 3323.345703
	Iteration 91Q: 3 clusters Score -3437629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3437632.750000 Penalty: 3323.345703
	Iteration 92Q: 3 clusters Score -3437633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3437625.000000 Penalty: 3323.345703
	Iteration 93Q: 3 clusters Score -3437625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3437625.250000 Penalty: 3323.345703
	Iteration 94Q: 3 clusters Score -3437625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3437637.250000 Penalty: 3323.345703
	Iteration 95Q: 3 clusters Score -3437637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3437647.500000 Penalty: 3323.345703
	Iteration 96Q: 3 clusters Score -3437648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3437650.750000 Penalty: 3323.345703
	Iteration 97Q: 3 clusters Score -3437651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3437660.250000 Penalty: 3323.345703
	Iteration 98Q: 3 clusters Score -3437660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3437673.250000 Penalty: 3323.345703
	Iteration 99Q: 3 clusters Score -3437673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3437682.500000 Penalty: 3323.345703
	Iteration 100F: 3 clusters Score -3437682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3437687.250000 Penalty: 3323.345703
	Iteration 101Q: 3 clusters Score -3437687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3437688.750000 Penalty: 3323.345703
	Iteration 102Q: 3 clusters Score -3437689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3437699.250000 Penalty: 3323.345703
	Iteration 103Q: 3 clusters Score -3437699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3437702.500000 Penalty: 3323.345703
	Iteration 104Q: 3 clusters Score -3437702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3437712.250000 Penalty: 3323.345703
	Iteration 105Q: 3 clusters Score -3437712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3437722.750000 Penalty: 3323.345703
	Iteration 106Q: 3 clusters Score -3437723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3437726.500000 Penalty: 3323.345703
	Iteration 107Q: 3 clusters Score -3437726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3437736.750000 Penalty: 3323.345703
	Iteration 108Q: 3 clusters Score -3437737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3437742.750000 Penalty: 3323.345703
	Iteration 109Q: 3 clusters Score -3437743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3437766.000000 Penalty: 3323.345703
	Iteration 110Q: 3 clusters Score -3437766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3437756.250000 Penalty: 3323.345703
	Iteration 111Q: 3 clusters Score -3437756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3437755.500000 Penalty: 3323.345703
	Iteration 112Q: 3 clusters Score -3437756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3437762.750000 Penalty: 3323.345703
	Iteration 113Q: 3 clusters Score -3437763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3437766.500000 Penalty: 3323.345703
	Iteration 114Q: 3 clusters Score -3437766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3437767.250000 Penalty: 3323.345703
	Iteration 115Q: 3 clusters Score -3437767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3437775.250000 Penalty: 3323.345703
	Iteration 116Q: 3 clusters Score -3437775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3437780.000000 Penalty: 3323.345703
	Iteration 117Q: 3 clusters Score -3437780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3437785.250000 Penalty: 3323.345703
	Iteration 118Q: 3 clusters Score -3437785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3437788.500000 Penalty: 3323.345703
	Iteration 119Q: 3 clusters Score -3437788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3437791.750000 Penalty: 3323.345703
	Iteration 120F: 3 clusters Score -3437792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3437806.250000 Penalty: 3323.345703
	Iteration 121Q: 3 clusters Score -3437806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3437805.250000 Penalty: 3323.345703
	Iteration 122Q: 3 clusters Score -3437805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3437805.750000 Penalty: 3323.345703
	Iteration 123Q: 3 clusters Score -3437806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3437812.000000 Penalty: 3323.345703
	Iteration 124Q: 3 clusters Score -3437812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3437811.250000 Penalty: 3323.345703
	Iteration 125Q: 3 clusters Score -3437811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3437808.750000 Penalty: 3323.345703
	Iteration 126Q: 3 clusters Score -3437809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3437808.000000 Penalty: 3323.345703
	Iteration 127Q: 3 clusters Score -3437808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -3437810.250000 Penalty: 3323.345703
	Iteration 128Q: 3 clusters Score -3437810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -3437811.000000 Penalty: 3323.345703
	Iteration 129Q: 3 clusters Score -3437811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3437819.250000 Penalty: 3323.345703
	Iteration 130Q: 3 clusters Score -3437819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3437814.500000 Penalty: 3323.345703
	Iteration 131Q: 3 clusters Score -3437814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3437814.750000 Penalty: 3323.345703
	Iteration 132Q: 3 clusters Score -3437815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3437816.000000 Penalty: 3323.345703
	Iteration 133Q: 3 clusters Score -3437816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3437817.250000 Penalty: 3323.345703
	Iteration 134Q: 3 clusters Score -3437817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3437815.250000 Penalty: 3323.345703
	Iteration 135Q: 3 clusters Score -3437815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3437814.750000 Penalty: 3323.345703
	Iteration 136Q: 3 clusters Score -3437815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3437814.500000 Penalty: 3323.345703
	Iteration 137Q: 3 clusters Score -3437814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3437816.500000 Penalty: 3323.345703
	Iteration 138Q: 3 clusters Score -3437816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3437817.500000 Penalty: 3323.345703
	Iteration 139Q: 3 clusters Score -3437818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3437817.500000 Penalty: 3323.345703
	Iteration 140F: 3 clusters Score -3437818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Entering Unmasked Estep 
Score: -3922845.500000 Penalty: 1682.699341
	Iteration 0F: 2 clusters Score -3922846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3903724.750000 Penalty: 3365.398682
	Iteration 0F: 3 clusters Score -3903725 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3911849.250000 Penalty: 3365.398682
	Iteration 1F: 3 clusters Score -3911849 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3912291.500000 Penalty: 3365.398682
	Iteration 2Q: 3 clusters Score -3912292 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3912812.000000 Penalty: 3365.398682
	Iteration 3Q: 3 clusters Score -3912812 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3913399.750000 Penalty: 3365.398682
	Iteration 4F: 3 clusters Score -3913400 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3914074.000000 Penalty: 3365.398682
	Iteration 5F: 3 clusters Score -3914074 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3914925.250000 Penalty: 3365.398682
	Iteration 6F: 3 clusters Score -3914925 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3916019.500000 Penalty: 3365.398682
	Iteration 7F: 3 clusters Score -3916020 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -3917194.500000 Penalty: 3365.398682
	Iteration 8F: 3 clusters Score -3917194 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3918031.500000 Penalty: 3365.398682
	Iteration 9F: 3 clusters Score -3918032 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3918420.500000 Penalty: 3365.398682
	Iteration 10Q: 3 clusters Score -3918420 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3918651.000000 Penalty: 3365.398682
	Iteration 11Q: 3 clusters Score -3918651 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3918822.250000 Penalty: 3365.398682
	Iteration 12Q: 3 clusters Score -3918822 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3918957.250000 Penalty: 3365.398682
	Iteration 13Q: 3 clusters Score -3918957 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3919141.000000 Penalty: 3365.398682
	Iteration 14Q: 3 clusters Score -3919141 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3919310.250000 Penalty: 3365.398682
	Iteration 15Q: 3 clusters Score -3919310 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3919483.000000 Penalty: 3365.398682
	Iteration 16Q: 3 clusters Score -3919483 nChanged 483
Entering Unmasked Mstep 
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Mstep: Class 2 contains 17835 members 
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Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 17580 members 
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Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 17338 members 
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Mstep: Class 1 contains 14526 members 
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Mstep: Class 1 contains 15414 members 
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	Iteration 67Q: 3 clusters Score -3920918 nChanged 61
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	Iteration 107Q: 3 clusters Score -3921023 nChanged 3
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	Iteration 110Q: 3 clusters Score -3921017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3921017.000000 Penalty: 3365.398682
	Iteration 111F: 3 clusters Score -3921017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Entering Unmasked Estep 
Score: -2399860.500000 Penalty: 1609.251709
	Iteration 0F: 2 clusters Score -2399860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2386274.250000 Penalty: 3218.503418
	Iteration 0F: 3 clusters Score -2386274 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2391321.250000 Penalty: 3218.503418
	Iteration 1F: 3 clusters Score -2391321 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2391871.000000 Penalty: 3218.503418
	Iteration 2F: 3 clusters Score -2391871 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2392476.750000 Penalty: 3218.503418
	Iteration 3F: 3 clusters Score -2392477 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2393130.000000 Penalty: 3218.503418
	Iteration 4F: 3 clusters Score -2393130 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2393811.750000 Penalty: 3218.503418
	Iteration 5F: 3 clusters Score -2393812 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2394517.750000 Penalty: 3218.503418
	Iteration 6F: 3 clusters Score -2394518 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2395243.500000 Penalty: 3218.503418
	Iteration 7F: 3 clusters Score -2395244 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2395955.750000 Penalty: 3218.503418
	Iteration 8Q: 3 clusters Score -2395956 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2396592.000000 Penalty: 3218.503418
	Iteration 9Q: 3 clusters Score -2396592 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2397104.500000 Penalty: 3218.503418
	Iteration 10Q: 3 clusters Score -2397104 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2397495.500000 Penalty: 3218.503418
	Iteration 11Q: 3 clusters Score -2397496 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2397771.500000 Penalty: 3218.503418
	Iteration 12Q: 3 clusters Score -2397772 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2398012.250000 Penalty: 3218.503418
	Iteration 13Q: 3 clusters Score -2398012 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2398182.500000 Penalty: 3218.503418
	Iteration 14Q: 3 clusters Score -2398182 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2398292.750000 Penalty: 3218.503418
	Iteration 15Q: 3 clusters Score -2398293 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2398373.500000 Penalty: 3218.503418
	Iteration 16Q: 3 clusters Score -2398374 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2398430.000000 Penalty: 3218.503418
	Iteration 17Q: 3 clusters Score -2398430 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2398475.750000 Penalty: 3218.503418
	Iteration 18Q: 3 clusters Score -2398476 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2398520.750000 Penalty: 3218.503418
	Iteration 19Q: 3 clusters Score -2398521 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2398561.500000 Penalty: 3218.503418
	Iteration 20F: 3 clusters Score -2398562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2398585.000000 Penalty: 3218.503418
	Iteration 21Q: 3 clusters Score -2398585 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2398591.500000 Penalty: 3218.503418
	Iteration 22Q: 3 clusters Score -2398592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2398604.500000 Penalty: 3218.503418
	Iteration 23Q: 3 clusters Score -2398604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2398614.750000 Penalty: 3218.503418
	Iteration 24Q: 3 clusters Score -2398615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2398617.500000 Penalty: 3218.503418
	Iteration 25Q: 3 clusters Score -2398618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2398627.250000 Penalty: 3218.503418
	Iteration 26Q: 3 clusters Score -2398627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2398641.000000 Penalty: 3218.503418
	Iteration 27Q: 3 clusters Score -2398641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2398650.750000 Penalty: 3218.503418
	Iteration 28Q: 3 clusters Score -2398651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2398656.250000 Penalty: 3218.503418
	Iteration 29Q: 3 clusters Score -2398656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2398653.500000 Penalty: 3218.503418
	Iteration 30Q: 3 clusters Score -2398654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2398654.250000 Penalty: 3218.503418
	Iteration 31Q: 3 clusters Score -2398654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2398657.750000 Penalty: 3218.503418
	Iteration 32Q: 3 clusters Score -2398658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2398658.750000 Penalty: 3218.503418
	Iteration 33Q: 3 clusters Score -2398659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2398661.000000 Penalty: 3218.503418
	Iteration 34Q: 3 clusters Score -2398661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2398665.000000 Penalty: 3218.503418
	Iteration 35Q: 3 clusters Score -2398665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2398673.750000 Penalty: 3218.503418
	Iteration 36Q: 3 clusters Score -2398674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2398681.500000 Penalty: 3218.503418
	Iteration 37Q: 3 clusters Score -2398682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2398680.750000 Penalty: 3218.503418
	Iteration 38Q: 3 clusters Score -2398681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2398690.750000 Penalty: 3218.503418
	Iteration 39Q: 3 clusters Score -2398691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2398694.250000 Penalty: 3218.503418
	Iteration 40F: 3 clusters Score -2398694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2398700.500000 Penalty: 3218.503418
	Iteration 41Q: 3 clusters Score -2398700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2398705.000000 Penalty: 3218.503418
	Iteration 42Q: 3 clusters Score -2398705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2398710.750000 Penalty: 3218.503418
	Iteration 43Q: 3 clusters Score -2398711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2398714.750000 Penalty: 3218.503418
	Iteration 44Q: 3 clusters Score -2398715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2398721.250000 Penalty: 3218.503418
	Iteration 45Q: 3 clusters Score -2398721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2398719.250000 Penalty: 3218.503418
	Iteration 46Q: 3 clusters Score -2398719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2398720.750000 Penalty: 3218.503418
	Iteration 47Q: 3 clusters Score -2398721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2398724.750000 Penalty: 3218.503418
	Iteration 48Q: 3 clusters Score -2398725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2398729.500000 Penalty: 3218.503418
	Iteration 49Q: 3 clusters Score -2398730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2398737.250000 Penalty: 3218.503418
	Iteration 50Q: 3 clusters Score -2398737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2398738.000000 Penalty: 3218.503418
	Iteration 51Q: 3 clusters Score -2398738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2398738.500000 Penalty: 3218.503418
	Iteration 52Q: 3 clusters Score -2398738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2398742.250000 Penalty: 3218.503418
	Iteration 53Q: 3 clusters Score -2398742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2398747.000000 Penalty: 3218.503418
	Iteration 54Q: 3 clusters Score -2398747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2398749.250000 Penalty: 3218.503418
	Iteration 55Q: 3 clusters Score -2398749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2398752.750000 Penalty: 3218.503418
	Iteration 56Q: 3 clusters Score -2398753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2398755.500000 Penalty: 3218.503418
	Iteration 57Q: 3 clusters Score -2398756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2398758.000000 Penalty: 3218.503418
	Iteration 58Q: 3 clusters Score -2398758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2398764.250000 Penalty: 3218.503418
	Iteration 59Q: 3 clusters Score -2398764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2398777.500000 Penalty: 3218.503418
	Iteration 60F: 3 clusters Score -2398778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2398776.250000 Penalty: 3218.503418
	Iteration 61Q: 3 clusters Score -2398776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2398783.250000 Penalty: 3218.503418
	Iteration 62Q: 3 clusters Score -2398783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2398793.000000 Penalty: 3218.503418
	Iteration 63Q: 3 clusters Score -2398793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2398791.750000 Penalty: 3218.503418
	Iteration 64Q: 3 clusters Score -2398792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2398794.500000 Penalty: 3218.503418
	Iteration 65Q: 3 clusters Score -2398794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2398791.250000 Penalty: 3218.503418
	Iteration 66Q: 3 clusters Score -2398791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2398795.250000 Penalty: 3218.503418
	Iteration 67Q: 3 clusters Score -2398795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2398803.250000 Penalty: 3218.503418
	Iteration 68Q: 3 clusters Score -2398803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2398803.500000 Penalty: 3218.503418
	Iteration 69Q: 3 clusters Score -2398804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2398804.500000 Penalty: 3218.503418
	Iteration 70Q: 3 clusters Score -2398804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2398806.000000 Penalty: 3218.503418
	Iteration 71Q: 3 clusters Score -2398806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2398811.000000 Penalty: 3218.503418
	Iteration 72Q: 3 clusters Score -2398811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2398810.750000 Penalty: 3218.503418
	Iteration 73Q: 3 clusters Score -2398811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2398812.250000 Penalty: 3218.503418
	Iteration 74Q: 3 clusters Score -2398812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2398810.000000 Penalty: 3218.503418
	Iteration 75Q: 3 clusters Score -2398810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2398810.500000 Penalty: 3218.503418
	Iteration 76Q: 3 clusters Score -2398810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2398811.000000 Penalty: 3218.503418
	Iteration 77Q: 3 clusters Score -2398811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2398816.500000 Penalty: 3218.503418
	Iteration 78Q: 3 clusters Score -2398816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2398816.750000 Penalty: 3218.503418
	Iteration 79Q: 3 clusters Score -2398817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2398817.000000 Penalty: 3218.503418
	Iteration 80F: 3 clusters Score -2398817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2398817.750000 Penalty: 3218.503418
	Iteration 81Q: 3 clusters Score -2398818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2398819.000000 Penalty: 3218.503418
	Iteration 82Q: 3 clusters Score -2398819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2398818.500000 Penalty: 3218.503418
	Iteration 83Q: 3 clusters Score -2398818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2398822.500000 Penalty: 3218.503418
	Iteration 84Q: 3 clusters Score -2398822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2398821.750000 Penalty: 3218.503418
	Iteration 85Q: 3 clusters Score -2398822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2398822.000000 Penalty: 3218.503418
	Iteration 86Q: 3 clusters Score -2398822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2398821.250000 Penalty: 3218.503418
	Iteration 87Q: 3 clusters Score -2398821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2398819.750000 Penalty: 3218.503418
	Iteration 88Q: 3 clusters Score -2398820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2398820.000000 Penalty: 3218.503418
	Iteration 89Q: 3 clusters Score -2398820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2398820.000000 Penalty: 3218.503418
	Iteration 90F: 3 clusters Score -2398820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -15924.239258 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -15924.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15264.196289 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15264.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15318.112305 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15318.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15392.622070 Penalty: 1632.761108
	Iteration 2F: 3 clusters Score -15392.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15419.538086 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -15419.54 nChanged 3
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: -15454.654297 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -15454.65 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: -15460.477539 Penalty: 1632.761108
	Iteration 5Q: 3 clusters Score -15460.48 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: -15462.834961 Penalty: 1632.761108
	Iteration 6Q: 3 clusters Score -15462.83 nChanged 0
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: -15462.834961 Penalty: 1632.761108
	Iteration 7F: 3 clusters Score -15462.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Entering Unmasked Estep 
Score: -1579850.000000 Penalty: 1536.515625
	Iteration 0F: 2 clusters Score -1579850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1570892.375000 Penalty: 3073.031250
	Iteration 0F: 3 clusters Score -1570892 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1573956.875000 Penalty: 3073.031250
	Iteration 1F: 3 clusters Score -1573957 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1574288.250000 Penalty: 3073.031250
	Iteration 2F: 3 clusters Score -1574288 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1574574.500000 Penalty: 3073.031250
	Iteration 3F: 3 clusters Score -1574574 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1574844.250000 Penalty: 3073.031250
	Iteration 4Q: 3 clusters Score -1574844 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1575081.125000 Penalty: 3073.031250
	Iteration 5Q: 3 clusters Score -1575081 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1575301.500000 Penalty: 3073.031250
	Iteration 6Q: 3 clusters Score -1575302 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1575541.000000 Penalty: 3073.031250
	Iteration 7Q: 3 clusters Score -1575541 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1575791.750000 Penalty: 3073.031250
	Iteration 8Q: 3 clusters Score -1575792 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1576072.750000 Penalty: 3073.031250
	Iteration 9Q: 3 clusters Score -1576073 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1576406.250000 Penalty: 3073.031250
	Iteration 10Q: 3 clusters Score -1576406 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1576784.375000 Penalty: 3073.031250
	Iteration 11Q: 3 clusters Score -1576784 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1577160.125000 Penalty: 3073.031250
	Iteration 12Q: 3 clusters Score -1577160 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1577510.875000 Penalty: 3073.031250
	Iteration 13Q: 3 clusters Score -1577511 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1577809.375000 Penalty: 3073.031250
	Iteration 14Q: 3 clusters Score -1577809 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1578050.125000 Penalty: 3073.031250
	Iteration 15Q: 3 clusters Score -1578050 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1578222.250000 Penalty: 3073.031250
	Iteration 16Q: 3 clusters Score -1578222 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1578325.125000 Penalty: 3073.031250
	Iteration 17Q: 3 clusters Score -1578325 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1578387.250000 Penalty: 3073.031250
	Iteration 18Q: 3 clusters Score -1578387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1578430.750000 Penalty: 3073.031250
	Iteration 19Q: 3 clusters Score -1578431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1578459.750000 Penalty: 3073.031250
	Iteration 20F: 3 clusters Score -1578460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1578473.625000 Penalty: 3073.031250
	Iteration 21Q: 3 clusters Score -1578474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1578490.250000 Penalty: 3073.031250
	Iteration 22Q: 3 clusters Score -1578490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1578502.500000 Penalty: 3073.031250
	Iteration 23Q: 3 clusters Score -1578502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1578516.500000 Penalty: 3073.031250
	Iteration 24Q: 3 clusters Score -1578516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1578525.375000 Penalty: 3073.031250
	Iteration 25Q: 3 clusters Score -1578525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1578529.625000 Penalty: 3073.031250
	Iteration 26Q: 3 clusters Score -1578530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1578535.125000 Penalty: 3073.031250
	Iteration 27Q: 3 clusters Score -1578535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1578543.000000 Penalty: 3073.031250
	Iteration 28Q: 3 clusters Score -1578543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1578547.375000 Penalty: 3073.031250
	Iteration 29Q: 3 clusters Score -1578547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1578553.500000 Penalty: 3073.031250
	Iteration 30Q: 3 clusters Score -1578554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1578553.500000 Penalty: 3073.031250
	Iteration 31F: 3 clusters Score -1578554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Entering Unmasked Estep 
Score: -2684290.750000 Penalty: 1624.368164
	Iteration 0F: 2 clusters Score -2684291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2669536.250000 Penalty: 3248.736328
	Iteration 0F: 3 clusters Score -2669536 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2674910.250000 Penalty: 3248.736328
	Iteration 1F: 3 clusters Score -2674910 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2675284.250000 Penalty: 3248.736328
	Iteration 2Q: 3 clusters Score -2675284 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2675683.750000 Penalty: 3248.736328
	Iteration 3Q: 3 clusters Score -2675684 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2676197.250000 Penalty: 3248.736328
	Iteration 4F: 3 clusters Score -2676197 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2676879.250000 Penalty: 3248.736328
	Iteration 5F: 3 clusters Score -2676879 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2677844.750000 Penalty: 3248.736328
	Iteration 6F: 3 clusters Score -2677845 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2679083.500000 Penalty: 3248.736328
	Iteration 7F: 3 clusters Score -2679084 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2680519.500000 Penalty: 3248.736328
	Iteration 8F: 3 clusters Score -2680520 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2681717.500000 Penalty: 3248.736328
	Iteration 9F: 3 clusters Score -2681718 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2682344.750000 Penalty: 3248.736328
	Iteration 10Q: 3 clusters Score -2682345 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2682650.000000 Penalty: 3248.736328
	Iteration 11Q: 3 clusters Score -2682650 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2682765.000000 Penalty: 3248.736328
	Iteration 12Q: 3 clusters Score -2682765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2682813.750000 Penalty: 3248.736328
	Iteration 13Q: 3 clusters Score -2682814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2682847.250000 Penalty: 3248.736328
	Iteration 14Q: 3 clusters Score -2682847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2682864.500000 Penalty: 3248.736328
	Iteration 15Q: 3 clusters Score -2682864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2682878.750000 Penalty: 3248.736328
	Iteration 16Q: 3 clusters Score -2682879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2682890.750000 Penalty: 3248.736328
	Iteration 17Q: 3 clusters Score -2682891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2682894.500000 Penalty: 3248.736328
	Iteration 18Q: 3 clusters Score -2682894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2682900.750000 Penalty: 3248.736328
	Iteration 19Q: 3 clusters Score -2682901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2682898.750000 Penalty: 3248.736328
	Iteration 20F: 3 clusters Score -2682899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Entering Unmasked Estep 
Score: -3110703.250000 Penalty: 1649.151978
	Iteration 0F: 2 clusters Score -3110703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3093561.000000 Penalty: 3298.303955
	Iteration 0F: 3 clusters Score -3093561 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3099970.000000 Penalty: 3298.303955
	Iteration 1F: 3 clusters Score -3099970 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3100320.500000 Penalty: 3298.303955
	Iteration 2Q: 3 clusters Score -3100320 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3100705.000000 Penalty: 3298.303955
	Iteration 3Q: 3 clusters Score -3100705 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3101040.750000 Penalty: 3298.303955
	Iteration 4Q: 3 clusters Score -3101041 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3101358.500000 Penalty: 3298.303955
	Iteration 5Q: 3 clusters Score -3101358 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3101675.250000 Penalty: 3298.303955
	Iteration 6Q: 3 clusters Score -3101675 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3102078.000000 Penalty: 3298.303955
	Iteration 7Q: 3 clusters Score -3102078 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3102513.500000 Penalty: 3298.303955
	Iteration 8Q: 3 clusters Score -3102514 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3103151.750000 Penalty: 3298.303955
	Iteration 9Q: 3 clusters Score -3103152 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3103897.000000 Penalty: 3298.303955
	Iteration 10Q: 3 clusters Score -3103897 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3104629.750000 Penalty: 3298.303955
	Iteration 11Q: 3 clusters Score -3104630 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3105216.750000 Penalty: 3298.303955
	Iteration 12Q: 3 clusters Score -3105217 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3105539.750000 Penalty: 3298.303955
	Iteration 13Q: 3 clusters Score -3105540 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3105704.500000 Penalty: 3298.303955
	Iteration 14Q: 3 clusters Score -3105704 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3105807.500000 Penalty: 3298.303955
	Iteration 15Q: 3 clusters Score -3105808 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3105896.750000 Penalty: 3298.303955
	Iteration 16Q: 3 clusters Score -3105897 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3105958.750000 Penalty: 3298.303955
	Iteration 17Q: 3 clusters Score -3105959 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3106010.500000 Penalty: 3298.303955
	Iteration 18Q: 3 clusters Score -3106010 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3106084.500000 Penalty: 3298.303955
	Iteration 19Q: 3 clusters Score -3106084 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3106151.250000 Penalty: 3298.303955
	Iteration 20F: 3 clusters Score -3106151 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3106213.000000 Penalty: 3298.303955
	Iteration 21Q: 3 clusters Score -3106213 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3106294.250000 Penalty: 3298.303955
	Iteration 22Q: 3 clusters Score -3106294 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3106402.500000 Penalty: 3298.303955
	Iteration 23Q: 3 clusters Score -3106402 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3106513.750000 Penalty: 3298.303955
	Iteration 24Q: 3 clusters Score -3106514 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3106678.000000 Penalty: 3298.303955
	Iteration 25Q: 3 clusters Score -3106678 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -3106838.750000 Penalty: 3298.303955
	Iteration 26Q: 3 clusters Score -3106839 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3107002.750000 Penalty: 3298.303955
	Iteration 27Q: 3 clusters Score -3107003 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3107196.250000 Penalty: 3298.303955
	Iteration 28Q: 3 clusters Score -3107196 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3107375.750000 Penalty: 3298.303955
	Iteration 29Q: 3 clusters Score -3107376 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -3107571.250000 Penalty: 3298.303955
	Iteration 30Q: 3 clusters Score -3107571 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3107754.000000 Penalty: 3298.303955
	Iteration 31Q: 3 clusters Score -3107754 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3107922.750000 Penalty: 3298.303955
	Iteration 32Q: 3 clusters Score -3107923 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3108111.250000 Penalty: 3298.303955
	Iteration 33Q: 3 clusters Score -3108111 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3108268.000000 Penalty: 3298.303955
	Iteration 34Q: 3 clusters Score -3108268 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3108441.750000 Penalty: 3298.303955
	Iteration 35Q: 3 clusters Score -3108442 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3108601.250000 Penalty: 3298.303955
	Iteration 36Q: 3 clusters Score -3108601 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3108729.250000 Penalty: 3298.303955
	Iteration 37Q: 3 clusters Score -3108729 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3108848.500000 Penalty: 3298.303955
	Iteration 38Q: 3 clusters Score -3108848 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3108951.250000 Penalty: 3298.303955
	Iteration 39Q: 3 clusters Score -3108951 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3109023.750000 Penalty: 3298.303955
	Iteration 40F: 3 clusters Score -3109024 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3109084.500000 Penalty: 3298.303955
	Iteration 41Q: 3 clusters Score -3109084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3109125.750000 Penalty: 3298.303955
	Iteration 42Q: 3 clusters Score -3109126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3109166.250000 Penalty: 3298.303955
	Iteration 43Q: 3 clusters Score -3109166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3109173.250000 Penalty: 3298.303955
	Iteration 44Q: 3 clusters Score -3109173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3109191.500000 Penalty: 3298.303955
	Iteration 45Q: 3 clusters Score -3109192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3109206.750000 Penalty: 3298.303955
	Iteration 46Q: 3 clusters Score -3109207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3109225.500000 Penalty: 3298.303955
	Iteration 47Q: 3 clusters Score -3109226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3109237.500000 Penalty: 3298.303955
	Iteration 48Q: 3 clusters Score -3109238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3109246.750000 Penalty: 3298.303955
	Iteration 49Q: 3 clusters Score -3109247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3109254.750000 Penalty: 3298.303955
	Iteration 50Q: 3 clusters Score -3109255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3109262.250000 Penalty: 3298.303955
	Iteration 51Q: 3 clusters Score -3109262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -3109269.750000 Penalty: 3298.303955
	Iteration 52Q: 3 clusters Score -3109270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3109274.000000 Penalty: 3298.303955
	Iteration 53Q: 3 clusters Score -3109274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3109273.000000 Penalty: 3298.303955
	Iteration 54Q: 3 clusters Score -3109273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3109275.000000 Penalty: 3298.303955
	Iteration 55Q: 3 clusters Score -3109275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3109276.250000 Penalty: 3298.303955
	Iteration 56Q: 3 clusters Score -3109276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3109276.250000 Penalty: 3298.303955
	Iteration 57F: 3 clusters Score -3109276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -197757.968750 Penalty: 1209.309937
	Iteration 0F: 2 clusters Score -197758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -195847.734375 Penalty: 2418.619873
	Iteration 0F: 3 clusters Score -195847.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196215.687500 Penalty: 2418.619873
	Iteration 1F: 3 clusters Score -196215.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -196321.828125 Penalty: 2418.619873
	Iteration 2F: 3 clusters Score -196321.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -196430.656250 Penalty: 2418.619873
	Iteration 3F: 3 clusters Score -196430.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -196513.921875 Penalty: 2418.619873
	Iteration 4Q: 3 clusters Score -196513.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -196593.031250 Penalty: 2418.619873
	Iteration 5Q: 3 clusters Score -196593 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -196666.750000 Penalty: 2418.619873
	Iteration 6Q: 3 clusters Score -196666.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -196728.421875 Penalty: 2418.619873
	Iteration 7Q: 3 clusters Score -196728.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -196781.828125 Penalty: 2418.619873
	Iteration 8Q: 3 clusters Score -196781.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -196813.609375 Penalty: 2418.619873
	Iteration 9Q: 3 clusters Score -196813.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -196840.562500 Penalty: 2418.619873
	Iteration 10Q: 3 clusters Score -196840.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -196861.343750 Penalty: 2418.619873
	Iteration 11Q: 3 clusters Score -196861.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -196873.640625 Penalty: 2418.619873
	Iteration 12Q: 3 clusters Score -196873.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -196881.125000 Penalty: 2418.619873
	Iteration 13Q: 3 clusters Score -196881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -196888.046875 Penalty: 2418.619873
	Iteration 14Q: 3 clusters Score -196888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -196890.968750 Penalty: 2418.619873
	Iteration 15Q: 3 clusters Score -196891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -196894.078125 Penalty: 2418.619873
	Iteration 16Q: 3 clusters Score -196894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -196894.703125 Penalty: 2418.619873
	Iteration 17Q: 3 clusters Score -196894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -196895.515625 Penalty: 2418.619873
	Iteration 18Q: 3 clusters Score -196895.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -196896.312500 Penalty: 2418.619873
	Iteration 19Q: 3 clusters Score -196896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -196896.500000 Penalty: 2418.619873
	Iteration 20F: 3 clusters Score -196896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -196897.328125 Penalty: 2418.619873
	Iteration 21Q: 3 clusters Score -196897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -196898.375000 Penalty: 2418.619873
	Iteration 22Q: 3 clusters Score -196898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -196899.828125 Penalty: 2418.619873
	Iteration 23Q: 3 clusters Score -196899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -196900.718750 Penalty: 2418.619873
	Iteration 24Q: 3 clusters Score -196900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -196902.093750 Penalty: 2418.619873
	Iteration 25Q: 3 clusters Score -196902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -196903.343750 Penalty: 2418.619873
	Iteration 26Q: 3 clusters Score -196903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -196906.015625 Penalty: 2418.619873
	Iteration 27Q: 3 clusters Score -196906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -196909.859375 Penalty: 2418.619873
	Iteration 28Q: 3 clusters Score -196909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -196911.484375 Penalty: 2418.619873
	Iteration 29Q: 3 clusters Score -196911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -196912.781250 Penalty: 2418.619873
	Iteration 30Q: 3 clusters Score -196912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -196912.906250 Penalty: 2418.619873
	Iteration 31Q: 3 clusters Score -196912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -196912.906250 Penalty: 2418.619873
	Iteration 32F: 3 clusters Score -196912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Entering Unmasked Estep 
Score: -2534720.500000 Penalty: 1615.721313
	Iteration 0F: 2 clusters Score -2534720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2520569.000000 Penalty: 3231.442627
	Iteration 0F: 3 clusters Score -2520569 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2525840.250000 Penalty: 3231.442627
	Iteration 1F: 3 clusters Score -2525840 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2526164.000000 Penalty: 3231.442627
	Iteration 2Q: 3 clusters Score -2526164 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2526409.750000 Penalty: 3231.442627
	Iteration 3Q: 3 clusters Score -2526410 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2526607.000000 Penalty: 3231.442627
	Iteration 4Q: 3 clusters Score -2526607 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2526770.750000 Penalty: 3231.442627
	Iteration 5Q: 3 clusters Score -2526771 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2526928.000000 Penalty: 3231.442627
	Iteration 6Q: 3 clusters Score -2526928 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2527120.000000 Penalty: 3231.442627
	Iteration 7Q: 3 clusters Score -2527120 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2527314.000000 Penalty: 3231.442627
	Iteration 8Q: 3 clusters Score -2527314 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2527496.750000 Penalty: 3231.442627
	Iteration 9Q: 3 clusters Score -2527497 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2527683.000000 Penalty: 3231.442627
	Iteration 10Q: 3 clusters Score -2527683 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2527919.250000 Penalty: 3231.442627
	Iteration 11Q: 3 clusters Score -2527919 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2528205.750000 Penalty: 3231.442627
	Iteration 12Q: 3 clusters Score -2528206 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2528571.750000 Penalty: 3231.442627
	Iteration 13Q: 3 clusters Score -2528572 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2529038.500000 Penalty: 3231.442627
	Iteration 14Q: 3 clusters Score -2529038 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2529657.750000 Penalty: 3231.442627
	Iteration 15Q: 3 clusters Score -2529658 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2530192.000000 Penalty: 3231.442627
	Iteration 16Q: 3 clusters Score -2530192 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2530527.250000 Penalty: 3231.442627
	Iteration 17Q: 3 clusters Score -2530527 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2530681.750000 Penalty: 3231.442627
	Iteration 18Q: 3 clusters Score -2530682 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2530791.250000 Penalty: 3231.442627
	Iteration 19Q: 3 clusters Score -2530791 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2530845.250000 Penalty: 3231.442627
	Iteration 20F: 3 clusters Score -2530845 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2530880.750000 Penalty: 3231.442627
	Iteration 21Q: 3 clusters Score -2530881 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2530922.250000 Penalty: 3231.442627
	Iteration 22Q: 3 clusters Score -2530922 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2530950.750000 Penalty: 3231.442627
	Iteration 23Q: 3 clusters Score -2530951 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2530970.500000 Penalty: 3231.442627
	Iteration 24Q: 3 clusters Score -2530970 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2530984 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2530993.250000 Penalty: 3231.442627
	Iteration 26Q: 3 clusters Score -2530993 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2531029.250000 Penalty: 3231.442627
	Iteration 27Q: 3 clusters Score -2531029 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2531047.500000 Penalty: 3231.442627
	Iteration 28Q: 3 clusters Score -2531048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2531054.500000 Penalty: 3231.442627
	Iteration 29Q: 3 clusters Score -2531054 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2531063.250000 Penalty: 3231.442627
	Iteration 30Q: 3 clusters Score -2531063 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2531080.500000 Penalty: 3231.442627
	Iteration 31Q: 3 clusters Score -2531080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2531076.750000 Penalty: 3231.442627
	Iteration 32Q: 3 clusters Score -2531077 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2531080.750000 Penalty: 3231.442627
	Iteration 33Q: 3 clusters Score -2531081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2531089.750000 Penalty: 3231.442627
	Iteration 34Q: 3 clusters Score -2531090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2531098.250000 Penalty: 3231.442627
	Iteration 35Q: 3 clusters Score -2531098 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2531092.000000 Penalty: 3231.442627
	Iteration 36Q: 3 clusters Score -2531092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2531105.750000 Penalty: 3231.442627
	Iteration 37Q: 3 clusters Score -2531106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2531106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2531108.750000 Penalty: 3231.442627
	Iteration 39Q: 3 clusters Score -2531109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2531113.750000 Penalty: 3231.442627
	Iteration 40F: 3 clusters Score -2531114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2531106.000000 Penalty: 3231.442627
	Iteration 41Q: 3 clusters Score -2531106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2531112.000000 Penalty: 3231.442627
	Iteration 42Q: 3 clusters Score -2531112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2531116.250000 Penalty: 3231.442627
	Iteration 43Q: 3 clusters Score -2531116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2531128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2531130.000000 Penalty: 3231.442627
	Iteration 45Q: 3 clusters Score -2531130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2531128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2531132.000000 Penalty: 3231.442627
	Iteration 47Q: 3 clusters Score -2531132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2531134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2531141.000000 Penalty: 3231.442627
	Iteration 49Q: 3 clusters Score -2531141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2531144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2531138.750000 Penalty: 3231.442627
	Iteration 51Q: 3 clusters Score -2531139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2531142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2531153.250000 Penalty: 3231.442627
	Iteration 53Q: 3 clusters Score -2531153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2531156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2531155.250000 Penalty: 3231.442627
	Iteration 55Q: 3 clusters Score -2531155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2531162.750000 Penalty: 3231.442627
	Iteration 56Q: 3 clusters Score -2531163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2531170.500000 Penalty: 3231.442627
	Iteration 57Q: 3 clusters Score -2531170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2531176.500000 Penalty: 3231.442627
	Iteration 58Q: 3 clusters Score -2531176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2531176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2531182.500000 Penalty: 3231.442627
	Iteration 60F: 3 clusters Score -2531182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2531183.750000 Penalty: 3231.442627
	Iteration 61Q: 3 clusters Score -2531184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2531182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2531184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2531192.750000 Penalty: 3231.442627
	Iteration 64Q: 3 clusters Score -2531193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2531197.750000 Penalty: 3231.442627
	Iteration 65Q: 3 clusters Score -2531198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2531200.250000 Penalty: 3231.442627
	Iteration 66Q: 3 clusters Score -2531200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2531208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2531206.000000 Penalty: 3231.442627
	Iteration 68Q: 3 clusters Score -2531206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2531214.000000 Penalty: 3231.442627
	Iteration 69Q: 3 clusters Score -2531214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2531221.750000 Penalty: 3231.442627
	Iteration 70Q: 3 clusters Score -2531222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2531220.750000 Penalty: 3231.442627
	Iteration 71Q: 3 clusters Score -2531221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2531229.000000 Penalty: 3231.442627
	Iteration 72Q: 3 clusters Score -2531229 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2531227.000000 Penalty: 3231.442627
	Iteration 73Q: 3 clusters Score -2531227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2531231.750000 Penalty: 3231.442627
	Iteration 74Q: 3 clusters Score -2531232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2531238.250000 Penalty: 3231.442627
	Iteration 75Q: 3 clusters Score -2531238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2531250.000000 Penalty: 3231.442627
	Iteration 76Q: 3 clusters Score -2531250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2531260.000000 Penalty: 3231.442627
	Iteration 77Q: 3 clusters Score -2531260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2531268.000000 Penalty: 3231.442627
	Iteration 78Q: 3 clusters Score -2531268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2531273.500000 Penalty: 3231.442627
	Iteration 79Q: 3 clusters Score -2531274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2531272.750000 Penalty: 3231.442627
	Iteration 80F: 3 clusters Score -2531273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2531280.750000 Penalty: 3231.442627
	Iteration 81Q: 3 clusters Score -2531281 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2531285.250000 Penalty: 3231.442627
	Iteration 82Q: 3 clusters Score -2531285 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2531296.750000 Penalty: 3231.442627
	Iteration 83Q: 3 clusters Score -2531297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2531292.250000 Penalty: 3231.442627
	Iteration 84Q: 3 clusters Score -2531292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2531300.750000 Penalty: 3231.442627
	Iteration 85Q: 3 clusters Score -2531301 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13003 members 
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Entering Unmasked Estep 
Score: -2531311.000000 Penalty: 3231.442627
	Iteration 86Q: 3 clusters Score -2531311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
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Entering Unmasked Estep 
Score: -2531324.500000 Penalty: 3231.442627
	Iteration 87Q: 3 clusters Score -2531324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2531342.750000 Penalty: 3231.442627
	Iteration 88Q: 3 clusters Score -2531343 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2531358.750000 Penalty: 3231.442627
	Iteration 89Q: 3 clusters Score -2531359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2531373.750000 Penalty: 3231.442627
	Iteration 90Q: 3 clusters Score -2531374 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2531380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2531377.000000 Penalty: 3231.442627
	Iteration 92Q: 3 clusters Score -2531377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2531386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2531396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2531401.750000 Penalty: 3231.442627
	Iteration 95Q: 3 clusters Score -2531402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2531405.000000 Penalty: 3231.442627
	Iteration 96Q: 3 clusters Score -2531405 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2531415.500000 Penalty: 3231.442627
	Iteration 97Q: 3 clusters Score -2531416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2531423.250000 Penalty: 3231.442627
	Iteration 98Q: 3 clusters Score -2531423 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2531432.500000 Penalty: 3231.442627
	Iteration 99Q: 3 clusters Score -2531432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2531443.000000 Penalty: 3231.442627
	Iteration 100F: 3 clusters Score -2531443 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2531444.500000 Penalty: 3231.442627
	Iteration 101Q: 3 clusters Score -2531444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2531441.500000 Penalty: 3231.442627
	Iteration 102Q: 3 clusters Score -2531442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2531444.750000 Penalty: 3231.442627
	Iteration 103Q: 3 clusters Score -2531445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2531451.000000 Penalty: 3231.442627
	Iteration 104Q: 3 clusters Score -2531451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2531456.000000 Penalty: 3231.442627
	Iteration 105Q: 3 clusters Score -2531456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2531464.250000 Penalty: 3231.442627
	Iteration 106Q: 3 clusters Score -2531464 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2531461.250000 Penalty: 3231.442627
	Iteration 107Q: 3 clusters Score -2531461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2531461.750000 Penalty: 3231.442627
	Iteration 108Q: 3 clusters Score -2531462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2531460.000000 Penalty: 3231.442627
	Iteration 109Q: 3 clusters Score -2531460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2531469.250000 Penalty: 3231.442627
	Iteration 110Q: 3 clusters Score -2531469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2531476.750000 Penalty: 3231.442627
	Iteration 111Q: 3 clusters Score -2531477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2531482.000000 Penalty: 3231.442627
	Iteration 112Q: 3 clusters Score -2531482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2531487.500000 Penalty: 3231.442627
	Iteration 113Q: 3 clusters Score -2531488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2531492.250000 Penalty: 3231.442627
	Iteration 114Q: 3 clusters Score -2531492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2531508.250000 Penalty: 3231.442627
	Iteration 115Q: 3 clusters Score -2531508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2531515.500000 Penalty: 3231.442627
	Iteration 116Q: 3 clusters Score -2531516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2531558 nChanged 43
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Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2531562 nChanged 59
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Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 6780 members 
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	Iteration 122Q: 3 clusters Score -2531575 nChanged 58
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Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6700 members 
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	Iteration 124Q: 3 clusters Score -2531591 nChanged 50
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2531594 nChanged 53
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Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2531595 nChanged 51
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Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2531602 nChanged 58
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Mstep: Class 2 contains 6540 members 
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Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6437 members 
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	Iteration 130Q: 3 clusters Score -2531641 nChanged 77
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Mstep: Class 2 contains 6380 members 
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	Iteration 131Q: 3 clusters Score -2531647 nChanged 76
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Mstep: Class 2 contains 6336 members 
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	Iteration 132Q: 3 clusters Score -2531665 nChanged 70
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Mstep: Class 1 contains 14524 members 
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Mstep: Class 2 contains 6205 members 
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Mstep: Class 2 contains 6113 members 
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Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 6026 members 
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Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 5936 members 
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	Iteration 137Q: 3 clusters Score -2531771 nChanged 126
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Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2531809 nChanged 124
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Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 5708 members 
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Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2531878 nChanged 123
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Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 5491 members 
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	Iteration 141Q: 3 clusters Score -2531903 nChanged 125
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Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 5285 members 
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Mstep: Class 2 contains 5021 members 
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Mstep: Class 2 contains 4803 members 
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	Iteration 147Q: 3 clusters Score -2532152 nChanged 137
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Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 4684 members 
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Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 4563 members 
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Mstep: Class 2 contains 4442 members 
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	Iteration 150Q: 3 clusters Score -2532296 nChanged 128
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Mstep: Class 2 contains 4332 members 
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	Iteration 151Q: 3 clusters Score -2532336 nChanged 122
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Mstep: Class 1 contains 16700 members 
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	Iteration 153Q: 3 clusters Score -2532416 nChanged 120
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Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 3842 members 
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Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 3745 members 
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	Iteration 157Q: 3 clusters Score -2532522 nChanged 93
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Mstep: Class 2 contains 3656 members 
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Mstep: Class 2 contains 3565 members 
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	Iteration 159Q: 3 clusters Score -2532572 nChanged 94
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Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 3475 members 
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	Iteration 160F: 3 clusters Score -2532598 nChanged 91
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Mstep: Class 1 contains 17416 members 
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Mstep: Class 2 contains 3301 members 
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	Iteration 162Q: 3 clusters Score -2532650 nChanged 86
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Mstep: Class 1 contains 17583 members 
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	Iteration 163Q: 3 clusters Score -2532674 nChanged 85
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Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 3142 members 
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	Iteration 164Q: 3 clusters Score -2532694 nChanged 77
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Mstep: Class 1 contains 17735 members 
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	Iteration 165Q: 3 clusters Score -2532710 nChanged 72
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	Iteration 166Q: 3 clusters Score -2532729 nChanged 76
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	Iteration 167Q: 3 clusters Score -2532750 nChanged 81
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	Iteration 168Q: 3 clusters Score -2532780 nChanged 74
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	Iteration 171Q: 3 clusters Score -2532824 nChanged 38
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	Iteration 172Q: 3 clusters Score -2532828 nChanged 40
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Mstep: Class 1 contains 18229 members 
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	Iteration 173Q: 3 clusters Score -2532844 nChanged 35
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	Iteration 175Q: 3 clusters Score -2532858 nChanged 29
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	Iteration 176Q: 3 clusters Score -2532867 nChanged 24
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	Iteration 177Q: 3 clusters Score -2532862 nChanged 27
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	Iteration 178Q: 3 clusters Score -2532866 nChanged 34
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	Iteration 179Q: 3 clusters Score -2532880 nChanged 31
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	Iteration 180F: 3 clusters Score -2532882 nChanged 46
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	Iteration 181Q: 3 clusters Score -2532896 nChanged 46
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	Iteration 182Q: 3 clusters Score -2532905 nChanged 40
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	Iteration 183Q: 3 clusters Score -2532916 nChanged 38
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	Iteration 184Q: 3 clusters Score -2532919 nChanged 35
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	Iteration 185Q: 3 clusters Score -2532933 nChanged 32
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	Iteration 186Q: 3 clusters Score -2532943 nChanged 25
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	Iteration 187Q: 3 clusters Score -2532948 nChanged 31
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	Iteration 188Q: 3 clusters Score -2532955 nChanged 32
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	Iteration 189Q: 3 clusters Score -2532957 nChanged 24
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	Iteration 190Q: 3 clusters Score -2532967 nChanged 30
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	Iteration 191Q: 3 clusters Score -2532970 nChanged 30
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	Iteration 192Q: 3 clusters Score -2532982 nChanged 37
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	Iteration 193Q: 3 clusters Score -2532988 nChanged 38
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	Iteration 194Q: 3 clusters Score -2533002 nChanged 36
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	Iteration 195Q: 3 clusters Score -2533008 nChanged 36
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	Iteration 196Q: 3 clusters Score -2533024 nChanged 38
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	Iteration 197Q: 3 clusters Score -2533024 nChanged 34
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2533042 nChanged 23
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	Iteration 199Q: 3 clusters Score -2533044 nChanged 27
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2533051 nChanged 23
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Mstep: Class 1 contains 19129 members 
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	Iteration 201Q: 3 clusters Score -2533059 nChanged 14
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Mstep: Class 1 contains 19141 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2533060 nChanged 13
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	Iteration 203Q: 3 clusters Score -2533060 nChanged 20
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Mstep: Class 1 contains 19174 members 
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	Iteration 204Q: 3 clusters Score -2533064 nChanged 21
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Mstep: Class 1 contains 19195 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2533072 nChanged 23
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Mstep: Class 1 contains 19218 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2533081 nChanged 18
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2533080 nChanged 18
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	Iteration 208Q: 3 clusters Score -2533090 nChanged 17
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2533096 nChanged 20
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2533100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2533096.500000 Penalty: 3231.442627
	Iteration 211Q: 3 clusters Score -2533096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2533106.750000 Penalty: 3231.442627
	Iteration 212Q: 3 clusters Score -2533107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2533109.500000 Penalty: 3231.442627
	Iteration 213Q: 3 clusters Score -2533110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2533111.250000 Penalty: 3231.442627
	Iteration 214Q: 3 clusters Score -2533111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2533117.250000 Penalty: 3231.442627
	Iteration 215Q: 3 clusters Score -2533117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2533117.500000 Penalty: 3231.442627
	Iteration 216Q: 3 clusters Score -2533118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2533121.750000 Penalty: 3231.442627
	Iteration 217Q: 3 clusters Score -2533122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2533130.250000 Penalty: 3231.442627
	Iteration 218Q: 3 clusters Score -2533130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2533126.500000 Penalty: 3231.442627
	Iteration 219Q: 3 clusters Score -2533126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2533131.500000 Penalty: 3231.442627
	Iteration 220F: 3 clusters Score -2533132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2533133.000000 Penalty: 3231.442627
	Iteration 221Q: 3 clusters Score -2533133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2533139.250000 Penalty: 3231.442627
	Iteration 222Q: 3 clusters Score -2533139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2533144.750000 Penalty: 3231.442627
	Iteration 223Q: 3 clusters Score -2533145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2533154.250000 Penalty: 3231.442627
	Iteration 224Q: 3 clusters Score -2533154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2533160.750000 Penalty: 3231.442627
	Iteration 225Q: 3 clusters Score -2533161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2533173.250000 Penalty: 3231.442627
	Iteration 226Q: 3 clusters Score -2533173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2533184.000000 Penalty: 3231.442627
	Iteration 227Q: 3 clusters Score -2533184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2533186.000000 Penalty: 3231.442627
	Iteration 228Q: 3 clusters Score -2533186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2533191.000000 Penalty: 3231.442627
	Iteration 229Q: 3 clusters Score -2533191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2533204.250000 Penalty: 3231.442627
	Iteration 230Q: 3 clusters Score -2533204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2533205.750000 Penalty: 3231.442627
	Iteration 231Q: 3 clusters Score -2533206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2533216.000000 Penalty: 3231.442627
	Iteration 232Q: 3 clusters Score -2533216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2533219.750000 Penalty: 3231.442627
	Iteration 233Q: 3 clusters Score -2533220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2533227.500000 Penalty: 3231.442627
	Iteration 234Q: 3 clusters Score -2533228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2533227.750000 Penalty: 3231.442627
	Iteration 235Q: 3 clusters Score -2533228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2533232.500000 Penalty: 3231.442627
	Iteration 236Q: 3 clusters Score -2533232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2533235.000000 Penalty: 3231.442627
	Iteration 237Q: 3 clusters Score -2533235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2533238.750000 Penalty: 3231.442627
	Iteration 238Q: 3 clusters Score -2533239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2533239.500000 Penalty: 3231.442627
	Iteration 239Q: 3 clusters Score -2533240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2533241.000000 Penalty: 3231.442627
	Iteration 240F: 3 clusters Score -2533241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2533244.000000 Penalty: 3231.442627
	Iteration 241Q: 3 clusters Score -2533244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2533246.750000 Penalty: 3231.442627
	Iteration 242Q: 3 clusters Score -2533247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2533247.750000 Penalty: 3231.442627
	Iteration 243Q: 3 clusters Score -2533248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2533251.750000 Penalty: 3231.442627
	Iteration 244Q: 3 clusters Score -2533252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2533251.250000 Penalty: 3231.442627
	Iteration 245Q: 3 clusters Score -2533251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2533251.750000 Penalty: 3231.442627
	Iteration 246Q: 3 clusters Score -2533252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2533252.000000 Penalty: 3231.442627
	Iteration 247Q: 3 clusters Score -2533252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2533252.250000 Penalty: 3231.442627
	Iteration 248Q: 3 clusters Score -2533252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2533253.500000 Penalty: 3231.442627
	Iteration 249Q: 3 clusters Score -2533254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2533254.000000 Penalty: 3231.442627
	Iteration 250Q: 3 clusters Score -2533254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2533257.500000 Penalty: 3231.442627
	Iteration 251Q: 3 clusters Score -2533258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2533259.000000 Penalty: 3231.442627
	Iteration 252Q: 3 clusters Score -2533259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2533263.000000 Penalty: 3231.442627
	Iteration 253Q: 3 clusters Score -2533263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2533266.000000 Penalty: 3231.442627
	Iteration 254Q: 3 clusters Score -2533266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2533267.750000 Penalty: 3231.442627
	Iteration 255Q: 3 clusters Score -2533268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2533267.500000 Penalty: 3231.442627
	Iteration 256Q: 3 clusters Score -2533268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2533271.250000 Penalty: 3231.442627
	Iteration 257Q: 3 clusters Score -2533271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2533272.750000 Penalty: 3231.442627
	Iteration 258Q: 3 clusters Score -2533273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2533275.250000 Penalty: 3231.442627
	Iteration 259Q: 3 clusters Score -2533275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2533277.500000 Penalty: 3231.442627
	Iteration 260F: 3 clusters Score -2533278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2533280.750000 Penalty: 3231.442627
	Iteration 261Q: 3 clusters Score -2533281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2533281.750000 Penalty: 3231.442627
	Iteration 262Q: 3 clusters Score -2533282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2533281.000000 Penalty: 3231.442627
	Iteration 263Q: 3 clusters Score -2533281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2533283.250000 Penalty: 3231.442627
	Iteration 264Q: 3 clusters Score -2533283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2533288.250000 Penalty: 3231.442627
	Iteration 265Q: 3 clusters Score -2533288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2533285.250000 Penalty: 3231.442627
	Iteration 266Q: 3 clusters Score -2533285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2533292.750000 Penalty: 3231.442627
	Iteration 267Q: 3 clusters Score -2533293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2533292.750000 Penalty: 3231.442627
	Iteration 268F: 3 clusters Score -2533293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4685 members 
Mstep: Class 5 contains 22975 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27603 members 
Mstep: Class 8 contains 31416 members 
Mstep: Class 10 contains 19992 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12778 members 
Mstep: Class 15 contains 21941 members 
Mstep: Class 18 contains 25556 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 20804 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 15 clusters Score -2.644409e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4688 members 
Mstep: Class 5 contains 22982 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27654 members 
Mstep: Class 8 contains 31525 members 
Mstep: Class 10 contains 19925 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12772 members 
Mstep: Class 15 contains 21911 members 
Mstep: Class 18 contains 25558 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 20695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 15 clusters Score -2.644397e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4690 members 
Mstep: Class 5 contains 22988 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27702 members 
Mstep: Class 8 contains 31618 members 
Mstep: Class 10 contains 19876 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12759 members 
Mstep: Class 15 contains 21882 members 
Mstep: Class 18 contains 25554 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 20568 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 15 clusters Score -2.644395e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4687 members 
Mstep: Class 5 contains 22995 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27747 members 
Mstep: Class 8 contains 31716 members 
Mstep: Class 10 contains 19825 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12751 members 
Mstep: Class 15 contains 21864 members 
Mstep: Class 18 contains 25549 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 20426 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 15 clusters Score -2.644398e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4692 members 
Mstep: Class 5 contains 22997 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27784 members 
Mstep: Class 8 contains 31829 members 
Mstep: Class 10 contains 19778 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12738 members 
Mstep: Class 15 contains 21841 members 
Mstep: Class 18 contains 25564 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 20290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 15 clusters Score -2.644393e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4693 members 
Mstep: Class 5 contains 22989 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27837 members 
Mstep: Class 8 contains 31925 members 
Mstep: Class 10 contains 19740 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12733 members 
Mstep: Class 15 contains 21789 members 
Mstep: Class 18 contains 25571 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 20180 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 15 clusters Score -2.644396e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 22992 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27881 members 
Mstep: Class 8 contains 32017 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12731 members 
Mstep: Class 15 contains 21753 members 
Mstep: Class 18 contains 25574 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 20056 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 15 clusters Score -2.644387e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4697 members 
Mstep: Class 5 contains 22987 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27921 members 
Mstep: Class 8 contains 32110 members 
Mstep: Class 10 contains 19662 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12732 members 
Mstep: Class 15 contains 21722 members 
Mstep: Class 18 contains 25574 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 19925 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 15 clusters Score -2.644398e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4698 members 
Mstep: Class 5 contains 22977 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 27992 members 
Mstep: Class 8 contains 32192 members 
Mstep: Class 10 contains 19622 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12737 members 
Mstep: Class 15 contains 21699 members 
Mstep: Class 18 contains 25569 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 19773 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 15 clusters Score -2.644386e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4701 members 
Mstep: Class 5 contains 22970 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28033 members 
Mstep: Class 8 contains 32283 members 
Mstep: Class 10 contains 19565 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12737 members 
Mstep: Class 15 contains 21656 members 
Mstep: Class 18 contains 25601 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 19609 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 15 clusters Score -2.644376e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28085 members 
Mstep: Class 8 contains 32334 members 
Mstep: Class 10 contains 19526 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12734 members 
Mstep: Class 15 contains 21638 members 
Mstep: Class 18 contains 25650 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 19427 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 15 clusters Score -2.644357e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4700 members 
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Mstep: Class 7 contains 28119 members 
Mstep: Class 8 contains 32371 members 
Mstep: Class 10 contains 19466 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12723 members 
Mstep: Class 15 contains 21650 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 19254 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 15 clusters Score -2.644359e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 3 contains 381 members 
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Mstep: Class 5 contains 22965 members 
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Mstep: Class 8 contains 32433 members 
Mstep: Class 10 contains 19425 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12711 members 
Mstep: Class 15 contains 21656 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 19084 members 
Entering Unmasked Estep 
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Iteration 91Q: 15 clusters Score -2.644371e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 3 contains 381 members 
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Mstep: Class 5 contains 22973 members 
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Mstep: Class 8 contains 32503 members 
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Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12705 members 
Mstep: Class 15 contains 21672 members 
Mstep: Class 18 contains 25721 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 18935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443668.000000 Penalty: 27982.333984
Iteration 92Q: 15 clusters Score -2.644367e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4699 members 
Mstep: Class 5 contains 22970 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28211 members 
Mstep: Class 8 contains 32557 members 
Mstep: Class 10 contains 19385 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12711 members 
Mstep: Class 15 contains 21689 members 
Mstep: Class 18 contains 25736 members 
Mstep: Class 19 contains 1709 members 
Mstep: Class 20 contains 18780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443636.000000 Penalty: 27982.333984
Iteration 93Q: 15 clusters Score -2.644364e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4697 members 
Mstep: Class 5 contains 22974 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28237 members 
Mstep: Class 8 contains 32605 members 
Mstep: Class 10 contains 19372 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12718 members 
Mstep: Class 15 contains 21691 members 
Mstep: Class 18 contains 25753 members 
Mstep: Class 19 contains 1710 members 
Mstep: Class 20 contains 18647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443640.000000 Penalty: 27982.333984
Iteration 94Q: 15 clusters Score -2.644364e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 22979 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28251 members 
Mstep: Class 8 contains 32664 members 
Mstep: Class 10 contains 19359 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12726 members 
Mstep: Class 15 contains 21697 members 
Mstep: Class 18 contains 25774 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 18511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443616.000000 Penalty: 27982.333984
Iteration 95Q: 15 clusters Score -2.644362e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4699 members 
Mstep: Class 5 contains 22988 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28269 members 
Mstep: Class 8 contains 32740 members 
Mstep: Class 10 contains 19344 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12726 members 
Mstep: Class 15 contains 21710 members 
Mstep: Class 18 contains 25798 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 18377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443650.000000 Penalty: 27982.333984
Iteration 96Q: 15 clusters Score -2.644365e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4699 members 
Mstep: Class 5 contains 22993 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28296 members 
Mstep: Class 8 contains 32815 members 
Mstep: Class 10 contains 19332 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12734 members 
Mstep: Class 15 contains 21706 members 
Mstep: Class 18 contains 25823 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 18243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443652.000000 Penalty: 27982.333984
Iteration 97Q: 15 clusters Score -2.644365e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 23007 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28316 members 
Mstep: Class 8 contains 32905 members 
Mstep: Class 10 contains 19308 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 21699 members 
Mstep: Class 18 contains 25855 members 
Mstep: Class 19 contains 1711 members 
Mstep: Class 20 contains 18095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443542.000000 Penalty: 27982.333984
Iteration 98Q: 15 clusters Score -2.644354e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 23016 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28338 members 
Mstep: Class 8 contains 32965 members 
Mstep: Class 10 contains 19289 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 21712 members 
Mstep: Class 18 contains 25885 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 17959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443582.000000 Penalty: 27982.333984
Iteration 99Q: 15 clusters Score -2.644358e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4699 members 
Mstep: Class 5 contains 23023 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28363 members 
Mstep: Class 8 contains 33018 members 
Mstep: Class 10 contains 19266 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12749 members 
Mstep: Class 15 contains 21727 members 
Mstep: Class 18 contains 25905 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 17844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443578.000000 Penalty: 27982.333984
Iteration 100F: 15 clusters Score -2.644358e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 23023 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28387 members 
Mstep: Class 8 contains 33079 members 
Mstep: Class 10 contains 19246 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 21742 members 
Mstep: Class 18 contains 25917 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 17725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443618.000000 Penalty: 27982.333984
Iteration 101Q: 15 clusters Score -2.644362e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 23033 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28410 members 
Mstep: Class 8 contains 33128 members 
Mstep: Class 10 contains 19228 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12741 members 
Mstep: Class 15 contains 21751 members 
Mstep: Class 18 contains 25942 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 17618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443626.000000 Penalty: 27982.333984
Iteration 102Q: 15 clusters Score -2.644363e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4697 members 
Mstep: Class 5 contains 23043 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28451 members 
Mstep: Class 8 contains 33193 members 
Mstep: Class 10 contains 19214 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12741 members 
Mstep: Class 15 contains 21755 members 
Mstep: Class 18 contains 25964 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 17498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443618.000000 Penalty: 27982.333984
Iteration 103Q: 15 clusters Score -2.644362e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 23050 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28501 members 
Mstep: Class 8 contains 33252 members 
Mstep: Class 10 contains 19202 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12743 members 
Mstep: Class 15 contains 21754 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 17366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443704.000000 Penalty: 27982.333984
Iteration 104Q: 15 clusters Score -2.64437e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4698 members 
Mstep: Class 5 contains 23064 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28536 members 
Mstep: Class 8 contains 33324 members 
Mstep: Class 10 contains 19183 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12743 members 
Mstep: Class 15 contains 21761 members 
Mstep: Class 18 contains 26012 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 17234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443632.000000 Penalty: 27982.333984
Iteration 105Q: 15 clusters Score -2.644363e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4697 members 
Mstep: Class 5 contains 23070 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28574 members 
Mstep: Class 8 contains 33375 members 
Mstep: Class 10 contains 19171 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 21759 members 
Mstep: Class 18 contains 26024 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 17127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443606.000000 Penalty: 27982.333984
Iteration 106Q: 15 clusters Score -2.644361e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4697 members 
Mstep: Class 5 contains 23079 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28573 members 
Mstep: Class 8 contains 33452 members 
Mstep: Class 10 contains 19162 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12745 members 
Mstep: Class 15 contains 21755 members 
Mstep: Class 18 contains 26042 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 17017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443608.000000 Penalty: 27982.333984
Iteration 107Q: 15 clusters Score -2.644361e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4697 members 
Mstep: Class 5 contains 23078 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28586 members 
Mstep: Class 8 contains 33526 members 
Mstep: Class 10 contains 19156 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12752 members 
Mstep: Class 15 contains 21748 members 
Mstep: Class 18 contains 26044 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 16909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443588.000000 Penalty: 27982.333984
Iteration 108Q: 15 clusters Score -2.644359e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4698 members 
Mstep: Class 5 contains 23082 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28604 members 
Mstep: Class 8 contains 33593 members 
Mstep: Class 10 contains 19145 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12750 members 
Mstep: Class 15 contains 21755 members 
Mstep: Class 18 contains 26046 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 16802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443586.000000 Penalty: 27982.333984
Iteration 109Q: 15 clusters Score -2.644359e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4701 members 
Mstep: Class 5 contains 23090 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28620 members 
Mstep: Class 8 contains 33657 members 
Mstep: Class 10 contains 19128 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12751 members 
Mstep: Class 15 contains 21765 members 
Mstep: Class 18 contains 26040 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 16680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443622.000000 Penalty: 27982.333984
Iteration 110Q: 15 clusters Score -2.644362e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4705 members 
Mstep: Class 5 contains 23094 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28631 members 
Mstep: Class 8 contains 33720 members 
Mstep: Class 10 contains 19111 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12756 members 
Mstep: Class 15 contains 21764 members 
Mstep: Class 18 contains 26045 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 16576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443666.000000 Penalty: 27982.333984
Iteration 111Q: 15 clusters Score -2.644367e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 23105 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28627 members 
Mstep: Class 8 contains 33782 members 
Mstep: Class 10 contains 19098 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12757 members 
Mstep: Class 15 contains 21768 members 
Mstep: Class 18 contains 26045 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 16467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443764.000000 Penalty: 27982.333984
Iteration 112Q: 15 clusters Score -2.644376e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 23109 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28618 members 
Mstep: Class 8 contains 33855 members 
Mstep: Class 10 contains 19089 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12750 members 
Mstep: Class 15 contains 21769 members 
Mstep: Class 18 contains 26030 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 16367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443782.000000 Penalty: 27982.333984
Iteration 113Q: 15 clusters Score -2.644378e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 23120 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28623 members 
Mstep: Class 8 contains 33904 members 
Mstep: Class 10 contains 19084 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 21781 members 
Mstep: Class 18 contains 26024 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 16267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443778.000000 Penalty: 27982.333984
Iteration 114Q: 15 clusters Score -2.644378e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 23132 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28636 members 
Mstep: Class 8 contains 33949 members 
Mstep: Class 10 contains 19071 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 21793 members 
Mstep: Class 18 contains 26019 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 16163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443786.000000 Penalty: 27982.333984
Iteration 115Q: 15 clusters Score -2.644379e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 23139 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28647 members 
Mstep: Class 8 contains 33997 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12755 members 
Mstep: Class 15 contains 21806 members 
Mstep: Class 18 contains 26005 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 16060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443846.000000 Penalty: 27982.333984
Iteration 116Q: 15 clusters Score -2.644385e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4710 members 
Mstep: Class 5 contains 23145 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28649 members 
Mstep: Class 8 contains 34056 members 
Mstep: Class 10 contains 19060 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12755 members 
Mstep: Class 15 contains 21804 members 
Mstep: Class 18 contains 26008 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 15965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443868.000000 Penalty: 27982.333984
Iteration 117Q: 15 clusters Score -2.644387e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4710 members 
Mstep: Class 5 contains 23147 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28657 members 
Mstep: Class 8 contains 34112 members 
Mstep: Class 10 contains 19055 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12756 members 
Mstep: Class 15 contains 21815 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 15866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443868.000000 Penalty: 27982.333984
Iteration 118Q: 15 clusters Score -2.644387e+07 nChanged 290
Entering ConstructFrom: 
Score: -26443868.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (31004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Entering Unmasked Estep 
Score: -3792728.500000 Penalty: 1680.554077
	Iteration 0F: 2 clusters Score -3792728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3772110.000000 Penalty: 3361.108154
	Iteration 0F: 3 clusters Score -3772110 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3780391.500000 Penalty: 3361.108154
	Iteration 1F: 3 clusters Score -3780392 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3781144.750000 Penalty: 3361.108154
	Iteration 2F: 3 clusters Score -3781145 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -3782160.000000 Penalty: 3361.108154
	Iteration 3F: 3 clusters Score -3782160 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -3783504.500000 Penalty: 3361.108154
	Iteration 4F: 3 clusters Score -3783504 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3785153.250000 Penalty: 3361.108154
	Iteration 5F: 3 clusters Score -3785153 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3786806.000000 Penalty: 3361.108154
	Iteration 6F: 3 clusters Score -3786806 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3788312.500000 Penalty: 3361.108154
	Iteration 7F: 3 clusters Score -3788312 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3789435.500000 Penalty: 3361.108154
	Iteration 8Q: 3 clusters Score -3789436 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3790286.500000 Penalty: 3361.108154
	Iteration 9Q: 3 clusters Score -3790286 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -3790750.000000 Penalty: 3361.108154
	Iteration 10Q: 3 clusters Score -3790750 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -3791014.750000 Penalty: 3361.108154
	Iteration 11Q: 3 clusters Score -3791015 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -3791143.250000 Penalty: 3361.108154
	Iteration 12Q: 3 clusters Score -3791143 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -3791224.000000 Penalty: 3361.108154
	Iteration 13Q: 3 clusters Score -3791224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -3791269.750000 Penalty: 3361.108154
	Iteration 14Q: 3 clusters Score -3791270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -3791311.750000 Penalty: 3361.108154
	Iteration 15Q: 3 clusters Score -3791312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -3791344.000000 Penalty: 3361.108154
	Iteration 16Q: 3 clusters Score -3791344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -3791360.250000 Penalty: 3361.108154
	Iteration 17Q: 3 clusters Score -3791360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3791367.500000 Penalty: 3361.108154
	Iteration 18Q: 3 clusters Score -3791368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -3791374.500000 Penalty: 3361.108154
	Iteration 19Q: 3 clusters Score -3791374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3791380.750000 Penalty: 3361.108154
	Iteration 20F: 3 clusters Score -3791381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -3791384.750000 Penalty: 3361.108154
	Iteration 21Q: 3 clusters Score -3791385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3791385.750000 Penalty: 3361.108154
	Iteration 22Q: 3 clusters Score -3791386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -3791383.250000 Penalty: 3361.108154
	Iteration 23Q: 3 clusters Score -3791383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3791385.250000 Penalty: 3361.108154
	Iteration 24Q: 3 clusters Score -3791385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3791389.750000 Penalty: 3361.108154
	Iteration 25Q: 3 clusters Score -3791390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3791389.000000 Penalty: 3361.108154
	Iteration 26Q: 3 clusters Score -3791389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3791389.000000 Penalty: 3361.108154
	Iteration 27F: 3 clusters Score -3791389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -38252.511719 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -38252.51 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 195 members 
Entering Unmasked Estep 
Score: -37419.511719 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -37419.51 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37686.007812 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -37686.01 nChanged 26
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: -37733.968750 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -37733.97 nChanged 10
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: -37758.820312 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -37758.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37809.628906 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -37809.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37840.140625 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -37840.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37847.906250 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -37847.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37852.550781 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -37852.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37868.656250 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -37868.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37877.789062 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -37877.79 nChanged 2
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: -37883.511719 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -37883.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37887.933594 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -37887.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37890.703125 Penalty: 1931.409912
	Iteration 12Q: 3 clusters Score -37890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37890.703125 Penalty: 1931.409912
	Iteration 13F: 3 clusters Score -37890.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Entering Unmasked Estep 
Score: -545937.125000 Penalty: 1374.299927
	Iteration 0F: 2 clusters Score -545937.1 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 2400 members 
Entering Unmasked Estep 
Score: -542181.875000 Penalty: 2748.599854
	Iteration 0F: 3 clusters Score -542181.9 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -543252.687500 Penalty: 2748.599854
	Iteration 1F: 3 clusters Score -543252.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -543413.750000 Penalty: 2748.599854
	Iteration 2F: 3 clusters Score -543413.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -543548.750000 Penalty: 2748.599854
	Iteration 3Q: 3 clusters Score -543548.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -543671.937500 Penalty: 2748.599854
	Iteration 4Q: 3 clusters Score -543671.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -543775.500000 Penalty: 2748.599854
	Iteration 5Q: 3 clusters Score -543775.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -543853.437500 Penalty: 2748.599854
	Iteration 6Q: 3 clusters Score -543853.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -543919.187500 Penalty: 2748.599854
	Iteration 7Q: 3 clusters Score -543919.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -543978.812500 Penalty: 2748.599854
	Iteration 8Q: 3 clusters Score -543978.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -544031.062500 Penalty: 2748.599854
	Iteration 9Q: 3 clusters Score -544031.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -544088.125000 Penalty: 2748.599854
	Iteration 10Q: 3 clusters Score -544088.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -544144.875000 Penalty: 2748.599854
	Iteration 11Q: 3 clusters Score -544144.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -544188.812500 Penalty: 2748.599854
	Iteration 12Q: 3 clusters Score -544188.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -544225.562500 Penalty: 2748.599854
	Iteration 13Q: 3 clusters Score -544225.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -544256.812500 Penalty: 2748.599854
	Iteration 14Q: 3 clusters Score -544256.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -544285.125000 Penalty: 2748.599854
	Iteration 15Q: 3 clusters Score -544285.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -544307.687500 Penalty: 2748.599854
	Iteration 16Q: 3 clusters Score -544307.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -544327.062500 Penalty: 2748.599854
	Iteration 17Q: 3 clusters Score -544327.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -544339.062500 Penalty: 2748.599854
	Iteration 18Q: 3 clusters Score -544339.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -544353.562500 Penalty: 2748.599854
	Iteration 19Q: 3 clusters Score -544353.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -544372.312500 Penalty: 2748.599854
	Iteration 20F: 3 clusters Score -544372.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -544391.937500 Penalty: 2748.599854
	Iteration 21Q: 3 clusters Score -544391.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -544409.187500 Penalty: 2748.599854
	Iteration 22Q: 3 clusters Score -544409.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -544423.000000 Penalty: 2748.599854
	Iteration 23Q: 3 clusters Score -544423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -544440.625000 Penalty: 2748.599854
	Iteration 24Q: 3 clusters Score -544440.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -544460.812500 Penalty: 2748.599854
	Iteration 25Q: 3 clusters Score -544460.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -544480.187500 Penalty: 2748.599854
	Iteration 26Q: 3 clusters Score -544480.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -544494.562500 Penalty: 2748.599854
	Iteration 27Q: 3 clusters Score -544494.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -544506.062500 Penalty: 2748.599854
	Iteration 28Q: 3 clusters Score -544506.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -544514.562500 Penalty: 2748.599854
	Iteration 29Q: 3 clusters Score -544514.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -544520.812500 Penalty: 2748.599854
	Iteration 30Q: 3 clusters Score -544520.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -544530.625000 Penalty: 2748.599854
	Iteration 31Q: 3 clusters Score -544530.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -544543.000000 Penalty: 2748.599854
	Iteration 32Q: 3 clusters Score -544543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -544555.875000 Penalty: 2748.599854
	Iteration 33Q: 3 clusters Score -544555.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -544566.937500 Penalty: 2748.599854
	Iteration 34Q: 3 clusters Score -544566.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -544577.000000 Penalty: 2748.599854
	Iteration 35Q: 3 clusters Score -544577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -544588.250000 Penalty: 2748.599854
	Iteration 36Q: 3 clusters Score -544588.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -544601.750000 Penalty: 2748.599854
	Iteration 37Q: 3 clusters Score -544601.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -544616.750000 Penalty: 2748.599854
	Iteration 38Q: 3 clusters Score -544616.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -544626.375000 Penalty: 2748.599854
	Iteration 39Q: 3 clusters Score -544626.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -544635.625000 Penalty: 2748.599854
	Iteration 40F: 3 clusters Score -544635.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -544645.000000 Penalty: 2748.599854
	Iteration 41Q: 3 clusters Score -544645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -544653.625000 Penalty: 2748.599854
	Iteration 42Q: 3 clusters Score -544653.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -544666.062500 Penalty: 2748.599854
	Iteration 43Q: 3 clusters Score -544666.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -544681.187500 Penalty: 2748.599854
	Iteration 44Q: 3 clusters Score -544681.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -544690.625000 Penalty: 2748.599854
	Iteration 45Q: 3 clusters Score -544690.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -544697.750000 Penalty: 2748.599854
	Iteration 46Q: 3 clusters Score -544697.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -544706.250000 Penalty: 2748.599854
	Iteration 47Q: 3 clusters Score -544706.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -544713.687500 Penalty: 2748.599854
	Iteration 48Q: 3 clusters Score -544713.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -544719.312500 Penalty: 2748.599854
	Iteration 49Q: 3 clusters Score -544719.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -544722.312500 Penalty: 2748.599854
	Iteration 50Q: 3 clusters Score -544722.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -544723.812500 Penalty: 2748.599854
	Iteration 51Q: 3 clusters Score -544723.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -544725.812500 Penalty: 2748.599854
	Iteration 52Q: 3 clusters Score -544725.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -544728.000000 Penalty: 2748.599854
	Iteration 53Q: 3 clusters Score -544728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -544732.750000 Penalty: 2748.599854
	Iteration 54Q: 3 clusters Score -544732.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -544735.500000 Penalty: 2748.599854
	Iteration 55Q: 3 clusters Score -544735.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -544737.437500 Penalty: 2748.599854
	Iteration 56Q: 3 clusters Score -544737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -544738.437500 Penalty: 2748.599854
	Iteration 57Q: 3 clusters Score -544738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -544737.312500 Penalty: 2748.599854
	Iteration 58Q: 3 clusters Score -544737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -544737.500000 Penalty: 2748.599854
	Iteration 59Q: 3 clusters Score -544737.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -544737.500000 Penalty: 2748.599854
	Iteration 60F: 3 clusters Score -544737.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Entering Unmasked Estep 
Score: -2855384.500000 Penalty: 1633.049194
	Iteration 0F: 2 clusters Score -2855384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2839760.500000 Penalty: 3266.098389
	Iteration 0F: 3 clusters Score -2839760 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2845454.000000 Penalty: 3266.098389
	Iteration 1F: 3 clusters Score -2845454 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2845777.250000 Penalty: 3266.098389
	Iteration 2Q: 3 clusters Score -2845777 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2846075.000000 Penalty: 3266.098389
	Iteration 3Q: 3 clusters Score -2846075 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2846399.750000 Penalty: 3266.098389
	Iteration 4Q: 3 clusters Score -2846400 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2846862.000000 Penalty: 3266.098389
	Iteration 5Q: 3 clusters Score -2846862 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2847500.000000 Penalty: 3266.098389
	Iteration 6F: 3 clusters Score -2847500 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2848516.000000 Penalty: 3266.098389
	Iteration 7F: 3 clusters Score -2848516 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2849939.500000 Penalty: 3266.098389
	Iteration 8F: 3 clusters Score -2849940 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2851701.000000 Penalty: 3266.098389
	Iteration 9F: 3 clusters Score -2851701 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2852928.500000 Penalty: 3266.098389
	Iteration 10F: 3 clusters Score -2852928 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2853525.500000 Penalty: 3266.098389
	Iteration 11Q: 3 clusters Score -2853526 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2853769.750000 Penalty: 3266.098389
	Iteration 12Q: 3 clusters Score -2853770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2853900.500000 Penalty: 3266.098389
	Iteration 13Q: 3 clusters Score -2853900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2853961.750000 Penalty: 3266.098389
	Iteration 14Q: 3 clusters Score -2853962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2854000.250000 Penalty: 3266.098389
	Iteration 15Q: 3 clusters Score -2854000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2854016.000000 Penalty: 3266.098389
	Iteration 16Q: 3 clusters Score -2854016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2854021.750000 Penalty: 3266.098389
	Iteration 17Q: 3 clusters Score -2854022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2854023.500000 Penalty: 3266.098389
	Iteration 18Q: 3 clusters Score -2854024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2854028.500000 Penalty: 3266.098389
	Iteration 19Q: 3 clusters Score -2854028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2854033.250000 Penalty: 3266.098389
	Iteration 20F: 3 clusters Score -2854033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2854032.750000 Penalty: 3266.098389
	Iteration 21Q: 3 clusters Score -2854033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2854036.250000 Penalty: 3266.098389
	Iteration 22Q: 3 clusters Score -2854036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2854043.750000 Penalty: 3266.098389
	Iteration 23Q: 3 clusters Score -2854044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2854055.250000 Penalty: 3266.098389
	Iteration 24Q: 3 clusters Score -2854055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2854056.250000 Penalty: 3266.098389
	Iteration 25Q: 3 clusters Score -2854056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2854056.250000 Penalty: 3266.098389
	Iteration 26F: 3 clusters Score -2854056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53649.703125 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53649.7 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 183 members 
Entering Unmasked Estep 
Score: -52712.347656 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52712.35 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52856.515625 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52856.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52878.781250 Penalty: 1884.705200
	Iteration 2Q: 3 clusters Score -52878.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52889.445312 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52889.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52889.445312 Penalty: 1884.705200
	Iteration 4F: 3 clusters Score -52889.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Entering Unmasked Estep 
Score: -3568410.750000 Penalty: 1667.824707
	Iteration 0F: 2 clusters Score -3568411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3551188.500000 Penalty: 3335.649414
	Iteration 0F: 3 clusters Score -3551188 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3558277.750000 Penalty: 3335.649414
	Iteration 1F: 3 clusters Score -3558278 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3558753.500000 Penalty: 3335.649414
	Iteration 2Q: 3 clusters Score -3558754 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -3559303.750000 Penalty: 3335.649414
	Iteration 3Q: 3 clusters Score -3559304 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3560120.250000 Penalty: 3335.649414
	Iteration 4F: 3 clusters Score -3560120 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3561468.000000 Penalty: 3335.649414
	Iteration 5F: 3 clusters Score -3561468 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3563200.250000 Penalty: 3335.649414
	Iteration 6F: 3 clusters Score -3563200 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3564827.000000 Penalty: 3335.649414
	Iteration 7F: 3 clusters Score -3564827 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3565930.000000 Penalty: 3335.649414
	Iteration 8F: 3 clusters Score -3565930 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3566545.500000 Penalty: 3335.649414
	Iteration 9Q: 3 clusters Score -3566546 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3566822.500000 Penalty: 3335.649414
	Iteration 10Q: 3 clusters Score -3566822 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3566898.500000 Penalty: 3335.649414
	Iteration 11Q: 3 clusters Score -3566898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3566947.750000 Penalty: 3335.649414
	Iteration 12Q: 3 clusters Score -3566948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -3566979.000000 Penalty: 3335.649414
	Iteration 13Q: 3 clusters Score -3566979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3566990.750000 Penalty: 3335.649414
	Iteration 14Q: 3 clusters Score -3566991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3567004.500000 Penalty: 3335.649414
	Iteration 15Q: 3 clusters Score -3567004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -3567008.750000 Penalty: 3335.649414
	Iteration 16Q: 3 clusters Score -3567009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -3567011.250000 Penalty: 3335.649414
	Iteration 17Q: 3 clusters Score -3567011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3567025.000000 Penalty: 3335.649414
	Iteration 18Q: 3 clusters Score -3567025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3567041.750000 Penalty: 3335.649414
	Iteration 19Q: 3 clusters Score -3567042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -3567046.250000 Penalty: 3335.649414
	Iteration 20F: 3 clusters Score -3567046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -3567047.250000 Penalty: 3335.649414
	Iteration 21Q: 3 clusters Score -3567047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -3567051.500000 Penalty: 3335.649414
	Iteration 22Q: 3 clusters Score -3567052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3567053.500000 Penalty: 3335.649414
	Iteration 23Q: 3 clusters Score -3567054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3567056.750000 Penalty: 3335.649414
	Iteration 24Q: 3 clusters Score -3567057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3567060.000000 Penalty: 3335.649414
	Iteration 25Q: 3 clusters Score -3567060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3567061.500000 Penalty: 3335.649414
	Iteration 26Q: 3 clusters Score -3567062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3567058.750000 Penalty: 3335.649414
	Iteration 27Q: 3 clusters Score -3567059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3567068.500000 Penalty: 3335.649414
	Iteration 28Q: 3 clusters Score -3567068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -3567069.000000 Penalty: 3335.649414
	Iteration 29Q: 3 clusters Score -3567069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -3567069.000000 Penalty: 3335.649414
	Iteration 30F: 3 clusters Score -3567069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Entering Unmasked Estep 
Score: -4259240.500000 Penalty: 1696.320923
	Iteration 0F: 2 clusters Score -4259240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4239053.500000 Penalty: 3392.641846
	Iteration 0F: 3 clusters Score -4239054 nChanged 15787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4247831.000000 Penalty: 3392.641846
	Iteration 1F: 3 clusters Score -4247831 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4248259.000000 Penalty: 3392.641846
	Iteration 2Q: 3 clusters Score -4248259 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -4248699.500000 Penalty: 3392.641846
	Iteration 3Q: 3 clusters Score -4248700 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -4249309.000000 Penalty: 3392.641846
	Iteration 4Q: 3 clusters Score -4249309 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -4250285.000000 Penalty: 3392.641846
	Iteration 5Q: 3 clusters Score -4250285 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4251484.500000 Penalty: 3392.641846
	Iteration 6F: 3 clusters Score -4251484 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4252756.500000 Penalty: 3392.641846
	Iteration 7F: 3 clusters Score -4252756 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -4254012.000000 Penalty: 3392.641846
	Iteration 8F: 3 clusters Score -4254012 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -4255033.000000 Penalty: 3392.641846
	Iteration 9F: 3 clusters Score -4255033 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4255783.500000 Penalty: 3392.641846
	Iteration 10Q: 3 clusters Score -4255784 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -4256228.000000 Penalty: 3392.641846
	Iteration 11Q: 3 clusters Score -4256228 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -4256429.500000 Penalty: 3392.641846
	Iteration 12Q: 3 clusters Score -4256430 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4256554.500000 Penalty: 3392.641846
	Iteration 13Q: 3 clusters Score -4256554 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -4256641.500000 Penalty: 3392.641846
	Iteration 14Q: 3 clusters Score -4256642 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -4256691.000000 Penalty: 3392.641846
	Iteration 15Q: 3 clusters Score -4256691 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -4256725.500000 Penalty: 3392.641846
	Iteration 16Q: 3 clusters Score -4256726 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -4256735.000000 Penalty: 3392.641846
	Iteration 17Q: 3 clusters Score -4256735 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -4256778.000000 Penalty: 3392.641846
	Iteration 18Q: 3 clusters Score -4256778 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -4256821.500000 Penalty: 3392.641846
	Iteration 19Q: 3 clusters Score -4256822 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -4256818.000000 Penalty: 3392.641846
	Iteration 20F: 3 clusters Score -4256818 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -4256856.000000 Penalty: 3392.641846
	Iteration 21Q: 3 clusters Score -4256856 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -4256914.500000 Penalty: 3392.641846
	Iteration 22Q: 3 clusters Score -4256914 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -4256954.500000 Penalty: 3392.641846
	Iteration 23Q: 3 clusters Score -4256954 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -4256979.000000 Penalty: 3392.641846
	Iteration 24Q: 3 clusters Score -4256979 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4257021.500000 Penalty: 3392.641846
	Iteration 25Q: 3 clusters Score -4257022 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -4257029.000000 Penalty: 3392.641846
	Iteration 26Q: 3 clusters Score -4257029 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -4257058.000000 Penalty: 3392.641846
	Iteration 27Q: 3 clusters Score -4257058 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4257073.000000 Penalty: 3392.641846
	Iteration 28Q: 3 clusters Score -4257073 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4257083.000000 Penalty: 3392.641846
	Iteration 29Q: 3 clusters Score -4257083 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4257082.000000 Penalty: 3392.641846
	Iteration 30Q: 3 clusters Score -4257082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4257095.000000 Penalty: 3392.641846
	Iteration 31Q: 3 clusters Score -4257095 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -4257119.500000 Penalty: 3392.641846
	Iteration 32Q: 3 clusters Score -4257120 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4257138.500000 Penalty: 3392.641846
	Iteration 33Q: 3 clusters Score -4257138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4257133.000000 Penalty: 3392.641846
	Iteration 34Q: 3 clusters Score -4257133 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4257127.000000 Penalty: 3392.641846
	Iteration 35Q: 3 clusters Score -4257127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4257161.500000 Penalty: 3392.641846
	Iteration 36Q: 3 clusters Score -4257162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -4257169.000000 Penalty: 3392.641846
	Iteration 37Q: 3 clusters Score -4257169 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4257172.000000 Penalty: 3392.641846
	Iteration 38Q: 3 clusters Score -4257172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -4257179.000000 Penalty: 3392.641846
	Iteration 39Q: 3 clusters Score -4257179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -4257217.500000 Penalty: 3392.641846
	Iteration 40F: 3 clusters Score -4257218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -4257225.000000 Penalty: 3392.641846
	Iteration 41Q: 3 clusters Score -4257225 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -4257275.500000 Penalty: 3392.641846
	Iteration 42Q: 3 clusters Score -4257276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -4257285.500000 Penalty: 3392.641846
	Iteration 43Q: 3 clusters Score -4257286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4257309.000000 Penalty: 3392.641846
	Iteration 44Q: 3 clusters Score -4257309 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -4257303.000000 Penalty: 3392.641846
	Iteration 45Q: 3 clusters Score -4257303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4257320.000000 Penalty: 3392.641846
	Iteration 46Q: 3 clusters Score -4257320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4257334.500000 Penalty: 3392.641846
	Iteration 47Q: 3 clusters Score -4257334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -4257370.000000 Penalty: 3392.641846
	Iteration 48Q: 3 clusters Score -4257370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -4257379.500000 Penalty: 3392.641846
	Iteration 49Q: 3 clusters Score -4257380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4257396.500000 Penalty: 3392.641846
	Iteration 50Q: 3 clusters Score -4257396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4257410.000000 Penalty: 3392.641846
	Iteration 51Q: 3 clusters Score -4257410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4257431.000000 Penalty: 3392.641846
	Iteration 52Q: 3 clusters Score -4257431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4257439.500000 Penalty: 3392.641846
	Iteration 53Q: 3 clusters Score -4257440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4257446.000000 Penalty: 3392.641846
	Iteration 54Q: 3 clusters Score -4257446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4257478.000000 Penalty: 3392.641846
	Iteration 55Q: 3 clusters Score -4257478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4257477.500000 Penalty: 3392.641846
	Iteration 56Q: 3 clusters Score -4257478 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -4257493.000000 Penalty: 3392.641846
	Iteration 57Q: 3 clusters Score -4257493 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4257500.500000 Penalty: 3392.641846
	Iteration 58Q: 3 clusters Score -4257500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4257493.500000 Penalty: 3392.641846
	Iteration 59Q: 3 clusters Score -4257494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -4257501.000000 Penalty: 3392.641846
	Iteration 60F: 3 clusters Score -4257501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4257516.500000 Penalty: 3392.641846
	Iteration 61Q: 3 clusters Score -4257516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -4257527.000000 Penalty: 3392.641846
	Iteration 62Q: 3 clusters Score -4257527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4257519.500000 Penalty: 3392.641846
	Iteration 63Q: 3 clusters Score -4257520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4257517.000000 Penalty: 3392.641846
	Iteration 64Q: 3 clusters Score -4257517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4257509.500000 Penalty: 3392.641846
	Iteration 65Q: 3 clusters Score -4257510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4257506.000000 Penalty: 3392.641846
	Iteration 66Q: 3 clusters Score -4257506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -4257512.000000 Penalty: 3392.641846
	Iteration 67Q: 3 clusters Score -4257512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4257522.000000 Penalty: 3392.641846
	Iteration 68Q: 3 clusters Score -4257522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4257544.000000 Penalty: 3392.641846
	Iteration 69Q: 3 clusters Score -4257544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4257545.000000 Penalty: 3392.641846
	Iteration 70Q: 3 clusters Score -4257545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4257540.000000 Penalty: 3392.641846
	Iteration 71Q: 3 clusters Score -4257540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4257534.000000 Penalty: 3392.641846
	Iteration 72Q: 3 clusters Score -4257534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4257544.500000 Penalty: 3392.641846
	Iteration 73Q: 3 clusters Score -4257544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4257553.500000 Penalty: 3392.641846
	Iteration 74Q: 3 clusters Score -4257554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4257561.500000 Penalty: 3392.641846
	Iteration 75Q: 3 clusters Score -4257562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4257565.000000 Penalty: 3392.641846
	Iteration 76Q: 3 clusters Score -4257565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4257573.500000 Penalty: 3392.641846
	Iteration 77Q: 3 clusters Score -4257574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4257573.500000 Penalty: 3392.641846
	Iteration 78Q: 3 clusters Score -4257574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4257577.000000 Penalty: 3392.641846
	Iteration 79Q: 3 clusters Score -4257577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -4257603.500000 Penalty: 3392.641846
	Iteration 80F: 3 clusters Score -4257604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4257605.000000 Penalty: 3392.641846
	Iteration 81Q: 3 clusters Score -4257605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4257614.000000 Penalty: 3392.641846
	Iteration 82Q: 3 clusters Score -4257614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4257611.500000 Penalty: 3392.641846
	Iteration 83Q: 3 clusters Score -4257612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4257617.000000 Penalty: 3392.641846
	Iteration 84Q: 3 clusters Score -4257617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4257620.500000 Penalty: 3392.641846
	Iteration 85Q: 3 clusters Score -4257620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4257624.500000 Penalty: 3392.641846
	Iteration 86Q: 3 clusters Score -4257624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4257630.000000 Penalty: 3392.641846
	Iteration 87Q: 3 clusters Score -4257630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4257623.000000 Penalty: 3392.641846
	Iteration 88Q: 3 clusters Score -4257623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4257624.500000 Penalty: 3392.641846
	Iteration 89Q: 3 clusters Score -4257624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4257635.000000 Penalty: 3392.641846
	Iteration 90Q: 3 clusters Score -4257635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4257642.500000 Penalty: 3392.641846
	Iteration 91Q: 3 clusters Score -4257642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4257648.500000 Penalty: 3392.641846
	Iteration 92Q: 3 clusters Score -4257648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4257643.500000 Penalty: 3392.641846
	Iteration 93Q: 3 clusters Score -4257644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4257646.500000 Penalty: 3392.641846
	Iteration 94Q: 3 clusters Score -4257646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4257646.500000 Penalty: 3392.641846
	Iteration 95Q: 3 clusters Score -4257646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4257643.500000 Penalty: 3392.641846
	Iteration 96Q: 3 clusters Score -4257644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4257644.500000 Penalty: 3392.641846
	Iteration 97Q: 3 clusters Score -4257644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4257649.000000 Penalty: 3392.641846
	Iteration 98Q: 3 clusters Score -4257649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4257649.000000 Penalty: 3392.641846
	Iteration 99F: 3 clusters Score -4257649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Entering Unmasked Estep 
Score: -2287789.500000 Penalty: 1601.383057
	Iteration 0F: 2 clusters Score -2287790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2274809.750000 Penalty: 3202.766113
	Iteration 0F: 3 clusters Score -2274810 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2279462.500000 Penalty: 3202.766113
	Iteration 1F: 3 clusters Score -2279462 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2279878.250000 Penalty: 3202.766113
	Iteration 2F: 3 clusters Score -2279878 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2280254.750000 Penalty: 3202.766113
	Iteration 3F: 3 clusters Score -2280255 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2280728.000000 Penalty: 3202.766113
	Iteration 4Q: 3 clusters Score -2280728 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2281348.000000 Penalty: 3202.766113
	Iteration 5F: 3 clusters Score -2281348 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2282140.500000 Penalty: 3202.766113
	Iteration 6F: 3 clusters Score -2282140 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2283017.250000 Penalty: 3202.766113
	Iteration 7F: 3 clusters Score -2283017 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2283829.500000 Penalty: 3202.766113
	Iteration 8F: 3 clusters Score -2283830 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2284531.250000 Penalty: 3202.766113
	Iteration 9Q: 3 clusters Score -2284531 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2285046.750000 Penalty: 3202.766113
	Iteration 10Q: 3 clusters Score -2285047 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2285402.750000 Penalty: 3202.766113
	Iteration 11Q: 3 clusters Score -2285403 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2285678.000000 Penalty: 3202.766113
	Iteration 12Q: 3 clusters Score -2285678 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2285832.500000 Penalty: 3202.766113
	Iteration 13Q: 3 clusters Score -2285832 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2285946.500000 Penalty: 3202.766113
	Iteration 14Q: 3 clusters Score -2285946 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2286027.500000 Penalty: 3202.766113
	Iteration 15Q: 3 clusters Score -2286028 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2286086.250000 Penalty: 3202.766113
	Iteration 16Q: 3 clusters Score -2286086 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2286129.250000 Penalty: 3202.766113
	Iteration 17Q: 3 clusters Score -2286129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2286157.750000 Penalty: 3202.766113
	Iteration 18Q: 3 clusters Score -2286158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2286175.000000 Penalty: 3202.766113
	Iteration 19Q: 3 clusters Score -2286175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2286199.750000 Penalty: 3202.766113
	Iteration 20F: 3 clusters Score -2286200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2286225.250000 Penalty: 3202.766113
	Iteration 21Q: 3 clusters Score -2286225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2286242.500000 Penalty: 3202.766113
	Iteration 22Q: 3 clusters Score -2286242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2286254.750000 Penalty: 3202.766113
	Iteration 23Q: 3 clusters Score -2286255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2286261.000000 Penalty: 3202.766113
	Iteration 24Q: 3 clusters Score -2286261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2286268.000000 Penalty: 3202.766113
	Iteration 25Q: 3 clusters Score -2286268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2286279.500000 Penalty: 3202.766113
	Iteration 26Q: 3 clusters Score -2286280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2286291.250000 Penalty: 3202.766113
	Iteration 27Q: 3 clusters Score -2286291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2286308.250000 Penalty: 3202.766113
	Iteration 28Q: 3 clusters Score -2286308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2286319.000000 Penalty: 3202.766113
	Iteration 29Q: 3 clusters Score -2286319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2286333.000000 Penalty: 3202.766113
	Iteration 30Q: 3 clusters Score -2286333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2286336.500000 Penalty: 3202.766113
	Iteration 31Q: 3 clusters Score -2286336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2286341.500000 Penalty: 3202.766113
	Iteration 32Q: 3 clusters Score -2286342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2286345.750000 Penalty: 3202.766113
	Iteration 33Q: 3 clusters Score -2286346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2286349.750000 Penalty: 3202.766113
	Iteration 34Q: 3 clusters Score -2286350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2286355.000000 Penalty: 3202.766113
	Iteration 35Q: 3 clusters Score -2286355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2286363.000000 Penalty: 3202.766113
	Iteration 36Q: 3 clusters Score -2286363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2286368.750000 Penalty: 3202.766113
	Iteration 37Q: 3 clusters Score -2286369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2286373.000000 Penalty: 3202.766113
	Iteration 38Q: 3 clusters Score -2286373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2286378.750000 Penalty: 3202.766113
	Iteration 39Q: 3 clusters Score -2286379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2286380.500000 Penalty: 3202.766113
	Iteration 40F: 3 clusters Score -2286380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2286385.250000 Penalty: 3202.766113
	Iteration 41Q: 3 clusters Score -2286385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2286384.750000 Penalty: 3202.766113
	Iteration 42Q: 3 clusters Score -2286385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2286384.750000 Penalty: 3202.766113
	Iteration 43F: 3 clusters Score -2286385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -16035.350586 Penalty: 817.446167
	Iteration 0F: 2 clusters Score -16035.35 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 79 members 
Entering Unmasked Estep 
Score: -15435.416992 Penalty: 1634.892334
	Iteration 0F: 3 clusters Score -15435.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -15525.563477 Penalty: 1634.892334
	Iteration 1F: 3 clusters Score -15525.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -15570.911133 Penalty: 1634.892334
	Iteration 2Q: 3 clusters Score -15570.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15576.708008 Penalty: 1634.892334
	Iteration 3Q: 3 clusters Score -15576.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -15590.311523 Penalty: 1634.892334
	Iteration 4Q: 3 clusters Score -15590.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -15595.857422 Penalty: 1634.892334
	Iteration 5Q: 3 clusters Score -15595.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -15595.857422 Penalty: 1634.892334
	Iteration 6F: 3 clusters Score -15595.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Entering Unmasked Estep 
Score: -1577155.125000 Penalty: 1536.209961
	Iteration 0F: 2 clusters Score -1577155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1568176.625000 Penalty: 3072.419922
	Iteration 0F: 3 clusters Score -1568177 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1571206.875000 Penalty: 3072.419922
	Iteration 1F: 3 clusters Score -1571207 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1571468.000000 Penalty: 3072.419922
	Iteration 2F: 3 clusters Score -1571468 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1571686.500000 Penalty: 3072.419922
	Iteration 3Q: 3 clusters Score -1571686 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1571913.875000 Penalty: 3072.419922
	Iteration 4Q: 3 clusters Score -1571914 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1572125.500000 Penalty: 3072.419922
	Iteration 5Q: 3 clusters Score -1572126 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1572367.125000 Penalty: 3072.419922
	Iteration 6Q: 3 clusters Score -1572367 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1572642.750000 Penalty: 3072.419922
	Iteration 7Q: 3 clusters Score -1572643 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1572957.750000 Penalty: 3072.419922
	Iteration 8Q: 3 clusters Score -1572958 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1573337.250000 Penalty: 3072.419922
	Iteration 9Q: 3 clusters Score -1573337 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1573769.375000 Penalty: 3072.419922
	Iteration 10Q: 3 clusters Score -1573769 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1574248.000000 Penalty: 3072.419922
	Iteration 11Q: 3 clusters Score -1574248 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1574704.500000 Penalty: 3072.419922
	Iteration 12Q: 3 clusters Score -1574704 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1575068.250000 Penalty: 3072.419922
	Iteration 13Q: 3 clusters Score -1575068 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1575320.250000 Penalty: 3072.419922
	Iteration 14Q: 3 clusters Score -1575320 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1575494.625000 Penalty: 3072.419922
	Iteration 15Q: 3 clusters Score -1575495 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1575603.750000 Penalty: 3072.419922
	Iteration 16Q: 3 clusters Score -1575604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1575669.750000 Penalty: 3072.419922
	Iteration 17Q: 3 clusters Score -1575670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1575716.500000 Penalty: 3072.419922
	Iteration 18Q: 3 clusters Score -1575716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1575752.625000 Penalty: 3072.419922
	Iteration 19Q: 3 clusters Score -1575753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1575771.125000 Penalty: 3072.419922
	Iteration 20F: 3 clusters Score -1575771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1575790.000000 Penalty: 3072.419922
	Iteration 21Q: 3 clusters Score -1575790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1575798.750000 Penalty: 3072.419922
	Iteration 22Q: 3 clusters Score -1575799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1575809.500000 Penalty: 3072.419922
	Iteration 23Q: 3 clusters Score -1575810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1575821.500000 Penalty: 3072.419922
	Iteration 24Q: 3 clusters Score -1575822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1575826.875000 Penalty: 3072.419922
	Iteration 25Q: 3 clusters Score -1575827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1575827.125000 Penalty: 3072.419922
	Iteration 26Q: 3 clusters Score -1575827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1575827.125000 Penalty: 3072.419922
	Iteration 27F: 3 clusters Score -1575827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Entering Unmasked Estep 
Score: -2667670.500000 Penalty: 1623.469604
	Iteration 0F: 2 clusters Score -2667670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2652852.250000 Penalty: 3246.939209
	Iteration 0F: 3 clusters Score -2652852 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2658357.250000 Penalty: 3246.939209
	Iteration 1F: 3 clusters Score -2658357 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2658714.000000 Penalty: 3246.939209
	Iteration 2Q: 3 clusters Score -2658714 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2659052.000000 Penalty: 3246.939209
	Iteration 3Q: 3 clusters Score -2659052 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2659449.500000 Penalty: 3246.939209
	Iteration 4Q: 3 clusters Score -2659450 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2659875.750000 Penalty: 3246.939209
	Iteration 5Q: 3 clusters Score -2659876 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2660378.750000 Penalty: 3246.939209
	Iteration 6Q: 3 clusters Score -2660379 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2661022.750000 Penalty: 3246.939209
	Iteration 7Q: 3 clusters Score -2661023 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2661806.250000 Penalty: 3246.939209
	Iteration 8F: 3 clusters Score -2661806 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2662623.750000 Penalty: 3246.939209
	Iteration 9F: 3 clusters Score -2662624 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2663304.750000 Penalty: 3246.939209
	Iteration 10Q: 3 clusters Score -2663305 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2663726.000000 Penalty: 3246.939209
	Iteration 11Q: 3 clusters Score -2663726 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2663977.500000 Penalty: 3246.939209
	Iteration 12Q: 3 clusters Score -2663978 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2664167.750000 Penalty: 3246.939209
	Iteration 13Q: 3 clusters Score -2664168 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2664374.750000 Penalty: 3246.939209
	Iteration 14Q: 3 clusters Score -2664375 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2664551.250000 Penalty: 3246.939209
	Iteration 15Q: 3 clusters Score -2664551 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2664684.250000 Penalty: 3246.939209
	Iteration 16Q: 3 clusters Score -2664684 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2664830.250000 Penalty: 3246.939209
	Iteration 17Q: 3 clusters Score -2664830 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2664954.000000 Penalty: 3246.939209
	Iteration 18Q: 3 clusters Score -2664954 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2665094.500000 Penalty: 3246.939209
	Iteration 19Q: 3 clusters Score -2665094 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2665214.250000 Penalty: 3246.939209
	Iteration 20F: 3 clusters Score -2665214 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2665324.000000 Penalty: 3246.939209
	Iteration 21Q: 3 clusters Score -2665324 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2665420.500000 Penalty: 3246.939209
	Iteration 22Q: 3 clusters Score -2665420 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2665519.750000 Penalty: 3246.939209
	Iteration 23Q: 3 clusters Score -2665520 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2665561.500000 Penalty: 3246.939209
	Iteration 24Q: 3 clusters Score -2665562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2665642.000000 Penalty: 3246.939209
	Iteration 25Q: 3 clusters Score -2665642 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2665675.250000 Penalty: 3246.939209
	Iteration 26Q: 3 clusters Score -2665675 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2665697.000000 Penalty: 3246.939209
	Iteration 27Q: 3 clusters Score -2665697 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2665718.750000 Penalty: 3246.939209
	Iteration 28Q: 3 clusters Score -2665719 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2665739.500000 Penalty: 3246.939209
	Iteration 29Q: 3 clusters Score -2665740 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2665760.750000 Penalty: 3246.939209
	Iteration 30Q: 3 clusters Score -2665761 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2665767.000000 Penalty: 3246.939209
	Iteration 31Q: 3 clusters Score -2665767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2665773.000000 Penalty: 3246.939209
	Iteration 32Q: 3 clusters Score -2665773 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2665792.000000 Penalty: 3246.939209
	Iteration 33Q: 3 clusters Score -2665792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2665803.500000 Penalty: 3246.939209
	Iteration 34Q: 3 clusters Score -2665804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2665814.000000 Penalty: 3246.939209
	Iteration 35Q: 3 clusters Score -2665814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2665831.250000 Penalty: 3246.939209
	Iteration 36Q: 3 clusters Score -2665831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2665843.750000 Penalty: 3246.939209
	Iteration 37Q: 3 clusters Score -2665844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2665861.000000 Penalty: 3246.939209
	Iteration 38Q: 3 clusters Score -2665861 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2665880.000000 Penalty: 3246.939209
	Iteration 39Q: 3 clusters Score -2665880 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2665888.250000 Penalty: 3246.939209
	Iteration 40F: 3 clusters Score -2665888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2665901.750000 Penalty: 3246.939209
	Iteration 41Q: 3 clusters Score -2665902 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2665920.250000 Penalty: 3246.939209
	Iteration 42Q: 3 clusters Score -2665920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2665940.250000 Penalty: 3246.939209
	Iteration 43Q: 3 clusters Score -2665940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2665959.750000 Penalty: 3246.939209
	Iteration 44Q: 3 clusters Score -2665960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2665975.250000 Penalty: 3246.939209
	Iteration 45Q: 3 clusters Score -2665975 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2665992.750000 Penalty: 3246.939209
	Iteration 46Q: 3 clusters Score -2665993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2666014.500000 Penalty: 3246.939209
	Iteration 47Q: 3 clusters Score -2666014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2666024.250000 Penalty: 3246.939209
	Iteration 48Q: 3 clusters Score -2666024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2666034.250000 Penalty: 3246.939209
	Iteration 49Q: 3 clusters Score -2666034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2666041.000000 Penalty: 3246.939209
	Iteration 50Q: 3 clusters Score -2666041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2666045.500000 Penalty: 3246.939209
	Iteration 51Q: 3 clusters Score -2666046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2666049.000000 Penalty: 3246.939209
	Iteration 52Q: 3 clusters Score -2666049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2666055.500000 Penalty: 3246.939209
	Iteration 53Q: 3 clusters Score -2666056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2666051.500000 Penalty: 3246.939209
	Iteration 54Q: 3 clusters Score -2666052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2666057.750000 Penalty: 3246.939209
	Iteration 55Q: 3 clusters Score -2666058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2666061.750000 Penalty: 3246.939209
	Iteration 56Q: 3 clusters Score -2666062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2666064.750000 Penalty: 3246.939209
	Iteration 57Q: 3 clusters Score -2666065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2666066.750000 Penalty: 3246.939209
	Iteration 58Q: 3 clusters Score -2666067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2666077.000000 Penalty: 3246.939209
	Iteration 59Q: 3 clusters Score -2666077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2666077.500000 Penalty: 3246.939209
	Iteration 60F: 3 clusters Score -2666078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2666070.500000 Penalty: 3246.939209
	Iteration 61Q: 3 clusters Score -2666070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2666073.000000 Penalty: 3246.939209
	Iteration 62Q: 3 clusters Score -2666073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2666076.250000 Penalty: 3246.939209
	Iteration 63Q: 3 clusters Score -2666076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2666073.000000 Penalty: 3246.939209
	Iteration 64Q: 3 clusters Score -2666073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2666073.500000 Penalty: 3246.939209
	Iteration 65Q: 3 clusters Score -2666074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2666075.000000 Penalty: 3246.939209
	Iteration 66Q: 3 clusters Score -2666075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2666076.000000 Penalty: 3246.939209
	Iteration 67Q: 3 clusters Score -2666076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2666080.750000 Penalty: 3246.939209
	Iteration 68Q: 3 clusters Score -2666081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2666079.500000 Penalty: 3246.939209
	Iteration 69Q: 3 clusters Score -2666080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2666082.750000 Penalty: 3246.939209
	Iteration 70Q: 3 clusters Score -2666083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2666089.500000 Penalty: 3246.939209
	Iteration 71Q: 3 clusters Score -2666090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2666089.750000 Penalty: 3246.939209
	Iteration 72Q: 3 clusters Score -2666090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2666096.500000 Penalty: 3246.939209
	Iteration 73Q: 3 clusters Score -2666096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2666099.500000 Penalty: 3246.939209
	Iteration 74Q: 3 clusters Score -2666100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2666097.250000 Penalty: 3246.939209
	Iteration 75Q: 3 clusters Score -2666097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2666096.000000 Penalty: 3246.939209
	Iteration 76Q: 3 clusters Score -2666096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2666100.750000 Penalty: 3246.939209
	Iteration 77Q: 3 clusters Score -2666101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2666100.500000 Penalty: 3246.939209
	Iteration 78Q: 3 clusters Score -2666100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2666098.250000 Penalty: 3246.939209
	Iteration 79Q: 3 clusters Score -2666098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2666100.250000 Penalty: 3246.939209
	Iteration 80F: 3 clusters Score -2666100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Entering Unmasked Estep 
Score: -3162141.750000 Penalty: 1651.844604
	Iteration 0F: 2 clusters Score -3162142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -3144585.500000 Penalty: 3303.689209
	Iteration 0F: 3 clusters Score -3144586 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3151377.250000 Penalty: 3303.689209
	Iteration 1F: 3 clusters Score -3151377 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3151860.000000 Penalty: 3303.689209
	Iteration 2Q: 3 clusters Score -3151860 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3152422.750000 Penalty: 3303.689209
	Iteration 3Q: 3 clusters Score -3152423 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3153100.250000 Penalty: 3303.689209
	Iteration 4F: 3 clusters Score -3153100 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3153850.000000 Penalty: 3303.689209
	Iteration 5F: 3 clusters Score -3153850 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3154665.500000 Penalty: 3303.689209
	Iteration 6F: 3 clusters Score -3154666 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3155530.750000 Penalty: 3303.689209
	Iteration 7F: 3 clusters Score -3155531 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3156371.000000 Penalty: 3303.689209
	Iteration 8Q: 3 clusters Score -3156371 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3157143.250000 Penalty: 3303.689209
	Iteration 9Q: 3 clusters Score -3157143 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3157809.750000 Penalty: 3303.689209
	Iteration 10Q: 3 clusters Score -3157810 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3158329.500000 Penalty: 3303.689209
	Iteration 11Q: 3 clusters Score -3158330 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3158717.000000 Penalty: 3303.689209
	Iteration 12Q: 3 clusters Score -3158717 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3158925.250000 Penalty: 3303.689209
	Iteration 13Q: 3 clusters Score -3158925 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -3159048.000000 Penalty: 3303.689209
	Iteration 14Q: 3 clusters Score -3159048 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3159125.250000 Penalty: 3303.689209
	Iteration 15Q: 3 clusters Score -3159125 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -3159192.500000 Penalty: 3303.689209
	Iteration 16Q: 3 clusters Score -3159192 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -3159222.250000 Penalty: 3303.689209
	Iteration 17Q: 3 clusters Score -3159222 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3159263.750000 Penalty: 3303.689209
	Iteration 18Q: 3 clusters Score -3159264 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3159278.750000 Penalty: 3303.689209
	Iteration 19Q: 3 clusters Score -3159279 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3159319.750000 Penalty: 3303.689209
	Iteration 20F: 3 clusters Score -3159320 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3159341.750000 Penalty: 3303.689209
	Iteration 21Q: 3 clusters Score -3159342 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3159349.000000 Penalty: 3303.689209
	Iteration 22Q: 3 clusters Score -3159349 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -3159372.750000 Penalty: 3303.689209
	Iteration 23Q: 3 clusters Score -3159373 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3159384.250000 Penalty: 3303.689209
	Iteration 24Q: 3 clusters Score -3159384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3159394.250000 Penalty: 3303.689209
	Iteration 25Q: 3 clusters Score -3159394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3159394.750000 Penalty: 3303.689209
	Iteration 26Q: 3 clusters Score -3159395 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3159403.000000 Penalty: 3303.689209
	Iteration 27Q: 3 clusters Score -3159403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3159402.000000 Penalty: 3303.689209
	Iteration 28Q: 3 clusters Score -3159402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -3159415.500000 Penalty: 3303.689209
	Iteration 29Q: 3 clusters Score -3159416 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3159423.000000 Penalty: 3303.689209
	Iteration 30Q: 3 clusters Score -3159423 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3159445.750000 Penalty: 3303.689209
	Iteration 31Q: 3 clusters Score -3159446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3159440.250000 Penalty: 3303.689209
	Iteration 32Q: 3 clusters Score -3159440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3159441.000000 Penalty: 3303.689209
	Iteration 33Q: 3 clusters Score -3159441 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3159446.250000 Penalty: 3303.689209
	Iteration 34Q: 3 clusters Score -3159446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3159456.000000 Penalty: 3303.689209
	Iteration 35Q: 3 clusters Score -3159456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3159464.750000 Penalty: 3303.689209
	Iteration 36Q: 3 clusters Score -3159465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3159467.500000 Penalty: 3303.689209
	Iteration 37Q: 3 clusters Score -3159468 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3159467.750000 Penalty: 3303.689209
	Iteration 38Q: 3 clusters Score -3159468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3159467.000000 Penalty: 3303.689209
	Iteration 39Q: 3 clusters Score -3159467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3159474.000000 Penalty: 3303.689209
	Iteration 40F: 3 clusters Score -3159474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3159479.000000 Penalty: 3303.689209
	Iteration 41Q: 3 clusters Score -3159479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3159483.000000 Penalty: 3303.689209
	Iteration 42Q: 3 clusters Score -3159483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3159487.000000 Penalty: 3303.689209
	Iteration 43Q: 3 clusters Score -3159487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3159487.000000 Penalty: 3303.689209
	Iteration 44Q: 3 clusters Score -3159487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3159492.250000 Penalty: 3303.689209
	Iteration 45Q: 3 clusters Score -3159492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -3159495.500000 Penalty: 3303.689209
	Iteration 46Q: 3 clusters Score -3159496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3159499.750000 Penalty: 3303.689209
	Iteration 47Q: 3 clusters Score -3159500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3159499.750000 Penalty: 3303.689209
	Iteration 48Q: 3 clusters Score -3159500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3159502.250000 Penalty: 3303.689209
	Iteration 49Q: 3 clusters Score -3159502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3159506.500000 Penalty: 3303.689209
	Iteration 50Q: 3 clusters Score -3159506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3159516.000000 Penalty: 3303.689209
	Iteration 51Q: 3 clusters Score -3159516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3159505.500000 Penalty: 3303.689209
	Iteration 52Q: 3 clusters Score -3159506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3159510.000000 Penalty: 3303.689209
	Iteration 53Q: 3 clusters Score -3159510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -3159525.250000 Penalty: 3303.689209
	Iteration 54Q: 3 clusters Score -3159525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3159536.000000 Penalty: 3303.689209
	Iteration 55Q: 3 clusters Score -3159536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3159531.750000 Penalty: 3303.689209
	Iteration 56Q: 3 clusters Score -3159532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3159544.250000 Penalty: 3303.689209
	Iteration 57Q: 3 clusters Score -3159544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3159538.500000 Penalty: 3303.689209
	Iteration 58Q: 3 clusters Score -3159538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3159547.500000 Penalty: 3303.689209
	Iteration 59Q: 3 clusters Score -3159548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -3159561.250000 Penalty: 3303.689209
	Iteration 60F: 3 clusters Score -3159561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3159568.500000 Penalty: 3303.689209
	Iteration 61Q: 3 clusters Score -3159568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3159573.000000 Penalty: 3303.689209
	Iteration 62Q: 3 clusters Score -3159573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3159579.250000 Penalty: 3303.689209
	Iteration 63Q: 3 clusters Score -3159579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3159579.250000 Penalty: 3303.689209
	Iteration 64Q: 3 clusters Score -3159579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3159577.000000 Penalty: 3303.689209
	Iteration 65Q: 3 clusters Score -3159577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3159584.500000 Penalty: 3303.689209
	Iteration 66Q: 3 clusters Score -3159584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3159600.250000 Penalty: 3303.689209
	Iteration 67Q: 3 clusters Score -3159600 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3159605.000000 Penalty: 3303.689209
	Iteration 68Q: 3 clusters Score -3159605 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3159609.750000 Penalty: 3303.689209
	Iteration 69Q: 3 clusters Score -3159610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3159621.750000 Penalty: 3303.689209
	Iteration 70Q: 3 clusters Score -3159622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -3159635.250000 Penalty: 3303.689209
	Iteration 71Q: 3 clusters Score -3159635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3159650.500000 Penalty: 3303.689209
	Iteration 72Q: 3 clusters Score -3159650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3159652.750000 Penalty: 3303.689209
	Iteration 73Q: 3 clusters Score -3159653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3159659.500000 Penalty: 3303.689209
	Iteration 74Q: 3 clusters Score -3159660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3159662.000000 Penalty: 3303.689209
	Iteration 75Q: 3 clusters Score -3159662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3159665.750000 Penalty: 3303.689209
	Iteration 76Q: 3 clusters Score -3159666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -3159678.500000 Penalty: 3303.689209
	Iteration 77Q: 3 clusters Score -3159678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3159683.500000 Penalty: 3303.689209
	Iteration 78Q: 3 clusters Score -3159684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3159690.250000 Penalty: 3303.689209
	Iteration 79Q: 3 clusters Score -3159690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -3159718.750000 Penalty: 3303.689209
	Iteration 80F: 3 clusters Score -3159719 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3159729.000000 Penalty: 3303.689209
	Iteration 81Q: 3 clusters Score -3159729 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3159748.500000 Penalty: 3303.689209
	Iteration 82Q: 3 clusters Score -3159748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3159765.500000 Penalty: 3303.689209
	Iteration 83Q: 3 clusters Score -3159766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3159762.250000 Penalty: 3303.689209
	Iteration 84Q: 3 clusters Score -3159762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -3159775.500000 Penalty: 3303.689209
	Iteration 85Q: 3 clusters Score -3159776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3159794.500000 Penalty: 3303.689209
	Iteration 86Q: 3 clusters Score -3159794 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3159811.000000 Penalty: 3303.689209
	Iteration 87Q: 3 clusters Score -3159811 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3159815.250000 Penalty: 3303.689209
	Iteration 88Q: 3 clusters Score -3159815 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3159816.250000 Penalty: 3303.689209
	Iteration 89Q: 3 clusters Score -3159816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3159826.000000 Penalty: 3303.689209
	Iteration 90Q: 3 clusters Score -3159826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -3159830.750000 Penalty: 3303.689209
	Iteration 91Q: 3 clusters Score -3159831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3159839.500000 Penalty: 3303.689209
	Iteration 92Q: 3 clusters Score -3159840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3159854.500000 Penalty: 3303.689209
	Iteration 93Q: 3 clusters Score -3159854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3159863.500000 Penalty: 3303.689209
	Iteration 94Q: 3 clusters Score -3159864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3159877.500000 Penalty: 3303.689209
	Iteration 95Q: 3 clusters Score -3159878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3159888.000000 Penalty: 3303.689209
	Iteration 96Q: 3 clusters Score -3159888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3159889.250000 Penalty: 3303.689209
	Iteration 97Q: 3 clusters Score -3159889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -3159900.750000 Penalty: 3303.689209
	Iteration 98Q: 3 clusters Score -3159901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3159912.750000 Penalty: 3303.689209
	Iteration 99Q: 3 clusters Score -3159913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3159920.750000 Penalty: 3303.689209
	Iteration 100F: 3 clusters Score -3159921 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3159926.250000 Penalty: 3303.689209
	Iteration 101Q: 3 clusters Score -3159926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3159937.250000 Penalty: 3303.689209
	Iteration 102Q: 3 clusters Score -3159937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3159943.000000 Penalty: 3303.689209
	Iteration 103Q: 3 clusters Score -3159943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -3159950.250000 Penalty: 3303.689209
	Iteration 104Q: 3 clusters Score -3159950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3159958.250000 Penalty: 3303.689209
	Iteration 105Q: 3 clusters Score -3159958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3159963.500000 Penalty: 3303.689209
	Iteration 106Q: 3 clusters Score -3159964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3159972.250000 Penalty: 3303.689209
	Iteration 107Q: 3 clusters Score -3159972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3159980.000000 Penalty: 3303.689209
	Iteration 108Q: 3 clusters Score -3159980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3159992.750000 Penalty: 3303.689209
	Iteration 109Q: 3 clusters Score -3159993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3159999.250000 Penalty: 3303.689209
	Iteration 110Q: 3 clusters Score -3159999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3160013.000000 Penalty: 3303.689209
	Iteration 111Q: 3 clusters Score -3160013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3160024.000000 Penalty: 3303.689209
	Iteration 112Q: 3 clusters Score -3160024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3160031.500000 Penalty: 3303.689209
	Iteration 113Q: 3 clusters Score -3160032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -3160032.750000 Penalty: 3303.689209
	Iteration 114Q: 3 clusters Score -3160033 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3160043.000000 Penalty: 3303.689209
	Iteration 115Q: 3 clusters Score -3160043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3160053.500000 Penalty: 3303.689209
	Iteration 116Q: 3 clusters Score -3160054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3160059.500000 Penalty: 3303.689209
	Iteration 117Q: 3 clusters Score -3160060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3160058.000000 Penalty: 3303.689209
	Iteration 118Q: 3 clusters Score -3160058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3160072.500000 Penalty: 3303.689209
	Iteration 119Q: 3 clusters Score -3160072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3160082.750000 Penalty: 3303.689209
	Iteration 120F: 3 clusters Score -3160083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3160086.500000 Penalty: 3303.689209
	Iteration 121Q: 3 clusters Score -3160086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3160089.250000 Penalty: 3303.689209
	Iteration 122Q: 3 clusters Score -3160089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3160095.250000 Penalty: 3303.689209
	Iteration 123Q: 3 clusters Score -3160095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3160101.000000 Penalty: 3303.689209
	Iteration 124Q: 3 clusters Score -3160101 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3160106.250000 Penalty: 3303.689209
	Iteration 125Q: 3 clusters Score -3160106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3160107.500000 Penalty: 3303.689209
	Iteration 126Q: 3 clusters Score -3160108 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3160122.500000 Penalty: 3303.689209
	Iteration 127Q: 3 clusters Score -3160122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3160134.250000 Penalty: 3303.689209
	Iteration 128Q: 3 clusters Score -3160134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3160139.000000 Penalty: 3303.689209
	Iteration 129Q: 3 clusters Score -3160139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3160137.750000 Penalty: 3303.689209
	Iteration 130Q: 3 clusters Score -3160138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3160143.500000 Penalty: 3303.689209
	Iteration 131Q: 3 clusters Score -3160144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3160145.000000 Penalty: 3303.689209
	Iteration 132Q: 3 clusters Score -3160145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3160151.750000 Penalty: 3303.689209
	Iteration 133Q: 3 clusters Score -3160152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3160165.500000 Penalty: 3303.689209
	Iteration 134Q: 3 clusters Score -3160166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3160168.750000 Penalty: 3303.689209
	Iteration 135Q: 3 clusters Score -3160169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3160168.750000 Penalty: 3303.689209
	Iteration 136Q: 3 clusters Score -3160169 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3160180.500000 Penalty: 3303.689209
	Iteration 137Q: 3 clusters Score -3160180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3160193.750000 Penalty: 3303.689209
	Iteration 138Q: 3 clusters Score -3160194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3160200.250000 Penalty: 3303.689209
	Iteration 139Q: 3 clusters Score -3160200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3160204.750000 Penalty: 3303.689209
	Iteration 140F: 3 clusters Score -3160205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3160215.500000 Penalty: 3303.689209
	Iteration 141Q: 3 clusters Score -3160216 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3160229.000000 Penalty: 3303.689209
	Iteration 142Q: 3 clusters Score -3160229 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3160251.000000 Penalty: 3303.689209
	Iteration 143Q: 3 clusters Score -3160251 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3160256.750000 Penalty: 3303.689209
	Iteration 144Q: 3 clusters Score -3160257 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3160268.000000 Penalty: 3303.689209
	Iteration 145Q: 3 clusters Score -3160268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3160277.750000 Penalty: 3303.689209
	Iteration 146Q: 3 clusters Score -3160278 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3160292.500000 Penalty: 3303.689209
	Iteration 147Q: 3 clusters Score -3160292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3160298.750000 Penalty: 3303.689209
	Iteration 148Q: 3 clusters Score -3160299 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3160315.750000 Penalty: 3303.689209
	Iteration 149Q: 3 clusters Score -3160316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3160327.750000 Penalty: 3303.689209
	Iteration 150Q: 3 clusters Score -3160328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3160328.500000 Penalty: 3303.689209
	Iteration 151Q: 3 clusters Score -3160328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3160328.000000 Penalty: 3303.689209
	Iteration 152Q: 3 clusters Score -3160328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3160340.000000 Penalty: 3303.689209
	Iteration 153Q: 3 clusters Score -3160340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3160343.750000 Penalty: 3303.689209
	Iteration 154Q: 3 clusters Score -3160344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3160358.000000 Penalty: 3303.689209
	Iteration 155Q: 3 clusters Score -3160358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3160376.500000 Penalty: 3303.689209
	Iteration 156Q: 3 clusters Score -3160376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3160385.750000 Penalty: 3303.689209
	Iteration 157Q: 3 clusters Score -3160386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3160401.000000 Penalty: 3303.689209
	Iteration 158Q: 3 clusters Score -3160401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3160418.250000 Penalty: 3303.689209
	Iteration 159Q: 3 clusters Score -3160418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3160440.500000 Penalty: 3303.689209
	Iteration 160F: 3 clusters Score -3160440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3160453.500000 Penalty: 3303.689209
	Iteration 161Q: 3 clusters Score -3160454 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3160471.000000 Penalty: 3303.689209
	Iteration 162Q: 3 clusters Score -3160471 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3160490.250000 Penalty: 3303.689209
	Iteration 163Q: 3 clusters Score -3160490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3160506.750000 Penalty: 3303.689209
	Iteration 164Q: 3 clusters Score -3160507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3160529.500000 Penalty: 3303.689209
	Iteration 165Q: 3 clusters Score -3160530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3160547.500000 Penalty: 3303.689209
	Iteration 166Q: 3 clusters Score -3160548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3160566.500000 Penalty: 3303.689209
	Iteration 167Q: 3 clusters Score -3160566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3160591.250000 Penalty: 3303.689209
	Iteration 168Q: 3 clusters Score -3160591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3160594.000000 Penalty: 3303.689209
	Iteration 169Q: 3 clusters Score -3160594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3160616.750000 Penalty: 3303.689209
	Iteration 170Q: 3 clusters Score -3160617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3160629.750000 Penalty: 3303.689209
	Iteration 171Q: 3 clusters Score -3160630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3160643.000000 Penalty: 3303.689209
	Iteration 172Q: 3 clusters Score -3160643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3160656.250000 Penalty: 3303.689209
	Iteration 173Q: 3 clusters Score -3160656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3160665.000000 Penalty: 3303.689209
	Iteration 174Q: 3 clusters Score -3160665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3160664.250000 Penalty: 3303.689209
	Iteration 175Q: 3 clusters Score -3160664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3160680.750000 Penalty: 3303.689209
	Iteration 176Q: 3 clusters Score -3160681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3160683.750000 Penalty: 3303.689209
	Iteration 177Q: 3 clusters Score -3160684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3160689.000000 Penalty: 3303.689209
	Iteration 178Q: 3 clusters Score -3160689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3160693.000000 Penalty: 3303.689209
	Iteration 179Q: 3 clusters Score -3160693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3160707.500000 Penalty: 3303.689209
	Iteration 180F: 3 clusters Score -3160708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3160720.000000 Penalty: 3303.689209
	Iteration 181Q: 3 clusters Score -3160720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3160720.500000 Penalty: 3303.689209
	Iteration 182Q: 3 clusters Score -3160720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3160723.250000 Penalty: 3303.689209
	Iteration 183Q: 3 clusters Score -3160723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3160742.000000 Penalty: 3303.689209
	Iteration 184Q: 3 clusters Score -3160742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3160756.250000 Penalty: 3303.689209
	Iteration 185Q: 3 clusters Score -3160756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3160773.750000 Penalty: 3303.689209
	Iteration 186Q: 3 clusters Score -3160774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3160779.750000 Penalty: 3303.689209
	Iteration 187Q: 3 clusters Score -3160780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3160785.250000 Penalty: 3303.689209
	Iteration 188Q: 3 clusters Score -3160785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3160800.000000 Penalty: 3303.689209
	Iteration 189Q: 3 clusters Score -3160800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3160808.000000 Penalty: 3303.689209
	Iteration 190Q: 3 clusters Score -3160808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3160814.000000 Penalty: 3303.689209
	Iteration 191Q: 3 clusters Score -3160814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3160822.000000 Penalty: 3303.689209
	Iteration 192Q: 3 clusters Score -3160822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3160823.500000 Penalty: 3303.689209
	Iteration 193Q: 3 clusters Score -3160824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3160825.250000 Penalty: 3303.689209
	Iteration 194Q: 3 clusters Score -3160825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3160824.000000 Penalty: 3303.689209
	Iteration 195Q: 3 clusters Score -3160824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3160824.250000 Penalty: 3303.689209
	Iteration 196Q: 3 clusters Score -3160824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3160825.500000 Penalty: 3303.689209
	Iteration 197Q: 3 clusters Score -3160826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3160826.500000 Penalty: 3303.689209
	Iteration 198Q: 3 clusters Score -3160826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3160826.500000 Penalty: 3303.689209
	Iteration 199Q: 3 clusters Score -3160826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3160826.500000 Penalty: 3303.689209
	Iteration 200F: 3 clusters Score -3160826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3160827.500000 Penalty: 3303.689209
	Iteration 201Q: 3 clusters Score -3160828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3160827.500000 Penalty: 3303.689209
	Iteration 202F: 3 clusters Score -3160828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -199963.296875 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -199963.3 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 879 members 
Entering Unmasked Estep 
Score: -198041.218750 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -198041.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -198502.328125 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -198502.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -198637.843750 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -198637.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -198717.546875 Penalty: 2422.219238
	Iteration 3F: 3 clusters Score -198717.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -198763.000000 Penalty: 2422.219238
	Iteration 4Q: 3 clusters Score -198763 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -198806.406250 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -198806.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -198838.390625 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -198838.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -198862.703125 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -198862.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -198885.406250 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -198885.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -198909.984375 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -198910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -198923.968750 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -198924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -198939.343750 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -198939.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -198955.328125 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -198955.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -198971.671875 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -198971.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -198978.921875 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -198978.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -198985.312500 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -198985.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -198993.140625 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -198993.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -199000.468750 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -199000.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -199004.890625 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -199004.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -199011.187500 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -199011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -199015.937500 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -199015.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -199023.406250 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -199023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -199026.500000 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -199026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -199027.265625 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -199027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -199029.578125 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -199029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -199030.125000 Penalty: 2422.219238
	Iteration 25Q: 3 clusters Score -199030.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -199030.125000 Penalty: 2422.219238
	Iteration 26F: 3 clusters Score -199030.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Entering Unmasked Estep 
Score: -1924824.250000 Penalty: 1570.826538
	Iteration 0F: 2 clusters Score -1924824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1913917.375000 Penalty: 3141.653076
	Iteration 0F: 3 clusters Score -1913917 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1917746.875000 Penalty: 3141.653076
	Iteration 1F: 3 clusters Score -1917747 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1918059.750000 Penalty: 3141.653076
	Iteration 2F: 3 clusters Score -1918060 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1918330.250000 Penalty: 3141.653076
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1919137 nChanged 660
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1919461 nChanged 697
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Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1919842 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1920241.500000 Penalty: 3141.653076
	Iteration 9Q: 3 clusters Score -1920242 nChanged 639
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1920954.750000 Penalty: 3141.653076
	Iteration 11Q: 3 clusters Score -1920955 nChanged 552
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1921245 nChanged 478
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1921454 nChanged 359
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1921594 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1921672 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1921752 nChanged 197
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Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1921808 nChanged 182
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Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1921864 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1921940.500000 Penalty: 3141.653076
	Iteration 19Q: 3 clusters Score -1921940 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1922005 nChanged 196
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Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1922079 nChanged 182
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Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1922162.875000 Penalty: 3141.653076
	Iteration 22Q: 3 clusters Score -1922163 nChanged 179
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Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1922244.375000 Penalty: 3141.653076
	Iteration 23Q: 3 clusters Score -1922244 nChanged 180
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Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1922305 nChanged 186
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Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1922366 nChanged 167
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Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1922426 nChanged 168
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Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1922486 nChanged 132
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Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1922520 nChanged 119
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Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1922549 nChanged 112
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Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1922586 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1922607 nChanged 94
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Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1922633 nChanged 81
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Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1922652 nChanged 70
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Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1922670 nChanged 77
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Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1922685 nChanged 71
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Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1922698 nChanged 61
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Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1922712 nChanged 63
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Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1922722 nChanged 64
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Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1922739 nChanged 77
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Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 3212 members 
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	Iteration 40F: 3 clusters Score -1922759 nChanged 59
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Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1922771 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1922783 nChanged 62
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Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1922798 nChanged 49
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Mstep: Class 1 contains 12732 members 
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	Iteration 44Q: 3 clusters Score -1922807 nChanged 54
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Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1922819 nChanged 55
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Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 2967 members 
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	Iteration 46Q: 3 clusters Score -1922834 nChanged 51
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Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1922846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 2873 members 
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	Iteration 48Q: 3 clusters Score -1922856 nChanged 57
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Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2820 members 
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	Iteration 49Q: 3 clusters Score -1922865 nChanged 54
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Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1922878 nChanged 48
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Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2738 members 
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	Iteration 51Q: 3 clusters Score -1922888 nChanged 46
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Mstep: Class 1 contains 13078 members 
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Score: -1922901.250000 Penalty: 3141.653076
	Iteration 52Q: 3 clusters Score -1922901 nChanged 36
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Mstep: Class 1 contains 13110 members 
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	Iteration 53Q: 3 clusters Score -1922906 nChanged 26
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Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1922910 nChanged 34
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Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 2614 members 
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	Iteration 55Q: 3 clusters Score -1922919 nChanged 37
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Mstep: Class 1 contains 13201 members 
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	Iteration 56Q: 3 clusters Score -1922928 nChanged 35
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Mstep: Class 1 contains 13232 members 
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	Iteration 57Q: 3 clusters Score -1922936 nChanged 32
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Mstep: Class 1 contains 13262 members 
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	Iteration 58Q: 3 clusters Score -1922938 nChanged 30
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Mstep: Class 1 contains 13286 members 
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	Iteration 59Q: 3 clusters Score -1922949 nChanged 30
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Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 2470 members 
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	Iteration 60F: 3 clusters Score -1922946 nChanged 30
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Mstep: Class 1 contains 13342 members 
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	Iteration 61Q: 3 clusters Score -1922955 nChanged 35
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Mstep: Class 1 contains 13377 members 
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	Iteration 62Q: 3 clusters Score -1922965 nChanged 40
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Mstep: Class 1 contains 13417 members 
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	Iteration 63Q: 3 clusters Score -1922978 nChanged 36
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Mstep: Class 1 contains 13451 members 
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	Iteration 64Q: 3 clusters Score -1922986 nChanged 22
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Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 2309 members 
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	Iteration 65Q: 3 clusters Score -1922990 nChanged 22
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Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2287 members 
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	Iteration 66Q: 3 clusters Score -1922995 nChanged 23
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Mstep: Class 1 contains 13518 members 
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	Iteration 67Q: 3 clusters Score -1922997 nChanged 26
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Mstep: Class 1 contains 13544 members 
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	Iteration 68Q: 3 clusters Score -1923000 nChanged 26
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Mstep: Class 1 contains 13570 members 
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	Iteration 69Q: 3 clusters Score -1923006 nChanged 31
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Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2183 members 
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Score: -1923013.000000 Penalty: 3141.653076
	Iteration 70Q: 3 clusters Score -1923013 nChanged 40
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Mstep: Class 1 contains 13635 members 
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	Iteration 71Q: 3 clusters Score -1923025 nChanged 33
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Mstep: Class 1 contains 13668 members 
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Entering Unmasked Estep 
Score: -1923031.375000 Penalty: 3141.653076
	Iteration 72Q: 3 clusters Score -1923031 nChanged 39
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Mstep: Class 1 contains 13707 members 
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	Iteration 73Q: 3 clusters Score -1923044 nChanged 45
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Mstep: Class 1 contains 13748 members 
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	Iteration 74Q: 3 clusters Score -1923062 nChanged 50
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Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1990 members 
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	Iteration 75Q: 3 clusters Score -1923075 nChanged 48
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Mstep: Class 1 contains 13838 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1923085 nChanged 40
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1923097 nChanged 44
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Mstep: Class 2 contains 1864 members 
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Score: -1923102.000000 Penalty: 3141.653076
	Iteration 78Q: 3 clusters Score -1923102 nChanged 48
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Mstep: Class 1 contains 13960 members 
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	Iteration 79Q: 3 clusters Score -1923122 nChanged 45
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Mstep: Class 1 contains 14003 members 
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Score: -1923130.625000 Penalty: 3141.653076
	Iteration 80F: 3 clusters Score -1923131 nChanged 47
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	Iteration 81Q: 3 clusters Score -1923156 nChanged 51
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Mstep: Class 1 contains 14095 members 
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	Iteration 82Q: 3 clusters Score -1923172 nChanged 51
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Mstep: Class 1 contains 14144 members 
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	Iteration 83Q: 3 clusters Score -1923184 nChanged 46
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Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1923197.750000 Penalty: 3141.653076
	Iteration 84Q: 3 clusters Score -1923198 nChanged 37
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Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1559 members 
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Score: -1923208.875000 Penalty: 3141.653076
	Iteration 85Q: 3 clusters Score -1923209 nChanged 42
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Mstep: Class 1 contains 14257 members 
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Entering Unmasked Estep 
Score: -1923213.750000 Penalty: 3141.653076
	Iteration 86Q: 3 clusters Score -1923214 nChanged 33
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Entering Unmasked Estep 
Score: -1923224.500000 Penalty: 3141.653076
	Iteration 87Q: 3 clusters Score -1923224 nChanged 36
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1923240 nChanged 36
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Mstep: Class 1 contains 14352 members 
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Entering Unmasked Estep 
Score: -1923253.500000 Penalty: 3141.653076
	Iteration 89Q: 3 clusters Score -1923254 nChanged 39
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	Iteration 90Q: 3 clusters Score -1923268 nChanged 35
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	Iteration 91Q: 3 clusters Score -1923278 nChanged 39
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Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1923290 nChanged 36
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Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1923304.250000 Penalty: 3141.653076
	Iteration 93Q: 3 clusters Score -1923304 nChanged 35
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Mstep: Class 1 contains 14524 members 
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Entering Unmasked Estep 
Score: -1923313.125000 Penalty: 3141.653076
	Iteration 94Q: 3 clusters Score -1923313 nChanged 39
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Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1923325.750000 Penalty: 3141.653076
	Iteration 95Q: 3 clusters Score -1923326 nChanged 39
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Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1923336.375000 Penalty: 3141.653076
	Iteration 96Q: 3 clusters Score -1923336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1923354.500000 Penalty: 3141.653076
	Iteration 97Q: 3 clusters Score -1923354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1923361.500000 Penalty: 3141.653076
	Iteration 98Q: 3 clusters Score -1923362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1923369.000000 Penalty: 3141.653076
	Iteration 99Q: 3 clusters Score -1923369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1923381.250000 Penalty: 3141.653076
	Iteration 100F: 3 clusters Score -1923381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1923390.125000 Penalty: 3141.653076
	Iteration 101Q: 3 clusters Score -1923390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1923396.250000 Penalty: 3141.653076
	Iteration 102Q: 3 clusters Score -1923396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1923401.500000 Penalty: 3141.653076
	Iteration 103Q: 3 clusters Score -1923402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1923408.250000 Penalty: 3141.653076
	Iteration 104Q: 3 clusters Score -1923408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1923416.750000 Penalty: 3141.653076
	Iteration 105Q: 3 clusters Score -1923417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1923419.000000 Penalty: 3141.653076
	Iteration 106Q: 3 clusters Score -1923419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1923426.125000 Penalty: 3141.653076
	Iteration 107Q: 3 clusters Score -1923426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1923431.625000 Penalty: 3141.653076
	Iteration 108Q: 3 clusters Score -1923432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1923446.250000 Penalty: 3141.653076
	Iteration 109Q: 3 clusters Score -1923446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1923453.125000 Penalty: 3141.653076
	Iteration 110Q: 3 clusters Score -1923453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1923461.250000 Penalty: 3141.653076
	Iteration 111Q: 3 clusters Score -1923461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1923462.750000 Penalty: 3141.653076
	Iteration 112Q: 3 clusters Score -1923463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1923465.500000 Penalty: 3141.653076
	Iteration 113Q: 3 clusters Score -1923466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1923470.625000 Penalty: 3141.653076
	Iteration 114Q: 3 clusters Score -1923471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1923468.750000 Penalty: 3141.653076
	Iteration 115Q: 3 clusters Score -1923469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1923472.375000 Penalty: 3141.653076
	Iteration 116Q: 3 clusters Score -1923472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1923472.375000 Penalty: 3141.653076
	Iteration 117F: 3 clusters Score -1923472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 23145 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28668 members 
Mstep: Class 8 contains 34163 members 
Mstep: Class 10 contains 19047 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12754 members 
Mstep: Class 15 contains 21820 members 
Mstep: Class 18 contains 25983 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 15782 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 15 clusters Score -2.644384e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 23145 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28659 members 
Mstep: Class 8 contains 34221 members 
Mstep: Class 10 contains 19044 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12756 members 
Mstep: Class 15 contains 21813 members 
Mstep: Class 18 contains 25966 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 15700 members 
Entering Unmasked Estep 
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Iteration 120F: 15 clusters Score -2.644386e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 23144 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28661 members 
Mstep: Class 8 contains 34267 members 
Mstep: Class 10 contains 19043 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12752 members 
Mstep: Class 15 contains 21818 members 
Mstep: Class 18 contains 25941 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 15605 members 
Entering Unmasked Estep 
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Iteration 121Q: 15 clusters Score -2.644388e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 23146 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28654 members 
Mstep: Class 8 contains 34307 members 
Mstep: Class 10 contains 19046 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12752 members 
Mstep: Class 15 contains 21823 members 
Mstep: Class 18 contains 25917 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 15511 members 
Entering Unmasked Estep 
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Iteration 122Q: 15 clusters Score -2.64439e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4707 members 
Mstep: Class 5 contains 23148 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28649 members 
Mstep: Class 8 contains 34356 members 
Mstep: Class 10 contains 19042 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 14 contains 12756 members 
Mstep: Class 15 contains 21820 members 
Mstep: Class 18 contains 25889 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 15423 members 
Entering Unmasked Estep 
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Iteration 123Q: 15 clusters Score -2.644391e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4706 members 
Mstep: Class 5 contains 23152 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28659 members 
Mstep: Class 8 contains 34386 members 
Mstep: Class 10 contains 19043 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12755 members 
Mstep: Class 15 contains 21819 members 
Mstep: Class 18 contains 25860 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 15330 members 
Entering Unmasked Estep 
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Iteration 124Q: 15 clusters Score -2.644394e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4706 members 
Mstep: Class 5 contains 23154 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28678 members 
Mstep: Class 8 contains 34433 members 
Mstep: Class 10 contains 19045 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12749 members 
Mstep: Class 15 contains 21810 members 
Mstep: Class 18 contains 25832 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 15247 members 
Entering Unmasked Estep 
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Iteration 125Q: 15 clusters Score -2.644389e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4707 members 
Mstep: Class 5 contains 23154 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28700 members 
Mstep: Class 8 contains 34472 members 
Mstep: Class 10 contains 19044 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12743 members 
Mstep: Class 15 contains 21814 members 
Mstep: Class 18 contains 25813 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 15162 members 
Entering Unmasked Estep 
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Iteration 126Q: 15 clusters Score -2.644394e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 23154 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28723 members 
Mstep: Class 8 contains 34497 members 
Mstep: Class 10 contains 19038 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12740 members 
Mstep: Class 15 contains 21825 members 
Mstep: Class 18 contains 25794 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 15075 members 
Entering Unmasked Estep 
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Iteration 127Q: 15 clusters Score -2.644393e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4706 members 
Mstep: Class 5 contains 23152 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28733 members 
Mstep: Class 8 contains 34541 members 
Mstep: Class 10 contains 19038 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12740 members 
Mstep: Class 15 contains 21840 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 14976 members 
Entering Unmasked Estep 
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Iteration 128Q: 15 clusters Score -2.64439e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 23146 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28750 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 10 contains 19045 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12742 members 
Mstep: Class 15 contains 21850 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 14879 members 
Entering Unmasked Estep 
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Iteration 129Q: 15 clusters Score -2.644394e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4706 members 
Mstep: Class 5 contains 23136 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28762 members 
Mstep: Class 8 contains 34614 members 
Mstep: Class 10 contains 19043 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12750 members 
Mstep: Class 15 contains 21873 members 
Mstep: Class 18 contains 25724 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 14763 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 15 clusters Score -2.6444e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 23128 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28790 members 
Mstep: Class 8 contains 34642 members 
Mstep: Class 10 contains 19050 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12747 members 
Mstep: Class 15 contains 21886 members 
Mstep: Class 18 contains 25704 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 14662 members 
Entering Unmasked Estep 
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Iteration 131Q: 15 clusters Score -2.644407e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 23121 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28796 members 
Mstep: Class 8 contains 34670 members 
Mstep: Class 10 contains 19062 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 21897 members 
Mstep: Class 18 contains 25687 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 14572 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 15 clusters Score -2.644409e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4705 members 
Mstep: Class 5 contains 23118 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28814 members 
Mstep: Class 8 contains 34692 members 
Mstep: Class 10 contains 19069 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12763 members 
Mstep: Class 15 contains 21915 members 
Mstep: Class 18 contains 25659 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 14466 members 
Entering Unmasked Estep 
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Iteration 133Q: 15 clusters Score -2.644409e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 23114 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28839 members 
Mstep: Class 8 contains 34707 members 
Mstep: Class 10 contains 19077 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12766 members 
Mstep: Class 15 contains 21936 members 
Mstep: Class 18 contains 25642 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 14351 members 
Entering Unmasked Estep 
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Iteration 134Q: 15 clusters Score -2.644406e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 23111 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28875 members 
Mstep: Class 8 contains 34719 members 
Mstep: Class 10 contains 19074 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12774 members 
Mstep: Class 15 contains 21957 members 
Mstep: Class 18 contains 25623 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 14249 members 
Entering Unmasked Estep 
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Iteration 135Q: 15 clusters Score -2.644403e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4705 members 
Mstep: Class 5 contains 23108 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28921 members 
Mstep: Class 8 contains 34745 members 
Mstep: Class 10 contains 19069 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12776 members 
Mstep: Class 15 contains 21969 members 
Mstep: Class 18 contains 25600 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 14142 members 
Entering Unmasked Estep 
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Iteration 136Q: 15 clusters Score -2.644409e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4707 members 
Mstep: Class 5 contains 23106 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28960 members 
Mstep: Class 8 contains 34766 members 
Mstep: Class 10 contains 19078 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12778 members 
Mstep: Class 15 contains 21989 members 
Mstep: Class 18 contains 25570 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 14029 members 
Entering Unmasked Estep 
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Iteration 137Q: 15 clusters Score -2.644412e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 23107 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 28980 members 
Mstep: Class 8 contains 34793 members 
Mstep: Class 10 contains 19081 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12785 members 
Mstep: Class 15 contains 22011 members 
Mstep: Class 18 contains 25537 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 13926 members 
Entering Unmasked Estep 
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Iteration 138Q: 15 clusters Score -2.644415e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4710 members 
Mstep: Class 5 contains 23103 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29017 members 
Mstep: Class 8 contains 34814 members 
Mstep: Class 10 contains 19079 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12786 members 
Mstep: Class 15 contains 22034 members 
Mstep: Class 18 contains 25514 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 13827 members 
Entering Unmasked Estep 
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Iteration 139Q: 15 clusters Score -2.644409e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4712 members 
Mstep: Class 5 contains 23107 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29060 members 
Mstep: Class 8 contains 34831 members 
Mstep: Class 10 contains 19074 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 22051 members 
Mstep: Class 18 contains 25488 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 13739 members 
Entering Unmasked Estep 
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Iteration 140F: 15 clusters Score -2.644392e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4713 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29082 members 
Mstep: Class 8 contains 34845 members 
Mstep: Class 10 contains 19081 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 22064 members 
Mstep: Class 18 contains 25461 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 13659 members 
Entering Unmasked Estep 
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Iteration 141Q: 15 clusters Score -2.644387e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4712 members 
Mstep: Class 5 contains 23111 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29124 members 
Mstep: Class 8 contains 34849 members 
Mstep: Class 10 contains 19085 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 15 contains 22071 members 
Mstep: Class 18 contains 25441 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 13582 members 
Entering Unmasked Estep 
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Iteration 142Q: 15 clusters Score -2.644387e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4713 members 
Mstep: Class 5 contains 23113 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29161 members 
Mstep: Class 8 contains 34859 members 
Mstep: Class 10 contains 19085 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 15 contains 22079 members 
Mstep: Class 18 contains 25420 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 13498 members 
Entering Unmasked Estep 
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Iteration 143Q: 15 clusters Score -2.644383e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4716 members 
Mstep: Class 5 contains 23115 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29173 members 
Mstep: Class 8 contains 34880 members 
Mstep: Class 10 contains 19083 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 15 contains 22089 members 
Mstep: Class 18 contains 25393 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 13444 members 
Entering Unmasked Estep 
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Iteration 144Q: 15 clusters Score -2.64438e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4718 members 
Mstep: Class 5 contains 23117 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29177 members 
Mstep: Class 8 contains 34903 members 
Mstep: Class 10 contains 19084 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12813 members 
Mstep: Class 15 contains 22101 members 
Mstep: Class 18 contains 25369 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 13392 members 
Entering Unmasked Estep 
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Iteration 145Q: 15 clusters Score -2.64438e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4723 members 
Mstep: Class 5 contains 23118 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29192 members 
Mstep: Class 8 contains 34915 members 
Mstep: Class 10 contains 19083 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12814 members 
Mstep: Class 15 contains 22107 members 
Mstep: Class 18 contains 25357 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 13336 members 
Entering Unmasked Estep 
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Iteration 146Q: 15 clusters Score -2.644381e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4727 members 
Mstep: Class 5 contains 23115 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29212 members 
Mstep: Class 8 contains 34923 members 
Mstep: Class 10 contains 19078 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 22113 members 
Mstep: Class 18 contains 25344 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 13295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443838.000000 Penalty: 27982.333984
Iteration 147Q: 15 clusters Score -2.644384e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4727 members 
Mstep: Class 5 contains 23116 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29217 members 
Mstep: Class 8 contains 34946 members 
Mstep: Class 10 contains 19073 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 22128 members 
Mstep: Class 18 contains 25333 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 13246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443780.000000 Penalty: 27982.333984
Iteration 148Q: 15 clusters Score -2.644378e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4730 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29227 members 
Mstep: Class 8 contains 34959 members 
Mstep: Class 10 contains 19074 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 22138 members 
Mstep: Class 18 contains 25320 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 13201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443834.000000 Penalty: 27982.333984
Iteration 149Q: 15 clusters Score -2.644383e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4733 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29215 members 
Mstep: Class 8 contains 34987 members 
Mstep: Class 10 contains 19075 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 15 contains 22141 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 13166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443832.000000 Penalty: 27982.333984
Iteration 150Q: 15 clusters Score -2.644383e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4738 members 
Mstep: Class 5 contains 23112 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29219 members 
Mstep: Class 8 contains 35000 members 
Mstep: Class 10 contains 19071 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 15 contains 22138 members 
Mstep: Class 18 contains 25291 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 13124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443816.000000 Penalty: 27982.333984
Iteration 151Q: 15 clusters Score -2.644382e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4739 members 
Mstep: Class 5 contains 23113 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29229 members 
Mstep: Class 8 contains 35018 members 
Mstep: Class 10 contains 19071 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 22129 members 
Mstep: Class 18 contains 25285 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 13085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443858.000000 Penalty: 27982.333984
Iteration 152Q: 15 clusters Score -2.644386e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4739 members 
Mstep: Class 5 contains 23109 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29232 members 
Mstep: Class 8 contains 35050 members 
Mstep: Class 10 contains 19071 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 22120 members 
Mstep: Class 18 contains 25276 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 13033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443850.000000 Penalty: 27982.333984
Iteration 153Q: 15 clusters Score -2.644385e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4739 members 
Mstep: Class 5 contains 23105 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29230 members 
Mstep: Class 8 contains 35060 members 
Mstep: Class 10 contains 19075 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 22120 members 
Mstep: Class 18 contains 25276 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443852.000000 Penalty: 27982.333984
Iteration 154Q: 15 clusters Score -2.644385e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4739 members 
Mstep: Class 5 contains 23101 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29243 members 
Mstep: Class 8 contains 35060 members 
Mstep: Class 10 contains 19078 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12796 members 
Mstep: Class 15 contains 22122 members 
Mstep: Class 18 contains 25273 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 12966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443832.000000 Penalty: 27982.333984
Iteration 155Q: 15 clusters Score -2.644383e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 23099 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29257 members 
Mstep: Class 8 contains 35053 members 
Mstep: Class 10 contains 19076 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 15 contains 22115 members 
Mstep: Class 18 contains 25275 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 12931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443854.000000 Penalty: 27982.333984
Iteration 156Q: 15 clusters Score -2.644385e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 23095 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29293 members 
Mstep: Class 8 contains 35062 members 
Mstep: Class 10 contains 19070 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12787 members 
Mstep: Class 15 contains 22098 members 
Mstep: Class 18 contains 25264 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 12898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443870.000000 Penalty: 27982.333984
Iteration 157Q: 15 clusters Score -2.644387e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4744 members 
Mstep: Class 5 contains 23094 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29302 members 
Mstep: Class 8 contains 35066 members 
Mstep: Class 10 contains 19075 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12785 members 
Mstep: Class 15 contains 22093 members 
Mstep: Class 18 contains 25261 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 12864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443852.000000 Penalty: 27982.333984
Iteration 158Q: 15 clusters Score -2.644385e+07 nChanged 148
Entering ConstructFrom: 
Score: -26443852.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (32801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Entering Unmasked Estep 
Score: -4009336.500000 Penalty: 1689.709839
	Iteration 0F: 2 clusters Score -4009336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3987672.250000 Penalty: 3379.419678
	Iteration 0F: 3 clusters Score -3987672 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3995978.500000 Penalty: 3379.419678
	Iteration 1F: 3 clusters Score -3995978 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3996340.750000 Penalty: 3379.419678
	Iteration 2Q: 3 clusters Score -3996341 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -3996655.250000 Penalty: 3379.419678
	Iteration 3Q: 3 clusters Score -3996655 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3996946.000000 Penalty: 3379.419678
	Iteration 4Q: 3 clusters Score -3996946 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -3997335.500000 Penalty: 3379.419678
	Iteration 5Q: 3 clusters Score -3997336 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3997718.000000 Penalty: 3379.419678
	Iteration 6Q: 3 clusters Score -3997718 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3998254.250000 Penalty: 3379.419678
	Iteration 7Q: 3 clusters Score -3998254 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3999083.500000 Penalty: 3379.419678
	Iteration 8Q: 3 clusters Score -3999084 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4000293.250000 Penalty: 3379.419678
	Iteration 9F: 3 clusters Score -4000293 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -4001815.250000 Penalty: 3379.419678
	Iteration 10F: 3 clusters Score -4001815 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -4003404.750000 Penalty: 3379.419678
	Iteration 11F: 3 clusters Score -4003405 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -4004751.000000 Penalty: 3379.419678
	Iteration 12F: 3 clusters Score -4004751 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -4005754.000000 Penalty: 3379.419678
	Iteration 13Q: 3 clusters Score -4005754 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4006485.000000 Penalty: 3379.419678
	Iteration 14Q: 3 clusters Score -4006485 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4006932.500000 Penalty: 3379.419678
	Iteration 15Q: 3 clusters Score -4006932 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -4007259.750000 Penalty: 3379.419678
	Iteration 16Q: 3 clusters Score -4007260 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4007497.500000 Penalty: 3379.419678
	Iteration 17Q: 3 clusters Score -4007498 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -4007639.500000 Penalty: 3379.419678
	Iteration 18Q: 3 clusters Score -4007640 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -4007707.000000 Penalty: 3379.419678
	Iteration 19Q: 3 clusters Score -4007707 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4007773.500000 Penalty: 3379.419678
	Iteration 20F: 3 clusters Score -4007774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4007801.500000 Penalty: 3379.419678
	Iteration 21Q: 3 clusters Score -4007802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4007829.750000 Penalty: 3379.419678
	Iteration 22Q: 3 clusters Score -4007830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -4007840.000000 Penalty: 3379.419678
	Iteration 23Q: 3 clusters Score -4007840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4007844.750000 Penalty: 3379.419678
	Iteration 24Q: 3 clusters Score -4007845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4007852.500000 Penalty: 3379.419678
	Iteration 25Q: 3 clusters Score -4007852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4007862.000000 Penalty: 3379.419678
	Iteration 26Q: 3 clusters Score -4007862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4007869.500000 Penalty: 3379.419678
	Iteration 27Q: 3 clusters Score -4007870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4007881.000000 Penalty: 3379.419678
	Iteration 28Q: 3 clusters Score -4007881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -4007880.500000 Penalty: 3379.419678
	Iteration 29Q: 3 clusters Score -4007880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4007883.000000 Penalty: 3379.419678
	Iteration 30Q: 3 clusters Score -4007883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4007886.750000 Penalty: 3379.419678
	Iteration 31Q: 3 clusters Score -4007887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4007887.500000 Penalty: 3379.419678
	Iteration 32Q: 3 clusters Score -4007888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4007887.500000 Penalty: 3379.419678
	Iteration 33F: 3 clusters Score -4007888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -38252.511719 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -38252.51 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 183 members 
Entering Unmasked Estep 
Score: -37447.789062 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -37447.79 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37674.386719 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -37674.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37745.183594 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -37745.18 nChanged 9
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: -37768.929688 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -37768.93 nChanged 7
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: -37784.488281 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -37784.49 nChanged 3
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: -37792.625000 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -37792.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37796.656250 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -37796.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37800.253906 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -37800.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37804.945312 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -37804.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37804.945312 Penalty: 1931.409912
	Iteration 9F: 3 clusters Score -37804.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Entering Unmasked Estep 
Score: -550166.625000 Penalty: 1375.537598
	Iteration 0F: 2 clusters Score -550166.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -546332.062500 Penalty: 2751.075195
	Iteration 0F: 3 clusters Score -546332.1 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -547386.375000 Penalty: 2751.075195
	Iteration 1F: 3 clusters Score -547386.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -547554.812500 Penalty: 2751.075195
	Iteration 2F: 3 clusters Score -547554.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -547671.562500 Penalty: 2751.075195
	Iteration 3F: 3 clusters Score -547671.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -547767.625000 Penalty: 2751.075195
	Iteration 4Q: 3 clusters Score -547767.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -547863.500000 Penalty: 2751.075195
	Iteration 5Q: 3 clusters Score -547863.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -547960.875000 Penalty: 2751.075195
	Iteration 6Q: 3 clusters Score -547960.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -548068.750000 Penalty: 2751.075195
	Iteration 7Q: 3 clusters Score -548068.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -548189.562500 Penalty: 2751.075195
	Iteration 8Q: 3 clusters Score -548189.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -548306.312500 Penalty: 2751.075195
	Iteration 9Q: 3 clusters Score -548306.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -548438.875000 Penalty: 2751.075195
	Iteration 10Q: 3 clusters Score -548438.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -548569.812500 Penalty: 2751.075195
	Iteration 11Q: 3 clusters Score -548569.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -548697.250000 Penalty: 2751.075195
	Iteration 12Q: 3 clusters Score -548697.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -548811.125000 Penalty: 2751.075195
	Iteration 13Q: 3 clusters Score -548811.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -548897.312500 Penalty: 2751.075195
	Iteration 14Q: 3 clusters Score -548897.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -548960.812500 Penalty: 2751.075195
	Iteration 15Q: 3 clusters Score -548960.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -549008.812500 Penalty: 2751.075195
	Iteration 16Q: 3 clusters Score -549008.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -549037.500000 Penalty: 2751.075195
	Iteration 17Q: 3 clusters Score -549037.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -549058.875000 Penalty: 2751.075195
	Iteration 18Q: 3 clusters Score -549058.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -549082.500000 Penalty: 2751.075195
	Iteration 19Q: 3 clusters Score -549082.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -549110.875000 Penalty: 2751.075195
	Iteration 20F: 3 clusters Score -549110.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -549130.062500 Penalty: 2751.075195
	Iteration 21Q: 3 clusters Score -549130.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -549144.562500 Penalty: 2751.075195
	Iteration 22Q: 3 clusters Score -549144.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -549157.312500 Penalty: 2751.075195
	Iteration 23Q: 3 clusters Score -549157.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -549165.937500 Penalty: 2751.075195
	Iteration 24Q: 3 clusters Score -549165.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -549178.062500 Penalty: 2751.075195
	Iteration 25Q: 3 clusters Score -549178.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -549195.125000 Penalty: 2751.075195
	Iteration 26Q: 3 clusters Score -549195.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -549208.500000 Penalty: 2751.075195
	Iteration 27Q: 3 clusters Score -549208.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -549220.000000 Penalty: 2751.075195
	Iteration 28Q: 3 clusters Score -549220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -549227.500000 Penalty: 2751.075195
	Iteration 29Q: 3 clusters Score -549227.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -549239.437500 Penalty: 2751.075195
	Iteration 30Q: 3 clusters Score -549239.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -549247.812500 Penalty: 2751.075195
	Iteration 31Q: 3 clusters Score -549247.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -549257.750000 Penalty: 2751.075195
	Iteration 32Q: 3 clusters Score -549257.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -549263.062500 Penalty: 2751.075195
	Iteration 33Q: 3 clusters Score -549263.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -549267.062500 Penalty: 2751.075195
	Iteration 34Q: 3 clusters Score -549267.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -549270.562500 Penalty: 2751.075195
	Iteration 35Q: 3 clusters Score -549270.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -549276.500000 Penalty: 2751.075195
	Iteration 36Q: 3 clusters Score -549276.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -549280.562500 Penalty: 2751.075195
	Iteration 37Q: 3 clusters Score -549280.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -549283.250000 Penalty: 2751.075195
	Iteration 38Q: 3 clusters Score -549283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -549287.937500 Penalty: 2751.075195
	Iteration 39Q: 3 clusters Score -549287.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -549292.375000 Penalty: 2751.075195
	Iteration 40F: 3 clusters Score -549292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -549294.187500 Penalty: 2751.075195
	Iteration 41Q: 3 clusters Score -549294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -549298.937500 Penalty: 2751.075195
	Iteration 42Q: 3 clusters Score -549298.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -549301.562500 Penalty: 2751.075195
	Iteration 43Q: 3 clusters Score -549301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -549301.500000 Penalty: 2751.075195
	Iteration 44Q: 3 clusters Score -549301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -549303.375000 Penalty: 2751.075195
	Iteration 45Q: 3 clusters Score -549303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -549303.375000 Penalty: 2751.075195
	Iteration 46F: 3 clusters Score -549303.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Entering Unmasked Estep 
Score: -2849026.750000 Penalty: 1632.683838
	Iteration 0F: 2 clusters Score -2849027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2833302.500000 Penalty: 3265.367676
	Iteration 0F: 3 clusters Score -2833302 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2839080.250000 Penalty: 3265.367676
	Iteration 1F: 3 clusters Score -2839080 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2839525.250000 Penalty: 3265.367676
	Iteration 2F: 3 clusters Score -2839525 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2840171.500000 Penalty: 3265.367676
	Iteration 3F: 3 clusters Score -2840172 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2841000.000000 Penalty: 3265.367676
	Iteration 4F: 3 clusters Score -2841000 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2842159.750000 Penalty: 3265.367676
	Iteration 5F: 3 clusters Score -2842160 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2843615.000000 Penalty: 3265.367676
	Iteration 6F: 3 clusters Score -2843615 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2845049.250000 Penalty: 3265.367676
	Iteration 7F: 3 clusters Score -2845049 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2846213.250000 Penalty: 3265.367676
	Iteration 8Q: 3 clusters Score -2846213 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2846888.000000 Penalty: 3265.367676
	Iteration 9Q: 3 clusters Score -2846888 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2847274.500000 Penalty: 3265.367676
	Iteration 10Q: 3 clusters Score -2847274 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2847465.500000 Penalty: 3265.367676
	Iteration 11Q: 3 clusters Score -2847466 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2847641.500000 Penalty: 3265.367676
	Iteration 12Q: 3 clusters Score -2847642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2847705.250000 Penalty: 3265.367676
	Iteration 13Q: 3 clusters Score -2847705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2847752.250000 Penalty: 3265.367676
	Iteration 14Q: 3 clusters Score -2847752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2847785.250000 Penalty: 3265.367676
	Iteration 15Q: 3 clusters Score -2847785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2847806.500000 Penalty: 3265.367676
	Iteration 16Q: 3 clusters Score -2847806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2847827.500000 Penalty: 3265.367676
	Iteration 17Q: 3 clusters Score -2847828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2847841.250000 Penalty: 3265.367676
	Iteration 18Q: 3 clusters Score -2847841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2847847.000000 Penalty: 3265.367676
	Iteration 19Q: 3 clusters Score -2847847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2847849.750000 Penalty: 3265.367676
	Iteration 20F: 3 clusters Score -2847850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2847855.750000 Penalty: 3265.367676
	Iteration 21Q: 3 clusters Score -2847856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2847854.750000 Penalty: 3265.367676
	Iteration 22Q: 3 clusters Score -2847855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2847857.250000 Penalty: 3265.367676
	Iteration 23Q: 3 clusters Score -2847857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2847858.750000 Penalty: 3265.367676
	Iteration 24Q: 3 clusters Score -2847859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2847856.500000 Penalty: 3265.367676
	Iteration 25Q: 3 clusters Score -2847856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2847856.500000 Penalty: 3265.367676
	Iteration 26F: 3 clusters Score -2847856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53649.703125 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52723.296875 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52723.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52800.917969 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52800.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52840.816406 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -52840.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52852.351562 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52852.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52852.351562 Penalty: 1884.705200
	Iteration 4F: 3 clusters Score -52852.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Entering Unmasked Estep 
Score: -3650165.500000 Penalty: 1671.495605
	Iteration 0F: 2 clusters Score -3650166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3632739.000000 Penalty: 3342.991211
	Iteration 0F: 3 clusters Score -3632739 nChanged 13390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3640321.500000 Penalty: 3342.991211
	Iteration 1F: 3 clusters Score -3640322 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3640870.000000 Penalty: 3342.991211
	Iteration 2Q: 3 clusters Score -3640870 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3641486.250000 Penalty: 3342.991211
	Iteration 3Q: 3 clusters Score -3641486 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3642432.750000 Penalty: 3342.991211
	Iteration 4F: 3 clusters Score -3642433 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3643711.750000 Penalty: 3342.991211
	Iteration 5F: 3 clusters Score -3643712 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3645266.500000 Penalty: 3342.991211
	Iteration 6F: 3 clusters Score -3645266 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3646372.500000 Penalty: 3342.991211
	Iteration 7F: 3 clusters Score -3646372 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3646856.250000 Penalty: 3342.991211
	Iteration 8Q: 3 clusters Score -3646856 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3647043.500000 Penalty: 3342.991211
	Iteration 9Q: 3 clusters Score -3647044 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3647133.750000 Penalty: 3342.991211
	Iteration 10Q: 3 clusters Score -3647134 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3647237.000000 Penalty: 3342.991211
	Iteration 11Q: 3 clusters Score -3647237 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3647326.500000 Penalty: 3342.991211
	Iteration 12Q: 3 clusters Score -3647326 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3647412.500000 Penalty: 3342.991211
	Iteration 13Q: 3 clusters Score -3647412 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3647526.000000 Penalty: 3342.991211
	Iteration 14Q: 3 clusters Score -3647526 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3647667.250000 Penalty: 3342.991211
	Iteration 15Q: 3 clusters Score -3647667 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3647818.750000 Penalty: 3342.991211
	Iteration 16Q: 3 clusters Score -3647819 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3647951.250000 Penalty: 3342.991211
	Iteration 17Q: 3 clusters Score -3647951 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3648132.500000 Penalty: 3342.991211
	Iteration 18Q: 3 clusters Score -3648132 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3648304.750000 Penalty: 3342.991211
	Iteration 19Q: 3 clusters Score -3648305 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3648479.750000 Penalty: 3342.991211
	Iteration 20F: 3 clusters Score -3648480 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3648673.500000 Penalty: 3342.991211
	Iteration 21Q: 3 clusters Score -3648674 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -3648894.250000 Penalty: 3342.991211
	Iteration 22Q: 3 clusters Score -3648894 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3649097.250000 Penalty: 3342.991211
	Iteration 23Q: 3 clusters Score -3649097 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3649236.250000 Penalty: 3342.991211
	Iteration 24Q: 3 clusters Score -3649236 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3649354.000000 Penalty: 3342.991211
	Iteration 25Q: 3 clusters Score -3649354 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -3649475.000000 Penalty: 3342.991211
	Iteration 26Q: 3 clusters Score -3649475 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3649543.000000 Penalty: 3342.991211
	Iteration 27Q: 3 clusters Score -3649543 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3649587.000000 Penalty: 3342.991211
	Iteration 28Q: 3 clusters Score -3649587 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3649640.750000 Penalty: 3342.991211
	Iteration 29Q: 3 clusters Score -3649641 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3649669.000000 Penalty: 3342.991211
	Iteration 30Q: 3 clusters Score -3649669 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3649687.500000 Penalty: 3342.991211
	Iteration 31Q: 3 clusters Score -3649688 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3649680.250000 Penalty: 3342.991211
	Iteration 32Q: 3 clusters Score -3649680 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3649690.500000 Penalty: 3342.991211
	Iteration 33Q: 3 clusters Score -3649690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3649686.750000 Penalty: 3342.991211
	Iteration 34Q: 3 clusters Score -3649687 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3649697.000000 Penalty: 3342.991211
	Iteration 35Q: 3 clusters Score -3649697 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3649694.000000 Penalty: 3342.991211
	Iteration 36Q: 3 clusters Score -3649694 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3649696.750000 Penalty: 3342.991211
	Iteration 37Q: 3 clusters Score -3649697 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3649691.500000 Penalty: 3342.991211
	Iteration 38Q: 3 clusters Score -3649692 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3649671.750000 Penalty: 3342.991211
	Iteration 39Q: 3 clusters Score -3649672 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3649660.750000 Penalty: 3342.991211
	Iteration 40F: 3 clusters Score -3649661 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3649656.500000 Penalty: 3342.991211
	Iteration 41Q: 3 clusters Score -3649656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3649645.250000 Penalty: 3342.991211
	Iteration 42Q: 3 clusters Score -3649645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3649657.250000 Penalty: 3342.991211
	Iteration 43Q: 3 clusters Score -3649657 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3649637.500000 Penalty: 3342.991211
	Iteration 44Q: 3 clusters Score -3649638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3649623.250000 Penalty: 3342.991211
	Iteration 45Q: 3 clusters Score -3649623 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3649633.500000 Penalty: 3342.991211
	Iteration 46Q: 3 clusters Score -3649634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3649623.250000 Penalty: 3342.991211
	Iteration 47Q: 3 clusters Score -3649623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3649619.000000 Penalty: 3342.991211
	Iteration 48Q: 3 clusters Score -3649619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3649610.750000 Penalty: 3342.991211
	Iteration 49Q: 3 clusters Score -3649611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3649617.500000 Penalty: 3342.991211
	Iteration 50Q: 3 clusters Score -3649618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3649627.750000 Penalty: 3342.991211
	Iteration 51Q: 3 clusters Score -3649628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3649636.750000 Penalty: 3342.991211
	Iteration 52Q: 3 clusters Score -3649637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3649642.250000 Penalty: 3342.991211
	Iteration 53Q: 3 clusters Score -3649642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3649635.250000 Penalty: 3342.991211
	Iteration 54Q: 3 clusters Score -3649635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3649632.000000 Penalty: 3342.991211
	Iteration 55Q: 3 clusters Score -3649632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3649634.250000 Penalty: 3342.991211
	Iteration 56Q: 3 clusters Score -3649634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3649624.000000 Penalty: 3342.991211
	Iteration 57Q: 3 clusters Score -3649624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3649625.250000 Penalty: 3342.991211
	Iteration 58Q: 3 clusters Score -3649625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3649628.000000 Penalty: 3342.991211
	Iteration 59Q: 3 clusters Score -3649628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3649620.000000 Penalty: 3342.991211
	Iteration 60F: 3 clusters Score -3649620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3649623.000000 Penalty: 3342.991211
	Iteration 61Q: 3 clusters Score -3649623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3649619.000000 Penalty: 3342.991211
	Iteration 62Q: 3 clusters Score -3649619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3649618.250000 Penalty: 3342.991211
	Iteration 63Q: 3 clusters Score -3649618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3649616.500000 Penalty: 3342.991211
	Iteration 64Q: 3 clusters Score -3649616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3649613.500000 Penalty: 3342.991211
	Iteration 65Q: 3 clusters Score -3649614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3649610.500000 Penalty: 3342.991211
	Iteration 66Q: 3 clusters Score -3649610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3649610.500000 Penalty: 3342.991211
	Iteration 67F: 3 clusters Score -3649610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Entering Unmasked Estep 
Score: -4367345.000000 Penalty: 1700.546509
	Iteration 0F: 2 clusters Score -4367345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -4346442.500000 Penalty: 3401.093018
	Iteration 0F: 3 clusters Score -4346442 nChanged 16298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4355689.000000 Penalty: 3401.093018
	Iteration 1F: 3 clusters Score -4355689 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -4356328.000000 Penalty: 3401.093018
	Iteration 2Q: 3 clusters Score -4356328 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4356848.000000 Penalty: 3401.093018
	Iteration 3Q: 3 clusters Score -4356848 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4357496.500000 Penalty: 3401.093018
	Iteration 4Q: 3 clusters Score -4357496 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4358241.000000 Penalty: 3401.093018
	Iteration 5Q: 3 clusters Score -4358241 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -4359293.000000 Penalty: 3401.093018
	Iteration 6F: 3 clusters Score -4359293 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4360347.000000 Penalty: 3401.093018
	Iteration 7F: 3 clusters Score -4360347 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4361422.000000 Penalty: 3401.093018
	Iteration 8F: 3 clusters Score -4361422 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -4362307.500000 Penalty: 3401.093018
	Iteration 9Q: 3 clusters Score -4362308 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -4362915.500000 Penalty: 3401.093018
	Iteration 10Q: 3 clusters Score -4362916 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -4363327.000000 Penalty: 3401.093018
	Iteration 11Q: 3 clusters Score -4363327 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -4363544.000000 Penalty: 3401.093018
	Iteration 12Q: 3 clusters Score -4363544 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -4363689.000000 Penalty: 3401.093018
	Iteration 13Q: 3 clusters Score -4363689 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -4363765.000000 Penalty: 3401.093018
	Iteration 14Q: 3 clusters Score -4363765 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -4363799.000000 Penalty: 3401.093018
	Iteration 15Q: 3 clusters Score -4363799 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -4363868.500000 Penalty: 3401.093018
	Iteration 16Q: 3 clusters Score -4363868 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -4363959.500000 Penalty: 3401.093018
	Iteration 17Q: 3 clusters Score -4363960 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -4364016.000000 Penalty: 3401.093018
	Iteration 18Q: 3 clusters Score -4364016 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -4364061.500000 Penalty: 3401.093018
	Iteration 19Q: 3 clusters Score -4364062 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -4364160.000000 Penalty: 3401.093018
	Iteration 20F: 3 clusters Score -4364160 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -4364227.500000 Penalty: 3401.093018
	Iteration 21Q: 3 clusters Score -4364228 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -4364331.000000 Penalty: 3401.093018
	Iteration 22Q: 3 clusters Score -4364331 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -4364419.000000 Penalty: 3401.093018
	Iteration 23Q: 3 clusters Score -4364419 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -4364519.000000 Penalty: 3401.093018
	Iteration 24Q: 3 clusters Score -4364519 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -4364570.500000 Penalty: 3401.093018
	Iteration 25Q: 3 clusters Score -4364570 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -4364652.500000 Penalty: 3401.093018
	Iteration 26Q: 3 clusters Score -4364652 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -4364729.000000 Penalty: 3401.093018
	Iteration 27Q: 3 clusters Score -4364729 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -4364825.000000 Penalty: 3401.093018
	Iteration 28Q: 3 clusters Score -4364825 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -4364910.500000 Penalty: 3401.093018
	Iteration 29Q: 3 clusters Score -4364910 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -4364978.500000 Penalty: 3401.093018
	Iteration 30Q: 3 clusters Score -4364978 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -4365022.500000 Penalty: 3401.093018
	Iteration 31Q: 3 clusters Score -4365022 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -4365076.500000 Penalty: 3401.093018
	Iteration 32Q: 3 clusters Score -4365076 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -4365125.000000 Penalty: 3401.093018
	Iteration 33Q: 3 clusters Score -4365125 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -4365196.500000 Penalty: 3401.093018
	Iteration 34Q: 3 clusters Score -4365196 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -4365263.500000 Penalty: 3401.093018
	Iteration 35Q: 3 clusters Score -4365264 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -4365312.500000 Penalty: 3401.093018
	Iteration 36Q: 3 clusters Score -4365312 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -4365331.500000 Penalty: 3401.093018
	Iteration 37Q: 3 clusters Score -4365332 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -4365390.500000 Penalty: 3401.093018
	Iteration 38Q: 3 clusters Score -4365390 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -4365406.500000 Penalty: 3401.093018
	Iteration 39Q: 3 clusters Score -4365406 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -4365437.500000 Penalty: 3401.093018
	Iteration 40F: 3 clusters Score -4365438 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -4365462.000000 Penalty: 3401.093018
	Iteration 41Q: 3 clusters Score -4365462 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4365488.000000 Penalty: 3401.093018
	Iteration 42Q: 3 clusters Score -4365488 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -4365508.000000 Penalty: 3401.093018
	Iteration 43Q: 3 clusters Score -4365508 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -4365520.000000 Penalty: 3401.093018
	Iteration 44Q: 3 clusters Score -4365520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -4365531.000000 Penalty: 3401.093018
	Iteration 45Q: 3 clusters Score -4365531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -4365550.500000 Penalty: 3401.093018
	Iteration 46Q: 3 clusters Score -4365550 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -4365563.000000 Penalty: 3401.093018
	Iteration 47Q: 3 clusters Score -4365563 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -4365578.000000 Penalty: 3401.093018
	Iteration 48Q: 3 clusters Score -4365578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4365577.500000 Penalty: 3401.093018
	Iteration 49Q: 3 clusters Score -4365578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4365571.500000 Penalty: 3401.093018
	Iteration 50Q: 3 clusters Score -4365572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -4365574.000000 Penalty: 3401.093018
	Iteration 51Q: 3 clusters Score -4365574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -4365582.000000 Penalty: 3401.093018
	Iteration 52Q: 3 clusters Score -4365582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -4365595.000000 Penalty: 3401.093018
	Iteration 53Q: 3 clusters Score -4365595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -4365612.500000 Penalty: 3401.093018
	Iteration 54Q: 3 clusters Score -4365612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -4365609.500000 Penalty: 3401.093018
	Iteration 55Q: 3 clusters Score -4365610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -4365598.000000 Penalty: 3401.093018
	Iteration 56Q: 3 clusters Score -4365598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -4365611.000000 Penalty: 3401.093018
	Iteration 57Q: 3 clusters Score -4365611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -4365621.000000 Penalty: 3401.093018
	Iteration 58Q: 3 clusters Score -4365621 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4365619.000000 Penalty: 3401.093018
	Iteration 59Q: 3 clusters Score -4365619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4365622.500000 Penalty: 3401.093018
	Iteration 60F: 3 clusters Score -4365622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -4365631.000000 Penalty: 3401.093018
	Iteration 61Q: 3 clusters Score -4365631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -4365619.000000 Penalty: 3401.093018
	Iteration 62Q: 3 clusters Score -4365619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -4365624.000000 Penalty: 3401.093018
	Iteration 63Q: 3 clusters Score -4365624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -4365631.500000 Penalty: 3401.093018
	Iteration 64Q: 3 clusters Score -4365632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -4365627.000000 Penalty: 3401.093018
	Iteration 65Q: 3 clusters Score -4365627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -4365618.000000 Penalty: 3401.093018
	Iteration 66Q: 3 clusters Score -4365618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -4365625.000000 Penalty: 3401.093018
	Iteration 67Q: 3 clusters Score -4365625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -4365629.000000 Penalty: 3401.093018
	Iteration 68Q: 3 clusters Score -4365629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -4365632.000000 Penalty: 3401.093018
	Iteration 69Q: 3 clusters Score -4365632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -4365634.000000 Penalty: 3401.093018
	Iteration 70Q: 3 clusters Score -4365634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4365638.500000 Penalty: 3401.093018
	Iteration 71Q: 3 clusters Score -4365638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -4365639.500000 Penalty: 3401.093018
	Iteration 72Q: 3 clusters Score -4365640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -4365640.000000 Penalty: 3401.093018
	Iteration 73Q: 3 clusters Score -4365640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -4365645.500000 Penalty: 3401.093018
	Iteration 74Q: 3 clusters Score -4365646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -4365645.000000 Penalty: 3401.093018
	Iteration 75Q: 3 clusters Score -4365645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4365652.500000 Penalty: 3401.093018
	Iteration 76Q: 3 clusters Score -4365652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -4365651.500000 Penalty: 3401.093018
	Iteration 77Q: 3 clusters Score -4365652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -4365650.500000 Penalty: 3401.093018
	Iteration 78Q: 3 clusters Score -4365650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -4365647.000000 Penalty: 3401.093018
	Iteration 79Q: 3 clusters Score -4365647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -4365649.000000 Penalty: 3401.093018
	Iteration 80F: 3 clusters Score -4365649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -4365648.500000 Penalty: 3401.093018
	Iteration 81Q: 3 clusters Score -4365648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -4365654.000000 Penalty: 3401.093018
	Iteration 82Q: 3 clusters Score -4365654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -4365657.500000 Penalty: 3401.093018
	Iteration 83Q: 3 clusters Score -4365658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -4365658.000000 Penalty: 3401.093018
	Iteration 84Q: 3 clusters Score -4365658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -4365669.500000 Penalty: 3401.093018
	Iteration 85Q: 3 clusters Score -4365670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -4365673.000000 Penalty: 3401.093018
	Iteration 86Q: 3 clusters Score -4365673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4365672.500000 Penalty: 3401.093018
	Iteration 87Q: 3 clusters Score -4365672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -4365666.500000 Penalty: 3401.093018
	Iteration 88Q: 3 clusters Score -4365666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -4365659.500000 Penalty: 3401.093018
	Iteration 89Q: 3 clusters Score -4365660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4365657.000000 Penalty: 3401.093018
	Iteration 90Q: 3 clusters Score -4365657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4365659.500000 Penalty: 3401.093018
	Iteration 91Q: 3 clusters Score -4365660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -4365663.500000 Penalty: 3401.093018
	Iteration 92Q: 3 clusters Score -4365664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -4365666.500000 Penalty: 3401.093018
	Iteration 93Q: 3 clusters Score -4365666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4365665.000000 Penalty: 3401.093018
	Iteration 94Q: 3 clusters Score -4365665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -4365668.500000 Penalty: 3401.093018
	Iteration 95Q: 3 clusters Score -4365668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -4365672.000000 Penalty: 3401.093018
	Iteration 96Q: 3 clusters Score -4365672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -4365672.500000 Penalty: 3401.093018
	Iteration 97Q: 3 clusters Score -4365672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4365677.500000 Penalty: 3401.093018
	Iteration 98Q: 3 clusters Score -4365678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -4365677.500000 Penalty: 3401.093018
	Iteration 99Q: 3 clusters Score -4365678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -4365678.500000 Penalty: 3401.093018
	Iteration 100F: 3 clusters Score -4365678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4365682.500000 Penalty: 3401.093018
	Iteration 101Q: 3 clusters Score -4365682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4365683.500000 Penalty: 3401.093018
	Iteration 102Q: 3 clusters Score -4365684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4365683.500000 Penalty: 3401.093018
	Iteration 103F: 3 clusters Score -4365684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Entering Unmasked Estep 
Score: -2292289.750000 Penalty: 1601.621704
	Iteration 0F: 2 clusters Score -2292290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2279231.500000 Penalty: 3203.243408
	Iteration 0F: 3 clusters Score -2279232 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2283920.000000 Penalty: 3203.243408
	Iteration 1F: 3 clusters Score -2283920 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2284362.000000 Penalty: 3203.243408
	Iteration 2F: 3 clusters Score -2284362 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2284877.250000 Penalty: 3203.243408
	Iteration 3F: 3 clusters Score -2284877 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2285519.000000 Penalty: 3203.243408
	Iteration 4F: 3 clusters Score -2285519 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2286299.000000 Penalty: 3203.243408
	Iteration 5F: 3 clusters Score -2286299 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2287145.500000 Penalty: 3203.243408
	Iteration 6F: 3 clusters Score -2287146 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2287946.750000 Penalty: 3203.243408
	Iteration 7F: 3 clusters Score -2287947 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2288628.000000 Penalty: 3203.243408
	Iteration 8F: 3 clusters Score -2288628 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2289181.750000 Penalty: 3203.243408
	Iteration 9Q: 3 clusters Score -2289182 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2289644.250000 Penalty: 3203.243408
	Iteration 10Q: 3 clusters Score -2289644 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2290011.000000 Penalty: 3203.243408
	Iteration 11Q: 3 clusters Score -2290011 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2290339.750000 Penalty: 3203.243408
	Iteration 12Q: 3 clusters Score -2290340 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2290545.250000 Penalty: 3203.243408
	Iteration 13Q: 3 clusters Score -2290545 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2290674.000000 Penalty: 3203.243408
	Iteration 14Q: 3 clusters Score -2290674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2290748.250000 Penalty: 3203.243408
	Iteration 15Q: 3 clusters Score -2290748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2290788.250000 Penalty: 3203.243408
	Iteration 16Q: 3 clusters Score -2290788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2290817.750000 Penalty: 3203.243408
	Iteration 17Q: 3 clusters Score -2290818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2290837.500000 Penalty: 3203.243408
	Iteration 18Q: 3 clusters Score -2290838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2290861.000000 Penalty: 3203.243408
	Iteration 19Q: 3 clusters Score -2290861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2290876.250000 Penalty: 3203.243408
	Iteration 20F: 3 clusters Score -2290876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2290893.750000 Penalty: 3203.243408
	Iteration 21Q: 3 clusters Score -2290894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2290903.250000 Penalty: 3203.243408
	Iteration 22Q: 3 clusters Score -2290903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2290914.000000 Penalty: 3203.243408
	Iteration 23Q: 3 clusters Score -2290914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2290919.000000 Penalty: 3203.243408
	Iteration 24Q: 3 clusters Score -2290919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2290920.250000 Penalty: 3203.243408
	Iteration 25Q: 3 clusters Score -2290920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2290921.500000 Penalty: 3203.243408
	Iteration 26Q: 3 clusters Score -2290922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2290921.500000 Penalty: 3203.243408
	Iteration 27F: 3 clusters Score -2290922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -15926.824219 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -15926.82 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: -15290.055664 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15290.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15330.678711 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15330.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15353.961914 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -15353.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15362.363281 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -15362.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15365.097656 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -15365.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15365.097656 Penalty: 1632.761108
	Iteration 5F: 3 clusters Score -15365.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Entering Unmasked Estep 
Score: -1580848.250000 Penalty: 1536.642700
	Iteration 0F: 2 clusters Score -1580848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1571951.625000 Penalty: 3073.285400
	Iteration 0F: 3 clusters Score -1571952 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1574932.875000 Penalty: 3073.285400
	Iteration 1F: 3 clusters Score -1574933 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1575266.750000 Penalty: 3073.285400
	Iteration 2F: 3 clusters Score -1575267 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1575569.125000 Penalty: 3073.285400
	Iteration 3F: 3 clusters Score -1575569 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1575830.625000 Penalty: 3073.285400
	Iteration 4Q: 3 clusters Score -1575831 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1576097.375000 Penalty: 3073.285400
	Iteration 5Q: 3 clusters Score -1576097 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1576378.625000 Penalty: 3073.285400
	Iteration 6Q: 3 clusters Score -1576379 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1576704.000000 Penalty: 3073.285400
	Iteration 7Q: 3 clusters Score -1576704 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1577022.875000 Penalty: 3073.285400
	Iteration 8Q: 3 clusters Score -1577023 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1577357.750000 Penalty: 3073.285400
	Iteration 9Q: 3 clusters Score -1577358 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1577696.375000 Penalty: 3073.285400
	Iteration 10Q: 3 clusters Score -1577696 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1577963.250000 Penalty: 3073.285400
	Iteration 11Q: 3 clusters Score -1577963 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1578124.375000 Penalty: 3073.285400
	Iteration 12Q: 3 clusters Score -1578124 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1578256.500000 Penalty: 3073.285400
	Iteration 13Q: 3 clusters Score -1578256 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1578350.375000 Penalty: 3073.285400
	Iteration 14Q: 3 clusters Score -1578350 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1578433.750000 Penalty: 3073.285400
	Iteration 15Q: 3 clusters Score -1578434 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1578502.250000 Penalty: 3073.285400
	Iteration 16Q: 3 clusters Score -1578502 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1578560.875000 Penalty: 3073.285400
	Iteration 17Q: 3 clusters Score -1578561 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1578613.250000 Penalty: 3073.285400
	Iteration 18Q: 3 clusters Score -1578613 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1578668.375000 Penalty: 3073.285400
	Iteration 19Q: 3 clusters Score -1578668 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1578729.125000 Penalty: 3073.285400
	Iteration 20F: 3 clusters Score -1578729 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1578773.375000 Penalty: 3073.285400
	Iteration 21Q: 3 clusters Score -1578773 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1578825.500000 Penalty: 3073.285400
	Iteration 22Q: 3 clusters Score -1578826 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1578883.250000 Penalty: 3073.285400
	Iteration 23Q: 3 clusters Score -1578883 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1578931.750000 Penalty: 3073.285400
	Iteration 24Q: 3 clusters Score -1578932 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1578972.750000 Penalty: 3073.285400
	Iteration 25Q: 3 clusters Score -1578973 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1579016.750000 Penalty: 3073.285400
	Iteration 26Q: 3 clusters Score -1579017 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1579054.375000 Penalty: 3073.285400
	Iteration 27Q: 3 clusters Score -1579054 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1579088.875000 Penalty: 3073.285400
	Iteration 28Q: 3 clusters Score -1579089 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1579115.625000 Penalty: 3073.285400
	Iteration 29Q: 3 clusters Score -1579116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1579148.000000 Penalty: 3073.285400
	Iteration 30Q: 3 clusters Score -1579148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1579170.625000 Penalty: 3073.285400
	Iteration 31Q: 3 clusters Score -1579171 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1579207.125000 Penalty: 3073.285400
	Iteration 32Q: 3 clusters Score -1579207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1579243.000000 Penalty: 3073.285400
	Iteration 33Q: 3 clusters Score -1579243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1579270.125000 Penalty: 3073.285400
	Iteration 34Q: 3 clusters Score -1579270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1579301.375000 Penalty: 3073.285400
	Iteration 35Q: 3 clusters Score -1579301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1579325.750000 Penalty: 3073.285400
	Iteration 36Q: 3 clusters Score -1579326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1579357.875000 Penalty: 3073.285400
	Iteration 37Q: 3 clusters Score -1579358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1579375.625000 Penalty: 3073.285400
	Iteration 38Q: 3 clusters Score -1579376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1579386.000000 Penalty: 3073.285400
	Iteration 39Q: 3 clusters Score -1579386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1579395.500000 Penalty: 3073.285400
	Iteration 40F: 3 clusters Score -1579396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1579406.250000 Penalty: 3073.285400
	Iteration 41Q: 3 clusters Score -1579406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1579410.375000 Penalty: 3073.285400
	Iteration 42Q: 3 clusters Score -1579410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1579415.750000 Penalty: 3073.285400
	Iteration 43Q: 3 clusters Score -1579416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1579424.875000 Penalty: 3073.285400
	Iteration 44Q: 3 clusters Score -1579425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1579432.375000 Penalty: 3073.285400
	Iteration 45Q: 3 clusters Score -1579432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1579441.750000 Penalty: 3073.285400
	Iteration 46Q: 3 clusters Score -1579442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1579448.125000 Penalty: 3073.285400
	Iteration 47Q: 3 clusters Score -1579448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1579450.875000 Penalty: 3073.285400
	Iteration 48Q: 3 clusters Score -1579451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1579453.500000 Penalty: 3073.285400
	Iteration 49Q: 3 clusters Score -1579454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1579455.625000 Penalty: 3073.285400
	Iteration 50Q: 3 clusters Score -1579456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1579455.625000 Penalty: 3073.285400
	Iteration 51Q: 3 clusters Score -1579456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1579461.500000 Penalty: 3073.285400
	Iteration 52Q: 3 clusters Score -1579462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1579464.750000 Penalty: 3073.285400
	Iteration 53Q: 3 clusters Score -1579465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1579465.875000 Penalty: 3073.285400
	Iteration 54Q: 3 clusters Score -1579466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1579466.750000 Penalty: 3073.285400
	Iteration 55Q: 3 clusters Score -1579467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1579467.375000 Penalty: 3073.285400
	Iteration 56Q: 3 clusters Score -1579467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1579467.875000 Penalty: 3073.285400
	Iteration 57Q: 3 clusters Score -1579468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1579467.375000 Penalty: 3073.285400
	Iteration 58Q: 3 clusters Score -1579467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1579467.250000 Penalty: 3073.285400
	Iteration 59Q: 3 clusters Score -1579467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1579469.500000 Penalty: 3073.285400
	Iteration 60F: 3 clusters Score -1579470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1579469.750000 Penalty: 3073.285400
	Iteration 61Q: 3 clusters Score -1579470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1579470.750000 Penalty: 3073.285400
	Iteration 62Q: 3 clusters Score -1579471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1579469.375000 Penalty: 3073.285400
	Iteration 63Q: 3 clusters Score -1579469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1579469.375000 Penalty: 3073.285400
	Iteration 64F: 3 clusters Score -1579469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Entering Unmasked Estep 
Score: -2699935.000000 Penalty: 1625.475464
	Iteration 0F: 2 clusters Score -2699935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2685053.500000 Penalty: 3250.950928
	Iteration 0F: 3 clusters Score -2685054 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2690464.750000 Penalty: 3250.950928
	Iteration 1F: 3 clusters Score -2690465 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2690751.500000 Penalty: 3250.950928
	Iteration 2Q: 3 clusters Score -2690752 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2691005.750000 Penalty: 3250.950928
	Iteration 3Q: 3 clusters Score -2691006 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2691209.750000 Penalty: 3250.950928
	Iteration 4Q: 3 clusters Score -2691210 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2691366.500000 Penalty: 3250.950928
	Iteration 5Q: 3 clusters Score -2691366 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2691563.250000 Penalty: 3250.950928
	Iteration 6Q: 3 clusters Score -2691563 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2691844.000000 Penalty: 3250.950928
	Iteration 7Q: 3 clusters Score -2691844 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2692207.250000 Penalty: 3250.950928
	Iteration 8Q: 3 clusters Score -2692207 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2692714.250000 Penalty: 3250.950928
	Iteration 9Q: 3 clusters Score -2692714 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2693423.000000 Penalty: 3250.950928
	Iteration 10Q: 3 clusters Score -2693423 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2694292.500000 Penalty: 3250.950928
	Iteration 11F: 3 clusters Score -2694292 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2695187.500000 Penalty: 3250.950928
	Iteration 12F: 3 clusters Score -2695188 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2695749.500000 Penalty: 3250.950928
	Iteration 13Q: 3 clusters Score -2695750 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2696006.250000 Penalty: 3250.950928
	Iteration 14Q: 3 clusters Score -2696006 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2696117.500000 Penalty: 3250.950928
	Iteration 15Q: 3 clusters Score -2696118 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2696181.750000 Penalty: 3250.950928
	Iteration 16Q: 3 clusters Score -2696182 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2696248.000000 Penalty: 3250.950928
	Iteration 17Q: 3 clusters Score -2696248 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2696297.500000 Penalty: 3250.950928
	Iteration 18Q: 3 clusters Score -2696298 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2696342.250000 Penalty: 3250.950928
	Iteration 19Q: 3 clusters Score -2696342 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2696380.500000 Penalty: 3250.950928
	Iteration 20F: 3 clusters Score -2696380 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2696419.250000 Penalty: 3250.950928
	Iteration 21Q: 3 clusters Score -2696419 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2696476.000000 Penalty: 3250.950928
	Iteration 22Q: 3 clusters Score -2696476 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2696523.000000 Penalty: 3250.950928
	Iteration 23Q: 3 clusters Score -2696523 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2696586.000000 Penalty: 3250.950928
	Iteration 24Q: 3 clusters Score -2696586 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2696644.000000 Penalty: 3250.950928
	Iteration 25Q: 3 clusters Score -2696644 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2696694.750000 Penalty: 3250.950928
	Iteration 26Q: 3 clusters Score -2696695 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2696729.250000 Penalty: 3250.950928
	Iteration 27Q: 3 clusters Score -2696729 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2696769.000000 Penalty: 3250.950928
	Iteration 28Q: 3 clusters Score -2696769 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2696815.250000 Penalty: 3250.950928
	Iteration 29Q: 3 clusters Score -2696815 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2696842.000000 Penalty: 3250.950928
	Iteration 30Q: 3 clusters Score -2696842 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2696871.750000 Penalty: 3250.950928
	Iteration 31Q: 3 clusters Score -2696872 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2696892.500000 Penalty: 3250.950928
	Iteration 32Q: 3 clusters Score -2696892 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2696905.750000 Penalty: 3250.950928
	Iteration 33Q: 3 clusters Score -2696906 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2696917.000000 Penalty: 3250.950928
	Iteration 34Q: 3 clusters Score -2696917 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2696928.000000 Penalty: 3250.950928
	Iteration 35Q: 3 clusters Score -2696928 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2696938.500000 Penalty: 3250.950928
	Iteration 36Q: 3 clusters Score -2696938 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2696964.250000 Penalty: 3250.950928
	Iteration 37Q: 3 clusters Score -2696964 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2697001.750000 Penalty: 3250.950928
	Iteration 38Q: 3 clusters Score -2697002 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2697011.000000 Penalty: 3250.950928
	Iteration 39Q: 3 clusters Score -2697011 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2697036.000000 Penalty: 3250.950928
	Iteration 40F: 3 clusters Score -2697036 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2697068.750000 Penalty: 3250.950928
	Iteration 41Q: 3 clusters Score -2697069 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2697084.500000 Penalty: 3250.950928
	Iteration 42Q: 3 clusters Score -2697084 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2697103.500000 Penalty: 3250.950928
	Iteration 43Q: 3 clusters Score -2697104 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2697118.250000 Penalty: 3250.950928
	Iteration 44Q: 3 clusters Score -2697118 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2697125.500000 Penalty: 3250.950928
	Iteration 45Q: 3 clusters Score -2697126 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2697136.500000 Penalty: 3250.950928
	Iteration 46Q: 3 clusters Score -2697136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2697150.250000 Penalty: 3250.950928
	Iteration 47Q: 3 clusters Score -2697150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2697156.750000 Penalty: 3250.950928
	Iteration 48Q: 3 clusters Score -2697157 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2697164.000000 Penalty: 3250.950928
	Iteration 49Q: 3 clusters Score -2697164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2697188.750000 Penalty: 3250.950928
	Iteration 50Q: 3 clusters Score -2697189 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2697196.250000 Penalty: 3250.950928
	Iteration 51Q: 3 clusters Score -2697196 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2697219.250000 Penalty: 3250.950928
	Iteration 52Q: 3 clusters Score -2697219 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2697235.000000 Penalty: 3250.950928
	Iteration 53Q: 3 clusters Score -2697235 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2697254.250000 Penalty: 3250.950928
	Iteration 54Q: 3 clusters Score -2697254 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2697276.500000 Penalty: 3250.950928
	Iteration 55Q: 3 clusters Score -2697276 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2697297.500000 Penalty: 3250.950928
	Iteration 56Q: 3 clusters Score -2697298 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2697316.500000 Penalty: 3250.950928
	Iteration 57Q: 3 clusters Score -2697316 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2697324.000000 Penalty: 3250.950928
	Iteration 58Q: 3 clusters Score -2697324 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2697342.250000 Penalty: 3250.950928
	Iteration 59Q: 3 clusters Score -2697342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2697355.750000 Penalty: 3250.950928
	Iteration 60F: 3 clusters Score -2697356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2697366.250000 Penalty: 3250.950928
	Iteration 61Q: 3 clusters Score -2697366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2697362.500000 Penalty: 3250.950928
	Iteration 62Q: 3 clusters Score -2697362 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2697377.750000 Penalty: 3250.950928
	Iteration 63Q: 3 clusters Score -2697378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2697387.500000 Penalty: 3250.950928
	Iteration 64Q: 3 clusters Score -2697388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2697398.250000 Penalty: 3250.950928
	Iteration 65Q: 3 clusters Score -2697398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2697404.750000 Penalty: 3250.950928
	Iteration 66Q: 3 clusters Score -2697405 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2697415.500000 Penalty: 3250.950928
	Iteration 67Q: 3 clusters Score -2697416 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2697425.250000 Penalty: 3250.950928
	Iteration 68Q: 3 clusters Score -2697425 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2697430.500000 Penalty: 3250.950928
	Iteration 69Q: 3 clusters Score -2697430 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2697442.750000 Penalty: 3250.950928
	Iteration 70Q: 3 clusters Score -2697443 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2697446.250000 Penalty: 3250.950928
	Iteration 71Q: 3 clusters Score -2697446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2697458.500000 Penalty: 3250.950928
	Iteration 72Q: 3 clusters Score -2697458 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2697471.500000 Penalty: 3250.950928
	Iteration 73Q: 3 clusters Score -2697472 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2697491.750000 Penalty: 3250.950928
	Iteration 74Q: 3 clusters Score -2697492 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2697503.500000 Penalty: 3250.950928
	Iteration 75Q: 3 clusters Score -2697504 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2697510.750000 Penalty: 3250.950928
	Iteration 76Q: 3 clusters Score -2697511 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2697527.750000 Penalty: 3250.950928
	Iteration 77Q: 3 clusters Score -2697528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2697534.000000 Penalty: 3250.950928
	Iteration 78Q: 3 clusters Score -2697534 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2697545.750000 Penalty: 3250.950928
	Iteration 79Q: 3 clusters Score -2697546 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2697548.000000 Penalty: 3250.950928
	Iteration 80F: 3 clusters Score -2697548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2697553.750000 Penalty: 3250.950928
	Iteration 81Q: 3 clusters Score -2697554 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2697567.000000 Penalty: 3250.950928
	Iteration 82Q: 3 clusters Score -2697567 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2697585.000000 Penalty: 3250.950928
	Iteration 83Q: 3 clusters Score -2697585 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2697601.500000 Penalty: 3250.950928
	Iteration 84Q: 3 clusters Score -2697602 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2697614.250000 Penalty: 3250.950928
	Iteration 85Q: 3 clusters Score -2697614 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2697626.000000 Penalty: 3250.950928
	Iteration 86Q: 3 clusters Score -2697626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2697638.250000 Penalty: 3250.950928
	Iteration 87Q: 3 clusters Score -2697638 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2697648.750000 Penalty: 3250.950928
	Iteration 88Q: 3 clusters Score -2697649 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2697655.750000 Penalty: 3250.950928
	Iteration 89Q: 3 clusters Score -2697656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2697660.500000 Penalty: 3250.950928
	Iteration 90Q: 3 clusters Score -2697660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2697671.500000 Penalty: 3250.950928
	Iteration 91Q: 3 clusters Score -2697672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2697688.000000 Penalty: 3250.950928
	Iteration 92Q: 3 clusters Score -2697688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2697702.500000 Penalty: 3250.950928
	Iteration 93Q: 3 clusters Score -2697702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2697714.000000 Penalty: 3250.950928
	Iteration 94Q: 3 clusters Score -2697714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2697724.000000 Penalty: 3250.950928
	Iteration 95Q: 3 clusters Score -2697724 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2697734.500000 Penalty: 3250.950928
	Iteration 96Q: 3 clusters Score -2697734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2697747.250000 Penalty: 3250.950928
	Iteration 97Q: 3 clusters Score -2697747 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2697749.000000 Penalty: 3250.950928
	Iteration 98Q: 3 clusters Score -2697749 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2697774.250000 Penalty: 3250.950928
	Iteration 99Q: 3 clusters Score -2697774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2697785.250000 Penalty: 3250.950928
	Iteration 100F: 3 clusters Score -2697785 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2697801.250000 Penalty: 3250.950928
	Iteration 101Q: 3 clusters Score -2697801 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2697814.250000 Penalty: 3250.950928
	Iteration 102Q: 3 clusters Score -2697814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2697823.750000 Penalty: 3250.950928
	Iteration 103Q: 3 clusters Score -2697824 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2697837.250000 Penalty: 3250.950928
	Iteration 104Q: 3 clusters Score -2697837 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2697860.500000 Penalty: 3250.950928
	Iteration 105Q: 3 clusters Score -2697860 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2697877.500000 Penalty: 3250.950928
	Iteration 106Q: 3 clusters Score -2697878 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2697890.250000 Penalty: 3250.950928
	Iteration 107Q: 3 clusters Score -2697890 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2697912.500000 Penalty: 3250.950928
	Iteration 108Q: 3 clusters Score -2697912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2697925.500000 Penalty: 3250.950928
	Iteration 109Q: 3 clusters Score -2697926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2697945.250000 Penalty: 3250.950928
	Iteration 110Q: 3 clusters Score -2697945 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2697952.000000 Penalty: 3250.950928
	Iteration 111Q: 3 clusters Score -2697952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2697966.500000 Penalty: 3250.950928
	Iteration 112Q: 3 clusters Score -2697966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2697981.000000 Penalty: 3250.950928
	Iteration 113Q: 3 clusters Score -2697981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2697991.500000 Penalty: 3250.950928
	Iteration 114Q: 3 clusters Score -2697992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2697995.750000 Penalty: 3250.950928
	Iteration 115Q: 3 clusters Score -2697996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2697998.500000 Penalty: 3250.950928
	Iteration 116Q: 3 clusters Score -2697998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2698002.000000 Penalty: 3250.950928
	Iteration 117Q: 3 clusters Score -2698002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2698005.750000 Penalty: 3250.950928
	Iteration 118Q: 3 clusters Score -2698006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2698010.500000 Penalty: 3250.950928
	Iteration 119Q: 3 clusters Score -2698010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2698015.750000 Penalty: 3250.950928
	Iteration 120F: 3 clusters Score -2698016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2698023.250000 Penalty: 3250.950928
	Iteration 121Q: 3 clusters Score -2698023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2698011.250000 Penalty: 3250.950928
	Iteration 122Q: 3 clusters Score -2698011 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2698032.000000 Penalty: 3250.950928
	Iteration 123Q: 3 clusters Score -2698032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2698045.000000 Penalty: 3250.950928
	Iteration 124Q: 3 clusters Score -2698045 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2698055.750000 Penalty: 3250.950928
	Iteration 125Q: 3 clusters Score -2698056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2698074.000000 Penalty: 3250.950928
	Iteration 126Q: 3 clusters Score -2698074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2698081.500000 Penalty: 3250.950928
	Iteration 127Q: 3 clusters Score -2698082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2698100.500000 Penalty: 3250.950928
	Iteration 128Q: 3 clusters Score -2698100 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2698115.500000 Penalty: 3250.950928
	Iteration 129Q: 3 clusters Score -2698116 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2698132.750000 Penalty: 3250.950928
	Iteration 130Q: 3 clusters Score -2698133 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2698141.750000 Penalty: 3250.950928
	Iteration 131Q: 3 clusters Score -2698142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2698160.750000 Penalty: 3250.950928
	Iteration 132Q: 3 clusters Score -2698161 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2698170.500000 Penalty: 3250.950928
	Iteration 133Q: 3 clusters Score -2698170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2698181.000000 Penalty: 3250.950928
	Iteration 134Q: 3 clusters Score -2698181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2698206.500000 Penalty: 3250.950928
	Iteration 135Q: 3 clusters Score -2698206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2698222.750000 Penalty: 3250.950928
	Iteration 136Q: 3 clusters Score -2698223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2698229.500000 Penalty: 3250.950928
	Iteration 137Q: 3 clusters Score -2698230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2698245.750000 Penalty: 3250.950928
	Iteration 138Q: 3 clusters Score -2698246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2698250.250000 Penalty: 3250.950928
	Iteration 139Q: 3 clusters Score -2698250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2698262.000000 Penalty: 3250.950928
	Iteration 140F: 3 clusters Score -2698262 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2698286.750000 Penalty: 3250.950928
	Iteration 141Q: 3 clusters Score -2698287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2698292.750000 Penalty: 3250.950928
	Iteration 142Q: 3 clusters Score -2698293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2698302.750000 Penalty: 3250.950928
	Iteration 143Q: 3 clusters Score -2698303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2698314.500000 Penalty: 3250.950928
	Iteration 144Q: 3 clusters Score -2698314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2698305.500000 Penalty: 3250.950928
	Iteration 145Q: 3 clusters Score -2698306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2698329.000000 Penalty: 3250.950928
	Iteration 146Q: 3 clusters Score -2698329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2698332.250000 Penalty: 3250.950928
	Iteration 147Q: 3 clusters Score -2698332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2698336.500000 Penalty: 3250.950928
	Iteration 148Q: 3 clusters Score -2698336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2698335.000000 Penalty: 3250.950928
	Iteration 149Q: 3 clusters Score -2698335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2698341.000000 Penalty: 3250.950928
	Iteration 150Q: 3 clusters Score -2698341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2698344.500000 Penalty: 3250.950928
	Iteration 151Q: 3 clusters Score -2698344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2698352.000000 Penalty: 3250.950928
	Iteration 152Q: 3 clusters Score -2698352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2698355.500000 Penalty: 3250.950928
	Iteration 153Q: 3 clusters Score -2698356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2698361.250000 Penalty: 3250.950928
	Iteration 154Q: 3 clusters Score -2698361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2698368.250000 Penalty: 3250.950928
	Iteration 155Q: 3 clusters Score -2698368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2698378.000000 Penalty: 3250.950928
	Iteration 156Q: 3 clusters Score -2698378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2698378.000000 Penalty: 3250.950928
	Iteration 157Q: 3 clusters Score -2698378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2698399.500000 Penalty: 3250.950928
	Iteration 158Q: 3 clusters Score -2698400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2698397.500000 Penalty: 3250.950928
	Iteration 159Q: 3 clusters Score -2698398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2698406.750000 Penalty: 3250.950928
	Iteration 160F: 3 clusters Score -2698407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2698411.000000 Penalty: 3250.950928
	Iteration 161Q: 3 clusters Score -2698411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2698415.750000 Penalty: 3250.950928
	Iteration 162Q: 3 clusters Score -2698416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2698418.750000 Penalty: 3250.950928
	Iteration 163Q: 3 clusters Score -2698419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2698419.500000 Penalty: 3250.950928
	Iteration 164Q: 3 clusters Score -2698420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2698419.500000 Penalty: 3250.950928
	Iteration 165Q: 3 clusters Score -2698420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2698417.000000 Penalty: 3250.950928
	Iteration 166Q: 3 clusters Score -2698417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2698418.500000 Penalty: 3250.950928
	Iteration 167Q: 3 clusters Score -2698418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2698420.750000 Penalty: 3250.950928
	Iteration 168Q: 3 clusters Score -2698421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2698427.500000 Penalty: 3250.950928
	Iteration 169Q: 3 clusters Score -2698428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2698420.750000 Penalty: 3250.950928
	Iteration 170Q: 3 clusters Score -2698421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2698420.500000 Penalty: 3250.950928
	Iteration 171Q: 3 clusters Score -2698420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2698423.250000 Penalty: 3250.950928
	Iteration 172Q: 3 clusters Score -2698423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2698425.500000 Penalty: 3250.950928
	Iteration 173Q: 3 clusters Score -2698426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2698426.500000 Penalty: 3250.950928
	Iteration 174Q: 3 clusters Score -2698426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2698431.000000 Penalty: 3250.950928
	Iteration 175Q: 3 clusters Score -2698431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2698429.750000 Penalty: 3250.950928
	Iteration 176Q: 3 clusters Score -2698430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2698432.750000 Penalty: 3250.950928
	Iteration 177Q: 3 clusters Score -2698433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2698434.500000 Penalty: 3250.950928
	Iteration 178Q: 3 clusters Score -2698434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2698432.250000 Penalty: 3250.950928
	Iteration 179Q: 3 clusters Score -2698432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2698433.250000 Penalty: 3250.950928
	Iteration 180F: 3 clusters Score -2698433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2698431.500000 Penalty: 3250.950928
	Iteration 181Q: 3 clusters Score -2698432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2698431.000000 Penalty: 3250.950928
	Iteration 182Q: 3 clusters Score -2698431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2698428.500000 Penalty: 3250.950928
	Iteration 183Q: 3 clusters Score -2698428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2698428.750000 Penalty: 3250.950928
	Iteration 184Q: 3 clusters Score -2698429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2698430.000000 Penalty: 3250.950928
	Iteration 185Q: 3 clusters Score -2698430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2698429.250000 Penalty: 3250.950928
	Iteration 186Q: 3 clusters Score -2698429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2698432.000000 Penalty: 3250.950928
	Iteration 187Q: 3 clusters Score -2698432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2698434.250000 Penalty: 3250.950928
	Iteration 188Q: 3 clusters Score -2698434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2698434.250000 Penalty: 3250.950928
	Iteration 189Q: 3 clusters Score -2698434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2698435.000000 Penalty: 3250.950928
	Iteration 190Q: 3 clusters Score -2698435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2698432.750000 Penalty: 3250.950928
	Iteration 191Q: 3 clusters Score -2698433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2698431.000000 Penalty: 3250.950928
	Iteration 192Q: 3 clusters Score -2698431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2698432.750000 Penalty: 3250.950928
	Iteration 193Q: 3 clusters Score -2698433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2698431.500000 Penalty: 3250.950928
	Iteration 194Q: 3 clusters Score -2698432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2698431.500000 Penalty: 3250.950928
	Iteration 195F: 3 clusters Score -2698432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Entering Unmasked Estep 
Score: -3072474.250000 Penalty: 1647.201050
	Iteration 0F: 2 clusters Score -3072474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -3055464.500000 Penalty: 3294.402100
	Iteration 0F: 3 clusters Score -3055464 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3061963.250000 Penalty: 3294.402100
	Iteration 1F: 3 clusters Score -3061963 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3062517.250000 Penalty: 3294.402100
	Iteration 2F: 3 clusters Score -3062517 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3063266.000000 Penalty: 3294.402100
	Iteration 3F: 3 clusters Score -3063266 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3064337.250000 Penalty: 3294.402100
	Iteration 4F: 3 clusters Score -3064337 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3065761.750000 Penalty: 3294.402100
	Iteration 5F: 3 clusters Score -3065762 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3067565.000000 Penalty: 3294.402100
	Iteration 6F: 3 clusters Score -3067565 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3069364.750000 Penalty: 3294.402100
	Iteration 7F: 3 clusters Score -3069365 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3070416.250000 Penalty: 3294.402100
	Iteration 8Q: 3 clusters Score -3070416 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3070783.250000 Penalty: 3294.402100
	Iteration 9Q: 3 clusters Score -3070783 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3070931.000000 Penalty: 3294.402100
	Iteration 10Q: 3 clusters Score -3070931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3070990.000000 Penalty: 3294.402100
	Iteration 11Q: 3 clusters Score -3070990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3071029.250000 Penalty: 3294.402100
	Iteration 12Q: 3 clusters Score -3071029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3071059.250000 Penalty: 3294.402100
	Iteration 13Q: 3 clusters Score -3071059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3071071.750000 Penalty: 3294.402100
	Iteration 14Q: 3 clusters Score -3071072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3071096.000000 Penalty: 3294.402100
	Iteration 15Q: 3 clusters Score -3071096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3071103.000000 Penalty: 3294.402100
	Iteration 16Q: 3 clusters Score -3071103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3071107.750000 Penalty: 3294.402100
	Iteration 17Q: 3 clusters Score -3071108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3071109.750000 Penalty: 3294.402100
	Iteration 18Q: 3 clusters Score -3071110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3071112.750000 Penalty: 3294.402100
	Iteration 19Q: 3 clusters Score -3071113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3071117.500000 Penalty: 3294.402100
	Iteration 20F: 3 clusters Score -3071118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3071117.500000 Penalty: 3294.402100
	Iteration 21Q: 3 clusters Score -3071118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3071117.500000 Penalty: 3294.402100
	Iteration 22F: 3 clusters Score -3071118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -200235.140625 Penalty: 1211.391968
	Iteration 0F: 2 clusters Score -200235.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -198351.015625 Penalty: 2422.783936
	Iteration 0F: 3 clusters Score -198351 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -198729.281250 Penalty: 2422.783936
	Iteration 1F: 3 clusters Score -198729.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -198824.187500 Penalty: 2422.783936
	Iteration 2F: 3 clusters Score -198824.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -198898.703125 Penalty: 2422.783936
	Iteration 3Q: 3 clusters Score -198898.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -198946.125000 Penalty: 2422.783936
	Iteration 4Q: 3 clusters Score -198946.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -198984.343750 Penalty: 2422.783936
	Iteration 5Q: 3 clusters Score -198984.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -199023.875000 Penalty: 2422.783936
	Iteration 6Q: 3 clusters Score -199023.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -199064.421875 Penalty: 2422.783936
	Iteration 7Q: 3 clusters Score -199064.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -199120.312500 Penalty: 2422.783936
	Iteration 8Q: 3 clusters Score -199120.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -199175.734375 Penalty: 2422.783936
	Iteration 9Q: 3 clusters Score -199175.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -199225.593750 Penalty: 2422.783936
	Iteration 10Q: 3 clusters Score -199225.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -199265.328125 Penalty: 2422.783936
	Iteration 11Q: 3 clusters Score -199265.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -199290.984375 Penalty: 2422.783936
	Iteration 12Q: 3 clusters Score -199291 nChanged 36
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: -199313.921875 Penalty: 2422.783936
	Iteration 13Q: 3 clusters Score -199313.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -199330.203125 Penalty: 2422.783936
	Iteration 14Q: 3 clusters Score -199330.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -199348.750000 Penalty: 2422.783936
	Iteration 15Q: 3 clusters Score -199348.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -199359.984375 Penalty: 2422.783936
	Iteration 16Q: 3 clusters Score -199360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -199374.625000 Penalty: 2422.783936
	Iteration 17Q: 3 clusters Score -199374.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -199394.953125 Penalty: 2422.783936
	Iteration 18Q: 3 clusters Score -199395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -199408.609375 Penalty: 2422.783936
	Iteration 19Q: 3 clusters Score -199408.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -199418.078125 Penalty: 2422.783936
	Iteration 20F: 3 clusters Score -199418.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -199425.703125 Penalty: 2422.783936
	Iteration 21Q: 3 clusters Score -199425.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -199433.343750 Penalty: 2422.783936
	Iteration 22Q: 3 clusters Score -199433.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -199437.375000 Penalty: 2422.783936
	Iteration 23Q: 3 clusters Score -199437.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -199446.609375 Penalty: 2422.783936
	Iteration 24Q: 3 clusters Score -199446.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -199458.968750 Penalty: 2422.783936
	Iteration 25Q: 3 clusters Score -199459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -199464.953125 Penalty: 2422.783936
	Iteration 26Q: 3 clusters Score -199465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -199468.625000 Penalty: 2422.783936
	Iteration 27Q: 3 clusters Score -199468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -199469.796875 Penalty: 2422.783936
	Iteration 28Q: 3 clusters Score -199469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -199470.171875 Penalty: 2422.783936
	Iteration 29Q: 3 clusters Score -199470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199471.359375 Penalty: 2422.783936
	Iteration 30Q: 3 clusters Score -199471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -199471.875000 Penalty: 2422.783936
	Iteration 31Q: 3 clusters Score -199471.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -199473.234375 Penalty: 2422.783936
	Iteration 32Q: 3 clusters Score -199473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -199473.671875 Penalty: 2422.783936
	Iteration 33Q: 3 clusters Score -199473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -199474.187500 Penalty: 2422.783936
	Iteration 34Q: 3 clusters Score -199474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -199474.531250 Penalty: 2422.783936
	Iteration 35Q: 3 clusters Score -199474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -199475.765625 Penalty: 2422.783936
	Iteration 36Q: 3 clusters Score -199475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -199476.890625 Penalty: 2422.783936
	Iteration 37Q: 3 clusters Score -199476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -199477.906250 Penalty: 2422.783936
	Iteration 38Q: 3 clusters Score -199477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -199479.046875 Penalty: 2422.783936
	Iteration 39Q: 3 clusters Score -199479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -199480.375000 Penalty: 2422.783936
	Iteration 40F: 3 clusters Score -199480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -199482.140625 Penalty: 2422.783936
	Iteration 41Q: 3 clusters Score -199482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -199482.140625 Penalty: 2422.783936
	Iteration 42F: 3 clusters Score -199482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Entering Unmasked Estep 
Score: -1567374.750000 Penalty: 1537.340088
	Iteration 0F: 2 clusters Score -1567375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1558404.750000 Penalty: 3074.680176
	Iteration 0F: 3 clusters Score -1558405 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1561518.500000 Penalty: 3074.680176
	Iteration 1F: 3 clusters Score -1561518 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1561865.750000 Penalty: 3074.680176
	Iteration 2F: 3 clusters Score -1561866 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1562178.375000 Penalty: 3074.680176
	Iteration 3F: 3 clusters Score -1562178 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1562435.250000 Penalty: 3074.680176
	Iteration 4Q: 3 clusters Score -1562435 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1562667.625000 Penalty: 3074.680176
	Iteration 5Q: 3 clusters Score -1562668 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1562861.375000 Penalty: 3074.680176
	Iteration 6Q: 3 clusters Score -1562861 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1563064.625000 Penalty: 3074.680176
	Iteration 7Q: 3 clusters Score -1563065 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1563279.125000 Penalty: 3074.680176
	Iteration 8Q: 3 clusters Score -1563279 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1563502.875000 Penalty: 3074.680176
	Iteration 9Q: 3 clusters Score -1563503 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1563730.875000 Penalty: 3074.680176
	Iteration 10Q: 3 clusters Score -1563731 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1563928.500000 Penalty: 3074.680176
	Iteration 11Q: 3 clusters Score -1563928 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1564099.625000 Penalty: 3074.680176
	Iteration 12Q: 3 clusters Score -1564100 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1564226.000000 Penalty: 3074.680176
	Iteration 13Q: 3 clusters Score -1564226 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1564291.625000 Penalty: 3074.680176
	Iteration 14Q: 3 clusters Score -1564292 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1564344.250000 Penalty: 3074.680176
	Iteration 15Q: 3 clusters Score -1564344 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1564376.125000 Penalty: 3074.680176
	Iteration 16Q: 3 clusters Score -1564376 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1564397.125000 Penalty: 3074.680176
	Iteration 17Q: 3 clusters Score -1564397 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1564419.125000 Penalty: 3074.680176
	Iteration 18Q: 3 clusters Score -1564419 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1564437.625000 Penalty: 3074.680176
	Iteration 19Q: 3 clusters Score -1564438 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1564446.250000 Penalty: 3074.680176
	Iteration 20F: 3 clusters Score -1564446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1564462.875000 Penalty: 3074.680176
	Iteration 21Q: 3 clusters Score -1564463 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1564475.625000 Penalty: 3074.680176
	Iteration 22Q: 3 clusters Score -1564476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1564482.000000 Penalty: 3074.680176
	Iteration 23Q: 3 clusters Score -1564482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1564489.875000 Penalty: 3074.680176
	Iteration 24Q: 3 clusters Score -1564490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1564494.000000 Penalty: 3074.680176
	Iteration 25Q: 3 clusters Score -1564494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1564499.750000 Penalty: 3074.680176
	Iteration 26Q: 3 clusters Score -1564500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1564510.000000 Penalty: 3074.680176
	Iteration 27Q: 3 clusters Score -1564510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1564510.500000 Penalty: 3074.680176
	Iteration 28Q: 3 clusters Score -1564510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1564517.625000 Penalty: 3074.680176
	Iteration 29Q: 3 clusters Score -1564518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1564522.625000 Penalty: 3074.680176
	Iteration 30Q: 3 clusters Score -1564523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1564526.625000 Penalty: 3074.680176
	Iteration 31Q: 3 clusters Score -1564527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1564534.875000 Penalty: 3074.680176
	Iteration 32Q: 3 clusters Score -1564535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1564540.125000 Penalty: 3074.680176
	Iteration 33Q: 3 clusters Score -1564540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1564545.375000 Penalty: 3074.680176
	Iteration 34Q: 3 clusters Score -1564545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1564553.000000 Penalty: 3074.680176
	Iteration 35Q: 3 clusters Score -1564553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1564555.125000 Penalty: 3074.680176
	Iteration 36Q: 3 clusters Score -1564555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1564563.750000 Penalty: 3074.680176
	Iteration 37Q: 3 clusters Score -1564564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1564566.875000 Penalty: 3074.680176
	Iteration 38Q: 3 clusters Score -1564567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1564576.250000 Penalty: 3074.680176
	Iteration 39Q: 3 clusters Score -1564576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1564584.875000 Penalty: 3074.680176
	Iteration 40F: 3 clusters Score -1564585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1564595.875000 Penalty: 3074.680176
	Iteration 41Q: 3 clusters Score -1564596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1564604.625000 Penalty: 3074.680176
	Iteration 42Q: 3 clusters Score -1564605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1564624.875000 Penalty: 3074.680176
	Iteration 43Q: 3 clusters Score -1564625 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1564649.625000 Penalty: 3074.680176
	Iteration 44Q: 3 clusters Score -1564650 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1564671.625000 Penalty: 3074.680176
	Iteration 45Q: 3 clusters Score -1564672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1564686.000000 Penalty: 3074.680176
	Iteration 46Q: 3 clusters Score -1564686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1564699.375000 Penalty: 3074.680176
	Iteration 47Q: 3 clusters Score -1564699 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1564716.000000 Penalty: 3074.680176
	Iteration 48Q: 3 clusters Score -1564716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1564733.500000 Penalty: 3074.680176
	Iteration 49Q: 3 clusters Score -1564734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1564753.250000 Penalty: 3074.680176
	Iteration 50Q: 3 clusters Score -1564753 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1564773.375000 Penalty: 3074.680176
	Iteration 51Q: 3 clusters Score -1564773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1564781.375000 Penalty: 3074.680176
	Iteration 52Q: 3 clusters Score -1564781 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1564805.125000 Penalty: 3074.680176
	Iteration 53Q: 3 clusters Score -1564805 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1564835.250000 Penalty: 3074.680176
	Iteration 54Q: 3 clusters Score -1564835 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1564868.750000 Penalty: 3074.680176
	Iteration 55Q: 3 clusters Score -1564869 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1564903.875000 Penalty: 3074.680176
	Iteration 56Q: 3 clusters Score -1564904 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1564938.000000 Penalty: 3074.680176
	Iteration 57Q: 3 clusters Score -1564938 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1564978.500000 Penalty: 3074.680176
	Iteration 58Q: 3 clusters Score -1564978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1565014.625000 Penalty: 3074.680176
	Iteration 59Q: 3 clusters Score -1565015 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1565065.875000 Penalty: 3074.680176
	Iteration 60F: 3 clusters Score -1565066 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1565127.125000 Penalty: 3074.680176
	Iteration 61Q: 3 clusters Score -1565127 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1565208.250000 Penalty: 3074.680176
	Iteration 62Q: 3 clusters Score -1565208 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1565289.000000 Penalty: 3074.680176
	Iteration 63Q: 3 clusters Score -1565289 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1565372.625000 Penalty: 3074.680176
	Iteration 64Q: 3 clusters Score -1565373 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1565459.875000 Penalty: 3074.680176
	Iteration 65Q: 3 clusters Score -1565460 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1565527.500000 Penalty: 3074.680176
	Iteration 66Q: 3 clusters Score -1565528 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1565589.875000 Penalty: 3074.680176
	Iteration 67Q: 3 clusters Score -1565590 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1565642.250000 Penalty: 3074.680176
	Iteration 68Q: 3 clusters Score -1565642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1565687.500000 Penalty: 3074.680176
	Iteration 69Q: 3 clusters Score -1565688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1565718.000000 Penalty: 3074.680176
	Iteration 70Q: 3 clusters Score -1565718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1565749.500000 Penalty: 3074.680176
	Iteration 71Q: 3 clusters Score -1565750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1565772.000000 Penalty: 3074.680176
	Iteration 72Q: 3 clusters Score -1565772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1565794.125000 Penalty: 3074.680176
	Iteration 73Q: 3 clusters Score -1565794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1565818.625000 Penalty: 3074.680176
	Iteration 74Q: 3 clusters Score -1565819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1565839.000000 Penalty: 3074.680176
	Iteration 75Q: 3 clusters Score -1565839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1565860.250000 Penalty: 3074.680176
	Iteration 76Q: 3 clusters Score -1565860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1565881.000000 Penalty: 3074.680176
	Iteration 77Q: 3 clusters Score -1565881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1565895.625000 Penalty: 3074.680176
	Iteration 78Q: 3 clusters Score -1565896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1565906.375000 Penalty: 3074.680176
	Iteration 79Q: 3 clusters Score -1565906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1565914.750000 Penalty: 3074.680176
	Iteration 80F: 3 clusters Score -1565915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1565932.000000 Penalty: 3074.680176
	Iteration 81Q: 3 clusters Score -1565932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1565942.000000 Penalty: 3074.680176
	Iteration 82Q: 3 clusters Score -1565942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1565948.875000 Penalty: 3074.680176
	Iteration 83Q: 3 clusters Score -1565949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1565959.250000 Penalty: 3074.680176
	Iteration 84Q: 3 clusters Score -1565959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1565968.375000 Penalty: 3074.680176
	Iteration 85Q: 3 clusters Score -1565968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1565981.750000 Penalty: 3074.680176
	Iteration 86Q: 3 clusters Score -1565982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1565989.625000 Penalty: 3074.680176
	Iteration 87Q: 3 clusters Score -1565990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1566000.000000 Penalty: 3074.680176
	Iteration 88Q: 3 clusters Score -1566000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1566014.375000 Penalty: 3074.680176
	Iteration 89Q: 3 clusters Score -1566014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1566020.875000 Penalty: 3074.680176
	Iteration 90Q: 3 clusters Score -1566021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1566023.625000 Penalty: 3074.680176
	Iteration 91Q: 3 clusters Score -1566024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1566030.125000 Penalty: 3074.680176
	Iteration 92Q: 3 clusters Score -1566030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1566034.500000 Penalty: 3074.680176
	Iteration 93Q: 3 clusters Score -1566034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1566040.375000 Penalty: 3074.680176
	Iteration 94Q: 3 clusters Score -1566040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1566042.750000 Penalty: 3074.680176
	Iteration 95Q: 3 clusters Score -1566043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1566044.750000 Penalty: 3074.680176
	Iteration 96Q: 3 clusters Score -1566045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1566045.750000 Penalty: 3074.680176
	Iteration 97Q: 3 clusters Score -1566046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1566047.125000 Penalty: 3074.680176
	Iteration 98Q: 3 clusters Score -1566047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1566050.250000 Penalty: 3074.680176
	Iteration 99Q: 3 clusters Score -1566050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1566050.125000 Penalty: 3074.680176
	Iteration 100F: 3 clusters Score -1566050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1566055.750000 Penalty: 3074.680176
	Iteration 101Q: 3 clusters Score -1566056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1566058.000000 Penalty: 3074.680176
	Iteration 102Q: 3 clusters Score -1566058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1566058.875000 Penalty: 3074.680176
	Iteration 103Q: 3 clusters Score -1566059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1566064.250000 Penalty: 3074.680176
	Iteration 104Q: 3 clusters Score -1566064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1566066.250000 Penalty: 3074.680176
	Iteration 105Q: 3 clusters Score -1566066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1566068.000000 Penalty: 3074.680176
	Iteration 106Q: 3 clusters Score -1566068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1566068.000000 Penalty: 3074.680176
	Iteration 107Q: 3 clusters Score -1566068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1566069.875000 Penalty: 3074.680176
	Iteration 108Q: 3 clusters Score -1566070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1566069.875000 Penalty: 3074.680176
	Iteration 109F: 3 clusters Score -1566070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 23093 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29323 members 
Mstep: Class 8 contains 35063 members 
Mstep: Class 10 contains 19075 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12788 members 
Mstep: Class 15 contains 22091 members 
Mstep: Class 18 contains 25251 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 12843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443870.000000 Penalty: 27982.333984
Iteration 159Q: 15 clusters Score -2.644387e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 23092 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29344 members 
Mstep: Class 8 contains 35062 members 
Mstep: Class 10 contains 19072 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12787 members 
Mstep: Class 15 contains 22083 members 
Mstep: Class 18 contains 25242 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 12813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443862.000000 Penalty: 27982.333984
Iteration 160F: 15 clusters Score -2.644386e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 23092 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29347 members 
Mstep: Class 8 contains 35067 members 
Mstep: Class 10 contains 19070 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 15 contains 22068 members 
Mstep: Class 18 contains 25230 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 12789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443844.000000 Penalty: 27982.333984
Iteration 161Q: 15 clusters Score -2.644384e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 23091 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29346 members 
Mstep: Class 8 contains 35059 members 
Mstep: Class 10 contains 19070 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 22071 members 
Mstep: Class 18 contains 25230 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 12762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443798.000000 Penalty: 27982.333984
Iteration 162Q: 15 clusters Score -2.64438e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 23089 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29342 members 
Mstep: Class 8 contains 35077 members 
Mstep: Class 10 contains 19072 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12780 members 
Mstep: Class 15 contains 22064 members 
Mstep: Class 18 contains 25224 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 12734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443770.000000 Penalty: 27982.333984
Iteration 163Q: 15 clusters Score -2.644377e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 23089 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29344 members 
Mstep: Class 8 contains 35069 members 
Mstep: Class 10 contains 19069 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12776 members 
Mstep: Class 15 contains 22057 members 
Mstep: Class 18 contains 25222 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 12713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443806.000000 Penalty: 27982.333984
Iteration 164Q: 15 clusters Score -2.644381e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4747 members 
Mstep: Class 5 contains 23089 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29336 members 
Mstep: Class 8 contains 35085 members 
Mstep: Class 10 contains 19071 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12775 members 
Mstep: Class 15 contains 22050 members 
Mstep: Class 18 contains 25209 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 12684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443818.000000 Penalty: 27982.333984
Iteration 165Q: 15 clusters Score -2.644382e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4747 members 
Mstep: Class 5 contains 23089 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29322 members 
Mstep: Class 8 contains 35101 members 
Mstep: Class 10 contains 19066 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12778 members 
Mstep: Class 15 contains 22053 members 
Mstep: Class 18 contains 25204 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 12640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443866.000000 Penalty: 27982.333984
Iteration 166Q: 15 clusters Score -2.644387e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 23093 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29310 members 
Mstep: Class 8 contains 35109 members 
Mstep: Class 10 contains 19069 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12779 members 
Mstep: Class 15 contains 22052 members 
Mstep: Class 18 contains 25206 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 12587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443854.000000 Penalty: 27982.333984
Iteration 167Q: 15 clusters Score -2.644385e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4748 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29298 members 
Mstep: Class 8 contains 35111 members 
Mstep: Class 10 contains 19074 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12779 members 
Mstep: Class 15 contains 22059 members 
Mstep: Class 18 contains 25208 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 12541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443832.000000 Penalty: 27982.333984
Iteration 168Q: 15 clusters Score -2.644383e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4748 members 
Mstep: Class 5 contains 23103 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29295 members 
Mstep: Class 8 contains 35116 members 
Mstep: Class 10 contains 19074 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12776 members 
Mstep: Class 15 contains 22064 members 
Mstep: Class 18 contains 25209 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 12498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443890.000000 Penalty: 27982.333984
Iteration 169Q: 15 clusters Score -2.644389e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4748 members 
Mstep: Class 5 contains 23099 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29302 members 
Mstep: Class 8 contains 35121 members 
Mstep: Class 10 contains 19070 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12777 members 
Mstep: Class 15 contains 22061 members 
Mstep: Class 18 contains 25214 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 12468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443854.000000 Penalty: 27982.333984
Iteration 170Q: 15 clusters Score -2.644385e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4748 members 
Mstep: Class 5 contains 23096 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29315 members 
Mstep: Class 8 contains 35123 members 
Mstep: Class 10 contains 19070 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12777 members 
Mstep: Class 15 contains 22061 members 
Mstep: Class 18 contains 25207 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 12430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443836.000000 Penalty: 27982.333984
Iteration 171Q: 15 clusters Score -2.644384e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 23095 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29314 members 
Mstep: Class 8 contains 35126 members 
Mstep: Class 10 contains 19075 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12779 members 
Mstep: Class 15 contains 22067 members 
Mstep: Class 18 contains 25195 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 12394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443778.000000 Penalty: 27982.333984
Iteration 172Q: 15 clusters Score -2.644378e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 23093 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29321 members 
Mstep: Class 8 contains 35146 members 
Mstep: Class 10 contains 19078 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12775 members 
Mstep: Class 15 contains 22074 members 
Mstep: Class 18 contains 25174 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 12351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443820.000000 Penalty: 27982.333984
Iteration 173Q: 15 clusters Score -2.644382e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4750 members 
Mstep: Class 5 contains 23090 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29321 members 
Mstep: Class 8 contains 35158 members 
Mstep: Class 10 contains 19079 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12778 members 
Mstep: Class 15 contains 22085 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 12324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443802.000000 Penalty: 27982.333984
Iteration 174Q: 15 clusters Score -2.64438e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 23088 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29316 members 
Mstep: Class 8 contains 35161 members 
Mstep: Class 10 contains 19081 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 22085 members 
Mstep: Class 18 contains 25153 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 12296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443824.000000 Penalty: 27982.333984
Iteration 175Q: 15 clusters Score -2.644382e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4750 members 
Mstep: Class 5 contains 23091 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29312 members 
Mstep: Class 8 contains 35158 members 
Mstep: Class 10 contains 19088 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 18 contains 25136 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 12275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443840.000000 Penalty: 27982.333984
Iteration 176Q: 15 clusters Score -2.644384e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4751 members 
Mstep: Class 5 contains 23092 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29320 members 
Mstep: Class 8 contains 35144 members 
Mstep: Class 10 contains 19091 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 22096 members 
Mstep: Class 18 contains 25116 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 12246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443834.000000 Penalty: 27982.333984
Iteration 177Q: 15 clusters Score -2.644383e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4753 members 
Mstep: Class 5 contains 23093 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29315 members 
Mstep: Class 8 contains 35146 members 
Mstep: Class 10 contains 19092 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 15 contains 22092 members 
Mstep: Class 18 contains 25102 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 12220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443832.000000 Penalty: 27982.333984
Iteration 178Q: 15 clusters Score -2.644383e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4754 members 
Mstep: Class 5 contains 23090 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29309 members 
Mstep: Class 8 contains 35159 members 
Mstep: Class 10 contains 19094 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 22093 members 
Mstep: Class 18 contains 25094 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 12197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443796.000000 Penalty: 27982.333984
Iteration 179Q: 15 clusters Score -2.64438e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 23089 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29299 members 
Mstep: Class 8 contains 35161 members 
Mstep: Class 10 contains 19092 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12812 members 
Mstep: Class 15 contains 22095 members 
Mstep: Class 18 contains 25087 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 12176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443832.000000 Penalty: 27982.333984
Iteration 180F: 15 clusters Score -2.644383e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 23093 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29307 members 
Mstep: Class 8 contains 35153 members 
Mstep: Class 10 contains 19093 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12813 members 
Mstep: Class 15 contains 22101 members 
Mstep: Class 18 contains 25073 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 12152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443794.000000 Penalty: 27982.333984
Iteration 181Q: 15 clusters Score -2.644379e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 23098 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29303 members 
Mstep: Class 8 contains 35149 members 
Mstep: Class 10 contains 19089 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12813 members 
Mstep: Class 15 contains 22106 members 
Mstep: Class 18 contains 25061 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 12129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443782.000000 Penalty: 27982.333984
Iteration 182Q: 15 clusters Score -2.644378e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4760 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29325 members 
Mstep: Class 8 contains 35137 members 
Mstep: Class 10 contains 19085 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12813 members 
Mstep: Class 15 contains 22115 members 
Mstep: Class 18 contains 25042 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 12104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443746.000000 Penalty: 27982.333984
Iteration 183Q: 15 clusters Score -2.644375e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 23101 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29338 members 
Mstep: Class 8 contains 35116 members 
Mstep: Class 10 contains 19083 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12814 members 
Mstep: Class 15 contains 22114 members 
Mstep: Class 18 contains 25032 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 12076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443742.000000 Penalty: 27982.333984
Iteration 184Q: 15 clusters Score -2.644374e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 23101 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29376 members 
Mstep: Class 8 contains 35080 members 
Mstep: Class 10 contains 19085 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12813 members 
Mstep: Class 15 contains 22112 members 
Mstep: Class 18 contains 25020 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 12055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443746.000000 Penalty: 27982.333984
Iteration 185Q: 15 clusters Score -2.644375e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 23102 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29409 members 
Mstep: Class 8 contains 35060 members 
Mstep: Class 10 contains 19083 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12810 members 
Mstep: Class 15 contains 22106 members 
Mstep: Class 18 contains 25013 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 12035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443726.000000 Penalty: 27982.333984
Iteration 186Q: 15 clusters Score -2.644373e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 23102 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29427 members 
Mstep: Class 8 contains 35036 members 
Mstep: Class 10 contains 19080 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 15 contains 22100 members 
Mstep: Class 18 contains 25013 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 12023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443750.000000 Penalty: 27982.333984
Iteration 187Q: 15 clusters Score -2.644375e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29443 members 
Mstep: Class 8 contains 35028 members 
Mstep: Class 10 contains 19079 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 15 contains 22094 members 
Mstep: Class 18 contains 25006 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 12010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443716.000000 Penalty: 27982.333984
Iteration 188Q: 15 clusters Score -2.644372e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 23098 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29449 members 
Mstep: Class 8 contains 35017 members 
Mstep: Class 10 contains 19081 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 22086 members 
Mstep: Class 18 contains 24998 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 11990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443706.000000 Penalty: 27982.333984
Iteration 189Q: 15 clusters Score -2.644371e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 23099 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29463 members 
Mstep: Class 8 contains 34990 members 
Mstep: Class 10 contains 19086 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 15 contains 22083 members 
Mstep: Class 18 contains 24994 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 11964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443750.000000 Penalty: 27982.333984
Iteration 190Q: 15 clusters Score -2.644375e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 23107 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29490 members 
Mstep: Class 8 contains 34956 members 
Mstep: Class 10 contains 19084 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 22070 members 
Mstep: Class 18 contains 24991 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 11939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443786.000000 Penalty: 27982.333984
Iteration 191Q: 15 clusters Score -2.644379e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 23113 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29501 members 
Mstep: Class 8 contains 34924 members 
Mstep: Class 10 contains 19078 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 15 contains 22063 members 
Mstep: Class 18 contains 24988 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 11913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443788.000000 Penalty: 27982.333984
Iteration 192Q: 15 clusters Score -2.644379e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4770 members 
Mstep: Class 5 contains 23123 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29517 members 
Mstep: Class 8 contains 34892 members 
Mstep: Class 10 contains 19076 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 15 contains 22045 members 
Mstep: Class 18 contains 24983 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 11878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443788.000000 Penalty: 27982.333984
Iteration 193Q: 15 clusters Score -2.644379e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4771 members 
Mstep: Class 5 contains 23127 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29531 members 
Mstep: Class 8 contains 34856 members 
Mstep: Class 10 contains 19071 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 15 contains 22030 members 
Mstep: Class 18 contains 24998 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 11844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443692.000000 Penalty: 27982.333984
Iteration 194Q: 15 clusters Score -2.644369e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4771 members 
Mstep: Class 5 contains 23131 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29536 members 
Mstep: Class 8 contains 34836 members 
Mstep: Class 10 contains 19063 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 22017 members 
Mstep: Class 18 contains 24995 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 11819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443742.000000 Penalty: 27982.333984
Iteration 195Q: 15 clusters Score -2.644374e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4772 members 
Mstep: Class 5 contains 23134 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29533 members 
Mstep: Class 8 contains 34826 members 
Mstep: Class 10 contains 19057 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 22014 members 
Mstep: Class 18 contains 24987 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 11790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443696.000000 Penalty: 27982.333984
Iteration 196Q: 15 clusters Score -2.64437e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4775 members 
Mstep: Class 5 contains 23136 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29529 members 
Mstep: Class 8 contains 34809 members 
Mstep: Class 10 contains 19052 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 22011 members 
Mstep: Class 18 contains 24976 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 11776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443702.000000 Penalty: 27982.333984
Iteration 197Q: 15 clusters Score -2.64437e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 23139 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 34792 members 
Mstep: Class 10 contains 19048 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 15 contains 22002 members 
Mstep: Class 18 contains 24976 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 11757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443714.000000 Penalty: 27982.333984
Iteration 198Q: 15 clusters Score -2.644371e+07 nChanged 247
Entering ConstructFrom: 
Score: -26443714.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (34287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Entering Unmasked Estep 
Score: -4188841.500000 Penalty: 1696.909668
	Iteration 0F: 2 clusters Score -4188842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4166339.250000 Penalty: 3393.819336
	Iteration 0F: 3 clusters Score -4166339 nChanged 15879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4174856.500000 Penalty: 3393.819336
	Iteration 1F: 3 clusters Score -4174856 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -4175151.750000 Penalty: 3393.819336
	Iteration 2Q: 3 clusters Score -4175152 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4175462.000000 Penalty: 3393.819336
	Iteration 3Q: 3 clusters Score -4175462 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -4175720.000000 Penalty: 3393.819336
	Iteration 4Q: 3 clusters Score -4175720 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -4176009.500000 Penalty: 3393.819336
	Iteration 5Q: 3 clusters Score -4176010 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4176341.250000 Penalty: 3393.819336
	Iteration 6Q: 3 clusters Score -4176341 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -4176798.750000 Penalty: 3393.819336
	Iteration 7Q: 3 clusters Score -4176799 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4177491.000000 Penalty: 3393.819336
	Iteration 8Q: 3 clusters Score -4177491 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -4178453.500000 Penalty: 3393.819336
	Iteration 9Q: 3 clusters Score -4178454 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -4179750.500000 Penalty: 3393.819336
	Iteration 10F: 3 clusters Score -4179750 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -4181450.750000 Penalty: 3393.819336
	Iteration 11F: 3 clusters Score -4181451 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4183134.250000 Penalty: 3393.819336
	Iteration 12F: 3 clusters Score -4183134 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4184381.250000 Penalty: 3393.819336
	Iteration 13F: 3 clusters Score -4184381 nChanged 1300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -4185040.500000 Penalty: 3393.819336
	Iteration 14Q: 3 clusters Score -4185040 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -4185449.250000 Penalty: 3393.819336
	Iteration 15Q: 3 clusters Score -4185449 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4185722 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4185982 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -4186231.000000 Penalty: 3393.819336
	Iteration 18Q: 3 clusters Score -4186231 nChanged 507
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -4186410.000000 Penalty: 3393.819336
	Iteration 19Q: 3 clusters Score -4186410 nChanged 465
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4186563.250000 Penalty: 3393.819336
	Iteration 20F: 3 clusters Score -4186563 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4186711 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -4186855.000000 Penalty: 3393.819336
	Iteration 22Q: 3 clusters Score -4186855 nChanged 380
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -4187000.250000 Penalty: 3393.819336
	Iteration 23Q: 3 clusters Score -4187000 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4187104 nChanged 337
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -4187190.000000 Penalty: 3393.819336
	Iteration 25Q: 3 clusters Score -4187190 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -4187272.500000 Penalty: 3393.819336
	Iteration 26Q: 3 clusters Score -4187272 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -4187361.250000 Penalty: 3393.819336
	Iteration 27Q: 3 clusters Score -4187361 nChanged 270
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -4187418.500000 Penalty: 3393.819336
	Iteration 28Q: 3 clusters Score -4187418 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4187500 nChanged 234
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4187552 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -4187606.000000 Penalty: 3393.819336
	Iteration 31Q: 3 clusters Score -4187606 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -4187646.000000 Penalty: 3393.819336
	Iteration 32Q: 3 clusters Score -4187646 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4187678 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4187704 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -4187760.250000 Penalty: 3393.819336
	Iteration 35Q: 3 clusters Score -4187760 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4187780 nChanged 131
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Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4187800 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4187815 nChanged 117
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Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4187848 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4187854.250000 Penalty: 3393.819336
	Iteration 40F: 3 clusters Score -4187854 nChanged 90
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Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4187887 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4187902 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4187915 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4187926 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4187950 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -4187943.000000 Penalty: 3393.819336
	Iteration 46Q: 3 clusters Score -4187943 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4187960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4187966 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4187982 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4187994.750000 Penalty: 3393.819336
	Iteration 50Q: 3 clusters Score -4187995 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4187996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -4187986.250000 Penalty: 3393.819336
	Iteration 52Q: 3 clusters Score -4187986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4187988 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4187988 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4187994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -4188008.250000 Penalty: 3393.819336
	Iteration 56Q: 3 clusters Score -4188008 nChanged 42
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Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -4188023.250000 Penalty: 3393.819336
	Iteration 57Q: 3 clusters Score -4188023 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4188025.000000 Penalty: 3393.819336
	Iteration 58Q: 3 clusters Score -4188025 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -4188038.250000 Penalty: 3393.819336
	Iteration 59Q: 3 clusters Score -4188038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4188045.000000 Penalty: 3393.819336
	Iteration 60F: 3 clusters Score -4188045 nChanged 37
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Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -4188041.750000 Penalty: 3393.819336
	Iteration 61Q: 3 clusters Score -4188042 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -4188055.000000 Penalty: 3393.819336
	Iteration 62Q: 3 clusters Score -4188055 nChanged 27
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Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -4188058.000000 Penalty: 3393.819336
	Iteration 63Q: 3 clusters Score -4188058 nChanged 28
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Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4188068 nChanged 29
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Mstep: Class 1 contains 5839 members 
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Entering Unmasked Estep 
Score: -4188070.000000 Penalty: 3393.819336
	Iteration 65Q: 3 clusters Score -4188070 nChanged 25
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Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4188072.000000 Penalty: 3393.819336
	Iteration 66Q: 3 clusters Score -4188072 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
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Entering Unmasked Estep 
Score: -4188075.500000 Penalty: 3393.819336
	Iteration 67Q: 3 clusters Score -4188076 nChanged 29
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Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4188086 nChanged 23
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Mstep: Class 1 contains 5729 members 
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Entering Unmasked Estep 
Score: -4188081.000000 Penalty: 3393.819336
	Iteration 69Q: 3 clusters Score -4188081 nChanged 31
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Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4188080 nChanged 25
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Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 28614 members 
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	Iteration 71Q: 3 clusters Score -4188080 nChanged 29
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Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4188083.250000 Penalty: 3393.819336
	Iteration 72Q: 3 clusters Score -4188083 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -4188091.750000 Penalty: 3393.819336
	Iteration 73Q: 3 clusters Score -4188092 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4188093 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5544 members 
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Score: -4188090.000000 Penalty: 3393.819336
	Iteration 75Q: 3 clusters Score -4188090 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -4188094.250000 Penalty: 3393.819336
	Iteration 76Q: 3 clusters Score -4188094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 28818 members 
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	Iteration 77Q: 3 clusters Score -4188104 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -4188101.250000 Penalty: 3393.819336
	Iteration 78Q: 3 clusters Score -4188101 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -4188114.000000 Penalty: 3393.819336
	Iteration 79Q: 3 clusters Score -4188114 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -4188107.750000 Penalty: 3393.819336
	Iteration 80F: 3 clusters Score -4188108 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -4188109.250000 Penalty: 3393.819336
	Iteration 81Q: 3 clusters Score -4188109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4188104 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5287 members 
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	Iteration 83Q: 3 clusters Score -4188110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4188114.750000 Penalty: 3393.819336
	Iteration 84Q: 3 clusters Score -4188115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -4188117.250000 Penalty: 3393.819336
	Iteration 85Q: 3 clusters Score -4188117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4188131.000000 Penalty: 3393.819336
	Iteration 86Q: 3 clusters Score -4188131 nChanged 28
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Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4188132 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4188131 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -4188133.250000 Penalty: 3393.819336
	Iteration 89Q: 3 clusters Score -4188133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -4188139.250000 Penalty: 3393.819336
	Iteration 90Q: 3 clusters Score -4188139 nChanged 27
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Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4188148.000000 Penalty: 3393.819336
	Iteration 91Q: 3 clusters Score -4188148 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -4188150.000000 Penalty: 3393.819336
	Iteration 92Q: 3 clusters Score -4188150 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4188150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4188150 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -4188154.750000 Penalty: 3393.819336
	Iteration 95Q: 3 clusters Score -4188155 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4188153 nChanged 29
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Mstep: Class 1 contains 4929 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4188150 nChanged 30
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Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -4188156.000000 Penalty: 3393.819336
	Iteration 98Q: 3 clusters Score -4188156 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
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Entering Unmasked Estep 
Score: -4188161.250000 Penalty: 3393.819336
	Iteration 99Q: 3 clusters Score -4188161 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -4188158.750000 Penalty: 3393.819336
	Iteration 100F: 3 clusters Score -4188159 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4188161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -4188175.000000 Penalty: 3393.819336
	Iteration 102Q: 3 clusters Score -4188175 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
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Entering Unmasked Estep 
Score: -4188179.250000 Penalty: 3393.819336
	Iteration 103Q: 3 clusters Score -4188179 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
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Entering Unmasked Estep 
Score: -4188184.250000 Penalty: 3393.819336
	Iteration 104Q: 3 clusters Score -4188184 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4753 members 
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Entering Unmasked Estep 
Score: -4188181.750000 Penalty: 3393.819336
	Iteration 105Q: 3 clusters Score -4188182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -4188178.500000 Penalty: 3393.819336
	Iteration 106Q: 3 clusters Score -4188178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4188180.500000 Penalty: 3393.819336
	Iteration 107Q: 3 clusters Score -4188180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -4188190.000000 Penalty: 3393.819336
	Iteration 108Q: 3 clusters Score -4188190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -4188188.250000 Penalty: 3393.819336
	Iteration 109Q: 3 clusters Score -4188188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -4188191.750000 Penalty: 3393.819336
	Iteration 110Q: 3 clusters Score -4188192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -4188187.000000 Penalty: 3393.819336
	Iteration 111Q: 3 clusters Score -4188187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4188189.000000 Penalty: 3393.819336
	Iteration 112Q: 3 clusters Score -4188189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -4188190.500000 Penalty: 3393.819336
	Iteration 113Q: 3 clusters Score -4188190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -4188187.250000 Penalty: 3393.819336
	Iteration 114Q: 3 clusters Score -4188187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -4188192.000000 Penalty: 3393.819336
	Iteration 115Q: 3 clusters Score -4188192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -4188188.750000 Penalty: 3393.819336
	Iteration 116Q: 3 clusters Score -4188189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -4188188.750000 Penalty: 3393.819336
	Iteration 117Q: 3 clusters Score -4188189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4188183.250000 Penalty: 3393.819336
	Iteration 118Q: 3 clusters Score -4188183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4188186.750000 Penalty: 3393.819336
	Iteration 119Q: 3 clusters Score -4188187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -4188184.500000 Penalty: 3393.819336
	Iteration 120F: 3 clusters Score -4188184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -4188188.250000 Penalty: 3393.819336
	Iteration 121Q: 3 clusters Score -4188188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4188183.750000 Penalty: 3393.819336
	Iteration 122Q: 3 clusters Score -4188184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -4188186.750000 Penalty: 3393.819336
	Iteration 123Q: 3 clusters Score -4188187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4188189.500000 Penalty: 3393.819336
	Iteration 124Q: 3 clusters Score -4188190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -4188195.500000 Penalty: 3393.819336
	Iteration 125Q: 3 clusters Score -4188196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4188192.000000 Penalty: 3393.819336
	Iteration 126Q: 3 clusters Score -4188192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -4188200.000000 Penalty: 3393.819336
	Iteration 127Q: 3 clusters Score -4188200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -4188195.250000 Penalty: 3393.819336
	Iteration 128Q: 3 clusters Score -4188195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -4188192.500000 Penalty: 3393.819336
	Iteration 129Q: 3 clusters Score -4188192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -4188195.000000 Penalty: 3393.819336
	Iteration 130Q: 3 clusters Score -4188195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -4188194.500000 Penalty: 3393.819336
	Iteration 131Q: 3 clusters Score -4188194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -4188196.250000 Penalty: 3393.819336
	Iteration 132Q: 3 clusters Score -4188196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -4188202.750000 Penalty: 3393.819336
	Iteration 133Q: 3 clusters Score -4188203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -4188202.000000 Penalty: 3393.819336
	Iteration 134Q: 3 clusters Score -4188202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -4188200.500000 Penalty: 3393.819336
	Iteration 135Q: 3 clusters Score -4188200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -4188200.000000 Penalty: 3393.819336
	Iteration 136Q: 3 clusters Score -4188200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4188205.000000 Penalty: 3393.819336
	Iteration 137Q: 3 clusters Score -4188205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -4188204.500000 Penalty: 3393.819336
	Iteration 138Q: 3 clusters Score -4188204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -4188204.500000 Penalty: 3393.819336
	Iteration 139Q: 3 clusters Score -4188204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -4188204.250000 Penalty: 3393.819336
	Iteration 140F: 3 clusters Score -4188204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -4188203.750000 Penalty: 3393.819336
	Iteration 141Q: 3 clusters Score -4188204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -4188203.250000 Penalty: 3393.819336
	Iteration 142Q: 3 clusters Score -4188203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -4188200.500000 Penalty: 3393.819336
	Iteration 143Q: 3 clusters Score -4188200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -4188201.000000 Penalty: 3393.819336
	Iteration 144Q: 3 clusters Score -4188201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4188200.000000 Penalty: 3393.819336
	Iteration 145Q: 3 clusters Score -4188200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -4188205.000000 Penalty: 3393.819336
	Iteration 146Q: 3 clusters Score -4188205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -4188203.500000 Penalty: 3393.819336
	Iteration 147Q: 3 clusters Score -4188204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -4188203.750000 Penalty: 3393.819336
	Iteration 148Q: 3 clusters Score -4188204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -4188202.250000 Penalty: 3393.819336
	Iteration 149Q: 3 clusters Score -4188202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -4188203.500000 Penalty: 3393.819336
	Iteration 150Q: 3 clusters Score -4188204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4188210.250000 Penalty: 3393.819336
	Iteration 151Q: 3 clusters Score -4188210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -4188210.750000 Penalty: 3393.819336
	Iteration 152Q: 3 clusters Score -4188211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -4188204.000000 Penalty: 3393.819336
	Iteration 153Q: 3 clusters Score -4188204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4188203.000000 Penalty: 3393.819336
	Iteration 154Q: 3 clusters Score -4188203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4188199.250000 Penalty: 3393.819336
	Iteration 155Q: 3 clusters Score -4188199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -4188197.750000 Penalty: 3393.819336
	Iteration 156Q: 3 clusters Score -4188198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -4188198.250000 Penalty: 3393.819336
	Iteration 157Q: 3 clusters Score -4188198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -4188200.000000 Penalty: 3393.819336
	Iteration 158Q: 3 clusters Score -4188200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -4188203.750000 Penalty: 3393.819336
	Iteration 159Q: 3 clusters Score -4188204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -4188201.750000 Penalty: 3393.819336
	Iteration 160F: 3 clusters Score -4188202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4188206.250000 Penalty: 3393.819336
	Iteration 161Q: 3 clusters Score -4188206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4188211.000000 Penalty: 3393.819336
	Iteration 162Q: 3 clusters Score -4188211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4188206.000000 Penalty: 3393.819336
	Iteration 163Q: 3 clusters Score -4188206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4188211.250000 Penalty: 3393.819336
	Iteration 164Q: 3 clusters Score -4188211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4188211.250000 Penalty: 3393.819336
	Iteration 165F: 3 clusters Score -4188211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -38252.511719 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -38252.51 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: -37373.984375 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -37373.98 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37611.425781 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -37611.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37702.910156 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -37702.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37752.347656 Penalty: 1931.409912
	Iteration 3F: 3 clusters Score -37752.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37780.824219 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -37780.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37786.160156 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -37786.16 nChanged 3
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: -37790.554688 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -37790.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37792.621094 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -37792.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37795.183594 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -37795.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37795.804688 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -37795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37796.921875 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -37796.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37797.984375 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -37797.98 nChanged 2
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: -37805.558594 Penalty: 1931.409912
	Iteration 12Q: 3 clusters Score -37805.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37809.468750 Penalty: 1931.409912
	Iteration 13Q: 3 clusters Score -37809.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37812.441406 Penalty: 1931.409912
	Iteration 14Q: 3 clusters Score -37812.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37812.441406 Penalty: 1931.409912
	Iteration 15F: 3 clusters Score -37812.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -554156.187500 Penalty: 1376.697876
	Iteration 0F: 2 clusters Score -554156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -550314.937500 Penalty: 2753.395752
	Iteration 0F: 3 clusters Score -550314.9 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -551367.250000 Penalty: 2753.395752
	Iteration 1F: 3 clusters Score -551367.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -551512.687500 Penalty: 2753.395752
	Iteration 2F: 3 clusters Score -551512.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -551616.187500 Penalty: 2753.395752
	Iteration 3Q: 3 clusters Score -551616.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -551698.250000 Penalty: 2753.395752
	Iteration 4Q: 3 clusters Score -551698.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -551755.062500 Penalty: 2753.395752
	Iteration 5Q: 3 clusters Score -551755.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -551797.187500 Penalty: 2753.395752
	Iteration 6Q: 3 clusters Score -551797.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -551839.125000 Penalty: 2753.395752
	Iteration 7Q: 3 clusters Score -551839.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -551883.250000 Penalty: 2753.395752
	Iteration 8Q: 3 clusters Score -551883.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -551918.750000 Penalty: 2753.395752
	Iteration 9Q: 3 clusters Score -551918.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -551945.500000 Penalty: 2753.395752
	Iteration 10Q: 3 clusters Score -551945.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -551969.437500 Penalty: 2753.395752
	Iteration 11Q: 3 clusters Score -551969.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -552005.625000 Penalty: 2753.395752
	Iteration 12Q: 3 clusters Score -552005.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -552032.812500 Penalty: 2753.395752
	Iteration 13Q: 3 clusters Score -552032.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -552061.312500 Penalty: 2753.395752
	Iteration 14Q: 3 clusters Score -552061.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -552087.937500 Penalty: 2753.395752
	Iteration 15Q: 3 clusters Score -552087.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -552116.000000 Penalty: 2753.395752
	Iteration 16Q: 3 clusters Score -552116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -552142.937500 Penalty: 2753.395752
	Iteration 17Q: 3 clusters Score -552142.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -552164.750000 Penalty: 2753.395752
	Iteration 18Q: 3 clusters Score -552164.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -552185.875000 Penalty: 2753.395752
	Iteration 19Q: 3 clusters Score -552185.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -552205.250000 Penalty: 2753.395752
	Iteration 20F: 3 clusters Score -552205.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -552226.750000 Penalty: 2753.395752
	Iteration 21Q: 3 clusters Score -552226.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -552243.937500 Penalty: 2753.395752
	Iteration 22Q: 3 clusters Score -552243.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -552259.375000 Penalty: 2753.395752
	Iteration 23Q: 3 clusters Score -552259.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -552269.375000 Penalty: 2753.395752
	Iteration 24Q: 3 clusters Score -552269.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -552280.000000 Penalty: 2753.395752
	Iteration 25Q: 3 clusters Score -552280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -552289.500000 Penalty: 2753.395752
	Iteration 26Q: 3 clusters Score -552289.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -552299.625000 Penalty: 2753.395752
	Iteration 27Q: 3 clusters Score -552299.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -552308.500000 Penalty: 2753.395752
	Iteration 28Q: 3 clusters Score -552308.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -552313.812500 Penalty: 2753.395752
	Iteration 29Q: 3 clusters Score -552313.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -552321.250000 Penalty: 2753.395752
	Iteration 30Q: 3 clusters Score -552321.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -552328.562500 Penalty: 2753.395752
	Iteration 31Q: 3 clusters Score -552328.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -552338.250000 Penalty: 2753.395752
	Iteration 32Q: 3 clusters Score -552338.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -552356.312500 Penalty: 2753.395752
	Iteration 33Q: 3 clusters Score -552356.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -552364.687500 Penalty: 2753.395752
	Iteration 34Q: 3 clusters Score -552364.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -552371.500000 Penalty: 2753.395752
	Iteration 35Q: 3 clusters Score -552371.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -552379.500000 Penalty: 2753.395752
	Iteration 36Q: 3 clusters Score -552379.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -552385.500000 Penalty: 2753.395752
	Iteration 37Q: 3 clusters Score -552385.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -552393.687500 Penalty: 2753.395752
	Iteration 38Q: 3 clusters Score -552393.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -552399.875000 Penalty: 2753.395752
	Iteration 39Q: 3 clusters Score -552399.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -552405.625000 Penalty: 2753.395752
	Iteration 40F: 3 clusters Score -552405.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -552412.750000 Penalty: 2753.395752
	Iteration 41Q: 3 clusters Score -552412.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -552416.500000 Penalty: 2753.395752
	Iteration 42Q: 3 clusters Score -552416.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -552422.937500 Penalty: 2753.395752
	Iteration 43Q: 3 clusters Score -552422.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -552429.625000 Penalty: 2753.395752
	Iteration 44Q: 3 clusters Score -552429.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -552435.625000 Penalty: 2753.395752
	Iteration 45Q: 3 clusters Score -552435.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -552443.500000 Penalty: 2753.395752
	Iteration 46Q: 3 clusters Score -552443.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -552449.375000 Penalty: 2753.395752
	Iteration 47Q: 3 clusters Score -552449.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -552455.437500 Penalty: 2753.395752
	Iteration 48Q: 3 clusters Score -552455.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -552460.875000 Penalty: 2753.395752
	Iteration 49Q: 3 clusters Score -552460.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -552465.125000 Penalty: 2753.395752
	Iteration 50Q: 3 clusters Score -552465.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -552469.000000 Penalty: 2753.395752
	Iteration 51Q: 3 clusters Score -552469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -552473.125000 Penalty: 2753.395752
	Iteration 52Q: 3 clusters Score -552473.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -552475.875000 Penalty: 2753.395752
	Iteration 53Q: 3 clusters Score -552475.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -552478.312500 Penalty: 2753.395752
	Iteration 54Q: 3 clusters Score -552478.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -552480.375000 Penalty: 2753.395752
	Iteration 55Q: 3 clusters Score -552480.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -552482.562500 Penalty: 2753.395752
	Iteration 56Q: 3 clusters Score -552482.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -552483.312500 Penalty: 2753.395752
	Iteration 57Q: 3 clusters Score -552483.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -552486.125000 Penalty: 2753.395752
	Iteration 58Q: 3 clusters Score -552486.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -552490.062500 Penalty: 2753.395752
	Iteration 59Q: 3 clusters Score -552490.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -552491.750000 Penalty: 2753.395752
	Iteration 60F: 3 clusters Score -552491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -552493.062500 Penalty: 2753.395752
	Iteration 61Q: 3 clusters Score -552493.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -552494.375000 Penalty: 2753.395752
	Iteration 62Q: 3 clusters Score -552494.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -552499.812500 Penalty: 2753.395752
	Iteration 63Q: 3 clusters Score -552499.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -552502.687500 Penalty: 2753.395752
	Iteration 64Q: 3 clusters Score -552502.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -552503.937500 Penalty: 2753.395752
	Iteration 65Q: 3 clusters Score -552503.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -552506.375000 Penalty: 2753.395752
	Iteration 66Q: 3 clusters Score -552506.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -552511.312500 Penalty: 2753.395752
	Iteration 67Q: 3 clusters Score -552511.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -552513.937500 Penalty: 2753.395752
	Iteration 68Q: 3 clusters Score -552513.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -552517.312500 Penalty: 2753.395752
	Iteration 69Q: 3 clusters Score -552517.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -552519.125000 Penalty: 2753.395752
	Iteration 70Q: 3 clusters Score -552519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -552521.062500 Penalty: 2753.395752
	Iteration 71Q: 3 clusters Score -552521.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -552523.375000 Penalty: 2753.395752
	Iteration 72Q: 3 clusters Score -552523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -552523.812500 Penalty: 2753.395752
	Iteration 73Q: 3 clusters Score -552523.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -552525.062500 Penalty: 2753.395752
	Iteration 74Q: 3 clusters Score -552525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -552524.937500 Penalty: 2753.395752
	Iteration 75Q: 3 clusters Score -552524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -552524.937500 Penalty: 2753.395752
	Iteration 76F: 3 clusters Score -552524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Entering Unmasked Estep 
Score: -2854509.750000 Penalty: 1633.000122
	Iteration 0F: 2 clusters Score -2854510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2838812.250000 Penalty: 3266.000244
	Iteration 0F: 3 clusters Score -2838812 nChanged 10492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2844396.500000 Penalty: 3266.000244
	Iteration 1F: 3 clusters Score -2844396 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2844670.000000 Penalty: 3266.000244
	Iteration 2Q: 3 clusters Score -2844670 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2844938.000000 Penalty: 3266.000244
	Iteration 3Q: 3 clusters Score -2844938 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2845220.500000 Penalty: 3266.000244
	Iteration 4Q: 3 clusters Score -2845220 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2845536.250000 Penalty: 3266.000244
	Iteration 5Q: 3 clusters Score -2845536 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2845989.500000 Penalty: 3266.000244
	Iteration 6Q: 3 clusters Score -2845990 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2846572.500000 Penalty: 3266.000244
	Iteration 7F: 3 clusters Score -2846572 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2847299.000000 Penalty: 3266.000244
	Iteration 8F: 3 clusters Score -2847299 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2848126.250000 Penalty: 3266.000244
	Iteration 9F: 3 clusters Score -2848126 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2849027.250000 Penalty: 3266.000244
	Iteration 10F: 3 clusters Score -2849027 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2849762.500000 Penalty: 3266.000244
	Iteration 11Q: 3 clusters Score -2849762 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2850412.750000 Penalty: 3266.000244
	Iteration 12Q: 3 clusters Score -2850413 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2850995.000000 Penalty: 3266.000244
	Iteration 13Q: 3 clusters Score -2850995 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2851461.000000 Penalty: 3266.000244
	Iteration 14Q: 3 clusters Score -2851461 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2851799.000000 Penalty: 3266.000244
	Iteration 15Q: 3 clusters Score -2851799 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2852062.000000 Penalty: 3266.000244
	Iteration 16Q: 3 clusters Score -2852062 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2852326.250000 Penalty: 3266.000244
	Iteration 17Q: 3 clusters Score -2852326 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2852511.000000 Penalty: 3266.000244
	Iteration 18Q: 3 clusters Score -2852511 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2852680.750000 Penalty: 3266.000244
	Iteration 19Q: 3 clusters Score -2852681 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2852806.500000 Penalty: 3266.000244
	Iteration 20F: 3 clusters Score -2852806 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2852893.500000 Penalty: 3266.000244
	Iteration 21Q: 3 clusters Score -2852894 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2852974.750000 Penalty: 3266.000244
	Iteration 22Q: 3 clusters Score -2852975 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2853035.750000 Penalty: 3266.000244
	Iteration 23Q: 3 clusters Score -2853036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2853087.750000 Penalty: 3266.000244
	Iteration 24Q: 3 clusters Score -2853088 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2853138.000000 Penalty: 3266.000244
	Iteration 25Q: 3 clusters Score -2853138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2853170.500000 Penalty: 3266.000244
	Iteration 26Q: 3 clusters Score -2853170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2853192.000000 Penalty: 3266.000244
	Iteration 27Q: 3 clusters Score -2853192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2853216.250000 Penalty: 3266.000244
	Iteration 28Q: 3 clusters Score -2853216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2853239.750000 Penalty: 3266.000244
	Iteration 29Q: 3 clusters Score -2853240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2853249.000000 Penalty: 3266.000244
	Iteration 30Q: 3 clusters Score -2853249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2853251.000000 Penalty: 3266.000244
	Iteration 31Q: 3 clusters Score -2853251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2853260.250000 Penalty: 3266.000244
	Iteration 32Q: 3 clusters Score -2853260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2853276.750000 Penalty: 3266.000244
	Iteration 33Q: 3 clusters Score -2853277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2853283.750000 Penalty: 3266.000244
	Iteration 34Q: 3 clusters Score -2853284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2853288.750000 Penalty: 3266.000244
	Iteration 35Q: 3 clusters Score -2853289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2853292.000000 Penalty: 3266.000244
	Iteration 36Q: 3 clusters Score -2853292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2853295.750000 Penalty: 3266.000244
	Iteration 37Q: 3 clusters Score -2853296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2853294.750000 Penalty: 3266.000244
	Iteration 38Q: 3 clusters Score -2853295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2853298.250000 Penalty: 3266.000244
	Iteration 39Q: 3 clusters Score -2853298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2853299.500000 Penalty: 3266.000244
	Iteration 40F: 3 clusters Score -2853300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2853304.000000 Penalty: 3266.000244
	Iteration 41Q: 3 clusters Score -2853304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2853306.000000 Penalty: 3266.000244
	Iteration 42Q: 3 clusters Score -2853306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2853307.750000 Penalty: 3266.000244
	Iteration 43Q: 3 clusters Score -2853308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2853310.250000 Penalty: 3266.000244
	Iteration 44Q: 3 clusters Score -2853310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2853309.000000 Penalty: 3266.000244
	Iteration 45Q: 3 clusters Score -2853309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2853309.000000 Penalty: 3266.000244
	Iteration 46F: 3 clusters Score -2853309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53649.703125 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53649.7 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 159 members 
Entering Unmasked Estep 
Score: -52697.316406 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52697.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52821.539062 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52821.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52859.460938 Penalty: 1884.705200
	Iteration 2Q: 3 clusters Score -52859.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52873.644531 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52873.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52875.703125 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52875.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52877.691406 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -52877.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52877.691406 Penalty: 1884.705200
	Iteration 6F: 3 clusters Score -52877.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Entering Unmasked Estep 
Score: -3677677.000000 Penalty: 1672.666260
	Iteration 0F: 2 clusters Score -3677677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3660222.500000 Penalty: 3345.332520
	Iteration 0F: 3 clusters Score -3660222 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3667585.750000 Penalty: 3345.332520
	Iteration 1F: 3 clusters Score -3667586 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3667983.500000 Penalty: 3345.332520
	Iteration 2Q: 3 clusters Score -3667984 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3668343.000000 Penalty: 3345.332520
	Iteration 3Q: 3 clusters Score -3668343 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3668721.750000 Penalty: 3345.332520
	Iteration 4Q: 3 clusters Score -3668722 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3669155.250000 Penalty: 3345.332520
	Iteration 5Q: 3 clusters Score -3669155 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3669651.500000 Penalty: 3345.332520
	Iteration 6Q: 3 clusters Score -3669652 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3670310.500000 Penalty: 3345.332520
	Iteration 7Q: 3 clusters Score -3670310 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3671259.000000 Penalty: 3345.332520
	Iteration 8F: 3 clusters Score -3671259 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3672413.750000 Penalty: 3345.332520
	Iteration 9F: 3 clusters Score -3672414 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3673358.250000 Penalty: 3345.332520
	Iteration 10F: 3 clusters Score -3673358 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3673863.750000 Penalty: 3345.332520
	Iteration 11Q: 3 clusters Score -3673864 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3674096.000000 Penalty: 3345.332520
	Iteration 12Q: 3 clusters Score -3674096 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3674272.250000 Penalty: 3345.332520
	Iteration 13Q: 3 clusters Score -3674272 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3674449.250000 Penalty: 3345.332520
	Iteration 14Q: 3 clusters Score -3674449 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3674631.750000 Penalty: 3345.332520
	Iteration 15Q: 3 clusters Score -3674632 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3674865.250000 Penalty: 3345.332520
	Iteration 16Q: 3 clusters Score -3674865 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -3675084.750000 Penalty: 3345.332520
	Iteration 17Q: 3 clusters Score -3675085 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3675259.750000 Penalty: 3345.332520
	Iteration 18Q: 3 clusters Score -3675260 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3675391.750000 Penalty: 3345.332520
	Iteration 19Q: 3 clusters Score -3675392 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -3675498.250000 Penalty: 3345.332520
	Iteration 20F: 3 clusters Score -3675498 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3675589.500000 Penalty: 3345.332520
	Iteration 21Q: 3 clusters Score -3675590 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3675654.500000 Penalty: 3345.332520
	Iteration 22Q: 3 clusters Score -3675654 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -3675726.250000 Penalty: 3345.332520
	Iteration 23Q: 3 clusters Score -3675726 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3675795.000000 Penalty: 3345.332520
	Iteration 24Q: 3 clusters Score -3675795 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3675862.500000 Penalty: 3345.332520
	Iteration 25Q: 3 clusters Score -3675862 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3675990.000000 Penalty: 3345.332520
	Iteration 26Q: 3 clusters Score -3675990 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3676082.750000 Penalty: 3345.332520
	Iteration 27Q: 3 clusters Score -3676083 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3676177.750000 Penalty: 3345.332520
	Iteration 28Q: 3 clusters Score -3676178 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3676245.000000 Penalty: 3345.332520
	Iteration 29Q: 3 clusters Score -3676245 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3676323.250000 Penalty: 3345.332520
	Iteration 30Q: 3 clusters Score -3676323 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3676406.750000 Penalty: 3345.332520
	Iteration 31Q: 3 clusters Score -3676407 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3676456.000000 Penalty: 3345.332520
	Iteration 32Q: 3 clusters Score -3676456 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3676529.500000 Penalty: 3345.332520
	Iteration 33Q: 3 clusters Score -3676530 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3676571.500000 Penalty: 3345.332520
	Iteration 34Q: 3 clusters Score -3676572 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3676609.500000 Penalty: 3345.332520
	Iteration 35Q: 3 clusters Score -3676610 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3676638.000000 Penalty: 3345.332520
	Iteration 36Q: 3 clusters Score -3676638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3676650.500000 Penalty: 3345.332520
	Iteration 37Q: 3 clusters Score -3676650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3676685.250000 Penalty: 3345.332520
	Iteration 38Q: 3 clusters Score -3676685 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3676679.500000 Penalty: 3345.332520
	Iteration 39Q: 3 clusters Score -3676680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3676692.000000 Penalty: 3345.332520
	Iteration 40F: 3 clusters Score -3676692 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3676706.000000 Penalty: 3345.332520
	Iteration 41Q: 3 clusters Score -3676706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3676696.000000 Penalty: 3345.332520
	Iteration 42Q: 3 clusters Score -3676696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3676693.000000 Penalty: 3345.332520
	Iteration 43Q: 3 clusters Score -3676693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3676694.250000 Penalty: 3345.332520
	Iteration 44Q: 3 clusters Score -3676694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3676700.750000 Penalty: 3345.332520
	Iteration 45Q: 3 clusters Score -3676701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3676717.000000 Penalty: 3345.332520
	Iteration 46Q: 3 clusters Score -3676717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3676726.250000 Penalty: 3345.332520
	Iteration 47Q: 3 clusters Score -3676726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3676718.750000 Penalty: 3345.332520
	Iteration 48Q: 3 clusters Score -3676719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3676712.250000 Penalty: 3345.332520
	Iteration 49Q: 3 clusters Score -3676712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3676708.500000 Penalty: 3345.332520
	Iteration 50Q: 3 clusters Score -3676708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3676708.750000 Penalty: 3345.332520
	Iteration 51Q: 3 clusters Score -3676709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3676712.750000 Penalty: 3345.332520
	Iteration 52Q: 3 clusters Score -3676713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3676717.500000 Penalty: 3345.332520
	Iteration 53Q: 3 clusters Score -3676718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3676708.750000 Penalty: 3345.332520
	Iteration 54Q: 3 clusters Score -3676709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3676705.250000 Penalty: 3345.332520
	Iteration 55Q: 3 clusters Score -3676705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3676707.250000 Penalty: 3345.332520
	Iteration 56Q: 3 clusters Score -3676707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3676706.500000 Penalty: 3345.332520
	Iteration 57Q: 3 clusters Score -3676706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3676704.750000 Penalty: 3345.332520
	Iteration 58Q: 3 clusters Score -3676705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3676709.250000 Penalty: 3345.332520
	Iteration 59Q: 3 clusters Score -3676709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3676710.250000 Penalty: 3345.332520
	Iteration 60F: 3 clusters Score -3676710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3676713.500000 Penalty: 3345.332520
	Iteration 61Q: 3 clusters Score -3676714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3676716.000000 Penalty: 3345.332520
	Iteration 62Q: 3 clusters Score -3676716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3676722.250000 Penalty: 3345.332520
	Iteration 63Q: 3 clusters Score -3676722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3676719.250000 Penalty: 3345.332520
	Iteration 64Q: 3 clusters Score -3676719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3676722.750000 Penalty: 3345.332520
	Iteration 65Q: 3 clusters Score -3676723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3676725.500000 Penalty: 3345.332520
	Iteration 66Q: 3 clusters Score -3676726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3676728.250000 Penalty: 3345.332520
	Iteration 67Q: 3 clusters Score -3676728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3676730.500000 Penalty: 3345.332520
	Iteration 68Q: 3 clusters Score -3676730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3676731.500000 Penalty: 3345.332520
	Iteration 69Q: 3 clusters Score -3676732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3676728.250000 Penalty: 3345.332520
	Iteration 70Q: 3 clusters Score -3676728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3676728.250000 Penalty: 3345.332520
	Iteration 71Q: 3 clusters Score -3676728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3676732.250000 Penalty: 3345.332520
	Iteration 72Q: 3 clusters Score -3676732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3676735.500000 Penalty: 3345.332520
	Iteration 73Q: 3 clusters Score -3676736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3676734.250000 Penalty: 3345.332520
	Iteration 74Q: 3 clusters Score -3676734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3676737.000000 Penalty: 3345.332520
	Iteration 75Q: 3 clusters Score -3676737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3676737.000000 Penalty: 3345.332520
	Iteration 76F: 3 clusters Score -3676737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Entering Unmasked Estep 
Score: -4331947.000000 Penalty: 1699.229614
	Iteration 0F: 2 clusters Score -4331947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -4311160.000000 Penalty: 3398.459229
	Iteration 0F: 3 clusters Score -4311160 nChanged 16060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4320124.000000 Penalty: 3398.459229
	Iteration 1F: 3 clusters Score -4320124 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4320560.000000 Penalty: 3398.459229
	Iteration 2Q: 3 clusters Score -4320560 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -4321032.000000 Penalty: 3398.459229
	Iteration 3Q: 3 clusters Score -4321032 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4321735.500000 Penalty: 3398.459229
	Iteration 4Q: 3 clusters Score -4321736 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4322699.000000 Penalty: 3398.459229
	Iteration 5Q: 3 clusters Score -4322699 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -4323972.500000 Penalty: 3398.459229
	Iteration 6F: 3 clusters Score -4323972 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -4325300.500000 Penalty: 3398.459229
	Iteration 7F: 3 clusters Score -4325300 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -4326664.500000 Penalty: 3398.459229
	Iteration 8F: 3 clusters Score -4326664 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -4327638.500000 Penalty: 3398.459229
	Iteration 9F: 3 clusters Score -4327638 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4328447.000000 Penalty: 3398.459229
	Iteration 10F: 3 clusters Score -4328447 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -4329008.500000 Penalty: 3398.459229
	Iteration 11Q: 3 clusters Score -4329008 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -4329586.500000 Penalty: 3398.459229
	Iteration 12Q: 3 clusters Score -4329586 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4329882.500000 Penalty: 3398.459229
	Iteration 13Q: 3 clusters Score -4329882 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -4330006.000000 Penalty: 3398.459229
	Iteration 14Q: 3 clusters Score -4330006 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4330070.000000 Penalty: 3398.459229
	Iteration 15Q: 3 clusters Score -4330070 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4330131.500000 Penalty: 3398.459229
	Iteration 16Q: 3 clusters Score -4330132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4330191.000000 Penalty: 3398.459229
	Iteration 17Q: 3 clusters Score -4330191 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -4330234.500000 Penalty: 3398.459229
	Iteration 18Q: 3 clusters Score -4330234 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -4330264.500000 Penalty: 3398.459229
	Iteration 19Q: 3 clusters Score -4330264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4330281.500000 Penalty: 3398.459229
	Iteration 20F: 3 clusters Score -4330282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4330308.500000 Penalty: 3398.459229
	Iteration 21Q: 3 clusters Score -4330308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4330328.500000 Penalty: 3398.459229
	Iteration 22Q: 3 clusters Score -4330328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -4330349.000000 Penalty: 3398.459229
	Iteration 23Q: 3 clusters Score -4330349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -4330348.000000 Penalty: 3398.459229
	Iteration 24Q: 3 clusters Score -4330348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4330359.000000 Penalty: 3398.459229
	Iteration 25Q: 3 clusters Score -4330359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4330365.000000 Penalty: 3398.459229
	Iteration 26Q: 3 clusters Score -4330365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4330373.500000 Penalty: 3398.459229
	Iteration 27Q: 3 clusters Score -4330374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -4330377.500000 Penalty: 3398.459229
	Iteration 28Q: 3 clusters Score -4330378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4330379.500000 Penalty: 3398.459229
	Iteration 29Q: 3 clusters Score -4330380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -4330377.500000 Penalty: 3398.459229
	Iteration 30Q: 3 clusters Score -4330378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4330382.000000 Penalty: 3398.459229
	Iteration 31Q: 3 clusters Score -4330382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4330380.000000 Penalty: 3398.459229
	Iteration 32Q: 3 clusters Score -4330380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4330383.500000 Penalty: 3398.459229
	Iteration 33Q: 3 clusters Score -4330384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -4330385.000000 Penalty: 3398.459229
	Iteration 34Q: 3 clusters Score -4330385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4330387.500000 Penalty: 3398.459229
	Iteration 35Q: 3 clusters Score -4330388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4330387.500000 Penalty: 3398.459229
	Iteration 36F: 3 clusters Score -4330388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Entering Unmasked Estep 
Score: -2288579.500000 Penalty: 1601.306274
	Iteration 0F: 2 clusters Score -2288580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2275621.500000 Penalty: 3202.612549
	Iteration 0F: 3 clusters Score -2275622 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2280289.000000 Penalty: 3202.612549
	Iteration 1F: 3 clusters Score -2280289 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2280739.250000 Penalty: 3202.612549
	Iteration 2F: 3 clusters Score -2280739 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2281204.000000 Penalty: 3202.612549
	Iteration 3F: 3 clusters Score -2281204 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2281725.750000 Penalty: 3202.612549
	Iteration 4F: 3 clusters Score -2281726 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2282304.750000 Penalty: 3202.612549
	Iteration 5F: 3 clusters Score -2282305 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2282949.750000 Penalty: 3202.612549
	Iteration 6F: 3 clusters Score -2282950 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2283623.750000 Penalty: 3202.612549
	Iteration 7F: 3 clusters Score -2283624 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2284224.000000 Penalty: 3202.612549
	Iteration 8F: 3 clusters Score -2284224 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2284723.250000 Penalty: 3202.612549
	Iteration 9Q: 3 clusters Score -2284723 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2285075.500000 Penalty: 3202.612549
	Iteration 10Q: 3 clusters Score -2285076 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2285330.000000 Penalty: 3202.612549
	Iteration 11Q: 3 clusters Score -2285330 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2285530.750000 Penalty: 3202.612549
	Iteration 12Q: 3 clusters Score -2285531 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2285694.000000 Penalty: 3202.612549
	Iteration 13Q: 3 clusters Score -2285694 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2285830.750000 Penalty: 3202.612549
	Iteration 14Q: 3 clusters Score -2285831 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2285961.500000 Penalty: 3202.612549
	Iteration 15Q: 3 clusters Score -2285962 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2286083.500000 Penalty: 3202.612549
	Iteration 16Q: 3 clusters Score -2286084 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2286176.000000 Penalty: 3202.612549
	Iteration 17Q: 3 clusters Score -2286176 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2286262.750000 Penalty: 3202.612549
	Iteration 18Q: 3 clusters Score -2286263 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2286359.000000 Penalty: 3202.612549
	Iteration 19Q: 3 clusters Score -2286359 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2286447.000000 Penalty: 3202.612549
	Iteration 20F: 3 clusters Score -2286447 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2286514.500000 Penalty: 3202.612549
	Iteration 21Q: 3 clusters Score -2286514 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2286576.500000 Penalty: 3202.612549
	Iteration 22Q: 3 clusters Score -2286576 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2286635.000000 Penalty: 3202.612549
	Iteration 23Q: 3 clusters Score -2286635 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2286686.500000 Penalty: 3202.612549
	Iteration 24Q: 3 clusters Score -2286686 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2286722.750000 Penalty: 3202.612549
	Iteration 25Q: 3 clusters Score -2286723 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2286777.500000 Penalty: 3202.612549
	Iteration 26Q: 3 clusters Score -2286778 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2286829.250000 Penalty: 3202.612549
	Iteration 27Q: 3 clusters Score -2286829 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2286879.500000 Penalty: 3202.612549
	Iteration 28Q: 3 clusters Score -2286880 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2286921.000000 Penalty: 3202.612549
	Iteration 29Q: 3 clusters Score -2286921 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2286959.250000 Penalty: 3202.612549
	Iteration 30Q: 3 clusters Score -2286959 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2286988.750000 Penalty: 3202.612549
	Iteration 31Q: 3 clusters Score -2286989 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2287020.250000 Penalty: 3202.612549
	Iteration 32Q: 3 clusters Score -2287020 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2287049.250000 Penalty: 3202.612549
	Iteration 33Q: 3 clusters Score -2287049 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2287093.250000 Penalty: 3202.612549
	Iteration 34Q: 3 clusters Score -2287093 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2287124.000000 Penalty: 3202.612549
	Iteration 35Q: 3 clusters Score -2287124 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2287155.000000 Penalty: 3202.612549
	Iteration 36Q: 3 clusters Score -2287155 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2287187.000000 Penalty: 3202.612549
	Iteration 37Q: 3 clusters Score -2287187 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2287223.250000 Penalty: 3202.612549
	Iteration 38Q: 3 clusters Score -2287223 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2287247.000000 Penalty: 3202.612549
	Iteration 39Q: 3 clusters Score -2287247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2287269.000000 Penalty: 3202.612549
	Iteration 40F: 3 clusters Score -2287269 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2287280.500000 Penalty: 3202.612549
	Iteration 41Q: 3 clusters Score -2287280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2287298.750000 Penalty: 3202.612549
	Iteration 42Q: 3 clusters Score -2287299 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2287306.250000 Penalty: 3202.612549
	Iteration 43Q: 3 clusters Score -2287306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2287318.000000 Penalty: 3202.612549
	Iteration 44Q: 3 clusters Score -2287318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2287331.250000 Penalty: 3202.612549
	Iteration 45Q: 3 clusters Score -2287331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2287335.750000 Penalty: 3202.612549
	Iteration 46Q: 3 clusters Score -2287336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2287349.500000 Penalty: 3202.612549
	Iteration 47Q: 3 clusters Score -2287350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2287354.750000 Penalty: 3202.612549
	Iteration 48Q: 3 clusters Score -2287355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2287360.750000 Penalty: 3202.612549
	Iteration 49Q: 3 clusters Score -2287361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2287368.000000 Penalty: 3202.612549
	Iteration 50Q: 3 clusters Score -2287368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2287367.000000 Penalty: 3202.612549
	Iteration 51Q: 3 clusters Score -2287367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2287366.500000 Penalty: 3202.612549
	Iteration 52Q: 3 clusters Score -2287366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2287371.000000 Penalty: 3202.612549
	Iteration 53Q: 3 clusters Score -2287371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2287372.250000 Penalty: 3202.612549
	Iteration 54Q: 3 clusters Score -2287372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2287373.750000 Penalty: 3202.612549
	Iteration 55Q: 3 clusters Score -2287374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2287375.250000 Penalty: 3202.612549
	Iteration 56Q: 3 clusters Score -2287375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2287377.250000 Penalty: 3202.612549
	Iteration 57Q: 3 clusters Score -2287377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2287378.500000 Penalty: 3202.612549
	Iteration 58Q: 3 clusters Score -2287378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2287381.500000 Penalty: 3202.612549
	Iteration 59Q: 3 clusters Score -2287382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2287383.250000 Penalty: 3202.612549
	Iteration 60F: 3 clusters Score -2287383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2287387.750000 Penalty: 3202.612549
	Iteration 61Q: 3 clusters Score -2287388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2287389.500000 Penalty: 3202.612549
	Iteration 62Q: 3 clusters Score -2287390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2287391.500000 Penalty: 3202.612549
	Iteration 63Q: 3 clusters Score -2287392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2287398.250000 Penalty: 3202.612549
	Iteration 64Q: 3 clusters Score -2287398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2287397.750000 Penalty: 3202.612549
	Iteration 65Q: 3 clusters Score -2287398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2287396.750000 Penalty: 3202.612549
	Iteration 66Q: 3 clusters Score -2287397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2287408.000000 Penalty: 3202.612549
	Iteration 67Q: 3 clusters Score -2287408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2287404.500000 Penalty: 3202.612549
	Iteration 68Q: 3 clusters Score -2287404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2287407.500000 Penalty: 3202.612549
	Iteration 69Q: 3 clusters Score -2287408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2287409.250000 Penalty: 3202.612549
	Iteration 70Q: 3 clusters Score -2287409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2287413.250000 Penalty: 3202.612549
	Iteration 71Q: 3 clusters Score -2287413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2287413.000000 Penalty: 3202.612549
	Iteration 72Q: 3 clusters Score -2287413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2287417.750000 Penalty: 3202.612549
	Iteration 73Q: 3 clusters Score -2287418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2287421.750000 Penalty: 3202.612549
	Iteration 74Q: 3 clusters Score -2287422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2287428.750000 Penalty: 3202.612549
	Iteration 75Q: 3 clusters Score -2287429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2287429.750000 Penalty: 3202.612549
	Iteration 76Q: 3 clusters Score -2287430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2287428.500000 Penalty: 3202.612549
	Iteration 77Q: 3 clusters Score -2287428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2287429.500000 Penalty: 3202.612549
	Iteration 78Q: 3 clusters Score -2287430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2287431.500000 Penalty: 3202.612549
	Iteration 79Q: 3 clusters Score -2287432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2287433.500000 Penalty: 3202.612549
	Iteration 80F: 3 clusters Score -2287434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2287429.000000 Penalty: 3202.612549
	Iteration 81Q: 3 clusters Score -2287429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2287430.000000 Penalty: 3202.612549
	Iteration 82Q: 3 clusters Score -2287430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2287430.250000 Penalty: 3202.612549
	Iteration 83Q: 3 clusters Score -2287430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2287430.500000 Penalty: 3202.612549
	Iteration 84Q: 3 clusters Score -2287430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2287432.250000 Penalty: 3202.612549
	Iteration 85Q: 3 clusters Score -2287432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2287434.750000 Penalty: 3202.612549
	Iteration 86Q: 3 clusters Score -2287435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2287434.500000 Penalty: 3202.612549
	Iteration 87Q: 3 clusters Score -2287434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2287434.500000 Penalty: 3202.612549
	Iteration 88F: 3 clusters Score -2287434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -15926.824219 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -15926.82 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 77 members 
Entering Unmasked Estep 
Score: -15356.719727 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15356.72 nChanged 23
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: -15443.423828 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15443.42 nChanged 6
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: -15462.441406 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -15462.44 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: -15465.517578 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -15465.52 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: -15468.294922 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -15468.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -15473.686523 Penalty: 1632.761108
	Iteration 5Q: 3 clusters Score -15473.69 nChanged 2
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: -15481.993164 Penalty: 1632.761108
	Iteration 6Q: 3 clusters Score -15481.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -15487.158203 Penalty: 1632.761108
	Iteration 7Q: 3 clusters Score -15487.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -15487.158203 Penalty: 1632.761108
	Iteration 8F: 3 clusters Score -15487.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Entering Unmasked Estep 
Score: -1581906.375000 Penalty: 1536.769775
	Iteration 0F: 2 clusters Score -1581906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1572937.625000 Penalty: 3073.539551
	Iteration 0F: 3 clusters Score -1572938 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1575965.625000 Penalty: 3073.539551
	Iteration 1F: 3 clusters Score -1575966 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1576185.000000 Penalty: 3073.539551
	Iteration 2Q: 3 clusters Score -1576185 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1576353.750000 Penalty: 3073.539551
	Iteration 3Q: 3 clusters Score -1576354 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1576479.500000 Penalty: 3073.539551
	Iteration 4Q: 3 clusters Score -1576480 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1576582.875000 Penalty: 3073.539551
	Iteration 5Q: 3 clusters Score -1576583 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1576663.000000 Penalty: 3073.539551
	Iteration 6Q: 3 clusters Score -1576663 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1576730.000000 Penalty: 3073.539551
	Iteration 7Q: 3 clusters Score -1576730 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1576780.250000 Penalty: 3073.539551
	Iteration 8Q: 3 clusters Score -1576780 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1576824.875000 Penalty: 3073.539551
	Iteration 9Q: 3 clusters Score -1576825 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1576883.625000 Penalty: 3073.539551
	Iteration 10Q: 3 clusters Score -1576884 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1576964.000000 Penalty: 3073.539551
	Iteration 11Q: 3 clusters Score -1576964 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1577069.125000 Penalty: 3073.539551
	Iteration 12Q: 3 clusters Score -1577069 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1577209.125000 Penalty: 3073.539551
	Iteration 13Q: 3 clusters Score -1577209 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1577375.875000 Penalty: 3073.539551
	Iteration 14Q: 3 clusters Score -1577376 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1577588.500000 Penalty: 3073.539551
	Iteration 15Q: 3 clusters Score -1577588 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1577885.000000 Penalty: 3073.539551
	Iteration 16Q: 3 clusters Score -1577885 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1578229.750000 Penalty: 3073.539551
	Iteration 17Q: 3 clusters Score -1578230 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1578699.125000 Penalty: 3073.539551
	Iteration 18F: 3 clusters Score -1578699 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1579195.250000 Penalty: 3073.539551
	Iteration 19Q: 3 clusters Score -1579195 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1579670.750000 Penalty: 3073.539551
	Iteration 20F: 3 clusters Score -1579671 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1580047.125000 Penalty: 3073.539551
	Iteration 21Q: 3 clusters Score -1580047 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1580248.875000 Penalty: 3073.539551
	Iteration 22Q: 3 clusters Score -1580249 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1580376.875000 Penalty: 3073.539551
	Iteration 23Q: 3 clusters Score -1580377 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1580470.625000 Penalty: 3073.539551
	Iteration 24Q: 3 clusters Score -1580471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1580539.375000 Penalty: 3073.539551
	Iteration 25Q: 3 clusters Score -1580539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1580572.875000 Penalty: 3073.539551
	Iteration 26Q: 3 clusters Score -1580573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1580594.875000 Penalty: 3073.539551
	Iteration 27Q: 3 clusters Score -1580595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1580598.000000 Penalty: 3073.539551
	Iteration 28Q: 3 clusters Score -1580598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1580603.375000 Penalty: 3073.539551
	Iteration 29Q: 3 clusters Score -1580603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1580611.625000 Penalty: 3073.539551
	Iteration 30Q: 3 clusters Score -1580612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1580613.125000 Penalty: 3073.539551
	Iteration 31Q: 3 clusters Score -1580613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1580613.125000 Penalty: 3073.539551
	Iteration 32F: 3 clusters Score -1580613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Entering Unmasked Estep 
Score: -2688672.250000 Penalty: 1624.812012
	Iteration 0F: 2 clusters Score -2688672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2673942.250000 Penalty: 3249.624023
	Iteration 0F: 3 clusters Score -2673942 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2679348.500000 Penalty: 3249.624023
	Iteration 1F: 3 clusters Score -2679348 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2679684.000000 Penalty: 3249.624023
	Iteration 2Q: 3 clusters Score -2679684 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2680016.250000 Penalty: 3249.624023
	Iteration 3Q: 3 clusters Score -2680016 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2680414.000000 Penalty: 3249.624023
	Iteration 4Q: 3 clusters Score -2680414 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2680899.500000 Penalty: 3249.624023
	Iteration 5Q: 3 clusters Score -2680900 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2681532.000000 Penalty: 3249.624023
	Iteration 6Q: 3 clusters Score -2681532 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2682209.250000 Penalty: 3249.624023
	Iteration 7F: 3 clusters Score -2682209 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2682896.000000 Penalty: 3249.624023
	Iteration 8Q: 3 clusters Score -2682896 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2683522.750000 Penalty: 3249.624023
	Iteration 9Q: 3 clusters Score -2683523 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2684089.750000 Penalty: 3249.624023
	Iteration 10Q: 3 clusters Score -2684090 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2684569.750000 Penalty: 3249.624023
	Iteration 11Q: 3 clusters Score -2684570 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2684981.500000 Penalty: 3249.624023
	Iteration 12Q: 3 clusters Score -2684982 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2685277.000000 Penalty: 3249.624023
	Iteration 13Q: 3 clusters Score -2685277 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2685536.250000 Penalty: 3249.624023
	Iteration 14Q: 3 clusters Score -2685536 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2685748.750000 Penalty: 3249.624023
	Iteration 15Q: 3 clusters Score -2685749 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2686021.250000 Penalty: 3249.624023
	Iteration 16Q: 3 clusters Score -2686021 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2686294.500000 Penalty: 3249.624023
	Iteration 17Q: 3 clusters Score -2686294 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2686524.500000 Penalty: 3249.624023
	Iteration 18Q: 3 clusters Score -2686524 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2686734.750000 Penalty: 3249.624023
	Iteration 19Q: 3 clusters Score -2686735 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2686856.750000 Penalty: 3249.624023
	Iteration 20F: 3 clusters Score -2686857 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2686959.250000 Penalty: 3249.624023
	Iteration 21Q: 3 clusters Score -2686959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2687046.000000 Penalty: 3249.624023
	Iteration 22Q: 3 clusters Score -2687046 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2687128.250000 Penalty: 3249.624023
	Iteration 23Q: 3 clusters Score -2687128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2687182.250000 Penalty: 3249.624023
	Iteration 24Q: 3 clusters Score -2687182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2687232.750000 Penalty: 3249.624023
	Iteration 25Q: 3 clusters Score -2687233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2687257.750000 Penalty: 3249.624023
	Iteration 26Q: 3 clusters Score -2687258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2687266.250000 Penalty: 3249.624023
	Iteration 27Q: 3 clusters Score -2687266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2687279.000000 Penalty: 3249.624023
	Iteration 28Q: 3 clusters Score -2687279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2687284.250000 Penalty: 3249.624023
	Iteration 29Q: 3 clusters Score -2687284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2687284.250000 Penalty: 3249.624023
	Iteration 30Q: 3 clusters Score -2687284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2687296.750000 Penalty: 3249.624023
	Iteration 31Q: 3 clusters Score -2687297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2687299.750000 Penalty: 3249.624023
	Iteration 32Q: 3 clusters Score -2687300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2687305.750000 Penalty: 3249.624023
	Iteration 33Q: 3 clusters Score -2687306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2687310.750000 Penalty: 3249.624023
	Iteration 34Q: 3 clusters Score -2687311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2687313.250000 Penalty: 3249.624023
	Iteration 35Q: 3 clusters Score -2687313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2687316.750000 Penalty: 3249.624023
	Iteration 36Q: 3 clusters Score -2687317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2687322.500000 Penalty: 3249.624023
	Iteration 37Q: 3 clusters Score -2687322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2687322.500000 Penalty: 3249.624023
	Iteration 38Q: 3 clusters Score -2687322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2687326.250000 Penalty: 3249.624023
	Iteration 39Q: 3 clusters Score -2687326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2687331.250000 Penalty: 3249.624023
	Iteration 40F: 3 clusters Score -2687331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2687326.250000 Penalty: 3249.624023
	Iteration 41Q: 3 clusters Score -2687326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2687329.750000 Penalty: 3249.624023
	Iteration 42Q: 3 clusters Score -2687330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2687331.250000 Penalty: 3249.624023
	Iteration 43Q: 3 clusters Score -2687331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2687331.750000 Penalty: 3249.624023
	Iteration 44Q: 3 clusters Score -2687332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2687334.500000 Penalty: 3249.624023
	Iteration 45Q: 3 clusters Score -2687334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2687333.500000 Penalty: 3249.624023
	Iteration 46Q: 3 clusters Score -2687334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2687338.000000 Penalty: 3249.624023
	Iteration 47Q: 3 clusters Score -2687338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2687340.250000 Penalty: 3249.624023
	Iteration 48Q: 3 clusters Score -2687340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2687340.000000 Penalty: 3249.624023
	Iteration 49Q: 3 clusters Score -2687340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2687342.750000 Penalty: 3249.624023
	Iteration 50Q: 3 clusters Score -2687343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2687347.250000 Penalty: 3249.624023
	Iteration 51Q: 3 clusters Score -2687347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2687346.500000 Penalty: 3249.624023
	Iteration 52Q: 3 clusters Score -2687346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2687349.500000 Penalty: 3249.624023
	Iteration 53Q: 3 clusters Score -2687350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2687350.250000 Penalty: 3249.624023
	Iteration 54Q: 3 clusters Score -2687350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2687352.250000 Penalty: 3249.624023
	Iteration 55Q: 3 clusters Score -2687352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2687354.000000 Penalty: 3249.624023
	Iteration 56Q: 3 clusters Score -2687354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2687351.500000 Penalty: 3249.624023
	Iteration 57Q: 3 clusters Score -2687352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2687356.000000 Penalty: 3249.624023
	Iteration 58Q: 3 clusters Score -2687356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2687360.000000 Penalty: 3249.624023
	Iteration 59Q: 3 clusters Score -2687360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2687364.500000 Penalty: 3249.624023
	Iteration 60F: 3 clusters Score -2687364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2687363.500000 Penalty: 3249.624023
	Iteration 61Q: 3 clusters Score -2687364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2687366.750000 Penalty: 3249.624023
	Iteration 62Q: 3 clusters Score -2687367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2687373.500000 Penalty: 3249.624023
	Iteration 63Q: 3 clusters Score -2687374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2687381.000000 Penalty: 3249.624023
	Iteration 64Q: 3 clusters Score -2687381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2687387.750000 Penalty: 3249.624023
	Iteration 65Q: 3 clusters Score -2687388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2687391.250000 Penalty: 3249.624023
	Iteration 66Q: 3 clusters Score -2687391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2687392.500000 Penalty: 3249.624023
	Iteration 67Q: 3 clusters Score -2687392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2687392.500000 Penalty: 3249.624023
	Iteration 68F: 3 clusters Score -2687392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Entering Unmasked Estep 
Score: -3038060.500000 Penalty: 1645.440918
	Iteration 0F: 2 clusters Score -3038060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3021287.250000 Penalty: 3290.881836
	Iteration 0F: 3 clusters Score -3021287 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3027694.000000 Penalty: 3290.881836
	Iteration 1F: 3 clusters Score -3027694 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3028220.500000 Penalty: 3290.881836
	Iteration 2F: 3 clusters Score -3028220 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3028773.750000 Penalty: 3290.881836
	Iteration 3Q: 3 clusters Score -3028774 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -3029415.500000 Penalty: 3290.881836
	Iteration 4Q: 3 clusters Score -3029416 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3030071.500000 Penalty: 3290.881836
	Iteration 5F: 3 clusters Score -3030072 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3030685.250000 Penalty: 3290.881836
	Iteration 6Q: 3 clusters Score -3030685 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3031342.750000 Penalty: 3290.881836
	Iteration 7Q: 3 clusters Score -3031343 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3032056.250000 Penalty: 3290.881836
	Iteration 8Q: 3 clusters Score -3032056 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3032785.750000 Penalty: 3290.881836
	Iteration 9Q: 3 clusters Score -3032786 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3033506.250000 Penalty: 3290.881836
	Iteration 10Q: 3 clusters Score -3033506 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3034204.250000 Penalty: 3290.881836
	Iteration 11Q: 3 clusters Score -3034204 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3034788.500000 Penalty: 3290.881836
	Iteration 12Q: 3 clusters Score -3034788 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3035265.750000 Penalty: 3290.881836
	Iteration 13Q: 3 clusters Score -3035266 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3035657.000000 Penalty: 3290.881836
	Iteration 14Q: 3 clusters Score -3035657 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3035955.500000 Penalty: 3290.881836
	Iteration 15Q: 3 clusters Score -3035956 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3036191.000000 Penalty: 3290.881836
	Iteration 16Q: 3 clusters Score -3036191 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3036349.750000 Penalty: 3290.881836
	Iteration 17Q: 3 clusters Score -3036350 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3036445.000000 Penalty: 3290.881836
	Iteration 18Q: 3 clusters Score -3036445 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3036504.500000 Penalty: 3290.881836
	Iteration 19Q: 3 clusters Score -3036504 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3036554.750000 Penalty: 3290.881836
	Iteration 20F: 3 clusters Score -3036555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3036586.750000 Penalty: 3290.881836
	Iteration 21Q: 3 clusters Score -3036587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3036613.000000 Penalty: 3290.881836
	Iteration 22Q: 3 clusters Score -3036613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3036638.750000 Penalty: 3290.881836
	Iteration 23Q: 3 clusters Score -3036639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3036650.500000 Penalty: 3290.881836
	Iteration 24Q: 3 clusters Score -3036650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3036664.000000 Penalty: 3290.881836
	Iteration 25Q: 3 clusters Score -3036664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3036672.500000 Penalty: 3290.881836
	Iteration 26Q: 3 clusters Score -3036672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3036686.250000 Penalty: 3290.881836
	Iteration 27Q: 3 clusters Score -3036686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3036694.250000 Penalty: 3290.881836
	Iteration 28Q: 3 clusters Score -3036694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3036698.000000 Penalty: 3290.881836
	Iteration 29Q: 3 clusters Score -3036698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3036699.000000 Penalty: 3290.881836
	Iteration 30Q: 3 clusters Score -3036699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3036702.250000 Penalty: 3290.881836
	Iteration 31Q: 3 clusters Score -3036702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3036703.750000 Penalty: 3290.881836
	Iteration 32Q: 3 clusters Score -3036704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3036708.250000 Penalty: 3290.881836
	Iteration 33Q: 3 clusters Score -3036708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3036711.250000 Penalty: 3290.881836
	Iteration 34Q: 3 clusters Score -3036711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3036722.500000 Penalty: 3290.881836
	Iteration 35Q: 3 clusters Score -3036722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3036725.500000 Penalty: 3290.881836
	Iteration 36Q: 3 clusters Score -3036726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3036731.250000 Penalty: 3290.881836
	Iteration 37Q: 3 clusters Score -3036731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3036730.750000 Penalty: 3290.881836
	Iteration 38Q: 3 clusters Score -3036731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3036732.500000 Penalty: 3290.881836
	Iteration 39Q: 3 clusters Score -3036732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3036734.750000 Penalty: 3290.881836
	Iteration 40F: 3 clusters Score -3036735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3036736.500000 Penalty: 3290.881836
	Iteration 41Q: 3 clusters Score -3036736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3036737.500000 Penalty: 3290.881836
	Iteration 42Q: 3 clusters Score -3036738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3036740.250000 Penalty: 3290.881836
	Iteration 43Q: 3 clusters Score -3036740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3036742.750000 Penalty: 3290.881836
	Iteration 44Q: 3 clusters Score -3036743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3036745.500000 Penalty: 3290.881836
	Iteration 45Q: 3 clusters Score -3036746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3036746.750000 Penalty: 3290.881836
	Iteration 46Q: 3 clusters Score -3036747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3036755.500000 Penalty: 3290.881836
	Iteration 47Q: 3 clusters Score -3036756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3036767.750000 Penalty: 3290.881836
	Iteration 48Q: 3 clusters Score -3036768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3036772.000000 Penalty: 3290.881836
	Iteration 49Q: 3 clusters Score -3036772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3036776.000000 Penalty: 3290.881836
	Iteration 50Q: 3 clusters Score -3036776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3036777.000000 Penalty: 3290.881836
	Iteration 51Q: 3 clusters Score -3036777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3036777.000000 Penalty: 3290.881836
	Iteration 52F: 3 clusters Score -3036777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -199845.187500 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -199845.2 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 896 members 
Entering Unmasked Estep 
Score: -197950.984375 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -197951 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -198330.531250 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -198330.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -198460.593750 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -198460.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -198537.640625 Penalty: 2422.219238
	Iteration 3F: 3 clusters Score -198537.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -198593.281250 Penalty: 2422.219238
	Iteration 4Q: 3 clusters Score -198593.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -198632.390625 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -198632.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -198663.921875 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -198663.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -198688.500000 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -198688.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -198706.656250 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -198706.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -198722.109375 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -198722.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -198732.828125 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -198732.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -198751.937500 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -198751.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -198776.718750 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -198776.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -198801.515625 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -198801.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -198832.078125 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -198832.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -198853.609375 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -198853.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -198872.171875 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -198872.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -198898.734375 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -198898.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -198924.453125 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -198924.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -198941.671875 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -198941.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -198954.671875 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -198954.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -198975.140625 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -198975.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -198986.640625 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -198986.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -198990.843750 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -198990.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -198993.062500 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -198993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -198994.671875 Penalty: 2422.219238
	Iteration 25Q: 3 clusters Score -198994.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -198995.906250 Penalty: 2422.219238
	Iteration 26Q: 3 clusters Score -198995.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -198997.421875 Penalty: 2422.219238
	Iteration 27Q: 3 clusters Score -198997.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -198998.781250 Penalty: 2422.219238
	Iteration 28Q: 3 clusters Score -198998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -198999.203125 Penalty: 2422.219238
	Iteration 29Q: 3 clusters Score -198999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -198999.203125 Penalty: 2422.219238
	Iteration 30F: 3 clusters Score -198999.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Entering Unmasked Estep 
Score: -1433994.250000 Penalty: 1522.761841
	Iteration 0F: 2 clusters Score -1433994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1425684.375000 Penalty: 3045.523682
	Iteration 0F: 3 clusters Score -1425684 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1428495.625000 Penalty: 3045.523682
	Iteration 1F: 3 clusters Score -1428496 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1428734.125000 Penalty: 3045.523682
	Iteration 2F: 3 clusters Score -1428734 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1428920.000000 Penalty: 3045.523682
	Iteration 3Q: 3 clusters Score -1428920 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1429073.000000 Penalty: 3045.523682
	Iteration 4Q: 3 clusters Score -1429073 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1429221.125000 Penalty: 3045.523682
	Iteration 5Q: 3 clusters Score -1429221 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1429370.375000 Penalty: 3045.523682
	Iteration 6Q: 3 clusters Score -1429370 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1429550.625000 Penalty: 3045.523682
	Iteration 7Q: 3 clusters Score -1429551 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1429770.500000 Penalty: 3045.523682
	Iteration 8Q: 3 clusters Score -1429770 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1430014.625000 Penalty: 3045.523682
	Iteration 9Q: 3 clusters Score -1430015 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1430303.625000 Penalty: 3045.523682
	Iteration 10Q: 3 clusters Score -1430304 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1430648.750000 Penalty: 3045.523682
	Iteration 11Q: 3 clusters Score -1430649 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1430971.250000 Penalty: 3045.523682
	Iteration 12Q: 3 clusters Score -1430971 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1431277.625000 Penalty: 3045.523682
	Iteration 13Q: 3 clusters Score -1431278 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1431490.125000 Penalty: 3045.523682
	Iteration 14Q: 3 clusters Score -1431490 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1431679.125000 Penalty: 3045.523682
	Iteration 15Q: 3 clusters Score -1431679 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1431819.750000 Penalty: 3045.523682
	Iteration 16Q: 3 clusters Score -1431820 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1431951.625000 Penalty: 3045.523682
	Iteration 17Q: 3 clusters Score -1431952 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1432080.500000 Penalty: 3045.523682
	Iteration 18Q: 3 clusters Score -1432080 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1432178.375000 Penalty: 3045.523682
	Iteration 19Q: 3 clusters Score -1432178 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1432256.250000 Penalty: 3045.523682
	Iteration 20F: 3 clusters Score -1432256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1432309.750000 Penalty: 3045.523682
	Iteration 21Q: 3 clusters Score -1432310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1432362.875000 Penalty: 3045.523682
	Iteration 22Q: 3 clusters Score -1432363 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1432392.875000 Penalty: 3045.523682
	Iteration 23Q: 3 clusters Score -1432393 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1432422.500000 Penalty: 3045.523682
	Iteration 24Q: 3 clusters Score -1432422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1432467.125000 Penalty: 3045.523682
	Iteration 25Q: 3 clusters Score -1432467 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1432501.875000 Penalty: 3045.523682
	Iteration 26Q: 3 clusters Score -1432502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1432535.375000 Penalty: 3045.523682
	Iteration 27Q: 3 clusters Score -1432535 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1432563.875000 Penalty: 3045.523682
	Iteration 28Q: 3 clusters Score -1432564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1432585.375000 Penalty: 3045.523682
	Iteration 29Q: 3 clusters Score -1432585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1432598.750000 Penalty: 3045.523682
	Iteration 30Q: 3 clusters Score -1432599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1432616.375000 Penalty: 3045.523682
	Iteration 31Q: 3 clusters Score -1432616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1432626.000000 Penalty: 3045.523682
	Iteration 32Q: 3 clusters Score -1432626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1432638.625000 Penalty: 3045.523682
	Iteration 33Q: 3 clusters Score -1432639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1432647.250000 Penalty: 3045.523682
	Iteration 34Q: 3 clusters Score -1432647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1432660.875000 Penalty: 3045.523682
	Iteration 35Q: 3 clusters Score -1432661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1432673.500000 Penalty: 3045.523682
	Iteration 36Q: 3 clusters Score -1432674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1432685.625000 Penalty: 3045.523682
	Iteration 37Q: 3 clusters Score -1432686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1432694.000000 Penalty: 3045.523682
	Iteration 38Q: 3 clusters Score -1432694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1432697.250000 Penalty: 3045.523682
	Iteration 39Q: 3 clusters Score -1432697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1432703.000000 Penalty: 3045.523682
	Iteration 40F: 3 clusters Score -1432703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1432707.000000 Penalty: 3045.523682
	Iteration 41Q: 3 clusters Score -1432707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1432712.750000 Penalty: 3045.523682
	Iteration 42Q: 3 clusters Score -1432713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1432716.625000 Penalty: 3045.523682
	Iteration 43Q: 3 clusters Score -1432717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1432716.500000 Penalty: 3045.523682
	Iteration 44Q: 3 clusters Score -1432716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1432718.000000 Penalty: 3045.523682
	Iteration 45Q: 3 clusters Score -1432718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1432717.375000 Penalty: 3045.523682
	Iteration 46Q: 3 clusters Score -1432717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1432718.375000 Penalty: 3045.523682
	Iteration 47Q: 3 clusters Score -1432718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1432718.375000 Penalty: 3045.523682
	Iteration 48F: 3 clusters Score -1432718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 23138 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29535 members 
Mstep: Class 8 contains 34780 members 
Mstep: Class 10 contains 19038 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 22001 members 
Mstep: Class 18 contains 24979 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 11741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443760.000000 Penalty: 27982.333984
Iteration 199Q: 15 clusters Score -2.644376e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4782 members 
Mstep: Class 5 contains 23138 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29557 members 
Mstep: Class 8 contains 34776 members 
Mstep: Class 10 contains 19027 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 15 contains 22005 members 
Mstep: Class 18 contains 24959 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 11728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443810.000000 Penalty: 27982.333984
Iteration 200F: 15 clusters Score -2.644381e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23140 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29584 members 
Mstep: Class 8 contains 34754 members 
Mstep: Class 10 contains 19019 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 22011 members 
Mstep: Class 18 contains 24942 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 11712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443834.000000 Penalty: 27982.333984
Iteration 201Q: 15 clusters Score -2.644383e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4780 members 
Mstep: Class 5 contains 23140 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29618 members 
Mstep: Class 8 contains 34730 members 
Mstep: Class 10 contains 19012 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 15 contains 22011 members 
Mstep: Class 18 contains 24934 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 11689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443860.000000 Penalty: 27982.333984
Iteration 202Q: 15 clusters Score -2.644386e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4780 members 
Mstep: Class 5 contains 23139 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29648 members 
Mstep: Class 8 contains 34698 members 
Mstep: Class 10 contains 19013 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 22018 members 
Mstep: Class 18 contains 24931 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 11658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443864.000000 Penalty: 27982.333984
Iteration 203Q: 15 clusters Score -2.644386e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4782 members 
Mstep: Class 5 contains 23132 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29659 members 
Mstep: Class 8 contains 34702 members 
Mstep: Class 10 contains 19018 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 22019 members 
Mstep: Class 18 contains 24921 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 11634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443888.000000 Penalty: 27982.333984
Iteration 204Q: 15 clusters Score -2.644389e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23126 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29681 members 
Mstep: Class 8 contains 34701 members 
Mstep: Class 10 contains 19018 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 22018 members 
Mstep: Class 18 contains 24918 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 11600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443896.000000 Penalty: 27982.333984
Iteration 205Q: 15 clusters Score -2.64439e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23129 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29698 members 
Mstep: Class 8 contains 34699 members 
Mstep: Class 10 contains 19019 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12788 members 
Mstep: Class 15 contains 22007 members 
Mstep: Class 18 contains 24909 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 11581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443918.000000 Penalty: 27982.333984
Iteration 206Q: 15 clusters Score -2.644392e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 23130 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29703 members 
Mstep: Class 8 contains 34691 members 
Mstep: Class 10 contains 19020 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 22004 members 
Mstep: Class 18 contains 24920 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 11562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443928.000000 Penalty: 27982.333984
Iteration 207Q: 15 clusters Score -2.644393e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29724 members 
Mstep: Class 8 contains 34700 members 
Mstep: Class 10 contains 19019 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 22002 members 
Mstep: Class 18 contains 24924 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 11542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443966.000000 Penalty: 27982.333984
Iteration 208Q: 15 clusters Score -2.644397e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23115 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29744 members 
Mstep: Class 8 contains 34700 members 
Mstep: Class 10 contains 19019 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 22004 members 
Mstep: Class 18 contains 24920 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 11530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443904.000000 Penalty: 27982.333984
Iteration 209Q: 15 clusters Score -2.64439e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23111 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29743 members 
Mstep: Class 8 contains 34712 members 
Mstep: Class 10 contains 19016 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 22008 members 
Mstep: Class 18 contains 24922 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 11508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443960.000000 Penalty: 27982.333984
Iteration 210Q: 15 clusters Score -2.644396e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23106 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29754 members 
Mstep: Class 8 contains 34713 members 
Mstep: Class 10 contains 19015 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12796 members 
Mstep: Class 15 contains 22029 members 
Mstep: Class 18 contains 24910 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 11483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443996.000000 Penalty: 27982.333984
Iteration 211Q: 15 clusters Score -2.6444e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23103 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29770 members 
Mstep: Class 8 contains 34720 members 
Mstep: Class 10 contains 19011 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12797 members 
Mstep: Class 15 contains 22035 members 
Mstep: Class 18 contains 24904 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443990.000000 Penalty: 27982.333984
Iteration 212Q: 15 clusters Score -2.644399e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23100 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29764 members 
Mstep: Class 8 contains 34730 members 
Mstep: Class 10 contains 19012 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 22036 members 
Mstep: Class 18 contains 24899 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444038.000000 Penalty: 27982.333984
Iteration 213Q: 15 clusters Score -2.644404e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23096 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29757 members 
Mstep: Class 8 contains 34742 members 
Mstep: Class 10 contains 19005 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 22035 members 
Mstep: Class 18 contains 24896 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444056.000000 Penalty: 27982.333984
Iteration 214Q: 15 clusters Score -2.644406e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23095 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29763 members 
Mstep: Class 8 contains 34745 members 
Mstep: Class 10 contains 19003 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 22040 members 
Mstep: Class 18 contains 24891 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444096.000000 Penalty: 27982.333984
Iteration 215Q: 15 clusters Score -2.64441e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 23093 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29777 members 
Mstep: Class 8 contains 34741 members 
Mstep: Class 10 contains 18998 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 22041 members 
Mstep: Class 18 contains 24888 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444118.000000 Penalty: 27982.333984
Iteration 216Q: 15 clusters Score -2.644412e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 23089 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29785 members 
Mstep: Class 8 contains 34746 members 
Mstep: Class 10 contains 18999 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 22041 members 
Mstep: Class 18 contains 24877 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444128.000000 Penalty: 27982.333984
Iteration 217Q: 15 clusters Score -2.644413e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 23090 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29787 members 
Mstep: Class 8 contains 34750 members 
Mstep: Class 10 contains 18998 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 22042 members 
Mstep: Class 18 contains 24873 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444136.000000 Penalty: 27982.333984
Iteration 218Q: 15 clusters Score -2.644414e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 23089 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29782 members 
Mstep: Class 8 contains 34760 members 
Mstep: Class 10 contains 18997 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 15 contains 22052 members 
Mstep: Class 18 contains 24871 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444148.000000 Penalty: 27982.333984
Iteration 219Q: 15 clusters Score -2.644415e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 23092 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29769 members 
Mstep: Class 8 contains 34771 members 
Mstep: Class 10 contains 18999 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 15 contains 22060 members 
Mstep: Class 18 contains 24866 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444086.000000 Penalty: 27982.333984
Iteration 220F: 15 clusters Score -2.644409e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 23095 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29745 members 
Mstep: Class 8 contains 34796 members 
Mstep: Class 10 contains 19006 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 15 contains 22064 members 
Mstep: Class 18 contains 24855 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 11346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444062.000000 Penalty: 27982.333984
Iteration 221Q: 15 clusters Score -2.644406e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 23098 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29750 members 
Mstep: Class 8 contains 34797 members 
Mstep: Class 10 contains 19008 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 22070 members 
Mstep: Class 18 contains 24851 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 11334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444102.000000 Penalty: 27982.333984
Iteration 222Q: 15 clusters Score -2.64441e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 23096 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29755 members 
Mstep: Class 8 contains 34803 members 
Mstep: Class 10 contains 19009 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 15 contains 22071 members 
Mstep: Class 18 contains 24843 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 11329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444064.000000 Penalty: 27982.333984
Iteration 223Q: 15 clusters Score -2.644406e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 23095 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29752 members 
Mstep: Class 8 contains 34804 members 
Mstep: Class 10 contains 19009 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 15 contains 22077 members 
Mstep: Class 18 contains 24834 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 11322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444050.000000 Penalty: 27982.333984
Iteration 224Q: 15 clusters Score -2.644405e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 23093 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29756 members 
Mstep: Class 8 contains 34805 members 
Mstep: Class 10 contains 19013 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 15 contains 22075 members 
Mstep: Class 18 contains 24827 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 11314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444038.000000 Penalty: 27982.333984
Iteration 225Q: 15 clusters Score -2.644404e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23099 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29755 members 
Mstep: Class 8 contains 34802 members 
Mstep: Class 10 contains 19020 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 22077 members 
Mstep: Class 18 contains 24825 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 11306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444046.000000 Penalty: 27982.333984
Iteration 226Q: 15 clusters Score -2.644405e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 23102 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29747 members 
Mstep: Class 8 contains 34807 members 
Mstep: Class 10 contains 19018 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 15 contains 22082 members 
Mstep: Class 18 contains 24823 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 11296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443998.000000 Penalty: 27982.333984
Iteration 227Q: 15 clusters Score -2.6444e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23104 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29742 members 
Mstep: Class 8 contains 34811 members 
Mstep: Class 10 contains 19019 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12797 members 
Mstep: Class 15 contains 22085 members 
Mstep: Class 18 contains 24826 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443980.000000 Penalty: 27982.333984
Iteration 228Q: 15 clusters Score -2.644398e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23105 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29741 members 
Mstep: Class 8 contains 34810 members 
Mstep: Class 10 contains 19018 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 15 contains 22095 members 
Mstep: Class 18 contains 24828 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444036.000000 Penalty: 27982.333984
Iteration 229Q: 15 clusters Score -2.644404e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23107 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29739 members 
Mstep: Class 8 contains 34813 members 
Mstep: Class 10 contains 19018 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 22096 members 
Mstep: Class 18 contains 24832 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 11282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444044.000000 Penalty: 27982.333984
Iteration 230Q: 15 clusters Score -2.644404e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23107 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29739 members 
Mstep: Class 8 contains 34824 members 
Mstep: Class 10 contains 19013 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 22097 members 
Mstep: Class 18 contains 24835 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 11277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444030.000000 Penalty: 27982.333984
Iteration 231Q: 15 clusters Score -2.644403e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23108 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29743 members 
Mstep: Class 8 contains 34826 members 
Mstep: Class 10 contains 19011 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 22098 members 
Mstep: Class 18 contains 24840 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 11274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444076.000000 Penalty: 27982.333984
Iteration 232Q: 15 clusters Score -2.644408e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23105 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29752 members 
Mstep: Class 8 contains 34822 members 
Mstep: Class 10 contains 19011 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12788 members 
Mstep: Class 15 contains 22101 members 
Mstep: Class 18 contains 24839 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 11267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444018.000000 Penalty: 27982.333984
Iteration 233Q: 15 clusters Score -2.644402e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23104 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29758 members 
Mstep: Class 8 contains 34811 members 
Mstep: Class 10 contains 19013 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 15 contains 22101 members 
Mstep: Class 18 contains 24845 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 11267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444026.000000 Penalty: 27982.333984
Iteration 234Q: 15 clusters Score -2.644403e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23102 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29756 members 
Mstep: Class 8 contains 34804 members 
Mstep: Class 10 contains 19012 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12783 members 
Mstep: Class 15 contains 22102 members 
Mstep: Class 18 contains 24856 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444014.000000 Penalty: 27982.333984
Iteration 235Q: 15 clusters Score -2.644401e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23101 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29752 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 10 contains 19015 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 15 contains 22098 members 
Mstep: Class 18 contains 24864 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444062.000000 Penalty: 27982.333984
Iteration 236Q: 15 clusters Score -2.644406e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23098 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29745 members 
Mstep: Class 8 contains 34805 members 
Mstep: Class 10 contains 19019 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12783 members 
Mstep: Class 15 contains 22098 members 
Mstep: Class 18 contains 24866 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444056.000000 Penalty: 27982.333984
Iteration 237Q: 15 clusters Score -2.644406e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23095 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29745 members 
Mstep: Class 8 contains 34804 members 
Mstep: Class 10 contains 19020 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 22100 members 
Mstep: Class 18 contains 24868 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444070.000000 Penalty: 27982.333984
Iteration 238Q: 15 clusters Score -2.644407e+07 nChanged 40
Entering ConstructFrom: 
Score: -26444070.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (34604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Entering Unmasked Estep 
Score: -4226321.500000 Penalty: 1698.405273
	Iteration 0F: 2 clusters Score -4226322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4203560.500000 Penalty: 3396.810547
	Iteration 0F: 3 clusters Score -4203560 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -4212624.000000 Penalty: 3396.810547
	Iteration 1F: 3 clusters Score -4212624 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -4213393.000000 Penalty: 3396.810547
	Iteration 2Q: 3 clusters Score -4213393 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -4214383.000000 Penalty: 3396.810547
	Iteration 3F: 3 clusters Score -4214383 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -4215618.000000 Penalty: 3396.810547
	Iteration 4F: 3 clusters Score -4215618 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -4217025.500000 Penalty: 3396.810547
	Iteration 5F: 3 clusters Score -4217026 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -4218605.500000 Penalty: 3396.810547
	Iteration 6F: 3 clusters Score -4218606 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4219985.000000 Penalty: 3396.810547
	Iteration 7F: 3 clusters Score -4219985 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4220962.000000 Penalty: 3396.810547
	Iteration 8F: 3 clusters Score -4220962 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4221624.500000 Penalty: 3396.810547
	Iteration 9Q: 3 clusters Score -4221624 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -4222033.000000 Penalty: 3396.810547
	Iteration 10Q: 3 clusters Score -4222033 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -4222353.500000 Penalty: 3396.810547
	Iteration 11Q: 3 clusters Score -4222354 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4222596.000000 Penalty: 3396.810547
	Iteration 12Q: 3 clusters Score -4222596 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4222828.500000 Penalty: 3396.810547
	Iteration 13Q: 3 clusters Score -4222828 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4223008.000000 Penalty: 3396.810547
	Iteration 14Q: 3 clusters Score -4223008 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4223222.000000 Penalty: 3396.810547
	Iteration 15Q: 3 clusters Score -4223222 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4223414.000000 Penalty: 3396.810547
	Iteration 16Q: 3 clusters Score -4223414 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -4223562.500000 Penalty: 3396.810547
	Iteration 17Q: 3 clusters Score -4223562 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -4223741.500000 Penalty: 3396.810547
	Iteration 18Q: 3 clusters Score -4223742 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -4223921.000000 Penalty: 3396.810547
	Iteration 19Q: 3 clusters Score -4223921 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -4224096.000000 Penalty: 3396.810547
	Iteration 20F: 3 clusters Score -4224096 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4224279.000000 Penalty: 3396.810547
	Iteration 21Q: 3 clusters Score -4224279 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -4224419.500000 Penalty: 3396.810547
	Iteration 22Q: 3 clusters Score -4224420 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -4224562.500000 Penalty: 3396.810547
	Iteration 23Q: 3 clusters Score -4224562 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -4224703.000000 Penalty: 3396.810547
	Iteration 24Q: 3 clusters Score -4224703 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -4224810.500000 Penalty: 3396.810547
	Iteration 25Q: 3 clusters Score -4224810 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -4224908.500000 Penalty: 3396.810547
	Iteration 26Q: 3 clusters Score -4224908 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -4224980.500000 Penalty: 3396.810547
	Iteration 27Q: 3 clusters Score -4224980 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -4225055.000000 Penalty: 3396.810547
	Iteration 28Q: 3 clusters Score -4225055 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -4225117.000000 Penalty: 3396.810547
	Iteration 29Q: 3 clusters Score -4225117 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -4225157.000000 Penalty: 3396.810547
	Iteration 30Q: 3 clusters Score -4225157 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -4225215.500000 Penalty: 3396.810547
	Iteration 31Q: 3 clusters Score -4225216 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -4225222.500000 Penalty: 3396.810547
	Iteration 32Q: 3 clusters Score -4225222 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -4225243.000000 Penalty: 3396.810547
	Iteration 33Q: 3 clusters Score -4225243 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -4225268.500000 Penalty: 3396.810547
	Iteration 34Q: 3 clusters Score -4225268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -4225291.500000 Penalty: 3396.810547
	Iteration 35Q: 3 clusters Score -4225292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -4225293.000000 Penalty: 3396.810547
	Iteration 36Q: 3 clusters Score -4225293 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -4225307.000000 Penalty: 3396.810547
	Iteration 37Q: 3 clusters Score -4225307 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -4225326.500000 Penalty: 3396.810547
	Iteration 38Q: 3 clusters Score -4225326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -4225338.500000 Penalty: 3396.810547
	Iteration 39Q: 3 clusters Score -4225338 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4225356.000000 Penalty: 3396.810547
	Iteration 40F: 3 clusters Score -4225356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -4225380.500000 Penalty: 3396.810547
	Iteration 41Q: 3 clusters Score -4225380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -4225397.000000 Penalty: 3396.810547
	Iteration 42Q: 3 clusters Score -4225397 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -4225404.000000 Penalty: 3396.810547
	Iteration 43Q: 3 clusters Score -4225404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -4225408.500000 Penalty: 3396.810547
	Iteration 44Q: 3 clusters Score -4225408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -4225405.500000 Penalty: 3396.810547
	Iteration 45Q: 3 clusters Score -4225406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -4225415.500000 Penalty: 3396.810547
	Iteration 46Q: 3 clusters Score -4225416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -4225425.500000 Penalty: 3396.810547
	Iteration 47Q: 3 clusters Score -4225426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4225427.500000 Penalty: 3396.810547
	Iteration 48Q: 3 clusters Score -4225428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -4225439.000000 Penalty: 3396.810547
	Iteration 49Q: 3 clusters Score -4225439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -4225437.000000 Penalty: 3396.810547
	Iteration 50Q: 3 clusters Score -4225437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -4225440.000000 Penalty: 3396.810547
	Iteration 51Q: 3 clusters Score -4225440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -4225441.500000 Penalty: 3396.810547
	Iteration 52Q: 3 clusters Score -4225442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -4225442.500000 Penalty: 3396.810547
	Iteration 53Q: 3 clusters Score -4225442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4225437.500000 Penalty: 3396.810547
	Iteration 54Q: 3 clusters Score -4225438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4225441.000000 Penalty: 3396.810547
	Iteration 55Q: 3 clusters Score -4225441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -4225451.000000 Penalty: 3396.810547
	Iteration 56Q: 3 clusters Score -4225451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -4225448.500000 Penalty: 3396.810547
	Iteration 57Q: 3 clusters Score -4225448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4225443.000000 Penalty: 3396.810547
	Iteration 58Q: 3 clusters Score -4225443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -4225455.000000 Penalty: 3396.810547
	Iteration 59Q: 3 clusters Score -4225455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -4225446.500000 Penalty: 3396.810547
	Iteration 60F: 3 clusters Score -4225446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -4225453.000000 Penalty: 3396.810547
	Iteration 61Q: 3 clusters Score -4225453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -4225451.500000 Penalty: 3396.810547
	Iteration 62Q: 3 clusters Score -4225452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -4225452.000000 Penalty: 3396.810547
	Iteration 63Q: 3 clusters Score -4225452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -4225453.500000 Penalty: 3396.810547
	Iteration 64Q: 3 clusters Score -4225454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -4225458.500000 Penalty: 3396.810547
	Iteration 65Q: 3 clusters Score -4225458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -4225457.500000 Penalty: 3396.810547
	Iteration 66Q: 3 clusters Score -4225458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -4225458.500000 Penalty: 3396.810547
	Iteration 67Q: 3 clusters Score -4225458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -4225455.500000 Penalty: 3396.810547
	Iteration 68Q: 3 clusters Score -4225456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4225455.000000 Penalty: 3396.810547
	Iteration 69Q: 3 clusters Score -4225455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -4225452.000000 Penalty: 3396.810547
	Iteration 70Q: 3 clusters Score -4225452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4225450.500000 Penalty: 3396.810547
	Iteration 71Q: 3 clusters Score -4225450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -4225452.000000 Penalty: 3396.810547
	Iteration 72Q: 3 clusters Score -4225452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -4225451.000000 Penalty: 3396.810547
	Iteration 73Q: 3 clusters Score -4225451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -4225451.000000 Penalty: 3396.810547
	Iteration 74F: 3 clusters Score -4225451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -38151.027344 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -38151.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37321.589844 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -37321.59 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37468.390625 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -37468.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37536.097656 Penalty: 1930.555664
	Iteration 2Q: 3 clusters Score -37536.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37562.421875 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -37562.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37606.121094 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -37606.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37636.273438 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -37636.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -37662.316406 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -37662.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37685.078125 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -37685.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -37710.980469 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -37710.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37740.097656 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -37740.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -37758.335938 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -37758.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -37780.566406 Penalty: 1930.555664
	Iteration 11Q: 3 clusters Score -37780.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -37783.160156 Penalty: 1930.555664
	Iteration 12Q: 3 clusters Score -37783.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -37785.902344 Penalty: 1930.555664
	Iteration 13Q: 3 clusters Score -37785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -37790.117188 Penalty: 1930.555664
	Iteration 14Q: 3 clusters Score -37790.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -37796.265625 Penalty: 1930.555664
	Iteration 15Q: 3 clusters Score -37796.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -37803.894531 Penalty: 1930.555664
	Iteration 16Q: 3 clusters Score -37803.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -37808.960938 Penalty: 1930.555664
	Iteration 17Q: 3 clusters Score -37808.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -37811.238281 Penalty: 1930.555664
	Iteration 18Q: 3 clusters Score -37811.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -37812.390625 Penalty: 1930.555664
	Iteration 19Q: 3 clusters Score -37812.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -37812.390625 Penalty: 1930.555664
	Iteration 20F: 3 clusters Score -37812.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -554870.812500 Penalty: 1376.901611
	Iteration 0F: 2 clusters Score -554870.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -551119.187500 Penalty: 2753.803223
	Iteration 0F: 3 clusters Score -551119.2 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -552379.000000 Penalty: 2753.803223
	Iteration 1F: 3 clusters Score -552379 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -552768.000000 Penalty: 2753.803223
	Iteration 2F: 3 clusters Score -552768 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -553085.000000 Penalty: 2753.803223
	Iteration 3F: 3 clusters Score -553085 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -553344.937500 Penalty: 2753.803223
	Iteration 4F: 3 clusters Score -553344.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -553549.187500 Penalty: 2753.803223
	Iteration 5F: 3 clusters Score -553549.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -553682.750000 Penalty: 2753.803223
	Iteration 6Q: 3 clusters Score -553682.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -553753.187500 Penalty: 2753.803223
	Iteration 7Q: 3 clusters Score -553753.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -553785.687500 Penalty: 2753.803223
	Iteration 8Q: 3 clusters Score -553785.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -553805.812500 Penalty: 2753.803223
	Iteration 9Q: 3 clusters Score -553805.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -553822.750000 Penalty: 2753.803223
	Iteration 10Q: 3 clusters Score -553822.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -553838.625000 Penalty: 2753.803223
	Iteration 11Q: 3 clusters Score -553838.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -553847.625000 Penalty: 2753.803223
	Iteration 12Q: 3 clusters Score -553847.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -553855.000000 Penalty: 2753.803223
	Iteration 13Q: 3 clusters Score -553855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -553864.812500 Penalty: 2753.803223
	Iteration 14Q: 3 clusters Score -553864.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -553875.687500 Penalty: 2753.803223
	Iteration 15Q: 3 clusters Score -553875.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -553886.562500 Penalty: 2753.803223
	Iteration 16Q: 3 clusters Score -553886.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -553893.750000 Penalty: 2753.803223
	Iteration 17Q: 3 clusters Score -553893.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -553896.750000 Penalty: 2753.803223
	Iteration 18Q: 3 clusters Score -553896.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -553900.375000 Penalty: 2753.803223
	Iteration 19Q: 3 clusters Score -553900.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -553905.437500 Penalty: 2753.803223
	Iteration 20F: 3 clusters Score -553905.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -553914.500000 Penalty: 2753.803223
	Iteration 21Q: 3 clusters Score -553914.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -553927.062500 Penalty: 2753.803223
	Iteration 22Q: 3 clusters Score -553927.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -553937.125000 Penalty: 2753.803223
	Iteration 23Q: 3 clusters Score -553937.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -553943.125000 Penalty: 2753.803223
	Iteration 24Q: 3 clusters Score -553943.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -553946.062500 Penalty: 2753.803223
	Iteration 25Q: 3 clusters Score -553946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -553948.812500 Penalty: 2753.803223
	Iteration 26Q: 3 clusters Score -553948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -553949.875000 Penalty: 2753.803223
	Iteration 27Q: 3 clusters Score -553949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -553950.562500 Penalty: 2753.803223
	Iteration 28Q: 3 clusters Score -553950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -553949.437500 Penalty: 2753.803223
	Iteration 29Q: 3 clusters Score -553949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -553949.437500 Penalty: 2753.803223
	Iteration 30F: 3 clusters Score -553949.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Entering Unmasked Estep 
Score: -2849280.500000 Penalty: 1632.690796
	Iteration 0F: 2 clusters Score -2849280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2833589.000000 Penalty: 3265.381592
	Iteration 0F: 3 clusters Score -2833589 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2839539.750000 Penalty: 3265.381592
	Iteration 1F: 3 clusters Score -2839540 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2840028.250000 Penalty: 3265.381592
	Iteration 2F: 3 clusters Score -2840028 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2840565.250000 Penalty: 3265.381592
	Iteration 3F: 3 clusters Score -2840565 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2841271.500000 Penalty: 3265.381592
	Iteration 4F: 3 clusters Score -2841272 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2842089.500000 Penalty: 3265.381592
	Iteration 5F: 3 clusters Score -2842090 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2843022.500000 Penalty: 3265.381592
	Iteration 6F: 3 clusters Score -2843022 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2843913.750000 Penalty: 3265.381592
	Iteration 7F: 3 clusters Score -2843914 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2844784.750000 Penalty: 3265.381592
	Iteration 8F: 3 clusters Score -2844785 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2845515.500000 Penalty: 3265.381592
	Iteration 9Q: 3 clusters Score -2845516 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2846107.500000 Penalty: 3265.381592
	Iteration 10Q: 3 clusters Score -2846108 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2846541.500000 Penalty: 3265.381592
	Iteration 11Q: 3 clusters Score -2846542 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2846939.500000 Penalty: 3265.381592
	Iteration 12Q: 3 clusters Score -2846940 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2847226.000000 Penalty: 3265.381592
	Iteration 13Q: 3 clusters Score -2847226 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2847444.500000 Penalty: 3265.381592
	Iteration 14Q: 3 clusters Score -2847444 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2847578.500000 Penalty: 3265.381592
	Iteration 15Q: 3 clusters Score -2847578 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2847684.000000 Penalty: 3265.381592
	Iteration 16Q: 3 clusters Score -2847684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2847792.000000 Penalty: 3265.381592
	Iteration 17Q: 3 clusters Score -2847792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2847840.250000 Penalty: 3265.381592
	Iteration 18Q: 3 clusters Score -2847840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2847882.750000 Penalty: 3265.381592
	Iteration 19Q: 3 clusters Score -2847883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2847913.750000 Penalty: 3265.381592
	Iteration 20F: 3 clusters Score -2847914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2847925.750000 Penalty: 3265.381592
	Iteration 21Q: 3 clusters Score -2847926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2847935.250000 Penalty: 3265.381592
	Iteration 22Q: 3 clusters Score -2847935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2847942.500000 Penalty: 3265.381592
	Iteration 23Q: 3 clusters Score -2847942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2847944.500000 Penalty: 3265.381592
	Iteration 24Q: 3 clusters Score -2847944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2847960.000000 Penalty: 3265.381592
	Iteration 25Q: 3 clusters Score -2847960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2847965.500000 Penalty: 3265.381592
	Iteration 26Q: 3 clusters Score -2847966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2847967.500000 Penalty: 3265.381592
	Iteration 27Q: 3 clusters Score -2847968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2847970.750000 Penalty: 3265.381592
	Iteration 28Q: 3 clusters Score -2847971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2847969.250000 Penalty: 3265.381592
	Iteration 29Q: 3 clusters Score -2847969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2847973.000000 Penalty: 3265.381592
	Iteration 30Q: 3 clusters Score -2847973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2847978.250000 Penalty: 3265.381592
	Iteration 31Q: 3 clusters Score -2847978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2847976.500000 Penalty: 3265.381592
	Iteration 32Q: 3 clusters Score -2847976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2847974.750000 Penalty: 3265.381592
	Iteration 33Q: 3 clusters Score -2847975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2847979.250000 Penalty: 3265.381592
	Iteration 34Q: 3 clusters Score -2847979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2847983.000000 Penalty: 3265.381592
	Iteration 35Q: 3 clusters Score -2847983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2847980.250000 Penalty: 3265.381592
	Iteration 36Q: 3 clusters Score -2847980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2847980.250000 Penalty: 3265.381592
	Iteration 37F: 3 clusters Score -2847980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53649.703125 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52709.863281 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52709.86 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52853.113281 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52853.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -52886.125000 Penalty: 1884.705200
	Iteration 2Q: 3 clusters Score -52886.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -52912.882812 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52912.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -52921.355469 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52921.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52927.578125 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -52927.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -52928.406250 Penalty: 1884.705200
	Iteration 6Q: 3 clusters Score -52928.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -52928.406250 Penalty: 1884.705200
	Iteration 7F: 3 clusters Score -52928.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Entering Unmasked Estep 
Score: -3704003.000000 Penalty: 1673.823120
	Iteration 0F: 2 clusters Score -3704003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3686424.750000 Penalty: 3347.646240
	Iteration 0F: 3 clusters Score -3686425 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3694066.000000 Penalty: 3347.646240
	Iteration 1F: 3 clusters Score -3694066 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3694643.500000 Penalty: 3347.646240
	Iteration 2F: 3 clusters Score -3694644 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3695415.500000 Penalty: 3347.646240
	Iteration 3F: 3 clusters Score -3695416 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3696606.750000 Penalty: 3347.646240
	Iteration 4F: 3 clusters Score -3696607 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3698223.250000 Penalty: 3347.646240
	Iteration 5F: 3 clusters Score -3698223 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3699784.750000 Penalty: 3347.646240
	Iteration 6F: 3 clusters Score -3699785 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3700903.750000 Penalty: 3347.646240
	Iteration 7F: 3 clusters Score -3700904 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3701594.250000 Penalty: 3347.646240
	Iteration 8Q: 3 clusters Score -3701594 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3702008.750000 Penalty: 3347.646240
	Iteration 9Q: 3 clusters Score -3702009 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3702257.750000 Penalty: 3347.646240
	Iteration 10Q: 3 clusters Score -3702258 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3702389.250000 Penalty: 3347.646240
	Iteration 11Q: 3 clusters Score -3702389 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3702493.000000 Penalty: 3347.646240
	Iteration 12Q: 3 clusters Score -3702493 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3702541.750000 Penalty: 3347.646240
	Iteration 13Q: 3 clusters Score -3702542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3702558.250000 Penalty: 3347.646240
	Iteration 14Q: 3 clusters Score -3702558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3702579.500000 Penalty: 3347.646240
	Iteration 15Q: 3 clusters Score -3702580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3702590.000000 Penalty: 3347.646240
	Iteration 16Q: 3 clusters Score -3702590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3702606.250000 Penalty: 3347.646240
	Iteration 17Q: 3 clusters Score -3702606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3702611.250000 Penalty: 3347.646240
	Iteration 18Q: 3 clusters Score -3702611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3702623.000000 Penalty: 3347.646240
	Iteration 19Q: 3 clusters Score -3702623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3702632.750000 Penalty: 3347.646240
	Iteration 20F: 3 clusters Score -3702633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3702643.750000 Penalty: 3347.646240
	Iteration 21Q: 3 clusters Score -3702644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3702639.000000 Penalty: 3347.646240
	Iteration 22Q: 3 clusters Score -3702639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3702645.000000 Penalty: 3347.646240
	Iteration 23Q: 3 clusters Score -3702645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3702648.250000 Penalty: 3347.646240
	Iteration 24Q: 3 clusters Score -3702648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3702650.750000 Penalty: 3347.646240
	Iteration 25Q: 3 clusters Score -3702651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3702648.750000 Penalty: 3347.646240
	Iteration 26Q: 3 clusters Score -3702649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3702656.000000 Penalty: 3347.646240
	Iteration 27Q: 3 clusters Score -3702656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3702654.250000 Penalty: 3347.646240
	Iteration 28Q: 3 clusters Score -3702654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3702654.250000 Penalty: 3347.646240
	Iteration 29F: 3 clusters Score -3702654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Entering Unmasked Estep 
Score: -4334415.500000 Penalty: 1699.327759
	Iteration 0F: 2 clusters Score -4334416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4313487.500000 Penalty: 3398.655518
	Iteration 0F: 3 clusters Score -4313488 nChanged 16062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -4322715.000000 Penalty: 3398.655518
	Iteration 1F: 3 clusters Score -4322715 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -4323252.500000 Penalty: 3398.655518
	Iteration 2Q: 3 clusters Score -4323252 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4323940.000000 Penalty: 3398.655518
	Iteration 3Q: 3 clusters Score -4323940 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4324780.500000 Penalty: 3398.655518
	Iteration 4F: 3 clusters Score -4324780 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4325757.000000 Penalty: 3398.655518
	Iteration 5F: 3 clusters Score -4325757 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4326897.000000 Penalty: 3398.655518
	Iteration 6F: 3 clusters Score -4326897 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4328105.000000 Penalty: 3398.655518
	Iteration 7F: 3 clusters Score -4328105 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4329283.000000 Penalty: 3398.655518
	Iteration 8F: 3 clusters Score -4329283 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4330158.500000 Penalty: 3398.655518
	Iteration 9F: 3 clusters Score -4330158 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -4330650.000000 Penalty: 3398.655518
	Iteration 10Q: 3 clusters Score -4330650 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -4330962.000000 Penalty: 3398.655518
	Iteration 11Q: 3 clusters Score -4330962 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4331107.000000 Penalty: 3398.655518
	Iteration 12Q: 3 clusters Score -4331107 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -4331295.000000 Penalty: 3398.655518
	Iteration 13Q: 3 clusters Score -4331295 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -4331444.500000 Penalty: 3398.655518
	Iteration 14Q: 3 clusters Score -4331444 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -4331542.000000 Penalty: 3398.655518
	Iteration 15Q: 3 clusters Score -4331542 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -4331673.500000 Penalty: 3398.655518
	Iteration 16Q: 3 clusters Score -4331674 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -4331768.000000 Penalty: 3398.655518
	Iteration 17Q: 3 clusters Score -4331768 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -4331847.000000 Penalty: 3398.655518
	Iteration 18Q: 3 clusters Score -4331847 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -4331904.000000 Penalty: 3398.655518
	Iteration 19Q: 3 clusters Score -4331904 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -4331975.500000 Penalty: 3398.655518
	Iteration 20F: 3 clusters Score -4331976 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4332017.500000 Penalty: 3398.655518
	Iteration 21Q: 3 clusters Score -4332018 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4332060.500000 Penalty: 3398.655518
	Iteration 22Q: 3 clusters Score -4332060 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4332100.500000 Penalty: 3398.655518
	Iteration 23Q: 3 clusters Score -4332100 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -4332147.000000 Penalty: 3398.655518
	Iteration 24Q: 3 clusters Score -4332147 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -4332179.000000 Penalty: 3398.655518
	Iteration 25Q: 3 clusters Score -4332179 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -4332193.500000 Penalty: 3398.655518
	Iteration 26Q: 3 clusters Score -4332194 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -4332233.500000 Penalty: 3398.655518
	Iteration 27Q: 3 clusters Score -4332234 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -4332234.000000 Penalty: 3398.655518
	Iteration 28Q: 3 clusters Score -4332234 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -4332267.000000 Penalty: 3398.655518
	Iteration 29Q: 3 clusters Score -4332267 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4332279.500000 Penalty: 3398.655518
	Iteration 30Q: 3 clusters Score -4332280 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -4332279.000000 Penalty: 3398.655518
	Iteration 31Q: 3 clusters Score -4332279 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -4332309.000000 Penalty: 3398.655518
	Iteration 32Q: 3 clusters Score -4332309 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -4332302.000000 Penalty: 3398.655518
	Iteration 33Q: 3 clusters Score -4332302 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -4332303.000000 Penalty: 3398.655518
	Iteration 34Q: 3 clusters Score -4332303 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -4332309.000000 Penalty: 3398.655518
	Iteration 35Q: 3 clusters Score -4332309 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -4332308.500000 Penalty: 3398.655518
	Iteration 36Q: 3 clusters Score -4332308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4332312.500000 Penalty: 3398.655518
	Iteration 37Q: 3 clusters Score -4332312 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -4332321.000000 Penalty: 3398.655518
	Iteration 38Q: 3 clusters Score -4332321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -4332320.500000 Penalty: 3398.655518
	Iteration 39Q: 3 clusters Score -4332320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -4332320.500000 Penalty: 3398.655518
	Iteration 40F: 3 clusters Score -4332320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4332322.500000 Penalty: 3398.655518
	Iteration 41Q: 3 clusters Score -4332322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4332325.000000 Penalty: 3398.655518
	Iteration 42Q: 3 clusters Score -4332325 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -4332328.000000 Penalty: 3398.655518
	Iteration 43Q: 3 clusters Score -4332328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -4332337.500000 Penalty: 3398.655518
	Iteration 44Q: 3 clusters Score -4332338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -4332345.000000 Penalty: 3398.655518
	Iteration 45Q: 3 clusters Score -4332345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -4332342.000000 Penalty: 3398.655518
	Iteration 46Q: 3 clusters Score -4332342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -4332345.500000 Penalty: 3398.655518
	Iteration 47Q: 3 clusters Score -4332346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -4332349.000000 Penalty: 3398.655518
	Iteration 48Q: 3 clusters Score -4332349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -4332350.000000 Penalty: 3398.655518
	Iteration 49Q: 3 clusters Score -4332350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -4332342.000000 Penalty: 3398.655518
	Iteration 50Q: 3 clusters Score -4332342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -4332337.000000 Penalty: 3398.655518
	Iteration 51Q: 3 clusters Score -4332337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -4332337.500000 Penalty: 3398.655518
	Iteration 52Q: 3 clusters Score -4332338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -4332339.000000 Penalty: 3398.655518
	Iteration 53Q: 3 clusters Score -4332339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -4332347.000000 Penalty: 3398.655518
	Iteration 54Q: 3 clusters Score -4332347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -4332348.500000 Penalty: 3398.655518
	Iteration 55Q: 3 clusters Score -4332348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -4332341.000000 Penalty: 3398.655518
	Iteration 56Q: 3 clusters Score -4332341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4332338.000000 Penalty: 3398.655518
	Iteration 57Q: 3 clusters Score -4332338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -4332335.000000 Penalty: 3398.655518
	Iteration 58Q: 3 clusters Score -4332335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -4332348.500000 Penalty: 3398.655518
	Iteration 59Q: 3 clusters Score -4332348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4332357.500000 Penalty: 3398.655518
	Iteration 60F: 3 clusters Score -4332358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -4332356.500000 Penalty: 3398.655518
	Iteration 61Q: 3 clusters Score -4332356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -4332361.500000 Penalty: 3398.655518
	Iteration 62Q: 3 clusters Score -4332362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4332356.500000 Penalty: 3398.655518
	Iteration 63Q: 3 clusters Score -4332356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4332359.000000 Penalty: 3398.655518
	Iteration 64Q: 3 clusters Score -4332359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -4332368.000000 Penalty: 3398.655518
	Iteration 65Q: 3 clusters Score -4332368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4332372.500000 Penalty: 3398.655518
	Iteration 66Q: 3 clusters Score -4332372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4332371.000000 Penalty: 3398.655518
	Iteration 67Q: 3 clusters Score -4332371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -4332375.000000 Penalty: 3398.655518
	Iteration 68Q: 3 clusters Score -4332375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -4332370.000000 Penalty: 3398.655518
	Iteration 69Q: 3 clusters Score -4332370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -4332368.500000 Penalty: 3398.655518
	Iteration 70Q: 3 clusters Score -4332368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -4332375.000000 Penalty: 3398.655518
	Iteration 71Q: 3 clusters Score -4332375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -4332378.500000 Penalty: 3398.655518
	Iteration 72Q: 3 clusters Score -4332378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -4332382.000000 Penalty: 3398.655518
	Iteration 73Q: 3 clusters Score -4332382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4332382.000000 Penalty: 3398.655518
	Iteration 74Q: 3 clusters Score -4332382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -4332381.500000 Penalty: 3398.655518
	Iteration 75Q: 3 clusters Score -4332382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -4332377.000000 Penalty: 3398.655518
	Iteration 76Q: 3 clusters Score -4332377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4332375.500000 Penalty: 3398.655518
	Iteration 77Q: 3 clusters Score -4332376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4332375.500000 Penalty: 3398.655518
	Iteration 78F: 3 clusters Score -4332376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Entering Unmasked Estep 
Score: -2286777.000000 Penalty: 1601.161133
	Iteration 0F: 2 clusters Score -2286777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2273733.250000 Penalty: 3202.322266
	Iteration 0F: 3 clusters Score -2273733 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2278407.750000 Penalty: 3202.322266
	Iteration 1F: 3 clusters Score -2278408 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2278719.000000 Penalty: 3202.322266
	Iteration 2Q: 3 clusters Score -2278719 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2279000.000000 Penalty: 3202.322266
	Iteration 3Q: 3 clusters Score -2279000 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2279301.000000 Penalty: 3202.322266
	Iteration 4Q: 3 clusters Score -2279301 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2279670.500000 Penalty: 3202.322266
	Iteration 5Q: 3 clusters Score -2279670 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2280170.250000 Penalty: 3202.322266
	Iteration 6F: 3 clusters Score -2280170 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2280837.750000 Penalty: 3202.322266
	Iteration 7F: 3 clusters Score -2280838 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2281699.500000 Penalty: 3202.322266
	Iteration 8F: 3 clusters Score -2281700 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2282668.500000 Penalty: 3202.322266
	Iteration 9F: 3 clusters Score -2282668 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2283614.500000 Penalty: 3202.322266
	Iteration 10F: 3 clusters Score -2283614 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2284287.500000 Penalty: 3202.322266
	Iteration 11Q: 3 clusters Score -2284288 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2284784.000000 Penalty: 3202.322266
	Iteration 12Q: 3 clusters Score -2284784 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2285097.250000 Penalty: 3202.322266
	Iteration 13Q: 3 clusters Score -2285097 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2285256.250000 Penalty: 3202.322266
	Iteration 14Q: 3 clusters Score -2285256 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2285355.750000 Penalty: 3202.322266
	Iteration 15Q: 3 clusters Score -2285356 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2285451.000000 Penalty: 3202.322266
	Iteration 16Q: 3 clusters Score -2285451 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2285502.250000 Penalty: 3202.322266
	Iteration 17Q: 3 clusters Score -2285502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2285539.250000 Penalty: 3202.322266
	Iteration 18Q: 3 clusters Score -2285539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2285574.750000 Penalty: 3202.322266
	Iteration 19Q: 3 clusters Score -2285575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2285612.500000 Penalty: 3202.322266
	Iteration 20F: 3 clusters Score -2285612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2285642.500000 Penalty: 3202.322266
	Iteration 21Q: 3 clusters Score -2285642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2285676.750000 Penalty: 3202.322266
	Iteration 22Q: 3 clusters Score -2285677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2285700.750000 Penalty: 3202.322266
	Iteration 23Q: 3 clusters Score -2285701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2285716.250000 Penalty: 3202.322266
	Iteration 24Q: 3 clusters Score -2285716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2285719.250000 Penalty: 3202.322266
	Iteration 25Q: 3 clusters Score -2285719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2285727.750000 Penalty: 3202.322266
	Iteration 26Q: 3 clusters Score -2285728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2285735.000000 Penalty: 3202.322266
	Iteration 27Q: 3 clusters Score -2285735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2285740.250000 Penalty: 3202.322266
	Iteration 28Q: 3 clusters Score -2285740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2285749.000000 Penalty: 3202.322266
	Iteration 29Q: 3 clusters Score -2285749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2285753.250000 Penalty: 3202.322266
	Iteration 30Q: 3 clusters Score -2285753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2285759.250000 Penalty: 3202.322266
	Iteration 31Q: 3 clusters Score -2285759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2285766.500000 Penalty: 3202.322266
	Iteration 32Q: 3 clusters Score -2285766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2285768.500000 Penalty: 3202.322266
	Iteration 33Q: 3 clusters Score -2285768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2285775.000000 Penalty: 3202.322266
	Iteration 34Q: 3 clusters Score -2285775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2285774.500000 Penalty: 3202.322266
	Iteration 35Q: 3 clusters Score -2285774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2285773.250000 Penalty: 3202.322266
	Iteration 36Q: 3 clusters Score -2285773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2285773.750000 Penalty: 3202.322266
	Iteration 37Q: 3 clusters Score -2285774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2285776.750000 Penalty: 3202.322266
	Iteration 38Q: 3 clusters Score -2285777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2285782.500000 Penalty: 3202.322266
	Iteration 39Q: 3 clusters Score -2285782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2285781.750000 Penalty: 3202.322266
	Iteration 40F: 3 clusters Score -2285782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2285782.500000 Penalty: 3202.322266
	Iteration 41Q: 3 clusters Score -2285782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2285785.000000 Penalty: 3202.322266
	Iteration 42Q: 3 clusters Score -2285785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2285787.750000 Penalty: 3202.322266
	Iteration 43Q: 3 clusters Score -2285788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2285790.250000 Penalty: 3202.322266
	Iteration 44Q: 3 clusters Score -2285790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2285793.500000 Penalty: 3202.322266
	Iteration 45Q: 3 clusters Score -2285794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2285793.000000 Penalty: 3202.322266
	Iteration 46Q: 3 clusters Score -2285793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2285797.000000 Penalty: 3202.322266
	Iteration 47Q: 3 clusters Score -2285797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2285794.750000 Penalty: 3202.322266
	Iteration 48Q: 3 clusters Score -2285795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2285796.250000 Penalty: 3202.322266
	Iteration 49Q: 3 clusters Score -2285796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2285796.000000 Penalty: 3202.322266
	Iteration 50Q: 3 clusters Score -2285796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2285796.750000 Penalty: 3202.322266
	Iteration 51Q: 3 clusters Score -2285797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2285797.000000 Penalty: 3202.322266
	Iteration 52Q: 3 clusters Score -2285797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2285796.500000 Penalty: 3202.322266
	Iteration 53Q: 3 clusters Score -2285796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2285794.250000 Penalty: 3202.322266
	Iteration 54Q: 3 clusters Score -2285794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2285796.500000 Penalty: 3202.322266
	Iteration 55Q: 3 clusters Score -2285796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2285796.500000 Penalty: 3202.322266
	Iteration 56F: 3 clusters Score -2285796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -15926.824219 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -15926.82 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 75 members 
Entering Unmasked Estep 
Score: -15302.064453 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15302.06 nChanged 16
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: -15375.214844 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15375.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15387.988281 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -15387.99 nChanged 3
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: -15396.916992 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -15396.92 nChanged 0
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: -15396.916992 Penalty: 1632.761108
	Iteration 4F: 3 clusters Score -15396.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Entering Unmasked Estep 
Score: -1580186.625000 Penalty: 1536.579102
	Iteration 0F: 2 clusters Score -1580187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1571177.000000 Penalty: 3073.158203
	Iteration 0F: 3 clusters Score -1571177 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1574215.875000 Penalty: 3073.158203
	Iteration 1F: 3 clusters Score -1574216 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1574450.375000 Penalty: 3073.158203
	Iteration 2F: 3 clusters Score -1574450 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1574612.000000 Penalty: 3073.158203
	Iteration 3Q: 3 clusters Score -1574612 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1574728.000000 Penalty: 3073.158203
	Iteration 4Q: 3 clusters Score -1574728 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1574823.125000 Penalty: 3073.158203
	Iteration 5Q: 3 clusters Score -1574823 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1574895.500000 Penalty: 3073.158203
	Iteration 6Q: 3 clusters Score -1574896 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1574959.000000 Penalty: 3073.158203
	Iteration 7Q: 3 clusters Score -1574959 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1575034.875000 Penalty: 3073.158203
	Iteration 8Q: 3 clusters Score -1575035 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1575111.125000 Penalty: 3073.158203
	Iteration 9Q: 3 clusters Score -1575111 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1575210.750000 Penalty: 3073.158203
	Iteration 10Q: 3 clusters Score -1575211 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1575335.375000 Penalty: 3073.158203
	Iteration 11Q: 3 clusters Score -1575335 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1575472.875000 Penalty: 3073.158203
	Iteration 12Q: 3 clusters Score -1575473 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1575626.875000 Penalty: 3073.158203
	Iteration 13Q: 3 clusters Score -1575627 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1575800.750000 Penalty: 3073.158203
	Iteration 14Q: 3 clusters Score -1575801 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1576006.750000 Penalty: 3073.158203
	Iteration 15Q: 3 clusters Score -1576007 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1576276.125000 Penalty: 3073.158203
	Iteration 16Q: 3 clusters Score -1576276 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1576550.875000 Penalty: 3073.158203
	Iteration 17Q: 3 clusters Score -1576551 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1576797.500000 Penalty: 3073.158203
	Iteration 18Q: 3 clusters Score -1576798 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1576971.875000 Penalty: 3073.158203
	Iteration 19Q: 3 clusters Score -1576972 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1577077.625000 Penalty: 3073.158203
	Iteration 20F: 3 clusters Score -1577078 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1577142.375000 Penalty: 3073.158203
	Iteration 21Q: 3 clusters Score -1577142 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1577190.375000 Penalty: 3073.158203
	Iteration 22Q: 3 clusters Score -1577190 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1577228.875000 Penalty: 3073.158203
	Iteration 23Q: 3 clusters Score -1577229 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1577269.125000 Penalty: 3073.158203
	Iteration 24Q: 3 clusters Score -1577269 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1577317.250000 Penalty: 3073.158203
	Iteration 25Q: 3 clusters Score -1577317 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1577366.875000 Penalty: 3073.158203
	Iteration 26Q: 3 clusters Score -1577367 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1577415.500000 Penalty: 3073.158203
	Iteration 27Q: 3 clusters Score -1577416 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1577465.000000 Penalty: 3073.158203
	Iteration 28Q: 3 clusters Score -1577465 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1577502.500000 Penalty: 3073.158203
	Iteration 29Q: 3 clusters Score -1577502 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1577553.125000 Penalty: 3073.158203
	Iteration 30Q: 3 clusters Score -1577553 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1577613.375000 Penalty: 3073.158203
	Iteration 31Q: 3 clusters Score -1577613 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1577665.000000 Penalty: 3073.158203
	Iteration 32Q: 3 clusters Score -1577665 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1577722.250000 Penalty: 3073.158203
	Iteration 33Q: 3 clusters Score -1577722 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1577775.125000 Penalty: 3073.158203
	Iteration 34Q: 3 clusters Score -1577775 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1577841.375000 Penalty: 3073.158203
	Iteration 35Q: 3 clusters Score -1577841 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1577904.500000 Penalty: 3073.158203
	Iteration 36Q: 3 clusters Score -1577904 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1577960.000000 Penalty: 3073.158203
	Iteration 37Q: 3 clusters Score -1577960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1578009.375000 Penalty: 3073.158203
	Iteration 38Q: 3 clusters Score -1578009 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1578074.750000 Penalty: 3073.158203
	Iteration 39Q: 3 clusters Score -1578075 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1578131.625000 Penalty: 3073.158203
	Iteration 40F: 3 clusters Score -1578132 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1578198.625000 Penalty: 3073.158203
	Iteration 41Q: 3 clusters Score -1578199 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1578269.875000 Penalty: 3073.158203
	Iteration 42Q: 3 clusters Score -1578270 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1578345.875000 Penalty: 3073.158203
	Iteration 43Q: 3 clusters Score -1578346 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1578402.625000 Penalty: 3073.158203
	Iteration 44Q: 3 clusters Score -1578403 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1578461.875000 Penalty: 3073.158203
	Iteration 45Q: 3 clusters Score -1578462 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1578509.250000 Penalty: 3073.158203
	Iteration 46Q: 3 clusters Score -1578509 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1578555.375000 Penalty: 3073.158203
	Iteration 47Q: 3 clusters Score -1578555 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1578591.250000 Penalty: 3073.158203
	Iteration 48Q: 3 clusters Score -1578591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1578624.875000 Penalty: 3073.158203
	Iteration 49Q: 3 clusters Score -1578625 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1578649.500000 Penalty: 3073.158203
	Iteration 50Q: 3 clusters Score -1578650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1578658.750000 Penalty: 3073.158203
	Iteration 51Q: 3 clusters Score -1578659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1578669.000000 Penalty: 3073.158203
	Iteration 52Q: 3 clusters Score -1578669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1578686.500000 Penalty: 3073.158203
	Iteration 53Q: 3 clusters Score -1578686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1578698.500000 Penalty: 3073.158203
	Iteration 54Q: 3 clusters Score -1578698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1578714.250000 Penalty: 3073.158203
	Iteration 55Q: 3 clusters Score -1578714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1578735.500000 Penalty: 3073.158203
	Iteration 56Q: 3 clusters Score -1578736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1578754.125000 Penalty: 3073.158203
	Iteration 57Q: 3 clusters Score -1578754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1578771.875000 Penalty: 3073.158203
	Iteration 58Q: 3 clusters Score -1578772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1578788.375000 Penalty: 3073.158203
	Iteration 59Q: 3 clusters Score -1578788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1578795.625000 Penalty: 3073.158203
	Iteration 60F: 3 clusters Score -1578796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1578807.500000 Penalty: 3073.158203
	Iteration 61Q: 3 clusters Score -1578808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1578813.625000 Penalty: 3073.158203
	Iteration 62Q: 3 clusters Score -1578814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1578814.375000 Penalty: 3073.158203
	Iteration 63Q: 3 clusters Score -1578814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1578816.625000 Penalty: 3073.158203
	Iteration 64Q: 3 clusters Score -1578817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1578819.000000 Penalty: 3073.158203
	Iteration 65Q: 3 clusters Score -1578819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1578825.875000 Penalty: 3073.158203
	Iteration 66Q: 3 clusters Score -1578826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1578830.750000 Penalty: 3073.158203
	Iteration 67Q: 3 clusters Score -1578831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1578836.500000 Penalty: 3073.158203
	Iteration 68Q: 3 clusters Score -1578836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1578842.375000 Penalty: 3073.158203
	Iteration 69Q: 3 clusters Score -1578842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1578847.500000 Penalty: 3073.158203
	Iteration 70Q: 3 clusters Score -1578848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1578851.250000 Penalty: 3073.158203
	Iteration 71Q: 3 clusters Score -1578851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1578855.000000 Penalty: 3073.158203
	Iteration 72Q: 3 clusters Score -1578855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1578860.250000 Penalty: 3073.158203
	Iteration 73Q: 3 clusters Score -1578860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1578869.375000 Penalty: 3073.158203
	Iteration 74Q: 3 clusters Score -1578869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1578874.125000 Penalty: 3073.158203
	Iteration 75Q: 3 clusters Score -1578874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1578875.500000 Penalty: 3073.158203
	Iteration 76Q: 3 clusters Score -1578876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1578878.875000 Penalty: 3073.158203
	Iteration 77Q: 3 clusters Score -1578879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1578881.000000 Penalty: 3073.158203
	Iteration 78Q: 3 clusters Score -1578881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1578885.125000 Penalty: 3073.158203
	Iteration 79Q: 3 clusters Score -1578885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1578884.000000 Penalty: 3073.158203
	Iteration 80F: 3 clusters Score -1578884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1578884.000000 Penalty: 3073.158203
	Iteration 81Q: 3 clusters Score -1578884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1578884.000000 Penalty: 3073.158203
	Iteration 82F: 3 clusters Score -1578884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Entering Unmasked Estep 
Score: -2700940.250000 Penalty: 1625.556396
	Iteration 0F: 2 clusters Score -2700940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2686004.500000 Penalty: 3251.112793
	Iteration 0F: 3 clusters Score -2686004 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2691560.000000 Penalty: 3251.112793
	Iteration 1F: 3 clusters Score -2691560 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2691904.000000 Penalty: 3251.112793
	Iteration 2Q: 3 clusters Score -2691904 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2692231.000000 Penalty: 3251.112793
	Iteration 3Q: 3 clusters Score -2692231 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2692582.000000 Penalty: 3251.112793
	Iteration 4Q: 3 clusters Score -2692582 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2692974.750000 Penalty: 3251.112793
	Iteration 5Q: 3 clusters Score -2692975 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2693453.000000 Penalty: 3251.112793
	Iteration 6Q: 3 clusters Score -2693453 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2694079.000000 Penalty: 3251.112793
	Iteration 7Q: 3 clusters Score -2694079 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2694833.250000 Penalty: 3251.112793
	Iteration 8F: 3 clusters Score -2694833 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2695599.750000 Penalty: 3251.112793
	Iteration 9F: 3 clusters Score -2695600 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2696272.750000 Penalty: 3251.112793
	Iteration 10Q: 3 clusters Score -2696273 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2696727.750000 Penalty: 3251.112793
	Iteration 11Q: 3 clusters Score -2696728 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2696953.500000 Penalty: 3251.112793
	Iteration 12Q: 3 clusters Score -2696954 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2697075.500000 Penalty: 3251.112793
	Iteration 13Q: 3 clusters Score -2697076 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2697123.750000 Penalty: 3251.112793
	Iteration 14Q: 3 clusters Score -2697124 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2697163.250000 Penalty: 3251.112793
	Iteration 15Q: 3 clusters Score -2697163 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2697207.750000 Penalty: 3251.112793
	Iteration 16Q: 3 clusters Score -2697208 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2697241.000000 Penalty: 3251.112793
	Iteration 17Q: 3 clusters Score -2697241 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2697281.750000 Penalty: 3251.112793
	Iteration 18Q: 3 clusters Score -2697282 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2697328.500000 Penalty: 3251.112793
	Iteration 19Q: 3 clusters Score -2697328 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2697384.750000 Penalty: 3251.112793
	Iteration 20F: 3 clusters Score -2697385 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2697439.500000 Penalty: 3251.112793
	Iteration 21Q: 3 clusters Score -2697440 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2697527.500000 Penalty: 3251.112793
	Iteration 22Q: 3 clusters Score -2697528 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2697639.250000 Penalty: 3251.112793
	Iteration 23Q: 3 clusters Score -2697639 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2697789.500000 Penalty: 3251.112793
	Iteration 24Q: 3 clusters Score -2697790 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2697981.500000 Penalty: 3251.112793
	Iteration 25Q: 3 clusters Score -2697982 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2698140.500000 Penalty: 3251.112793
	Iteration 26Q: 3 clusters Score -2698140 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2698307.750000 Penalty: 3251.112793
	Iteration 27Q: 3 clusters Score -2698308 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2698457.500000 Penalty: 3251.112793
	Iteration 28Q: 3 clusters Score -2698458 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2698584.500000 Penalty: 3251.112793
	Iteration 29Q: 3 clusters Score -2698584 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2698691.250000 Penalty: 3251.112793
	Iteration 30Q: 3 clusters Score -2698691 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2698772.750000 Penalty: 3251.112793
	Iteration 31Q: 3 clusters Score -2698773 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2698837.000000 Penalty: 3251.112793
	Iteration 32Q: 3 clusters Score -2698837 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2698895.500000 Penalty: 3251.112793
	Iteration 33Q: 3 clusters Score -2698896 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2698942.500000 Penalty: 3251.112793
	Iteration 34Q: 3 clusters Score -2698942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2698974.750000 Penalty: 3251.112793
	Iteration 35Q: 3 clusters Score -2698975 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2699004.000000 Penalty: 3251.112793
	Iteration 36Q: 3 clusters Score -2699004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2699024.500000 Penalty: 3251.112793
	Iteration 37Q: 3 clusters Score -2699024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2699048.250000 Penalty: 3251.112793
	Iteration 38Q: 3 clusters Score -2699048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2699067.750000 Penalty: 3251.112793
	Iteration 39Q: 3 clusters Score -2699068 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2699104.250000 Penalty: 3251.112793
	Iteration 40F: 3 clusters Score -2699104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2699116.500000 Penalty: 3251.112793
	Iteration 41Q: 3 clusters Score -2699116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2699135.250000 Penalty: 3251.112793
	Iteration 42Q: 3 clusters Score -2699135 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2699142.000000 Penalty: 3251.112793
	Iteration 43Q: 3 clusters Score -2699142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2699155.000000 Penalty: 3251.112793
	Iteration 44Q: 3 clusters Score -2699155 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2699176.000000 Penalty: 3251.112793
	Iteration 45Q: 3 clusters Score -2699176 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2699189.750000 Penalty: 3251.112793
	Iteration 46Q: 3 clusters Score -2699190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2699215.000000 Penalty: 3251.112793
	Iteration 47Q: 3 clusters Score -2699215 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2699227.500000 Penalty: 3251.112793
	Iteration 48Q: 3 clusters Score -2699228 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2699241.750000 Penalty: 3251.112793
	Iteration 49Q: 3 clusters Score -2699242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2699267.250000 Penalty: 3251.112793
	Iteration 50Q: 3 clusters Score -2699267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2699270.250000 Penalty: 3251.112793
	Iteration 51Q: 3 clusters Score -2699270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2699280.000000 Penalty: 3251.112793
	Iteration 52Q: 3 clusters Score -2699280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2699299.000000 Penalty: 3251.112793
	Iteration 53Q: 3 clusters Score -2699299 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2699309.750000 Penalty: 3251.112793
	Iteration 54Q: 3 clusters Score -2699310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2699318.000000 Penalty: 3251.112793
	Iteration 55Q: 3 clusters Score -2699318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2699331.500000 Penalty: 3251.112793
	Iteration 56Q: 3 clusters Score -2699332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2699336.000000 Penalty: 3251.112793
	Iteration 57Q: 3 clusters Score -2699336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2699347.750000 Penalty: 3251.112793
	Iteration 58Q: 3 clusters Score -2699348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2699360.500000 Penalty: 3251.112793
	Iteration 59Q: 3 clusters Score -2699360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2699361.250000 Penalty: 3251.112793
	Iteration 60F: 3 clusters Score -2699361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2699375.500000 Penalty: 3251.112793
	Iteration 61Q: 3 clusters Score -2699376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2699385.500000 Penalty: 3251.112793
	Iteration 62Q: 3 clusters Score -2699386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2699394.000000 Penalty: 3251.112793
	Iteration 63Q: 3 clusters Score -2699394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2699408.250000 Penalty: 3251.112793
	Iteration 64Q: 3 clusters Score -2699408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2699416.750000 Penalty: 3251.112793
	Iteration 65Q: 3 clusters Score -2699417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2699426.000000 Penalty: 3251.112793
	Iteration 66Q: 3 clusters Score -2699426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2699422.000000 Penalty: 3251.112793
	Iteration 67Q: 3 clusters Score -2699422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2699433.000000 Penalty: 3251.112793
	Iteration 68Q: 3 clusters Score -2699433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2699439.750000 Penalty: 3251.112793
	Iteration 69Q: 3 clusters Score -2699440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2699441.500000 Penalty: 3251.112793
	Iteration 70Q: 3 clusters Score -2699442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2699437.750000 Penalty: 3251.112793
	Iteration 71Q: 3 clusters Score -2699438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2699440.000000 Penalty: 3251.112793
	Iteration 72Q: 3 clusters Score -2699440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2699448.000000 Penalty: 3251.112793
	Iteration 73Q: 3 clusters Score -2699448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2699451.750000 Penalty: 3251.112793
	Iteration 74Q: 3 clusters Score -2699452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2699452.750000 Penalty: 3251.112793
	Iteration 75Q: 3 clusters Score -2699453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2699451.750000 Penalty: 3251.112793
	Iteration 76Q: 3 clusters Score -2699452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2699454.500000 Penalty: 3251.112793
	Iteration 77Q: 3 clusters Score -2699454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2699458.750000 Penalty: 3251.112793
	Iteration 78Q: 3 clusters Score -2699459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2699458.250000 Penalty: 3251.112793
	Iteration 79Q: 3 clusters Score -2699458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2699460.250000 Penalty: 3251.112793
	Iteration 80F: 3 clusters Score -2699460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2699455.000000 Penalty: 3251.112793
	Iteration 81Q: 3 clusters Score -2699455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2699453.500000 Penalty: 3251.112793
	Iteration 82Q: 3 clusters Score -2699454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2699451.250000 Penalty: 3251.112793
	Iteration 83Q: 3 clusters Score -2699451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2699451.250000 Penalty: 3251.112793
	Iteration 84Q: 3 clusters Score -2699451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2699450.250000 Penalty: 3251.112793
	Iteration 85Q: 3 clusters Score -2699450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2699451.250000 Penalty: 3251.112793
	Iteration 86Q: 3 clusters Score -2699451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2699460.750000 Penalty: 3251.112793
	Iteration 87Q: 3 clusters Score -2699461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2699460.000000 Penalty: 3251.112793
	Iteration 88Q: 3 clusters Score -2699460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2699462.250000 Penalty: 3251.112793
	Iteration 89Q: 3 clusters Score -2699462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2699461.250000 Penalty: 3251.112793
	Iteration 90Q: 3 clusters Score -2699461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2699470.000000 Penalty: 3251.112793
	Iteration 91Q: 3 clusters Score -2699470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2699470.250000 Penalty: 3251.112793
	Iteration 92Q: 3 clusters Score -2699470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2699475.250000 Penalty: 3251.112793
	Iteration 93Q: 3 clusters Score -2699475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2699472.750000 Penalty: 3251.112793
	Iteration 94Q: 3 clusters Score -2699473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2699474.500000 Penalty: 3251.112793
	Iteration 95Q: 3 clusters Score -2699474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2699471.000000 Penalty: 3251.112793
	Iteration 96Q: 3 clusters Score -2699471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2699474.750000 Penalty: 3251.112793
	Iteration 97Q: 3 clusters Score -2699475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2699480.000000 Penalty: 3251.112793
	Iteration 98Q: 3 clusters Score -2699480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2699479.750000 Penalty: 3251.112793
	Iteration 99Q: 3 clusters Score -2699480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2699477.000000 Penalty: 3251.112793
	Iteration 100F: 3 clusters Score -2699477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2699478.500000 Penalty: 3251.112793
	Iteration 101Q: 3 clusters Score -2699478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2699481.500000 Penalty: 3251.112793
	Iteration 102Q: 3 clusters Score -2699482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2699483.500000 Penalty: 3251.112793
	Iteration 103Q: 3 clusters Score -2699484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2699481.000000 Penalty: 3251.112793
	Iteration 104Q: 3 clusters Score -2699481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2699479.750000 Penalty: 3251.112793
	Iteration 105Q: 3 clusters Score -2699480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2699479.250000 Penalty: 3251.112793
	Iteration 106Q: 3 clusters Score -2699479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2699479.500000 Penalty: 3251.112793
	Iteration 107Q: 3 clusters Score -2699480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2699472.000000 Penalty: 3251.112793
	Iteration 108Q: 3 clusters Score -2699472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2699470.000000 Penalty: 3251.112793
	Iteration 109Q: 3 clusters Score -2699470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2699470.000000 Penalty: 3251.112793
	Iteration 110F: 3 clusters Score -2699470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Entering Unmasked Estep 
Score: -3023805.000000 Penalty: 1644.717285
	Iteration 0F: 2 clusters Score -3023805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3007007.750000 Penalty: 3289.434570
	Iteration 0F: 3 clusters Score -3007008 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3013296.750000 Penalty: 3289.434570
	Iteration 1F: 3 clusters Score -3013297 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3013692.750000 Penalty: 3289.434570
	Iteration 2Q: 3 clusters Score -3013693 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3014147.000000 Penalty: 3289.434570
	Iteration 3Q: 3 clusters Score -3014147 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3014577.500000 Penalty: 3289.434570
	Iteration 4Q: 3 clusters Score -3014578 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3015116.000000 Penalty: 3289.434570
	Iteration 5Q: 3 clusters Score -3015116 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3015747.000000 Penalty: 3289.434570
	Iteration 6Q: 3 clusters Score -3015747 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3016489.250000 Penalty: 3289.434570
	Iteration 7F: 3 clusters Score -3016489 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3017290.000000 Penalty: 3289.434570
	Iteration 8F: 3 clusters Score -3017290 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3018140.250000 Penalty: 3289.434570
	Iteration 9Q: 3 clusters Score -3018140 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3018939.500000 Penalty: 3289.434570
	Iteration 10Q: 3 clusters Score -3018940 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3019719.500000 Penalty: 3289.434570
	Iteration 11Q: 3 clusters Score -3019720 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -3020339.500000 Penalty: 3289.434570
	Iteration 12Q: 3 clusters Score -3020340 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3020797.000000 Penalty: 3289.434570
	Iteration 13Q: 3 clusters Score -3020797 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -3021149.750000 Penalty: 3289.434570
	Iteration 14Q: 3 clusters Score -3021150 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3021415.250000 Penalty: 3289.434570
	Iteration 15Q: 3 clusters Score -3021415 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -3021615.000000 Penalty: 3289.434570
	Iteration 16Q: 3 clusters Score -3021615 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3021786.500000 Penalty: 3289.434570
	Iteration 17Q: 3 clusters Score -3021786 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3021919.250000 Penalty: 3289.434570
	Iteration 18Q: 3 clusters Score -3021919 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3022019.250000 Penalty: 3289.434570
	Iteration 19Q: 3 clusters Score -3022019 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3022131.250000 Penalty: 3289.434570
	Iteration 20F: 3 clusters Score -3022131 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3022207.000000 Penalty: 3289.434570
	Iteration 21Q: 3 clusters Score -3022207 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3022271.500000 Penalty: 3289.434570
	Iteration 22Q: 3 clusters Score -3022272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3022321.500000 Penalty: 3289.434570
	Iteration 23Q: 3 clusters Score -3022322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -3022365.000000 Penalty: 3289.434570
	Iteration 24Q: 3 clusters Score -3022365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3022399.250000 Penalty: 3289.434570
	Iteration 25Q: 3 clusters Score -3022399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -3022420.250000 Penalty: 3289.434570
	Iteration 26Q: 3 clusters Score -3022420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3022428.000000 Penalty: 3289.434570
	Iteration 27Q: 3 clusters Score -3022428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3022436.250000 Penalty: 3289.434570
	Iteration 28Q: 3 clusters Score -3022436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3022438.750000 Penalty: 3289.434570
	Iteration 29Q: 3 clusters Score -3022439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3022438.750000 Penalty: 3289.434570
	Iteration 30Q: 3 clusters Score -3022439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3022445.750000 Penalty: 3289.434570
	Iteration 31Q: 3 clusters Score -3022446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3022456.000000 Penalty: 3289.434570
	Iteration 32Q: 3 clusters Score -3022456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3022460.000000 Penalty: 3289.434570
	Iteration 33Q: 3 clusters Score -3022460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3022475.750000 Penalty: 3289.434570
	Iteration 34Q: 3 clusters Score -3022476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3022486.000000 Penalty: 3289.434570
	Iteration 35Q: 3 clusters Score -3022486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3022486.250000 Penalty: 3289.434570
	Iteration 36Q: 3 clusters Score -3022486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3022492.500000 Penalty: 3289.434570
	Iteration 37Q: 3 clusters Score -3022492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3022497.500000 Penalty: 3289.434570
	Iteration 38Q: 3 clusters Score -3022498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3022503.000000 Penalty: 3289.434570
	Iteration 39Q: 3 clusters Score -3022503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3022505.000000 Penalty: 3289.434570
	Iteration 40F: 3 clusters Score -3022505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3022506.500000 Penalty: 3289.434570
	Iteration 41Q: 3 clusters Score -3022506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3022507.000000 Penalty: 3289.434570
	Iteration 42Q: 3 clusters Score -3022507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3022507.000000 Penalty: 3289.434570
	Iteration 43F: 3 clusters Score -3022507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -200521.609375 Penalty: 1211.673950
	Iteration 0F: 2 clusters Score -200521.6 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 883 members 
Entering Unmasked Estep 
Score: -198609.125000 Penalty: 2423.347900
	Iteration 0F: 3 clusters Score -198609.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -198998.500000 Penalty: 2423.347900
	Iteration 1F: 3 clusters Score -198998.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -199101.062500 Penalty: 2423.347900
	Iteration 2F: 3 clusters Score -199101.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -199154.468750 Penalty: 2423.347900
	Iteration 3Q: 3 clusters Score -199154.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -199183.234375 Penalty: 2423.347900
	Iteration 4Q: 3 clusters Score -199183.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -199203.390625 Penalty: 2423.347900
	Iteration 5Q: 3 clusters Score -199203.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -199218.281250 Penalty: 2423.347900
	Iteration 6Q: 3 clusters Score -199218.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -199229.140625 Penalty: 2423.347900
	Iteration 7Q: 3 clusters Score -199229.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -199235.171875 Penalty: 2423.347900
	Iteration 8Q: 3 clusters Score -199235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -199237.812500 Penalty: 2423.347900
	Iteration 9Q: 3 clusters Score -199237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -199239.875000 Penalty: 2423.347900
	Iteration 10Q: 3 clusters Score -199239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -199241.843750 Penalty: 2423.347900
	Iteration 11Q: 3 clusters Score -199241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -199243.015625 Penalty: 2423.347900
	Iteration 12Q: 3 clusters Score -199243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -199244.359375 Penalty: 2423.347900
	Iteration 13Q: 3 clusters Score -199244.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -199245.890625 Penalty: 2423.347900
	Iteration 14Q: 3 clusters Score -199245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -199247.312500 Penalty: 2423.347900
	Iteration 15Q: 3 clusters Score -199247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -199247.703125 Penalty: 2423.347900
	Iteration 16Q: 3 clusters Score -199247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -199249.343750 Penalty: 2423.347900
	Iteration 17Q: 3 clusters Score -199249.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -199251.687500 Penalty: 2423.347900
	Iteration 18Q: 3 clusters Score -199251.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -199252.375000 Penalty: 2423.347900
	Iteration 19Q: 3 clusters Score -199252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -199253.421875 Penalty: 2423.347900
	Iteration 20F: 3 clusters Score -199253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -199254.015625 Penalty: 2423.347900
	Iteration 21Q: 3 clusters Score -199254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -199254.015625 Penalty: 2423.347900
	Iteration 22F: 3 clusters Score -199254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Entering Unmasked Estep 
Score: -1376803.500000 Penalty: 1516.065430
	Iteration 0F: 2 clusters Score -1376804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1368767.125000 Penalty: 3032.130859
	Iteration 0F: 3 clusters Score -1368767 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1371494.500000 Penalty: 3032.130859
	Iteration 1F: 3 clusters Score -1371494 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1371845.625000 Penalty: 3032.130859
	Iteration 2F: 3 clusters Score -1371846 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1372182.750000 Penalty: 3032.130859
	Iteration 3F: 3 clusters Score -1372183 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1372539.375000 Penalty: 3032.130859
	Iteration 4F: 3 clusters Score -1372539 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1372941.500000 Penalty: 3032.130859
	Iteration 5F: 3 clusters Score -1372942 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1373406.500000 Penalty: 3032.130859
	Iteration 6F: 3 clusters Score -1373406 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1373900.625000 Penalty: 3032.130859
	Iteration 7F: 3 clusters Score -1373901 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1374380.875000 Penalty: 3032.130859
	Iteration 8Q: 3 clusters Score -1374381 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1374789.250000 Penalty: 3032.130859
	Iteration 9Q: 3 clusters Score -1374789 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1375055.750000 Penalty: 3032.130859
	Iteration 10Q: 3 clusters Score -1375056 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1375223.375000 Penalty: 3032.130859
	Iteration 11Q: 3 clusters Score -1375223 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1375334.500000 Penalty: 3032.130859
	Iteration 12Q: 3 clusters Score -1375334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1375386.000000 Penalty: 3032.130859
	Iteration 13Q: 3 clusters Score -1375386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1375430.250000 Penalty: 3032.130859
	Iteration 14Q: 3 clusters Score -1375430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1375453.625000 Penalty: 3032.130859
	Iteration 15Q: 3 clusters Score -1375454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1375464.500000 Penalty: 3032.130859
	Iteration 16Q: 3 clusters Score -1375464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1375471.000000 Penalty: 3032.130859
	Iteration 17Q: 3 clusters Score -1375471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1375476.875000 Penalty: 3032.130859
	Iteration 18Q: 3 clusters Score -1375477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1375485.125000 Penalty: 3032.130859
	Iteration 19Q: 3 clusters Score -1375485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1375493.000000 Penalty: 3032.130859
	Iteration 20F: 3 clusters Score -1375493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1375502.750000 Penalty: 3032.130859
	Iteration 21Q: 3 clusters Score -1375503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1375504.000000 Penalty: 3032.130859
	Iteration 22Q: 3 clusters Score -1375504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1375503.625000 Penalty: 3032.130859
	Iteration 23Q: 3 clusters Score -1375504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1375507.000000 Penalty: 3032.130859
	Iteration 24Q: 3 clusters Score -1375507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1375512.125000 Penalty: 3032.130859
	Iteration 25Q: 3 clusters Score -1375512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1375515.625000 Penalty: 3032.130859
	Iteration 26Q: 3 clusters Score -1375516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1375520.375000 Penalty: 3032.130859
	Iteration 27Q: 3 clusters Score -1375520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1375520.250000 Penalty: 3032.130859
	Iteration 28Q: 3 clusters Score -1375520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1375521.375000 Penalty: 3032.130859
	Iteration 29Q: 3 clusters Score -1375521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1375521.375000 Penalty: 3032.130859
	Iteration 30F: 3 clusters Score -1375521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23094 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29746 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 10 contains 19021 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12783 members 
Mstep: Class 15 contains 22102 members 
Mstep: Class 18 contains 24868 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444048.000000 Penalty: 27982.333984
Iteration 239Q: 15 clusters Score -2.644405e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23094 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29743 members 
Mstep: Class 8 contains 34797 members 
Mstep: Class 10 contains 19023 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 22106 members 
Mstep: Class 18 contains 24868 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444058.000000 Penalty: 27982.333984
Iteration 240F: 15 clusters Score -2.644406e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23095 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29755 members 
Mstep: Class 8 contains 34788 members 
Mstep: Class 10 contains 19024 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 22111 members 
Mstep: Class 18 contains 24865 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444040.000000 Penalty: 27982.333984
Iteration 241Q: 15 clusters Score -2.644404e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23095 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29755 members 
Mstep: Class 8 contains 34784 members 
Mstep: Class 10 contains 19027 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 22115 members 
Mstep: Class 18 contains 24865 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444052.000000 Penalty: 27982.333984
Iteration 242Q: 15 clusters Score -2.644405e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23093 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29753 members 
Mstep: Class 8 contains 34791 members 
Mstep: Class 10 contains 19029 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12780 members 
Mstep: Class 15 contains 22114 members 
Mstep: Class 18 contains 24858 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444052.000000 Penalty: 27982.333984
Iteration 243Q: 15 clusters Score -2.644405e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23092 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29756 members 
Mstep: Class 8 contains 34798 members 
Mstep: Class 10 contains 19032 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12778 members 
Mstep: Class 15 contains 22111 members 
Mstep: Class 18 contains 24853 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444034.000000 Penalty: 27982.333984
Iteration 244Q: 15 clusters Score -2.644403e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23093 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29761 members 
Mstep: Class 8 contains 34801 members 
Mstep: Class 10 contains 19034 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12775 members 
Mstep: Class 15 contains 22106 members 
Mstep: Class 18 contains 24847 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444026.000000 Penalty: 27982.333984
Iteration 245Q: 15 clusters Score -2.644403e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23091 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29752 members 
Mstep: Class 8 contains 34811 members 
Mstep: Class 10 contains 19038 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12771 members 
Mstep: Class 15 contains 22107 members 
Mstep: Class 18 contains 24846 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444056.000000 Penalty: 27982.333984
Iteration 246Q: 15 clusters Score -2.644406e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23085 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29751 members 
Mstep: Class 8 contains 34807 members 
Mstep: Class 10 contains 19039 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12771 members 
Mstep: Class 15 contains 22112 members 
Mstep: Class 18 contains 24849 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444070.000000 Penalty: 27982.333984
Iteration 247Q: 15 clusters Score -2.644407e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23085 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29741 members 
Mstep: Class 8 contains 34811 members 
Mstep: Class 10 contains 19039 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12771 members 
Mstep: Class 15 contains 22113 members 
Mstep: Class 18 contains 24849 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444024.000000 Penalty: 27982.333984
Iteration 248Q: 15 clusters Score -2.644402e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23080 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29733 members 
Mstep: Class 8 contains 34809 members 
Mstep: Class 10 contains 19043 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12772 members 
Mstep: Class 15 contains 22110 members 
Mstep: Class 18 contains 24856 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444028.000000 Penalty: 27982.333984
Iteration 249Q: 15 clusters Score -2.644403e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23074 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29733 members 
Mstep: Class 8 contains 34810 members 
Mstep: Class 10 contains 19044 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12772 members 
Mstep: Class 15 contains 22107 members 
Mstep: Class 18 contains 24866 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444002.000000 Penalty: 27982.333984
Iteration 250Q: 15 clusters Score -2.6444e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23071 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29729 members 
Mstep: Class 8 contains 34813 members 
Mstep: Class 10 contains 19048 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12773 members 
Mstep: Class 15 contains 22110 members 
Mstep: Class 18 contains 24870 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444018.000000 Penalty: 27982.333984
Iteration 251Q: 15 clusters Score -2.644402e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23068 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29731 members 
Mstep: Class 8 contains 34810 members 
Mstep: Class 10 contains 19048 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12775 members 
Mstep: Class 15 contains 22110 members 
Mstep: Class 18 contains 24874 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444044.000000 Penalty: 27982.333984
Iteration 252Q: 15 clusters Score -2.644404e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23067 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29733 members 
Mstep: Class 8 contains 34810 members 
Mstep: Class 10 contains 19049 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12776 members 
Mstep: Class 15 contains 22104 members 
Mstep: Class 18 contains 24880 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444036.000000 Penalty: 27982.333984
Iteration 253Q: 15 clusters Score -2.644404e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23064 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29738 members 
Mstep: Class 8 contains 34810 members 
Mstep: Class 10 contains 19049 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12780 members 
Mstep: Class 15 contains 22102 members 
Mstep: Class 18 contains 24878 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444036.000000 Penalty: 27982.333984
Iteration 254Q: 15 clusters Score -2.644404e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 23065 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29740 members 
Mstep: Class 8 contains 34815 members 
Mstep: Class 10 contains 19047 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12782 members 
Mstep: Class 15 contains 22099 members 
Mstep: Class 18 contains 24873 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444034.000000 Penalty: 27982.333984
Iteration 255Q: 15 clusters Score -2.644403e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23064 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29737 members 
Mstep: Class 8 contains 34822 members 
Mstep: Class 10 contains 19046 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12785 members 
Mstep: Class 15 contains 22098 members 
Mstep: Class 18 contains 24867 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 11197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444036.000000 Penalty: 27982.333984
Iteration 256Q: 15 clusters Score -2.644404e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 23062 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29726 members 
Mstep: Class 8 contains 34832 members 
Mstep: Class 10 contains 19046 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12787 members 
Mstep: Class 15 contains 22093 members 
Mstep: Class 18 contains 24869 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444006.000000 Penalty: 27982.333984
Iteration 257Q: 15 clusters Score -2.644401e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 23059 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29715 members 
Mstep: Class 8 contains 34834 members 
Mstep: Class 10 contains 19048 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 22089 members 
Mstep: Class 18 contains 24868 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444024.000000 Penalty: 27982.333984
Iteration 258Q: 15 clusters Score -2.644402e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 23058 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29704 members 
Mstep: Class 8 contains 34833 members 
Mstep: Class 10 contains 19046 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 15 contains 22092 members 
Mstep: Class 18 contains 24868 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444004.000000 Penalty: 27982.333984
Iteration 259Q: 15 clusters Score -2.6444e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 23059 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29707 members 
Mstep: Class 8 contains 34828 members 
Mstep: Class 10 contains 19045 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 15 contains 22089 members 
Mstep: Class 18 contains 24863 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444046.000000 Penalty: 27982.333984
Iteration 260F: 15 clusters Score -2.644405e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 23058 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29707 members 
Mstep: Class 8 contains 34827 members 
Mstep: Class 10 contains 19043 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 22088 members 
Mstep: Class 18 contains 24867 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444032.000000 Penalty: 27982.333984
Iteration 261Q: 15 clusters Score -2.644403e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 23058 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29709 members 
Mstep: Class 8 contains 34827 members 
Mstep: Class 10 contains 19046 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 22086 members 
Mstep: Class 18 contains 24871 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444036.000000 Penalty: 27982.333984
Iteration 262Q: 15 clusters Score -2.644404e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 23058 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29718 members 
Mstep: Class 8 contains 34823 members 
Mstep: Class 10 contains 19044 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12787 members 
Mstep: Class 15 contains 22087 members 
Mstep: Class 18 contains 24871 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444024.000000 Penalty: 27982.333984
Iteration 263Q: 15 clusters Score -2.644402e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23053 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29719 members 
Mstep: Class 8 contains 34828 members 
Mstep: Class 10 contains 19043 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12788 members 
Mstep: Class 15 contains 22086 members 
Mstep: Class 18 contains 24872 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444032.000000 Penalty: 27982.333984
Iteration 264Q: 15 clusters Score -2.644403e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23053 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29734 members 
Mstep: Class 8 contains 34817 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12788 members 
Mstep: Class 15 contains 22086 members 
Mstep: Class 18 contains 24874 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443974.000000 Penalty: 27982.333984
Iteration 265Q: 15 clusters Score -2.644397e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23053 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29741 members 
Mstep: Class 8 contains 34809 members 
Mstep: Class 10 contains 19040 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12787 members 
Mstep: Class 15 contains 22089 members 
Mstep: Class 18 contains 24874 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443976.000000 Penalty: 27982.333984
Iteration 266Q: 15 clusters Score -2.644398e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23054 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29746 members 
Mstep: Class 8 contains 34797 members 
Mstep: Class 10 contains 19042 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 22094 members 
Mstep: Class 18 contains 24873 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443998.000000 Penalty: 27982.333984
Iteration 267Q: 15 clusters Score -2.6444e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23053 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29753 members 
Mstep: Class 8 contains 34788 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 22092 members 
Mstep: Class 18 contains 24871 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443960.000000 Penalty: 27982.333984
Iteration 268Q: 15 clusters Score -2.644396e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23050 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29760 members 
Mstep: Class 8 contains 34782 members 
Mstep: Class 10 contains 19040 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 22092 members 
Mstep: Class 18 contains 24870 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444008.000000 Penalty: 27982.333984
Iteration 269Q: 15 clusters Score -2.644401e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23048 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29772 members 
Mstep: Class 8 contains 34780 members 
Mstep: Class 10 contains 19035 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 22090 members 
Mstep: Class 18 contains 24865 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443946.000000 Penalty: 27982.333984
Iteration 270Q: 15 clusters Score -2.644395e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23048 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29770 members 
Mstep: Class 8 contains 34782 members 
Mstep: Class 10 contains 19036 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 22085 members 
Mstep: Class 18 contains 24864 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443948.000000 Penalty: 27982.333984
Iteration 271Q: 15 clusters Score -2.644395e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23047 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29785 members 
Mstep: Class 8 contains 34778 members 
Mstep: Class 10 contains 19037 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 22080 members 
Mstep: Class 18 contains 24861 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443962.000000 Penalty: 27982.333984
Iteration 272Q: 15 clusters Score -2.644396e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23048 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29787 members 
Mstep: Class 8 contains 34783 members 
Mstep: Class 10 contains 19035 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12786 members 
Mstep: Class 15 contains 22075 members 
Mstep: Class 18 contains 24856 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443990.000000 Penalty: 27982.333984
Iteration 273Q: 15 clusters Score -2.644399e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23047 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29792 members 
Mstep: Class 8 contains 34781 members 
Mstep: Class 10 contains 19034 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12786 members 
Mstep: Class 15 contains 22071 members 
Mstep: Class 18 contains 24852 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443980.000000 Penalty: 27982.333984
Iteration 274Q: 15 clusters Score -2.644398e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23050 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29796 members 
Mstep: Class 8 contains 34786 members 
Mstep: Class 10 contains 19033 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12783 members 
Mstep: Class 15 contains 22067 members 
Mstep: Class 18 contains 24848 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444004.000000 Penalty: 27982.333984
Iteration 275Q: 15 clusters Score -2.6444e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23051 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29804 members 
Mstep: Class 8 contains 34784 members 
Mstep: Class 10 contains 19035 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12786 members 
Mstep: Class 15 contains 22066 members 
Mstep: Class 18 contains 24840 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443982.000000 Penalty: 27982.333984
Iteration 276Q: 15 clusters Score -2.644398e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23051 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29813 members 
Mstep: Class 8 contains 34780 members 
Mstep: Class 10 contains 19037 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12786 members 
Mstep: Class 15 contains 22072 members 
Mstep: Class 18 contains 24839 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443964.000000 Penalty: 27982.333984
Iteration 277Q: 15 clusters Score -2.644396e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23054 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29821 members 
Mstep: Class 8 contains 34779 members 
Mstep: Class 10 contains 19038 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 22073 members 
Mstep: Class 18 contains 24843 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443956.000000 Penalty: 27982.333984
Iteration 278Q: 15 clusters Score -2.644396e+07 nChanged 112
Entering ConstructFrom: 
Score: -26443956.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (34818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Entering Unmasked Estep 
Score: -4251982.000000 Penalty: 1699.407104
	Iteration 0F: 2 clusters Score -4251982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4229210.500000 Penalty: 3398.814209
	Iteration 0F: 3 clusters Score -4229210 nChanged 16115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -4238514.500000 Penalty: 3398.814209
	Iteration 1F: 3 clusters Score -4238514 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -4239117.000000 Penalty: 3398.814209
	Iteration 2Q: 3 clusters Score -4239117 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4239820.500000 Penalty: 3398.814209
	Iteration 3Q: 3 clusters Score -4239820 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -4240754.000000 Penalty: 3398.814209
	Iteration 4F: 3 clusters Score -4240754 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4241942.500000 Penalty: 3398.814209
	Iteration 5F: 3 clusters Score -4241942 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4243282.000000 Penalty: 3398.814209
	Iteration 6F: 3 clusters Score -4243282 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -4244552.500000 Penalty: 3398.814209
	Iteration 7F: 3 clusters Score -4244552 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4245670.500000 Penalty: 3398.814209
	Iteration 8F: 3 clusters Score -4245670 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -4246697.000000 Penalty: 3398.814209
	Iteration 9Q: 3 clusters Score -4246697 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4247391.000000 Penalty: 3398.814209
	Iteration 10Q: 3 clusters Score -4247391 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4247979.500000 Penalty: 3398.814209
	Iteration 11Q: 3 clusters Score -4247980 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4248412.000000 Penalty: 3398.814209
	Iteration 12Q: 3 clusters Score -4248412 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4248757.000000 Penalty: 3398.814209
	Iteration 13Q: 3 clusters Score -4248757 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -4249098.000000 Penalty: 3398.814209
	Iteration 14Q: 3 clusters Score -4249098 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -4249306.000000 Penalty: 3398.814209
	Iteration 15Q: 3 clusters Score -4249306 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -4249486.500000 Penalty: 3398.814209
	Iteration 16Q: 3 clusters Score -4249486 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -4249627.000000 Penalty: 3398.814209
	Iteration 17Q: 3 clusters Score -4249627 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -4249776.000000 Penalty: 3398.814209
	Iteration 18Q: 3 clusters Score -4249776 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -4249908.500000 Penalty: 3398.814209
	Iteration 19Q: 3 clusters Score -4249908 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -4250036.500000 Penalty: 3398.814209
	Iteration 20F: 3 clusters Score -4250036 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -4250132.000000 Penalty: 3398.814209
	Iteration 21Q: 3 clusters Score -4250132 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -4250260.000000 Penalty: 3398.814209
	Iteration 22Q: 3 clusters Score -4250260 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -4250372.500000 Penalty: 3398.814209
	Iteration 23Q: 3 clusters Score -4250372 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -4250462.000000 Penalty: 3398.814209
	Iteration 24Q: 3 clusters Score -4250462 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -4250535.000000 Penalty: 3398.814209
	Iteration 25Q: 3 clusters Score -4250535 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4250591.000000 Penalty: 3398.814209
	Iteration 26Q: 3 clusters Score -4250591 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -4250652.500000 Penalty: 3398.814209
	Iteration 27Q: 3 clusters Score -4250652 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -4250699.000000 Penalty: 3398.814209
	Iteration 28Q: 3 clusters Score -4250699 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -4250764.500000 Penalty: 3398.814209
	Iteration 29Q: 3 clusters Score -4250764 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -4250807.000000 Penalty: 3398.814209
	Iteration 30Q: 3 clusters Score -4250807 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -4250845.000000 Penalty: 3398.814209
	Iteration 31Q: 3 clusters Score -4250845 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -4250880.000000 Penalty: 3398.814209
	Iteration 32Q: 3 clusters Score -4250880 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -4250922.000000 Penalty: 3398.814209
	Iteration 33Q: 3 clusters Score -4250922 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -4250932.500000 Penalty: 3398.814209
	Iteration 34Q: 3 clusters Score -4250932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -4250950.000000 Penalty: 3398.814209
	Iteration 35Q: 3 clusters Score -4250950 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4250972.500000 Penalty: 3398.814209
	Iteration 36Q: 3 clusters Score -4250972 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -4250999.000000 Penalty: 3398.814209
	Iteration 37Q: 3 clusters Score -4250999 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4251029.000000 Penalty: 3398.814209
	Iteration 38Q: 3 clusters Score -4251029 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -4251043.000000 Penalty: 3398.814209
	Iteration 39Q: 3 clusters Score -4251043 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -4251045.500000 Penalty: 3398.814209
	Iteration 40F: 3 clusters Score -4251046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -4251058.000000 Penalty: 3398.814209
	Iteration 41Q: 3 clusters Score -4251058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4251061.500000 Penalty: 3398.814209
	Iteration 42Q: 3 clusters Score -4251062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -4251083.500000 Penalty: 3398.814209
	Iteration 43Q: 3 clusters Score -4251084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -4251102.000000 Penalty: 3398.814209
	Iteration 44Q: 3 clusters Score -4251102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -4251113.500000 Penalty: 3398.814209
	Iteration 45Q: 3 clusters Score -4251114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -4251113.000000 Penalty: 3398.814209
	Iteration 46Q: 3 clusters Score -4251113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -4251115.500000 Penalty: 3398.814209
	Iteration 47Q: 3 clusters Score -4251116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -4251119.500000 Penalty: 3398.814209
	Iteration 48Q: 3 clusters Score -4251120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -4251116.500000 Penalty: 3398.814209
	Iteration 49Q: 3 clusters Score -4251116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -4251122.500000 Penalty: 3398.814209
	Iteration 50Q: 3 clusters Score -4251122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -4251139.500000 Penalty: 3398.814209
	Iteration 51Q: 3 clusters Score -4251140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -4251143.000000 Penalty: 3398.814209
	Iteration 52Q: 3 clusters Score -4251143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -4251146.000000 Penalty: 3398.814209
	Iteration 53Q: 3 clusters Score -4251146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -4251160.000000 Penalty: 3398.814209
	Iteration 54Q: 3 clusters Score -4251160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -4251159.000000 Penalty: 3398.814209
	Iteration 55Q: 3 clusters Score -4251159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4251163.000000 Penalty: 3398.814209
	Iteration 56Q: 3 clusters Score -4251163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -4251172.500000 Penalty: 3398.814209
	Iteration 57Q: 3 clusters Score -4251172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -4251175.000000 Penalty: 3398.814209
	Iteration 58Q: 3 clusters Score -4251175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -4251178.000000 Penalty: 3398.814209
	Iteration 59Q: 3 clusters Score -4251178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -4251182.500000 Penalty: 3398.814209
	Iteration 60F: 3 clusters Score -4251182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -4251186.500000 Penalty: 3398.814209
	Iteration 61Q: 3 clusters Score -4251186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4251182.500000 Penalty: 3398.814209
	Iteration 62Q: 3 clusters Score -4251182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4251186.500000 Penalty: 3398.814209
	Iteration 63Q: 3 clusters Score -4251186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4251183.000000 Penalty: 3398.814209
	Iteration 64Q: 3 clusters Score -4251183 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4251189.000000 Penalty: 3398.814209
	Iteration 65Q: 3 clusters Score -4251189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -4251194.500000 Penalty: 3398.814209
	Iteration 66Q: 3 clusters Score -4251194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -4251192.500000 Penalty: 3398.814209
	Iteration 67Q: 3 clusters Score -4251192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -4251199.500000 Penalty: 3398.814209
	Iteration 68Q: 3 clusters Score -4251200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -4251197.000000 Penalty: 3398.814209
	Iteration 69Q: 3 clusters Score -4251197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -4251198.000000 Penalty: 3398.814209
	Iteration 70Q: 3 clusters Score -4251198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4251204.500000 Penalty: 3398.814209
	Iteration 71Q: 3 clusters Score -4251204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -4251211.000000 Penalty: 3398.814209
	Iteration 72Q: 3 clusters Score -4251211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -4251209.500000 Penalty: 3398.814209
	Iteration 73Q: 3 clusters Score -4251210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -4251215.500000 Penalty: 3398.814209
	Iteration 74Q: 3 clusters Score -4251216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -4251218.500000 Penalty: 3398.814209
	Iteration 75Q: 3 clusters Score -4251218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -4251214.500000 Penalty: 3398.814209
	Iteration 76Q: 3 clusters Score -4251214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -4251216.000000 Penalty: 3398.814209
	Iteration 77Q: 3 clusters Score -4251216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4251209.500000 Penalty: 3398.814209
	Iteration 78Q: 3 clusters Score -4251210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -4251216.000000 Penalty: 3398.814209
	Iteration 79Q: 3 clusters Score -4251216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -4251213.000000 Penalty: 3398.814209
	Iteration 80F: 3 clusters Score -4251213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -4251216.500000 Penalty: 3398.814209
	Iteration 81Q: 3 clusters Score -4251216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -4251225.000000 Penalty: 3398.814209
	Iteration 82Q: 3 clusters Score -4251225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -4251228.000000 Penalty: 3398.814209
	Iteration 83Q: 3 clusters Score -4251228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4251232.000000 Penalty: 3398.814209
	Iteration 84Q: 3 clusters Score -4251232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -4251233.500000 Penalty: 3398.814209
	Iteration 85Q: 3 clusters Score -4251234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -4251248.500000 Penalty: 3398.814209
	Iteration 86Q: 3 clusters Score -4251248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4251250.000000 Penalty: 3398.814209
	Iteration 87Q: 3 clusters Score -4251250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -4251249.500000 Penalty: 3398.814209
	Iteration 88Q: 3 clusters Score -4251250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4251250.500000 Penalty: 3398.814209
	Iteration 89Q: 3 clusters Score -4251250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -4251257.000000 Penalty: 3398.814209
	Iteration 90Q: 3 clusters Score -4251257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -4251259.000000 Penalty: 3398.814209
	Iteration 91Q: 3 clusters Score -4251259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -4251266.000000 Penalty: 3398.814209
	Iteration 92Q: 3 clusters Score -4251266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -4251263.500000 Penalty: 3398.814209
	Iteration 93Q: 3 clusters Score -4251264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4251264.000000 Penalty: 3398.814209
	Iteration 94Q: 3 clusters Score -4251264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -4251271.500000 Penalty: 3398.814209
	Iteration 95Q: 3 clusters Score -4251272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -4251275.000000 Penalty: 3398.814209
	Iteration 96Q: 3 clusters Score -4251275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -4251282.000000 Penalty: 3398.814209
	Iteration 97Q: 3 clusters Score -4251282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4251289.500000 Penalty: 3398.814209
	Iteration 98Q: 3 clusters Score -4251290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4251290.000000 Penalty: 3398.814209
	Iteration 99Q: 3 clusters Score -4251290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -4251289.500000 Penalty: 3398.814209
	Iteration 100F: 3 clusters Score -4251290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -4251285.500000 Penalty: 3398.814209
	Iteration 101Q: 3 clusters Score -4251286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -4251296.000000 Penalty: 3398.814209
	Iteration 102Q: 3 clusters Score -4251296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4251307.500000 Penalty: 3398.814209
	Iteration 103Q: 3 clusters Score -4251308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -4251298.000000 Penalty: 3398.814209
	Iteration 104Q: 3 clusters Score -4251298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4251296.500000 Penalty: 3398.814209
	Iteration 105Q: 3 clusters Score -4251296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -4251294.500000 Penalty: 3398.814209
	Iteration 106Q: 3 clusters Score -4251294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -4251303.000000 Penalty: 3398.814209
	Iteration 107Q: 3 clusters Score -4251303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4251308.500000 Penalty: 3398.814209
	Iteration 108Q: 3 clusters Score -4251308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -4251308.500000 Penalty: 3398.814209
	Iteration 109Q: 3 clusters Score -4251308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4251310.500000 Penalty: 3398.814209
	Iteration 110Q: 3 clusters Score -4251310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -4251318.000000 Penalty: 3398.814209
	Iteration 111Q: 3 clusters Score -4251318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -4251315.500000 Penalty: 3398.814209
	Iteration 112Q: 3 clusters Score -4251316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4251314.500000 Penalty: 3398.814209
	Iteration 113Q: 3 clusters Score -4251314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4251322.500000 Penalty: 3398.814209
	Iteration 114Q: 3 clusters Score -4251322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -4251330.500000 Penalty: 3398.814209
	Iteration 115Q: 3 clusters Score -4251330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4251329.500000 Penalty: 3398.814209
	Iteration 116Q: 3 clusters Score -4251330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4251330.000000 Penalty: 3398.814209
	Iteration 117Q: 3 clusters Score -4251330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4251330.000000 Penalty: 3398.814209
	Iteration 118Q: 3 clusters Score -4251330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -4251329.000000 Penalty: 3398.814209
	Iteration 119Q: 3 clusters Score -4251329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -4251335.000000 Penalty: 3398.814209
	Iteration 120F: 3 clusters Score -4251335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4251336.500000 Penalty: 3398.814209
	Iteration 121Q: 3 clusters Score -4251336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -4251336.000000 Penalty: 3398.814209
	Iteration 122Q: 3 clusters Score -4251336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4251338.000000 Penalty: 3398.814209
	Iteration 123Q: 3 clusters Score -4251338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -4251339.500000 Penalty: 3398.814209
	Iteration 124Q: 3 clusters Score -4251340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4251336.000000 Penalty: 3398.814209
	Iteration 125Q: 3 clusters Score -4251336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4251339.500000 Penalty: 3398.814209
	Iteration 126Q: 3 clusters Score -4251340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4251341.000000 Penalty: 3398.814209
	Iteration 127Q: 3 clusters Score -4251341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4251338.500000 Penalty: 3398.814209
	Iteration 128Q: 3 clusters Score -4251338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -4251339.000000 Penalty: 3398.814209
	Iteration 129Q: 3 clusters Score -4251339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -4251339.500000 Penalty: 3398.814209
	Iteration 130Q: 3 clusters Score -4251340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -4251338.000000 Penalty: 3398.814209
	Iteration 131Q: 3 clusters Score -4251338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -4251339.500000 Penalty: 3398.814209
	Iteration 132Q: 3 clusters Score -4251340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -4251342.000000 Penalty: 3398.814209
	Iteration 133Q: 3 clusters Score -4251342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -4251342.000000 Penalty: 3398.814209
	Iteration 134Q: 3 clusters Score -4251342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -4251344.000000 Penalty: 3398.814209
	Iteration 135Q: 3 clusters Score -4251344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4251346.000000 Penalty: 3398.814209
	Iteration 136Q: 3 clusters Score -4251346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4251346.000000 Penalty: 3398.814209
	Iteration 137F: 3 clusters Score -4251346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -38151.027344 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -38151.03 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 189 members 
Entering Unmasked Estep 
Score: -37283.800781 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -37283.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37460.644531 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -37460.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37505.414062 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -37505.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37530.746094 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -37530.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37550.117188 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -37550.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37560.527344 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -37560.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37569.007812 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -37569.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37575.988281 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -37575.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37577.097656 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -37577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37578.113281 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -37578.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37579.257812 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -37579.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37581.265625 Penalty: 1930.555664
	Iteration 11Q: 3 clusters Score -37581.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37582.195312 Penalty: 1930.555664
	Iteration 12Q: 3 clusters Score -37582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37584.324219 Penalty: 1930.555664
	Iteration 13Q: 3 clusters Score -37584.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37585.007812 Penalty: 1930.555664
	Iteration 14Q: 3 clusters Score -37585.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37585.007812 Penalty: 1930.555664
	Iteration 15F: 3 clusters Score -37585.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -554859.562500 Penalty: 1376.901611
	Iteration 0F: 2 clusters Score -554859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -551027.687500 Penalty: 2753.803223
	Iteration 0F: 3 clusters Score -551027.7 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -552063.750000 Penalty: 2753.803223
	Iteration 1F: 3 clusters Score -552063.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -552246.812500 Penalty: 2753.803223
	Iteration 2F: 3 clusters Score -552246.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -552374.500000 Penalty: 2753.803223
	Iteration 3Q: 3 clusters Score -552374.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -552494.750000 Penalty: 2753.803223
	Iteration 4Q: 3 clusters Score -552494.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -552608.750000 Penalty: 2753.803223
	Iteration 5Q: 3 clusters Score -552608.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -552714.437500 Penalty: 2753.803223
	Iteration 6Q: 3 clusters Score -552714.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -552798.125000 Penalty: 2753.803223
	Iteration 7Q: 3 clusters Score -552798.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -552879.312500 Penalty: 2753.803223
	Iteration 8Q: 3 clusters Score -552879.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -552964.437500 Penalty: 2753.803223
	Iteration 9Q: 3 clusters Score -552964.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -553073.750000 Penalty: 2753.803223
	Iteration 10Q: 3 clusters Score -553073.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -553181.687500 Penalty: 2753.803223
	Iteration 11Q: 3 clusters Score -553181.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -553292.312500 Penalty: 2753.803223
	Iteration 12Q: 3 clusters Score -553292.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -553408.375000 Penalty: 2753.803223
	Iteration 13Q: 3 clusters Score -553408.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -553504.812500 Penalty: 2753.803223
	Iteration 14Q: 3 clusters Score -553504.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -553585.937500 Penalty: 2753.803223
	Iteration 15Q: 3 clusters Score -553585.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -553630.437500 Penalty: 2753.803223
	Iteration 16Q: 3 clusters Score -553630.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -553675.812500 Penalty: 2753.803223
	Iteration 17Q: 3 clusters Score -553675.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -553728.937500 Penalty: 2753.803223
	Iteration 18Q: 3 clusters Score -553728.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -553794.500000 Penalty: 2753.803223
	Iteration 19Q: 3 clusters Score -553794.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -553870.562500 Penalty: 2753.803223
	Iteration 20F: 3 clusters Score -553870.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -553957.562500 Penalty: 2753.803223
	Iteration 21Q: 3 clusters Score -553957.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -554048.437500 Penalty: 2753.803223
	Iteration 22Q: 3 clusters Score -554048.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -554112.500000 Penalty: 2753.803223
	Iteration 23Q: 3 clusters Score -554112.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -554161.562500 Penalty: 2753.803223
	Iteration 24Q: 3 clusters Score -554161.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -554190.625000 Penalty: 2753.803223
	Iteration 25Q: 3 clusters Score -554190.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -554207.187500 Penalty: 2753.803223
	Iteration 26Q: 3 clusters Score -554207.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -554216.062500 Penalty: 2753.803223
	Iteration 27Q: 3 clusters Score -554216.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -554219.937500 Penalty: 2753.803223
	Iteration 28Q: 3 clusters Score -554219.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -554221.437500 Penalty: 2753.803223
	Iteration 29Q: 3 clusters Score -554221.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -554223.187500 Penalty: 2753.803223
	Iteration 30Q: 3 clusters Score -554223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -554223.937500 Penalty: 2753.803223
	Iteration 31Q: 3 clusters Score -554223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -554224.937500 Penalty: 2753.803223
	Iteration 32Q: 3 clusters Score -554224.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -554224.562500 Penalty: 2753.803223
	Iteration 33Q: 3 clusters Score -554224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -554225.437500 Penalty: 2753.803223
	Iteration 34Q: 3 clusters Score -554225.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -554225.437500 Penalty: 2753.803223
	Iteration 35F: 3 clusters Score -554225.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Entering Unmasked Estep 
Score: -2844416.750000 Penalty: 1632.409058
	Iteration 0F: 2 clusters Score -2844417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2828867.000000 Penalty: 3264.818115
	Iteration 0F: 3 clusters Score -2828867 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2834429.500000 Penalty: 3264.818115
	Iteration 1F: 3 clusters Score -2834430 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2834725.000000 Penalty: 3264.818115
	Iteration 2Q: 3 clusters Score -2834725 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2834967.750000 Penalty: 3264.818115
	Iteration 3Q: 3 clusters Score -2834968 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2835156.250000 Penalty: 3264.818115
	Iteration 4Q: 3 clusters Score -2835156 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2835337.250000 Penalty: 3264.818115
	Iteration 5Q: 3 clusters Score -2835337 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2835567.750000 Penalty: 3264.818115
	Iteration 6Q: 3 clusters Score -2835568 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2835840.500000 Penalty: 3264.818115
	Iteration 7Q: 3 clusters Score -2835840 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2836179.000000 Penalty: 3264.818115
	Iteration 8Q: 3 clusters Score -2836179 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2836644.750000 Penalty: 3264.818115
	Iteration 9Q: 3 clusters Score -2836645 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2837245.750000 Penalty: 3264.818115
	Iteration 10Q: 3 clusters Score -2837246 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2838042.250000 Penalty: 3264.818115
	Iteration 11F: 3 clusters Score -2838042 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2838939.250000 Penalty: 3264.818115
	Iteration 12F: 3 clusters Score -2838939 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2839921.500000 Penalty: 3264.818115
	Iteration 13F: 3 clusters Score -2839922 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2841004.000000 Penalty: 3264.818115
	Iteration 14Q: 3 clusters Score -2841004 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2841843.750000 Penalty: 3264.818115
	Iteration 15Q: 3 clusters Score -2841844 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2842388.250000 Penalty: 3264.818115
	Iteration 16Q: 3 clusters Score -2842388 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2842672.750000 Penalty: 3264.818115
	Iteration 17Q: 3 clusters Score -2842673 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -2842821.750000 Penalty: 3264.818115
	Iteration 18Q: 3 clusters Score -2842822 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2842912.000000 Penalty: 3264.818115
	Iteration 19Q: 3 clusters Score -2842912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2842945.500000 Penalty: 3264.818115
	Iteration 20F: 3 clusters Score -2842946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2842969.250000 Penalty: 3264.818115
	Iteration 21Q: 3 clusters Score -2842969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2842983.750000 Penalty: 3264.818115
	Iteration 22Q: 3 clusters Score -2842984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2842997.500000 Penalty: 3264.818115
	Iteration 23Q: 3 clusters Score -2842998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2843001.500000 Penalty: 3264.818115
	Iteration 24Q: 3 clusters Score -2843002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2843006.750000 Penalty: 3264.818115
	Iteration 25Q: 3 clusters Score -2843007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -2843010.000000 Penalty: 3264.818115
	Iteration 26Q: 3 clusters Score -2843010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2843014.500000 Penalty: 3264.818115
	Iteration 27Q: 3 clusters Score -2843014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2843023.750000 Penalty: 3264.818115
	Iteration 28Q: 3 clusters Score -2843024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2843030.500000 Penalty: 3264.818115
	Iteration 29Q: 3 clusters Score -2843030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2843039.500000 Penalty: 3264.818115
	Iteration 30Q: 3 clusters Score -2843040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2843047.500000 Penalty: 3264.818115
	Iteration 31Q: 3 clusters Score -2843048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2843052.000000 Penalty: 3264.818115
	Iteration 32Q: 3 clusters Score -2843052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2843052.750000 Penalty: 3264.818115
	Iteration 33Q: 3 clusters Score -2843053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2843052.750000 Penalty: 3264.818115
	Iteration 34F: 3 clusters Score -2843053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53649.703125 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52733.746094 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52733.75 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52844.253906 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52844.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52872.929688 Penalty: 1884.705200
	Iteration 2Q: 3 clusters Score -52872.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52872.929688 Penalty: 1884.705200
	Iteration 3F: 3 clusters Score -52872.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Entering Unmasked Estep 
Score: -3715694.250000 Penalty: 1674.313965
	Iteration 0F: 2 clusters Score -3715694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3698106.750000 Penalty: 3348.627930
	Iteration 0F: 3 clusters Score -3698107 nChanged 13637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3705606.500000 Penalty: 3348.627930
	Iteration 1F: 3 clusters Score -3705606 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3706004.000000 Penalty: 3348.627930
	Iteration 2Q: 3 clusters Score -3706004 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3706393.250000 Penalty: 3348.627930
	Iteration 3Q: 3 clusters Score -3706393 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3706822.000000 Penalty: 3348.627930
	Iteration 4Q: 3 clusters Score -3706822 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -3707358.500000 Penalty: 3348.627930
	Iteration 5Q: 3 clusters Score -3707358 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3708137.750000 Penalty: 3348.627930
	Iteration 6Q: 3 clusters Score -3708138 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3709462.500000 Penalty: 3348.627930
	Iteration 7F: 3 clusters Score -3709462 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -3710917.250000 Penalty: 3348.627930
	Iteration 8F: 3 clusters Score -3710917 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3712086.250000 Penalty: 3348.627930
	Iteration 9F: 3 clusters Score -3712086 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3712862.750000 Penalty: 3348.627930
	Iteration 10F: 3 clusters Score -3712863 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3713335.500000 Penalty: 3348.627930
	Iteration 11Q: 3 clusters Score -3713336 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3713577.000000 Penalty: 3348.627930
	Iteration 12Q: 3 clusters Score -3713577 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3713709.500000 Penalty: 3348.627930
	Iteration 13Q: 3 clusters Score -3713710 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3713874.500000 Penalty: 3348.627930
	Iteration 14Q: 3 clusters Score -3713874 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3713946.500000 Penalty: 3348.627930
	Iteration 15Q: 3 clusters Score -3713946 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3714035.000000 Penalty: 3348.627930
	Iteration 16Q: 3 clusters Score -3714035 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3714070.250000 Penalty: 3348.627930
	Iteration 17Q: 3 clusters Score -3714070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3714130.250000 Penalty: 3348.627930
	Iteration 18Q: 3 clusters Score -3714130 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3714178.500000 Penalty: 3348.627930
	Iteration 19Q: 3 clusters Score -3714178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3714202.250000 Penalty: 3348.627930
	Iteration 20F: 3 clusters Score -3714202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3714210.750000 Penalty: 3348.627930
	Iteration 21Q: 3 clusters Score -3714211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3714224.000000 Penalty: 3348.627930
	Iteration 22Q: 3 clusters Score -3714224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3714250.250000 Penalty: 3348.627930
	Iteration 23Q: 3 clusters Score -3714250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3714265.500000 Penalty: 3348.627930
	Iteration 24Q: 3 clusters Score -3714266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3714277.750000 Penalty: 3348.627930
	Iteration 25Q: 3 clusters Score -3714278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3714283.000000 Penalty: 3348.627930
	Iteration 26Q: 3 clusters Score -3714283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3714289.500000 Penalty: 3348.627930
	Iteration 27Q: 3 clusters Score -3714290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3714295.750000 Penalty: 3348.627930
	Iteration 28Q: 3 clusters Score -3714296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3714300.250000 Penalty: 3348.627930
	Iteration 29Q: 3 clusters Score -3714300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3714303.750000 Penalty: 3348.627930
	Iteration 30Q: 3 clusters Score -3714304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3714302.500000 Penalty: 3348.627930
	Iteration 31Q: 3 clusters Score -3714302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3714305.000000 Penalty: 3348.627930
	Iteration 32Q: 3 clusters Score -3714305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3714305.750000 Penalty: 3348.627930
	Iteration 33Q: 3 clusters Score -3714306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3714307.750000 Penalty: 3348.627930
	Iteration 34Q: 3 clusters Score -3714308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3714309.250000 Penalty: 3348.627930
	Iteration 35Q: 3 clusters Score -3714309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3714311.500000 Penalty: 3348.627930
	Iteration 36Q: 3 clusters Score -3714312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3714311.250000 Penalty: 3348.627930
	Iteration 37Q: 3 clusters Score -3714311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3714311.250000 Penalty: 3348.627930
	Iteration 38F: 3 clusters Score -3714311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Entering Unmasked Estep 
Score: -4329432.000000 Penalty: 1699.159546
	Iteration 0F: 2 clusters Score -4329432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4308500.500000 Penalty: 3398.319092
	Iteration 0F: 3 clusters Score -4308500 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -4317601.000000 Penalty: 3398.319092
	Iteration 1F: 3 clusters Score -4317601 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4318207.500000 Penalty: 3398.319092
	Iteration 2Q: 3 clusters Score -4318208 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4318964.000000 Penalty: 3398.319092
	Iteration 3Q: 3 clusters Score -4318964 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -4319987.500000 Penalty: 3398.319092
	Iteration 4F: 3 clusters Score -4319988 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -4321146.500000 Penalty: 3398.319092
	Iteration 5F: 3 clusters Score -4321146 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4322434.500000 Penalty: 3398.319092
	Iteration 6F: 3 clusters Score -4322434 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -4323622.000000 Penalty: 3398.319092
	Iteration 7F: 3 clusters Score -4323622 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -4324588.500000 Penalty: 3398.319092
	Iteration 8Q: 3 clusters Score -4324588 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -4325178.500000 Penalty: 3398.319092
	Iteration 9Q: 3 clusters Score -4325178 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -4325675.000000 Penalty: 3398.319092
	Iteration 10Q: 3 clusters Score -4325675 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -4325984.500000 Penalty: 3398.319092
	Iteration 11Q: 3 clusters Score -4325984 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4326147.500000 Penalty: 3398.319092
	Iteration 12Q: 3 clusters Score -4326148 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -4326281.000000 Penalty: 3398.319092
	Iteration 13Q: 3 clusters Score -4326281 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4326399.500000 Penalty: 3398.319092
	Iteration 14Q: 3 clusters Score -4326400 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -4326522.500000 Penalty: 3398.319092
	Iteration 15Q: 3 clusters Score -4326522 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4326674.500000 Penalty: 3398.319092
	Iteration 16Q: 3 clusters Score -4326674 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4326804.000000 Penalty: 3398.319092
	Iteration 17Q: 3 clusters Score -4326804 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4326881.000000 Penalty: 3398.319092
	Iteration 18Q: 3 clusters Score -4326881 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -4326978.500000 Penalty: 3398.319092
	Iteration 19Q: 3 clusters Score -4326978 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -4327057.000000 Penalty: 3398.319092
	Iteration 20F: 3 clusters Score -4327057 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4327131.000000 Penalty: 3398.319092
	Iteration 21Q: 3 clusters Score -4327131 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4327194.500000 Penalty: 3398.319092
	Iteration 22Q: 3 clusters Score -4327194 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4327256.500000 Penalty: 3398.319092
	Iteration 23Q: 3 clusters Score -4327256 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4327306.500000 Penalty: 3398.319092
	Iteration 24Q: 3 clusters Score -4327306 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4327410.500000 Penalty: 3398.319092
	Iteration 25Q: 3 clusters Score -4327410 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4327470.500000 Penalty: 3398.319092
	Iteration 26Q: 3 clusters Score -4327470 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4327547.000000 Penalty: 3398.319092
	Iteration 27Q: 3 clusters Score -4327547 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4327612.000000 Penalty: 3398.319092
	Iteration 28Q: 3 clusters Score -4327612 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4327707.500000 Penalty: 3398.319092
	Iteration 29Q: 3 clusters Score -4327708 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4327731.500000 Penalty: 3398.319092
	Iteration 30Q: 3 clusters Score -4327732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4327751.500000 Penalty: 3398.319092
	Iteration 31Q: 3 clusters Score -4327752 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4327787.000000 Penalty: 3398.319092
	Iteration 32Q: 3 clusters Score -4327787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4327816.500000 Penalty: 3398.319092
	Iteration 33Q: 3 clusters Score -4327816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4327828.000000 Penalty: 3398.319092
	Iteration 34Q: 3 clusters Score -4327828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4327858.500000 Penalty: 3398.319092
	Iteration 35Q: 3 clusters Score -4327858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4327887.500000 Penalty: 3398.319092
	Iteration 36Q: 3 clusters Score -4327888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4327927.500000 Penalty: 3398.319092
	Iteration 37Q: 3 clusters Score -4327928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4327936.000000 Penalty: 3398.319092
	Iteration 38Q: 3 clusters Score -4327936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4327953.500000 Penalty: 3398.319092
	Iteration 39Q: 3 clusters Score -4327954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4327958.500000 Penalty: 3398.319092
	Iteration 40F: 3 clusters Score -4327958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4327970.500000 Penalty: 3398.319092
	Iteration 41Q: 3 clusters Score -4327970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4327983.000000 Penalty: 3398.319092
	Iteration 42Q: 3 clusters Score -4327983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4327977.500000 Penalty: 3398.319092
	Iteration 43Q: 3 clusters Score -4327978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4327977.500000 Penalty: 3398.319092
	Iteration 44Q: 3 clusters Score -4327978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4327983.500000 Penalty: 3398.319092
	Iteration 45Q: 3 clusters Score -4327984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4327996.000000 Penalty: 3398.319092
	Iteration 46Q: 3 clusters Score -4327996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4328004.000000 Penalty: 3398.319092
	Iteration 47Q: 3 clusters Score -4328004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4328008.500000 Penalty: 3398.319092
	Iteration 48Q: 3 clusters Score -4328008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4328017.000000 Penalty: 3398.319092
	Iteration 49Q: 3 clusters Score -4328017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4328022.500000 Penalty: 3398.319092
	Iteration 50Q: 3 clusters Score -4328022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4328029.000000 Penalty: 3398.319092
	Iteration 51Q: 3 clusters Score -4328029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4328031.500000 Penalty: 3398.319092
	Iteration 52Q: 3 clusters Score -4328032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4328031.000000 Penalty: 3398.319092
	Iteration 53Q: 3 clusters Score -4328031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4328039.500000 Penalty: 3398.319092
	Iteration 54Q: 3 clusters Score -4328040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4328047.000000 Penalty: 3398.319092
	Iteration 55Q: 3 clusters Score -4328047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4328043.000000 Penalty: 3398.319092
	Iteration 56Q: 3 clusters Score -4328043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4328041.500000 Penalty: 3398.319092
	Iteration 57Q: 3 clusters Score -4328042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4328051.000000 Penalty: 3398.319092
	Iteration 58Q: 3 clusters Score -4328051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4328051.500000 Penalty: 3398.319092
	Iteration 59Q: 3 clusters Score -4328052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4328065.500000 Penalty: 3398.319092
	Iteration 60F: 3 clusters Score -4328066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4328067.500000 Penalty: 3398.319092
	Iteration 61Q: 3 clusters Score -4328068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4328066.000000 Penalty: 3398.319092
	Iteration 62Q: 3 clusters Score -4328066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4328077.500000 Penalty: 3398.319092
	Iteration 63Q: 3 clusters Score -4328078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4328075.000000 Penalty: 3398.319092
	Iteration 64Q: 3 clusters Score -4328075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4328079.500000 Penalty: 3398.319092
	Iteration 65Q: 3 clusters Score -4328080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4328081.000000 Penalty: 3398.319092
	Iteration 66Q: 3 clusters Score -4328081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4328080.500000 Penalty: 3398.319092
	Iteration 67Q: 3 clusters Score -4328080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4328078.000000 Penalty: 3398.319092
	Iteration 68Q: 3 clusters Score -4328078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4328079.500000 Penalty: 3398.319092
	Iteration 69Q: 3 clusters Score -4328080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4328083.000000 Penalty: 3398.319092
	Iteration 70Q: 3 clusters Score -4328083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4328083.000000 Penalty: 3398.319092
	Iteration 71F: 3 clusters Score -4328083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Entering Unmasked Estep 
Score: -2288941.750000 Penalty: 1601.306274
	Iteration 0F: 2 clusters Score -2288942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2275930.750000 Penalty: 3202.612549
	Iteration 0F: 3 clusters Score -2275931 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2280627.000000 Penalty: 3202.612549
	Iteration 1F: 3 clusters Score -2280627 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2280998.750000 Penalty: 3202.612549
	Iteration 2F: 3 clusters Score -2280999 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2281350.500000 Penalty: 3202.612549
	Iteration 3Q: 3 clusters Score -2281350 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2281755.250000 Penalty: 3202.612549
	Iteration 4Q: 3 clusters Score -2281755 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2282245.500000 Penalty: 3202.612549
	Iteration 5F: 3 clusters Score -2282246 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2282769.500000 Penalty: 3202.612549
	Iteration 6F: 3 clusters Score -2282770 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2283348.000000 Penalty: 3202.612549
	Iteration 7F: 3 clusters Score -2283348 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2283859.000000 Penalty: 3202.612549
	Iteration 8F: 3 clusters Score -2283859 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2284287.500000 Penalty: 3202.612549
	Iteration 9Q: 3 clusters Score -2284288 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2284686.000000 Penalty: 3202.612549
	Iteration 10Q: 3 clusters Score -2284686 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2285032.500000 Penalty: 3202.612549
	Iteration 11Q: 3 clusters Score -2285032 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2285343.750000 Penalty: 3202.612549
	Iteration 12Q: 3 clusters Score -2285344 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2285681.750000 Penalty: 3202.612549
	Iteration 13Q: 3 clusters Score -2285682 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2286028.250000 Penalty: 3202.612549
	Iteration 14Q: 3 clusters Score -2286028 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2286406.500000 Penalty: 3202.612549
	Iteration 15Q: 3 clusters Score -2286406 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2286755.250000 Penalty: 3202.612549
	Iteration 16Q: 3 clusters Score -2286755 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2287062.500000 Penalty: 3202.612549
	Iteration 17Q: 3 clusters Score -2287062 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2287302.250000 Penalty: 3202.612549
	Iteration 18Q: 3 clusters Score -2287302 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2287438.250000 Penalty: 3202.612549
	Iteration 19Q: 3 clusters Score -2287438 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2287529.750000 Penalty: 3202.612549
	Iteration 20F: 3 clusters Score -2287530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2287582.750000 Penalty: 3202.612549
	Iteration 21Q: 3 clusters Score -2287583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2287622.250000 Penalty: 3202.612549
	Iteration 22Q: 3 clusters Score -2287622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2287632.000000 Penalty: 3202.612549
	Iteration 23Q: 3 clusters Score -2287632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2287647.000000 Penalty: 3202.612549
	Iteration 24Q: 3 clusters Score -2287647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2287654.250000 Penalty: 3202.612549
	Iteration 25Q: 3 clusters Score -2287654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2287658.000000 Penalty: 3202.612549
	Iteration 26Q: 3 clusters Score -2287658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2287658.000000 Penalty: 3202.612549
	Iteration 27Q: 3 clusters Score -2287658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2287657.750000 Penalty: 3202.612549
	Iteration 28Q: 3 clusters Score -2287658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2287659.500000 Penalty: 3202.612549
	Iteration 29Q: 3 clusters Score -2287660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2287659.500000 Penalty: 3202.612549
	Iteration 30F: 3 clusters Score -2287660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -15926.824219 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -15926.82 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 68 members 
Entering Unmasked Estep 
Score: -15278.338867 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15278.34 nChanged 22
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: -15348.693359 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15348.69 nChanged 2
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: -15358.088867 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -15358.09 nChanged 2
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: -15370.695312 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -15370.7 nChanged 0
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: -15370.695312 Penalty: 1632.761108
	Iteration 4F: 3 clusters Score -15370.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Entering Unmasked Estep 
Score: -1581092.375000 Penalty: 1536.655396
	Iteration 0F: 2 clusters Score -1581092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1572155.625000 Penalty: 3073.310791
	Iteration 0F: 3 clusters Score -1572156 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1575091.625000 Penalty: 3073.310791
	Iteration 1F: 3 clusters Score -1575092 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1575356.625000 Penalty: 3073.310791
	Iteration 2F: 3 clusters Score -1575357 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1575579.250000 Penalty: 3073.310791
	Iteration 3Q: 3 clusters Score -1575579 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1575805.000000 Penalty: 3073.310791
	Iteration 4Q: 3 clusters Score -1575805 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1576052.125000 Penalty: 3073.310791
	Iteration 5Q: 3 clusters Score -1576052 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1576331.750000 Penalty: 3073.310791
	Iteration 6Q: 3 clusters Score -1576332 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1576637.625000 Penalty: 3073.310791
	Iteration 7Q: 3 clusters Score -1576638 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1576982.375000 Penalty: 3073.310791
	Iteration 8Q: 3 clusters Score -1576982 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1577372.375000 Penalty: 3073.310791
	Iteration 9Q: 3 clusters Score -1577372 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1577776.500000 Penalty: 3073.310791
	Iteration 10Q: 3 clusters Score -1577776 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1578167.125000 Penalty: 3073.310791
	Iteration 11Q: 3 clusters Score -1578167 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1578565.000000 Penalty: 3073.310791
	Iteration 12Q: 3 clusters Score -1578565 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1578956.875000 Penalty: 3073.310791
	Iteration 13Q: 3 clusters Score -1578957 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1579228.625000 Penalty: 3073.310791
	Iteration 14Q: 3 clusters Score -1579229 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1579399.000000 Penalty: 3073.310791
	Iteration 15Q: 3 clusters Score -1579399 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1579507.875000 Penalty: 3073.310791
	Iteration 16Q: 3 clusters Score -1579508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1579569.625000 Penalty: 3073.310791
	Iteration 17Q: 3 clusters Score -1579570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1579609.875000 Penalty: 3073.310791
	Iteration 18Q: 3 clusters Score -1579610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1579648.125000 Penalty: 3073.310791
	Iteration 19Q: 3 clusters Score -1579648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1579681.875000 Penalty: 3073.310791
	Iteration 20F: 3 clusters Score -1579682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1579713.125000 Penalty: 3073.310791
	Iteration 21Q: 3 clusters Score -1579713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1579743.500000 Penalty: 3073.310791
	Iteration 22Q: 3 clusters Score -1579744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1579766.125000 Penalty: 3073.310791
	Iteration 23Q: 3 clusters Score -1579766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1579779.500000 Penalty: 3073.310791
	Iteration 24Q: 3 clusters Score -1579780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1579784.750000 Penalty: 3073.310791
	Iteration 25Q: 3 clusters Score -1579785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1579792.875000 Penalty: 3073.310791
	Iteration 26Q: 3 clusters Score -1579793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1579798.375000 Penalty: 3073.310791
	Iteration 27Q: 3 clusters Score -1579798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1579797.375000 Penalty: 3073.310791
	Iteration 28Q: 3 clusters Score -1579797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1579803.125000 Penalty: 3073.310791
	Iteration 29Q: 3 clusters Score -1579803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1579802.875000 Penalty: 3073.310791
	Iteration 30Q: 3 clusters Score -1579803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1579804.125000 Penalty: 3073.310791
	Iteration 31Q: 3 clusters Score -1579804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1579805.375000 Penalty: 3073.310791
	Iteration 32Q: 3 clusters Score -1579805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1579805.625000 Penalty: 3073.310791
	Iteration 33Q: 3 clusters Score -1579806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1579805.625000 Penalty: 3073.310791
	Iteration 34F: 3 clusters Score -1579806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -2697465.750000 Penalty: 1625.350220
	Iteration 0F: 2 clusters Score -2697466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2682568.000000 Penalty: 3250.700439
	Iteration 0F: 3 clusters Score -2682568 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2687995.000000 Penalty: 3250.700439
	Iteration 1F: 3 clusters Score -2687995 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2688390.750000 Penalty: 3250.700439
	Iteration 2Q: 3 clusters Score -2688391 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2688776.500000 Penalty: 3250.700439
	Iteration 3Q: 3 clusters Score -2688776 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2689225.500000 Penalty: 3250.700439
	Iteration 4Q: 3 clusters Score -2689226 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2689767.750000 Penalty: 3250.700439
	Iteration 5Q: 3 clusters Score -2689768 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2690453.000000 Penalty: 3250.700439
	Iteration 6F: 3 clusters Score -2690453 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2691313.750000 Penalty: 3250.700439
	Iteration 7F: 3 clusters Score -2691314 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2692328.000000 Penalty: 3250.700439
	Iteration 8F: 3 clusters Score -2692328 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2693354.000000 Penalty: 3250.700439
	Iteration 9F: 3 clusters Score -2693354 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2694195.000000 Penalty: 3250.700439
	Iteration 10Q: 3 clusters Score -2694195 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2694772.000000 Penalty: 3250.700439
	Iteration 11Q: 3 clusters Score -2694772 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2695180.250000 Penalty: 3250.700439
	Iteration 12Q: 3 clusters Score -2695180 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2695447.250000 Penalty: 3250.700439
	Iteration 13Q: 3 clusters Score -2695447 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2695655.750000 Penalty: 3250.700439
	Iteration 14Q: 3 clusters Score -2695656 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2695800.750000 Penalty: 3250.700439
	Iteration 15Q: 3 clusters Score -2695801 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2695891.500000 Penalty: 3250.700439
	Iteration 16Q: 3 clusters Score -2695892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2695952.250000 Penalty: 3250.700439
	Iteration 17Q: 3 clusters Score -2695952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2695982.000000 Penalty: 3250.700439
	Iteration 18Q: 3 clusters Score -2695982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2696005.500000 Penalty: 3250.700439
	Iteration 19Q: 3 clusters Score -2696006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2696023.000000 Penalty: 3250.700439
	Iteration 20F: 3 clusters Score -2696023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2696037.000000 Penalty: 3250.700439
	Iteration 21Q: 3 clusters Score -2696037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2696043.250000 Penalty: 3250.700439
	Iteration 22Q: 3 clusters Score -2696043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2696049.500000 Penalty: 3250.700439
	Iteration 23Q: 3 clusters Score -2696050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2696051.750000 Penalty: 3250.700439
	Iteration 24Q: 3 clusters Score -2696052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2696061.250000 Penalty: 3250.700439
	Iteration 25Q: 3 clusters Score -2696061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2696070.000000 Penalty: 3250.700439
	Iteration 26Q: 3 clusters Score -2696070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2696076.000000 Penalty: 3250.700439
	Iteration 27Q: 3 clusters Score -2696076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2696079.250000 Penalty: 3250.700439
	Iteration 28Q: 3 clusters Score -2696079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2696085.250000 Penalty: 3250.700439
	Iteration 29Q: 3 clusters Score -2696085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2696087.750000 Penalty: 3250.700439
	Iteration 30Q: 3 clusters Score -2696088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2696088.500000 Penalty: 3250.700439
	Iteration 31Q: 3 clusters Score -2696088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2696088.500000 Penalty: 3250.700439
	Iteration 32F: 3 clusters Score -2696088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Entering Unmasked Estep 
Score: -3019991.500000 Penalty: 1644.527710
	Iteration 0F: 2 clusters Score -3019992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3003417.500000 Penalty: 3289.055420
	Iteration 0F: 3 clusters Score -3003418 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3009788.750000 Penalty: 3289.055420
	Iteration 1F: 3 clusters Score -3009789 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3010398.500000 Penalty: 3289.055420
	Iteration 2F: 3 clusters Score -3010398 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3011082.750000 Penalty: 3289.055420
	Iteration 3F: 3 clusters Score -3011083 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3011917.500000 Penalty: 3289.055420
	Iteration 4F: 3 clusters Score -3011918 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3012814.750000 Penalty: 3289.055420
	Iteration 5F: 3 clusters Score -3012815 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3013750.500000 Penalty: 3289.055420
	Iteration 6F: 3 clusters Score -3013750 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3014650.750000 Penalty: 3289.055420
	Iteration 7F: 3 clusters Score -3014651 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3015485.250000 Penalty: 3289.055420
	Iteration 8Q: 3 clusters Score -3015485 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3016105.250000 Penalty: 3289.055420
	Iteration 9Q: 3 clusters Score -3016105 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3016534.000000 Penalty: 3289.055420
	Iteration 10Q: 3 clusters Score -3016534 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3016814.000000 Penalty: 3289.055420
	Iteration 11Q: 3 clusters Score -3016814 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3017000.750000 Penalty: 3289.055420
	Iteration 12Q: 3 clusters Score -3017001 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3017140.500000 Penalty: 3289.055420
	Iteration 13Q: 3 clusters Score -3017140 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3017259.500000 Penalty: 3289.055420
	Iteration 14Q: 3 clusters Score -3017260 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3017344.500000 Penalty: 3289.055420
	Iteration 15Q: 3 clusters Score -3017344 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3017449.250000 Penalty: 3289.055420
	Iteration 16Q: 3 clusters Score -3017449 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3017548.500000 Penalty: 3289.055420
	Iteration 17Q: 3 clusters Score -3017548 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3017632.000000 Penalty: 3289.055420
	Iteration 18Q: 3 clusters Score -3017632 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3017700.750000 Penalty: 3289.055420
	Iteration 19Q: 3 clusters Score -3017701 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3017762.500000 Penalty: 3289.055420
	Iteration 20F: 3 clusters Score -3017762 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3017839.000000 Penalty: 3289.055420
	Iteration 21Q: 3 clusters Score -3017839 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3017910.000000 Penalty: 3289.055420
	Iteration 22Q: 3 clusters Score -3017910 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3018011.750000 Penalty: 3289.055420
	Iteration 23Q: 3 clusters Score -3018012 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3018079.000000 Penalty: 3289.055420
	Iteration 24Q: 3 clusters Score -3018079 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3018131.500000 Penalty: 3289.055420
	Iteration 25Q: 3 clusters Score -3018132 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3018209.000000 Penalty: 3289.055420
	Iteration 26Q: 3 clusters Score -3018209 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3018265.000000 Penalty: 3289.055420
	Iteration 27Q: 3 clusters Score -3018265 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3018295.250000 Penalty: 3289.055420
	Iteration 28Q: 3 clusters Score -3018295 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3018335.250000 Penalty: 3289.055420
	Iteration 29Q: 3 clusters Score -3018335 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3018376.000000 Penalty: 3289.055420
	Iteration 30Q: 3 clusters Score -3018376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3018400.500000 Penalty: 3289.055420
	Iteration 31Q: 3 clusters Score -3018400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3018442.250000 Penalty: 3289.055420
	Iteration 32Q: 3 clusters Score -3018442 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3018459.750000 Penalty: 3289.055420
	Iteration 33Q: 3 clusters Score -3018460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3018496.500000 Penalty: 3289.055420
	Iteration 34Q: 3 clusters Score -3018496 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3018508.500000 Penalty: 3289.055420
	Iteration 35Q: 3 clusters Score -3018508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -3018527.500000 Penalty: 3289.055420
	Iteration 36Q: 3 clusters Score -3018528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3018564.750000 Penalty: 3289.055420
	Iteration 37Q: 3 clusters Score -3018565 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3018581.500000 Penalty: 3289.055420
	Iteration 38Q: 3 clusters Score -3018582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3018597.250000 Penalty: 3289.055420
	Iteration 39Q: 3 clusters Score -3018597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3018621.500000 Penalty: 3289.055420
	Iteration 40F: 3 clusters Score -3018622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3018624.250000 Penalty: 3289.055420
	Iteration 41Q: 3 clusters Score -3018624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3018635.250000 Penalty: 3289.055420
	Iteration 42Q: 3 clusters Score -3018635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3018645.000000 Penalty: 3289.055420
	Iteration 43Q: 3 clusters Score -3018645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3018652.250000 Penalty: 3289.055420
	Iteration 44Q: 3 clusters Score -3018652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3018661.000000 Penalty: 3289.055420
	Iteration 45Q: 3 clusters Score -3018661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3018653.750000 Penalty: 3289.055420
	Iteration 46Q: 3 clusters Score -3018654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -3018662.250000 Penalty: 3289.055420
	Iteration 47Q: 3 clusters Score -3018662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3018670.000000 Penalty: 3289.055420
	Iteration 48Q: 3 clusters Score -3018670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3018676.750000 Penalty: 3289.055420
	Iteration 49Q: 3 clusters Score -3018677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3018676.750000 Penalty: 3289.055420
	Iteration 50Q: 3 clusters Score -3018677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3018675.000000 Penalty: 3289.055420
	Iteration 51Q: 3 clusters Score -3018675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3018681.250000 Penalty: 3289.055420
	Iteration 52Q: 3 clusters Score -3018681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3018682.000000 Penalty: 3289.055420
	Iteration 53Q: 3 clusters Score -3018682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3018687.000000 Penalty: 3289.055420
	Iteration 54Q: 3 clusters Score -3018687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3018689.250000 Penalty: 3289.055420
	Iteration 55Q: 3 clusters Score -3018689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3018693.750000 Penalty: 3289.055420
	Iteration 56Q: 3 clusters Score -3018694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3018694.250000 Penalty: 3289.055420
	Iteration 57Q: 3 clusters Score -3018694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3018690.750000 Penalty: 3289.055420
	Iteration 58Q: 3 clusters Score -3018691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3018691.750000 Penalty: 3289.055420
	Iteration 59Q: 3 clusters Score -3018692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3018691.000000 Penalty: 3289.055420
	Iteration 60F: 3 clusters Score -3018691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3018694.500000 Penalty: 3289.055420
	Iteration 61Q: 3 clusters Score -3018694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3018696.000000 Penalty: 3289.055420
	Iteration 62Q: 3 clusters Score -3018696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3018694.250000 Penalty: 3289.055420
	Iteration 63Q: 3 clusters Score -3018694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3018693.000000 Penalty: 3289.055420
	Iteration 64Q: 3 clusters Score -3018693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3018696.250000 Penalty: 3289.055420
	Iteration 65Q: 3 clusters Score -3018696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3018698.250000 Penalty: 3289.055420
	Iteration 66Q: 3 clusters Score -3018698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3018703.250000 Penalty: 3289.055420
	Iteration 67Q: 3 clusters Score -3018703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3018701.000000 Penalty: 3289.055420
	Iteration 68Q: 3 clusters Score -3018701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3018701.500000 Penalty: 3289.055420
	Iteration 69Q: 3 clusters Score -3018702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3018701.250000 Penalty: 3289.055420
	Iteration 70Q: 3 clusters Score -3018701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3018701.250000 Penalty: 3289.055420
	Iteration 71Q: 3 clusters Score -3018701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3018697.250000 Penalty: 3289.055420
	Iteration 72Q: 3 clusters Score -3018697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -3018700.500000 Penalty: 3289.055420
	Iteration 73Q: 3 clusters Score -3018700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3018703.250000 Penalty: 3289.055420
	Iteration 74Q: 3 clusters Score -3018703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3018705.250000 Penalty: 3289.055420
	Iteration 75Q: 3 clusters Score -3018705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3018708.000000 Penalty: 3289.055420
	Iteration 76Q: 3 clusters Score -3018708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3018706.500000 Penalty: 3289.055420
	Iteration 77Q: 3 clusters Score -3018706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3018705.750000 Penalty: 3289.055420
	Iteration 78Q: 3 clusters Score -3018706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3018708.500000 Penalty: 3289.055420
	Iteration 79Q: 3 clusters Score -3018708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3018709.500000 Penalty: 3289.055420
	Iteration 80F: 3 clusters Score -3018710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3018704.250000 Penalty: 3289.055420
	Iteration 81Q: 3 clusters Score -3018704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3018702.250000 Penalty: 3289.055420
	Iteration 82Q: 3 clusters Score -3018702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3018705.000000 Penalty: 3289.055420
	Iteration 83Q: 3 clusters Score -3018705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3018705.000000 Penalty: 3289.055420
	Iteration 84F: 3 clusters Score -3018705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -200403.687500 Penalty: 1211.579956
	Iteration 0F: 2 clusters Score -200403.7 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 860 members 
Entering Unmasked Estep 
Score: -198475.906250 Penalty: 2423.159912
	Iteration 0F: 3 clusters Score -198475.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -198932.671875 Penalty: 2423.159912
	Iteration 1F: 3 clusters Score -198932.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -199064.343750 Penalty: 2423.159912
	Iteration 2F: 3 clusters Score -199064.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -199141.687500 Penalty: 2423.159912
	Iteration 3F: 3 clusters Score -199141.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -199200.671875 Penalty: 2423.159912
	Iteration 4Q: 3 clusters Score -199200.7 nChanged 52
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: -199246.046875 Penalty: 2423.159912
	Iteration 5Q: 3 clusters Score -199246 nChanged 40
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: -199276.640625 Penalty: 2423.159912
	Iteration 6Q: 3 clusters Score -199276.6 nChanged 31
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: -199301.828125 Penalty: 2423.159912
	Iteration 7Q: 3 clusters Score -199301.8 nChanged 35
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: -199331.812500 Penalty: 2423.159912
	Iteration 8Q: 3 clusters Score -199331.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -199366.109375 Penalty: 2423.159912
	Iteration 9Q: 3 clusters Score -199366.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -199404.687500 Penalty: 2423.159912
	Iteration 10Q: 3 clusters Score -199404.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -199435.750000 Penalty: 2423.159912
	Iteration 11Q: 3 clusters Score -199435.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -199466.734375 Penalty: 2423.159912
	Iteration 12Q: 3 clusters Score -199466.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -199490.000000 Penalty: 2423.159912
	Iteration 13Q: 3 clusters Score -199490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -199511.609375 Penalty: 2423.159912
	Iteration 14Q: 3 clusters Score -199511.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -199531.796875 Penalty: 2423.159912
	Iteration 15Q: 3 clusters Score -199531.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -199544.937500 Penalty: 2423.159912
	Iteration 16Q: 3 clusters Score -199544.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -199551.796875 Penalty: 2423.159912
	Iteration 17Q: 3 clusters Score -199551.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -199560.203125 Penalty: 2423.159912
	Iteration 18Q: 3 clusters Score -199560.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -199568.046875 Penalty: 2423.159912
	Iteration 19Q: 3 clusters Score -199568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -199578.000000 Penalty: 2423.159912
	Iteration 20F: 3 clusters Score -199578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -199585.703125 Penalty: 2423.159912
	Iteration 21Q: 3 clusters Score -199585.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -199589.828125 Penalty: 2423.159912
	Iteration 22Q: 3 clusters Score -199589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -199592.093750 Penalty: 2423.159912
	Iteration 23Q: 3 clusters Score -199592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -199592.812500 Penalty: 2423.159912
	Iteration 24Q: 3 clusters Score -199592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -199592.921875 Penalty: 2423.159912
	Iteration 25Q: 3 clusters Score -199592.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -199592.921875 Penalty: 2423.159912
	Iteration 26F: 3 clusters Score -199592.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Entering Unmasked Estep 
Score: -1353434.250000 Penalty: 1513.257690
	Iteration 0F: 2 clusters Score -1353434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1345658.750000 Penalty: 3026.515381
	Iteration 0F: 3 clusters Score -1345659 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1348335.625000 Penalty: 3026.515381
	Iteration 1F: 3 clusters Score -1348336 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1348685.875000 Penalty: 3026.515381
	Iteration 2F: 3 clusters Score -1348686 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1348986.375000 Penalty: 3026.515381
	Iteration 3F: 3 clusters Score -1348986 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1349253.625000 Penalty: 3026.515381
	Iteration 4F: 3 clusters Score -1349254 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1349525.750000 Penalty: 3026.515381
	Iteration 5Q: 3 clusters Score -1349526 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1349791.375000 Penalty: 3026.515381
	Iteration 6Q: 3 clusters Score -1349791 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1350068.875000 Penalty: 3026.515381
	Iteration 7Q: 3 clusters Score -1350069 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1350327.000000 Penalty: 3026.515381
	Iteration 8Q: 3 clusters Score -1350327 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1350527.000000 Penalty: 3026.515381
	Iteration 9Q: 3 clusters Score -1350527 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1350697.000000 Penalty: 3026.515381
	Iteration 10Q: 3 clusters Score -1350697 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1350824.625000 Penalty: 3026.515381
	Iteration 11Q: 3 clusters Score -1350825 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1350906.625000 Penalty: 3026.515381
	Iteration 12Q: 3 clusters Score -1350907 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1350973.625000 Penalty: 3026.515381
	Iteration 13Q: 3 clusters Score -1350974 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1351039.750000 Penalty: 3026.515381
	Iteration 14Q: 3 clusters Score -1351040 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1351098.250000 Penalty: 3026.515381
	Iteration 15Q: 3 clusters Score -1351098 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1351136.250000 Penalty: 3026.515381
	Iteration 16Q: 3 clusters Score -1351136 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1351177.500000 Penalty: 3026.515381
	Iteration 17Q: 3 clusters Score -1351178 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1351216.000000 Penalty: 3026.515381
	Iteration 18Q: 3 clusters Score -1351216 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1351269.750000 Penalty: 3026.515381
	Iteration 19Q: 3 clusters Score -1351270 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1351320.750000 Penalty: 3026.515381
	Iteration 20F: 3 clusters Score -1351321 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1351378.000000 Penalty: 3026.515381
	Iteration 21Q: 3 clusters Score -1351378 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1351437.000000 Penalty: 3026.515381
	Iteration 22Q: 3 clusters Score -1351437 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1351516.250000 Penalty: 3026.515381
	Iteration 23Q: 3 clusters Score -1351516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1351587.625000 Penalty: 3026.515381
	Iteration 24Q: 3 clusters Score -1351588 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1351663.625000 Penalty: 3026.515381
	Iteration 25Q: 3 clusters Score -1351664 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1351734.000000 Penalty: 3026.515381
	Iteration 26Q: 3 clusters Score -1351734 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1351778.875000 Penalty: 3026.515381
	Iteration 27Q: 3 clusters Score -1351779 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1351818.375000 Penalty: 3026.515381
	Iteration 28Q: 3 clusters Score -1351818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1351869.250000 Penalty: 3026.515381
	Iteration 29Q: 3 clusters Score -1351869 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1351905.750000 Penalty: 3026.515381
	Iteration 30Q: 3 clusters Score -1351906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1351938.750000 Penalty: 3026.515381
	Iteration 31Q: 3 clusters Score -1351939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1351955.375000 Penalty: 3026.515381
	Iteration 32Q: 3 clusters Score -1351955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1351968.500000 Penalty: 3026.515381
	Iteration 33Q: 3 clusters Score -1351968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1351986.125000 Penalty: 3026.515381
	Iteration 34Q: 3 clusters Score -1351986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1351997.375000 Penalty: 3026.515381
	Iteration 35Q: 3 clusters Score -1351997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1352007.500000 Penalty: 3026.515381
	Iteration 36Q: 3 clusters Score -1352008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1352023.375000 Penalty: 3026.515381
	Iteration 37Q: 3 clusters Score -1352023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1352031.500000 Penalty: 3026.515381
	Iteration 38Q: 3 clusters Score -1352032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1352037.500000 Penalty: 3026.515381
	Iteration 39Q: 3 clusters Score -1352038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1352046.250000 Penalty: 3026.515381
	Iteration 40F: 3 clusters Score -1352046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1352058.750000 Penalty: 3026.515381
	Iteration 41Q: 3 clusters Score -1352059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1352069.125000 Penalty: 3026.515381
	Iteration 42Q: 3 clusters Score -1352069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1352082.500000 Penalty: 3026.515381
	Iteration 43Q: 3 clusters Score -1352082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1352098.625000 Penalty: 3026.515381
	Iteration 44Q: 3 clusters Score -1352099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1352107.000000 Penalty: 3026.515381
	Iteration 45Q: 3 clusters Score -1352107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1352108.500000 Penalty: 3026.515381
	Iteration 46Q: 3 clusters Score -1352108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1352111.250000 Penalty: 3026.515381
	Iteration 47Q: 3 clusters Score -1352111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1352112.750000 Penalty: 3026.515381
	Iteration 48Q: 3 clusters Score -1352113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1352117.625000 Penalty: 3026.515381
	Iteration 49Q: 3 clusters Score -1352118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1352118.750000 Penalty: 3026.515381
	Iteration 50Q: 3 clusters Score -1352119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1352119.500000 Penalty: 3026.515381
	Iteration 51Q: 3 clusters Score -1352120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1352119.250000 Penalty: 3026.515381
	Iteration 52Q: 3 clusters Score -1352119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1352121.875000 Penalty: 3026.515381
	Iteration 53Q: 3 clusters Score -1352122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1352123.125000 Penalty: 3026.515381
	Iteration 54Q: 3 clusters Score -1352123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1352124.500000 Penalty: 3026.515381
	Iteration 55Q: 3 clusters Score -1352124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1352123.750000 Penalty: 3026.515381
	Iteration 56Q: 3 clusters Score -1352124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1352122.500000 Penalty: 3026.515381
	Iteration 57Q: 3 clusters Score -1352122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1352124.750000 Penalty: 3026.515381
	Iteration 58Q: 3 clusters Score -1352125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1352124.125000 Penalty: 3026.515381
	Iteration 59Q: 3 clusters Score -1352124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1352125.625000 Penalty: 3026.515381
	Iteration 60F: 3 clusters Score -1352126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1352128.250000 Penalty: 3026.515381
	Iteration 61Q: 3 clusters Score -1352128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1352129.750000 Penalty: 3026.515381
	Iteration 62Q: 3 clusters Score -1352130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1352130.125000 Penalty: 3026.515381
	Iteration 63Q: 3 clusters Score -1352130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1352131.500000 Penalty: 3026.515381
	Iteration 64Q: 3 clusters Score -1352132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1352130.625000 Penalty: 3026.515381
	Iteration 65Q: 3 clusters Score -1352131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1352132.750000 Penalty: 3026.515381
	Iteration 66Q: 3 clusters Score -1352133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1352132.750000 Penalty: 3026.515381
	Iteration 67F: 3 clusters Score -1352133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23054 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29836 members 
Mstep: Class 8 contains 34765 members 
Mstep: Class 10 contains 19038 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 22074 members 
Mstep: Class 18 contains 24839 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443950.000000 Penalty: 27982.333984
Iteration 279Q: 15 clusters Score -2.644395e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23053 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29855 members 
Mstep: Class 8 contains 34750 members 
Mstep: Class 10 contains 19036 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 22076 members 
Mstep: Class 18 contains 24834 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443948.000000 Penalty: 27982.333984
Iteration 280F: 15 clusters Score -2.644395e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23051 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29860 members 
Mstep: Class 8 contains 34746 members 
Mstep: Class 10 contains 19039 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 22082 members 
Mstep: Class 18 contains 24828 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443948.000000 Penalty: 27982.333984
Iteration 281Q: 15 clusters Score -2.644395e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23048 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29881 members 
Mstep: Class 8 contains 34740 members 
Mstep: Class 10 contains 19037 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 15 contains 22088 members 
Mstep: Class 18 contains 24814 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443988.000000 Penalty: 27982.333984
Iteration 282Q: 15 clusters Score -2.644399e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23044 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29887 members 
Mstep: Class 8 contains 34733 members 
Mstep: Class 10 contains 19037 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 15 contains 22089 members 
Mstep: Class 18 contains 24817 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444018.000000 Penalty: 27982.333984
Iteration 283Q: 15 clusters Score -2.644402e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23040 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29901 members 
Mstep: Class 8 contains 34724 members 
Mstep: Class 10 contains 19035 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 15 contains 22095 members 
Mstep: Class 18 contains 24816 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444052.000000 Penalty: 27982.333984
Iteration 284Q: 15 clusters Score -2.644405e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23037 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29918 members 
Mstep: Class 8 contains 34716 members 
Mstep: Class 10 contains 19033 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 15 contains 22092 members 
Mstep: Class 18 contains 24815 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444026.000000 Penalty: 27982.333984
Iteration 285Q: 15 clusters Score -2.644403e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23033 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29933 members 
Mstep: Class 8 contains 34714 members 
Mstep: Class 10 contains 19032 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 22093 members 
Mstep: Class 18 contains 24809 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444042.000000 Penalty: 27982.333984
Iteration 286Q: 15 clusters Score -2.644404e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23027 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29939 members 
Mstep: Class 8 contains 34716 members 
Mstep: Class 10 contains 19030 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 22096 members 
Mstep: Class 18 contains 24806 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444090.000000 Penalty: 27982.333984
Iteration 287Q: 15 clusters Score -2.644409e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23025 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29951 members 
Mstep: Class 8 contains 34717 members 
Mstep: Class 10 contains 19029 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 22093 members 
Mstep: Class 18 contains 24806 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444064.000000 Penalty: 27982.333984
Iteration 288Q: 15 clusters Score -2.644406e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23024 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29964 members 
Mstep: Class 8 contains 34715 members 
Mstep: Class 10 contains 19026 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 15 contains 22093 members 
Mstep: Class 18 contains 24805 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 11014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444050.000000 Penalty: 27982.333984
Iteration 289Q: 15 clusters Score -2.644405e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23022 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29973 members 
Mstep: Class 8 contains 34708 members 
Mstep: Class 10 contains 19028 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 22092 members 
Mstep: Class 18 contains 24807 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444052.000000 Penalty: 27982.333984
Iteration 290Q: 15 clusters Score -2.644405e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23019 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29984 members 
Mstep: Class 8 contains 34702 members 
Mstep: Class 10 contains 19031 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 22092 members 
Mstep: Class 18 contains 24804 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444082.000000 Penalty: 27982.333984
Iteration 291Q: 15 clusters Score -2.644408e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23018 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29996 members 
Mstep: Class 8 contains 34696 members 
Mstep: Class 10 contains 19035 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 22091 members 
Mstep: Class 18 contains 24801 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444038.000000 Penalty: 27982.333984
Iteration 292Q: 15 clusters Score -2.644404e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23015 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29998 members 
Mstep: Class 8 contains 34706 members 
Mstep: Class 10 contains 19037 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 22093 members 
Mstep: Class 18 contains 24800 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 11004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444080.000000 Penalty: 27982.333984
Iteration 293Q: 15 clusters Score -2.644408e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23009 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29992 members 
Mstep: Class 8 contains 34715 members 
Mstep: Class 10 contains 19037 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 22097 members 
Mstep: Class 18 contains 24796 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444068.000000 Penalty: 27982.333984
Iteration 294Q: 15 clusters Score -2.644407e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23008 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29983 members 
Mstep: Class 8 contains 34725 members 
Mstep: Class 10 contains 19038 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 22098 members 
Mstep: Class 18 contains 24795 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444102.000000 Penalty: 27982.333984
Iteration 295Q: 15 clusters Score -2.64441e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23007 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29985 members 
Mstep: Class 8 contains 34730 members 
Mstep: Class 10 contains 19036 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 22099 members 
Mstep: Class 18 contains 24790 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444084.000000 Penalty: 27982.333984
Iteration 296Q: 15 clusters Score -2.644408e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 23009 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29993 members 
Mstep: Class 8 contains 34738 members 
Mstep: Class 10 contains 19039 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12796 members 
Mstep: Class 15 contains 22103 members 
Mstep: Class 18 contains 24782 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444090.000000 Penalty: 27982.333984
Iteration 297Q: 15 clusters Score -2.644409e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23009 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29990 members 
Mstep: Class 8 contains 34762 members 
Mstep: Class 10 contains 19044 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12797 members 
Mstep: Class 15 contains 22107 members 
Mstep: Class 18 contains 24776 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444122.000000 Penalty: 27982.333984
Iteration 298Q: 15 clusters Score -2.644412e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4782 members 
Mstep: Class 5 contains 23013 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29981 members 
Mstep: Class 8 contains 34779 members 
Mstep: Class 10 contains 19045 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 22105 members 
Mstep: Class 18 contains 24772 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444116.000000 Penalty: 27982.333984
Iteration 299Q: 15 clusters Score -2.644412e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23015 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29961 members 
Mstep: Class 8 contains 34800 members 
Mstep: Class 10 contains 19045 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 22115 members 
Mstep: Class 18 contains 24769 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444150.000000 Penalty: 27982.333984
Iteration 300F: 15 clusters Score -2.644415e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23018 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29952 members 
Mstep: Class 8 contains 34819 members 
Mstep: Class 10 contains 19046 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12788 members 
Mstep: Class 15 contains 22114 members 
Mstep: Class 18 contains 24762 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444190.000000 Penalty: 27982.333984
Iteration 301Q: 15 clusters Score -2.644419e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23023 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29946 members 
Mstep: Class 8 contains 34829 members 
Mstep: Class 10 contains 19043 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12786 members 
Mstep: Class 15 contains 22114 members 
Mstep: Class 18 contains 24757 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444172.000000 Penalty: 27982.333984
Iteration 302Q: 15 clusters Score -2.644417e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23024 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29938 members 
Mstep: Class 8 contains 34834 members 
Mstep: Class 10 contains 19043 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12788 members 
Mstep: Class 15 contains 22114 members 
Mstep: Class 18 contains 24760 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444166.000000 Penalty: 27982.333984
Iteration 303Q: 15 clusters Score -2.644417e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23025 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29931 members 
Mstep: Class 8 contains 34845 members 
Mstep: Class 10 contains 19044 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12787 members 
Mstep: Class 15 contains 22115 members 
Mstep: Class 18 contains 24756 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444188.000000 Penalty: 27982.333984
Iteration 304Q: 15 clusters Score -2.644419e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 23026 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29930 members 
Mstep: Class 8 contains 34859 members 
Mstep: Class 10 contains 19045 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 15 contains 22117 members 
Mstep: Class 18 contains 24745 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444188.000000 Penalty: 27982.333984
Iteration 305Q: 15 clusters Score -2.644419e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23026 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29927 members 
Mstep: Class 8 contains 34877 members 
Mstep: Class 10 contains 19042 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 22120 members 
Mstep: Class 18 contains 24731 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444172.000000 Penalty: 27982.333984
Iteration 306Q: 15 clusters Score -2.644417e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23025 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29927 members 
Mstep: Class 8 contains 34895 members 
Mstep: Class 10 contains 19040 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12778 members 
Mstep: Class 15 contains 22121 members 
Mstep: Class 18 contains 24725 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444174.000000 Penalty: 27982.333984
Iteration 307Q: 15 clusters Score -2.644417e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23021 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29926 members 
Mstep: Class 8 contains 34914 members 
Mstep: Class 10 contains 19036 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12777 members 
Mstep: Class 15 contains 22120 members 
Mstep: Class 18 contains 24727 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444198.000000 Penalty: 27982.333984
Iteration 308Q: 15 clusters Score -2.64442e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23015 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29927 members 
Mstep: Class 8 contains 34933 members 
Mstep: Class 10 contains 19037 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12775 members 
Mstep: Class 15 contains 22122 members 
Mstep: Class 18 contains 24717 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444200.000000 Penalty: 27982.333984
Iteration 309Q: 15 clusters Score -2.64442e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 23013 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29931 members 
Mstep: Class 8 contains 34966 members 
Mstep: Class 10 contains 19030 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12777 members 
Mstep: Class 15 contains 22129 members 
Mstep: Class 18 contains 24698 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444220.000000 Penalty: 27982.333984
Iteration 310Q: 15 clusters Score -2.644422e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23011 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29945 members 
Mstep: Class 8 contains 34981 members 
Mstep: Class 10 contains 19026 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12779 members 
Mstep: Class 15 contains 22138 members 
Mstep: Class 18 contains 24682 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444206.000000 Penalty: 27982.333984
Iteration 311Q: 15 clusters Score -2.644421e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23012 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29947 members 
Mstep: Class 8 contains 35010 members 
Mstep: Class 10 contains 19021 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12779 members 
Mstep: Class 15 contains 22143 members 
Mstep: Class 18 contains 24671 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444216.000000 Penalty: 27982.333984
Iteration 312Q: 15 clusters Score -2.644422e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23014 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29961 members 
Mstep: Class 8 contains 35015 members 
Mstep: Class 10 contains 19013 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12780 members 
Mstep: Class 15 contains 22151 members 
Mstep: Class 18 contains 24661 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444174.000000 Penalty: 27982.333984
Iteration 313Q: 15 clusters Score -2.644417e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23019 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29961 members 
Mstep: Class 8 contains 35027 members 
Mstep: Class 10 contains 19009 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12776 members 
Mstep: Class 15 contains 22160 members 
Mstep: Class 18 contains 24657 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444152.000000 Penalty: 27982.333984
Iteration 314Q: 15 clusters Score -2.644415e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23022 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29973 members 
Mstep: Class 8 contains 35028 members 
Mstep: Class 10 contains 19006 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12774 members 
Mstep: Class 15 contains 22162 members 
Mstep: Class 18 contains 24654 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444138.000000 Penalty: 27982.333984
Iteration 315Q: 15 clusters Score -2.644414e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23019 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29977 members 
Mstep: Class 8 contains 35040 members 
Mstep: Class 10 contains 19004 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12772 members 
Mstep: Class 15 contains 22163 members 
Mstep: Class 18 contains 24653 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444196.000000 Penalty: 27982.333984
Iteration 316Q: 15 clusters Score -2.64442e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23015 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29976 members 
Mstep: Class 8 contains 35048 members 
Mstep: Class 10 contains 18999 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12772 members 
Mstep: Class 15 contains 22167 members 
Mstep: Class 18 contains 24651 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444148.000000 Penalty: 27982.333984
Iteration 317Q: 15 clusters Score -2.644415e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23017 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29975 members 
Mstep: Class 8 contains 35053 members 
Mstep: Class 10 contains 18995 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12776 members 
Mstep: Class 15 contains 22168 members 
Mstep: Class 18 contains 24649 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444148.000000 Penalty: 27982.333984
Iteration 318Q: 15 clusters Score -2.644415e+07 nChanged 92
Entering ConstructFrom: 
Score: -26444148.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (34885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Entering Unmasked Estep 
Score: -4259420.000000 Penalty: 1699.719482
	Iteration 0F: 2 clusters Score -4259420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4236591.500000 Penalty: 3399.438965
	Iteration 0F: 3 clusters Score -4236592 nChanged 16158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4245782.000000 Penalty: 3399.438965
	Iteration 1F: 3 clusters Score -4245782 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -4246385.500000 Penalty: 3399.438965
	Iteration 2Q: 3 clusters Score -4246386 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -4247276.500000 Penalty: 3399.438965
	Iteration 3F: 3 clusters Score -4247276 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -4248509.500000 Penalty: 3399.438965
	Iteration 4F: 3 clusters Score -4248510 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -4250150.500000 Penalty: 3399.438965
	Iteration 5F: 3 clusters Score -4250150 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -4252181.500000 Penalty: 3399.438965
	Iteration 6F: 3 clusters Score -4252182 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -4254273.500000 Penalty: 3399.438965
	Iteration 7F: 3 clusters Score -4254274 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -4256287.000000 Penalty: 3399.438965
	Iteration 8F: 3 clusters Score -4256287 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -4257578.500000 Penalty: 3399.438965
	Iteration 9Q: 3 clusters Score -4257578 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -4258178.500000 Penalty: 3399.438965
	Iteration 10Q: 3 clusters Score -4258178 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -4258439.500000 Penalty: 3399.438965
	Iteration 11Q: 3 clusters Score -4258440 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -4258572.000000 Penalty: 3399.438965
	Iteration 12Q: 3 clusters Score -4258572 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -4258626.000000 Penalty: 3399.438965
	Iteration 13Q: 3 clusters Score -4258626 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4258657.000000 Penalty: 3399.438965
	Iteration 14Q: 3 clusters Score -4258657 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -4258695.500000 Penalty: 3399.438965
	Iteration 15Q: 3 clusters Score -4258696 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -4258710.500000 Penalty: 3399.438965
	Iteration 16Q: 3 clusters Score -4258710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4258719.500000 Penalty: 3399.438965
	Iteration 17Q: 3 clusters Score -4258720 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4258729.500000 Penalty: 3399.438965
	Iteration 18Q: 3 clusters Score -4258730 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -4258739.500000 Penalty: 3399.438965
	Iteration 19Q: 3 clusters Score -4258740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4258742.500000 Penalty: 3399.438965
	Iteration 20F: 3 clusters Score -4258742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4258745.500000 Penalty: 3399.438965
	Iteration 21Q: 3 clusters Score -4258746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -4258748.000000 Penalty: 3399.438965
	Iteration 22Q: 3 clusters Score -4258748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -4258759.500000 Penalty: 3399.438965
	Iteration 23Q: 3 clusters Score -4258760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -4258757.500000 Penalty: 3399.438965
	Iteration 24Q: 3 clusters Score -4258758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -4258763.500000 Penalty: 3399.438965
	Iteration 25Q: 3 clusters Score -4258764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4258754.000000 Penalty: 3399.438965
	Iteration 26Q: 3 clusters Score -4258754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -4258770.000000 Penalty: 3399.438965
	Iteration 27Q: 3 clusters Score -4258770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4258762.500000 Penalty: 3399.438965
	Iteration 28Q: 3 clusters Score -4258762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -4258753.000000 Penalty: 3399.438965
	Iteration 29Q: 3 clusters Score -4258753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -4258754.500000 Penalty: 3399.438965
	Iteration 30Q: 3 clusters Score -4258754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -4258766.000000 Penalty: 3399.438965
	Iteration 31Q: 3 clusters Score -4258766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -4258768.000000 Penalty: 3399.438965
	Iteration 32Q: 3 clusters Score -4258768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4258767.000000 Penalty: 3399.438965
	Iteration 33Q: 3 clusters Score -4258767 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -4258783.000000 Penalty: 3399.438965
	Iteration 34Q: 3 clusters Score -4258783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4258780.500000 Penalty: 3399.438965
	Iteration 35Q: 3 clusters Score -4258780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4258790.500000 Penalty: 3399.438965
	Iteration 36Q: 3 clusters Score -4258790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -4258787.500000 Penalty: 3399.438965
	Iteration 37Q: 3 clusters Score -4258788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -4258783.000000 Penalty: 3399.438965
	Iteration 38Q: 3 clusters Score -4258783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -4258781.000000 Penalty: 3399.438965
	Iteration 39Q: 3 clusters Score -4258781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4258782.500000 Penalty: 3399.438965
	Iteration 40F: 3 clusters Score -4258782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -4258790.500000 Penalty: 3399.438965
	Iteration 41Q: 3 clusters Score -4258790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4258799.500000 Penalty: 3399.438965
	Iteration 42Q: 3 clusters Score -4258800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4258800.000000 Penalty: 3399.438965
	Iteration 43Q: 3 clusters Score -4258800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4258809.000000 Penalty: 3399.438965
	Iteration 44Q: 3 clusters Score -4258809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4258814.500000 Penalty: 3399.438965
	Iteration 45Q: 3 clusters Score -4258814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -4258816.000000 Penalty: 3399.438965
	Iteration 46Q: 3 clusters Score -4258816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -4258818.500000 Penalty: 3399.438965
	Iteration 47Q: 3 clusters Score -4258818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -4258807.500000 Penalty: 3399.438965
	Iteration 48Q: 3 clusters Score -4258808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -4258808.000000 Penalty: 3399.438965
	Iteration 49Q: 3 clusters Score -4258808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -4258810.000000 Penalty: 3399.438965
	Iteration 50Q: 3 clusters Score -4258810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -4258813.000000 Penalty: 3399.438965
	Iteration 51Q: 3 clusters Score -4258813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4258810.000000 Penalty: 3399.438965
	Iteration 52Q: 3 clusters Score -4258810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -4258803.500000 Penalty: 3399.438965
	Iteration 53Q: 3 clusters Score -4258804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4258805.500000 Penalty: 3399.438965
	Iteration 54Q: 3 clusters Score -4258806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -4258801.500000 Penalty: 3399.438965
	Iteration 55Q: 3 clusters Score -4258802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4258803.000000 Penalty: 3399.438965
	Iteration 56Q: 3 clusters Score -4258803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -4258805.500000 Penalty: 3399.438965
	Iteration 57Q: 3 clusters Score -4258806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -4258805.500000 Penalty: 3399.438965
	Iteration 58Q: 3 clusters Score -4258806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4258804.000000 Penalty: 3399.438965
	Iteration 59Q: 3 clusters Score -4258804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4258804.000000 Penalty: 3399.438965
	Iteration 60F: 3 clusters Score -4258804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -38151.027344 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -38151.03 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 193 members 
Entering Unmasked Estep 
Score: -37298.632812 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -37298.63 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37484.367188 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -37484.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37536.781250 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -37536.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37547.605469 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -37547.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37551.957031 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -37551.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37555.320312 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -37555.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37555.320312 Penalty: 1930.555664
	Iteration 6F: 3 clusters Score -37555.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Entering Unmasked Estep 
Score: -554987.625000 Penalty: 1376.935791
	Iteration 0F: 2 clusters Score -554987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -551202.937500 Penalty: 2753.871582
	Iteration 0F: 3 clusters Score -551202.9 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -552304.312500 Penalty: 2753.871582
	Iteration 1F: 3 clusters Score -552304.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -552549.375000 Penalty: 2753.871582
	Iteration 2F: 3 clusters Score -552549.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -552769.000000 Penalty: 2753.871582
	Iteration 3F: 3 clusters Score -552769 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -552985.625000 Penalty: 2753.871582
	Iteration 4F: 3 clusters Score -552985.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -553234.375000 Penalty: 2753.871582
	Iteration 5F: 3 clusters Score -553234.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -553422.312500 Penalty: 2753.871582
	Iteration 6F: 3 clusters Score -553422.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -553539.937500 Penalty: 2753.871582
	Iteration 7Q: 3 clusters Score -553539.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -553645.687500 Penalty: 2753.871582
	Iteration 8Q: 3 clusters Score -553645.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -553729.750000 Penalty: 2753.871582
	Iteration 9Q: 3 clusters Score -553729.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -553820.437500 Penalty: 2753.871582
	Iteration 10Q: 3 clusters Score -553820.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -553895.937500 Penalty: 2753.871582
	Iteration 11Q: 3 clusters Score -553895.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -553951.875000 Penalty: 2753.871582
	Iteration 12Q: 3 clusters Score -553951.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -553984.125000 Penalty: 2753.871582
	Iteration 13Q: 3 clusters Score -553984.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -554011.187500 Penalty: 2753.871582
	Iteration 14Q: 3 clusters Score -554011.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -554034.562500 Penalty: 2753.871582
	Iteration 15Q: 3 clusters Score -554034.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -554059.187500 Penalty: 2753.871582
	Iteration 16Q: 3 clusters Score -554059.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -554075.437500 Penalty: 2753.871582
	Iteration 17Q: 3 clusters Score -554075.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -554083.875000 Penalty: 2753.871582
	Iteration 18Q: 3 clusters Score -554083.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -554089.000000 Penalty: 2753.871582
	Iteration 19Q: 3 clusters Score -554089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -554092.250000 Penalty: 2753.871582
	Iteration 20F: 3 clusters Score -554092.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -554096.687500 Penalty: 2753.871582
	Iteration 21Q: 3 clusters Score -554096.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -554103.750000 Penalty: 2753.871582
	Iteration 22Q: 3 clusters Score -554103.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -554108.125000 Penalty: 2753.871582
	Iteration 23Q: 3 clusters Score -554108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -554109.687500 Penalty: 2753.871582
	Iteration 24Q: 3 clusters Score -554109.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -554110.500000 Penalty: 2753.871582
	Iteration 25Q: 3 clusters Score -554110.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -554111.562500 Penalty: 2753.871582
	Iteration 26Q: 3 clusters Score -554111.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -554113.250000 Penalty: 2753.871582
	Iteration 27Q: 3 clusters Score -554113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -554113.062500 Penalty: 2753.871582
	Iteration 28Q: 3 clusters Score -554113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -554114.937500 Penalty: 2753.871582
	Iteration 29Q: 3 clusters Score -554114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -554115.312500 Penalty: 2753.871582
	Iteration 30Q: 3 clusters Score -554115.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -554115.312500 Penalty: 2753.871582
	Iteration 31F: 3 clusters Score -554115.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Entering Unmasked Estep 
Score: -2839973.500000 Penalty: 1632.155273
	Iteration 0F: 2 clusters Score -2839974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2824371.000000 Penalty: 3264.310547
	Iteration 0F: 3 clusters Score -2824371 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2830325.500000 Penalty: 3264.310547
	Iteration 1F: 3 clusters Score -2830326 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2830767.000000 Penalty: 3264.310547
	Iteration 2Q: 3 clusters Score -2830767 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2831171.000000 Penalty: 3264.310547
	Iteration 3Q: 3 clusters Score -2831171 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2831531.750000 Penalty: 3264.310547
	Iteration 4Q: 3 clusters Score -2831532 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2831916.500000 Penalty: 3264.310547
	Iteration 5Q: 3 clusters Score -2831916 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2832306.000000 Penalty: 3264.310547
	Iteration 6Q: 3 clusters Score -2832306 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2832685.750000 Penalty: 3264.310547
	Iteration 7Q: 3 clusters Score -2832686 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2833080.500000 Penalty: 3264.310547
	Iteration 8Q: 3 clusters Score -2833080 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2833481.500000 Penalty: 3264.310547
	Iteration 9Q: 3 clusters Score -2833482 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2833851.750000 Penalty: 3264.310547
	Iteration 10Q: 3 clusters Score -2833852 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2834275.250000 Penalty: 3264.310547
	Iteration 11Q: 3 clusters Score -2834275 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2834675.000000 Penalty: 3264.310547
	Iteration 12Q: 3 clusters Score -2834675 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2835119.000000 Penalty: 3264.310547
	Iteration 13Q: 3 clusters Score -2835119 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2835586.750000 Penalty: 3264.310547
	Iteration 14Q: 3 clusters Score -2835587 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2836052.500000 Penalty: 3264.310547
	Iteration 15Q: 3 clusters Score -2836052 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2836369.250000 Penalty: 3264.310547
	Iteration 16Q: 3 clusters Score -2836369 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2836603.000000 Penalty: 3264.310547
	Iteration 17Q: 3 clusters Score -2836603 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2836770.250000 Penalty: 3264.310547
	Iteration 18Q: 3 clusters Score -2836770 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2836880.250000 Penalty: 3264.310547
	Iteration 19Q: 3 clusters Score -2836880 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2836961.000000 Penalty: 3264.310547
	Iteration 20F: 3 clusters Score -2836961 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2837026.250000 Penalty: 3264.310547
	Iteration 21Q: 3 clusters Score -2837026 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2837072.000000 Penalty: 3264.310547
	Iteration 22Q: 3 clusters Score -2837072 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2837109.750000 Penalty: 3264.310547
	Iteration 23Q: 3 clusters Score -2837110 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2837135.000000 Penalty: 3264.310547
	Iteration 24Q: 3 clusters Score -2837135 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2837158.000000 Penalty: 3264.310547
	Iteration 25Q: 3 clusters Score -2837158 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2837190.250000 Penalty: 3264.310547
	Iteration 26Q: 3 clusters Score -2837190 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2837189.500000 Penalty: 3264.310547
	Iteration 27Q: 3 clusters Score -2837190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2837209.250000 Penalty: 3264.310547
	Iteration 28Q: 3 clusters Score -2837209 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2837230.250000 Penalty: 3264.310547
	Iteration 29Q: 3 clusters Score -2837230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2837239.000000 Penalty: 3264.310547
	Iteration 30Q: 3 clusters Score -2837239 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2837259.250000 Penalty: 3264.310547
	Iteration 31Q: 3 clusters Score -2837259 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2837288.000000 Penalty: 3264.310547
	Iteration 32Q: 3 clusters Score -2837288 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2837305.500000 Penalty: 3264.310547
	Iteration 33Q: 3 clusters Score -2837306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2837309.750000 Penalty: 3264.310547
	Iteration 34Q: 3 clusters Score -2837310 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2837332.250000 Penalty: 3264.310547
	Iteration 35Q: 3 clusters Score -2837332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2837351.250000 Penalty: 3264.310547
	Iteration 36Q: 3 clusters Score -2837351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2837356.750000 Penalty: 3264.310547
	Iteration 37Q: 3 clusters Score -2837357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2837356.000000 Penalty: 3264.310547
	Iteration 38Q: 3 clusters Score -2837356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2837374.750000 Penalty: 3264.310547
	Iteration 39Q: 3 clusters Score -2837375 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2837377.500000 Penalty: 3264.310547
	Iteration 40F: 3 clusters Score -2837378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2837394.250000 Penalty: 3264.310547
	Iteration 41Q: 3 clusters Score -2837394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2837410.250000 Penalty: 3264.310547
	Iteration 42Q: 3 clusters Score -2837410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2837410.750000 Penalty: 3264.310547
	Iteration 43Q: 3 clusters Score -2837411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2837420.250000 Penalty: 3264.310547
	Iteration 44Q: 3 clusters Score -2837420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2837425.750000 Penalty: 3264.310547
	Iteration 45Q: 3 clusters Score -2837426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2837436.250000 Penalty: 3264.310547
	Iteration 46Q: 3 clusters Score -2837436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2837442.000000 Penalty: 3264.310547
	Iteration 47Q: 3 clusters Score -2837442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2837448.500000 Penalty: 3264.310547
	Iteration 48Q: 3 clusters Score -2837448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2837459.750000 Penalty: 3264.310547
	Iteration 49Q: 3 clusters Score -2837460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2837469.000000 Penalty: 3264.310547
	Iteration 50Q: 3 clusters Score -2837469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2837490.000000 Penalty: 3264.310547
	Iteration 51Q: 3 clusters Score -2837490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2837486.250000 Penalty: 3264.310547
	Iteration 52Q: 3 clusters Score -2837486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2837490.750000 Penalty: 3264.310547
	Iteration 53Q: 3 clusters Score -2837491 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2837500.500000 Penalty: 3264.310547
	Iteration 54Q: 3 clusters Score -2837500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2837504.000000 Penalty: 3264.310547
	Iteration 55Q: 3 clusters Score -2837504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2837507.000000 Penalty: 3264.310547
	Iteration 56Q: 3 clusters Score -2837507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2837515.000000 Penalty: 3264.310547
	Iteration 57Q: 3 clusters Score -2837515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2837514.500000 Penalty: 3264.310547
	Iteration 58Q: 3 clusters Score -2837514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2837518.500000 Penalty: 3264.310547
	Iteration 59Q: 3 clusters Score -2837518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2837532.750000 Penalty: 3264.310547
	Iteration 60F: 3 clusters Score -2837533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2837536.000000 Penalty: 3264.310547
	Iteration 61Q: 3 clusters Score -2837536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2837529.000000 Penalty: 3264.310547
	Iteration 62Q: 3 clusters Score -2837529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2837537.250000 Penalty: 3264.310547
	Iteration 63Q: 3 clusters Score -2837537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2837556.000000 Penalty: 3264.310547
	Iteration 64Q: 3 clusters Score -2837556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2837558.000000 Penalty: 3264.310547
	Iteration 65Q: 3 clusters Score -2837558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2837558.500000 Penalty: 3264.310547
	Iteration 66Q: 3 clusters Score -2837558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2837566.750000 Penalty: 3264.310547
	Iteration 67Q: 3 clusters Score -2837567 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2837566.500000 Penalty: 3264.310547
	Iteration 68Q: 3 clusters Score -2837566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2837566.500000 Penalty: 3264.310547
	Iteration 69Q: 3 clusters Score -2837566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2837569.750000 Penalty: 3264.310547
	Iteration 70Q: 3 clusters Score -2837570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2837576.500000 Penalty: 3264.310547
	Iteration 71Q: 3 clusters Score -2837576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2837577.500000 Penalty: 3264.310547
	Iteration 72Q: 3 clusters Score -2837578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2837593.500000 Penalty: 3264.310547
	Iteration 73Q: 3 clusters Score -2837594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2837589.750000 Penalty: 3264.310547
	Iteration 74Q: 3 clusters Score -2837590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2837587.750000 Penalty: 3264.310547
	Iteration 75Q: 3 clusters Score -2837588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2837587.750000 Penalty: 3264.310547
	Iteration 76Q: 3 clusters Score -2837588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2837593.500000 Penalty: 3264.310547
	Iteration 77Q: 3 clusters Score -2837594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2837599.500000 Penalty: 3264.310547
	Iteration 78Q: 3 clusters Score -2837600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2837604.750000 Penalty: 3264.310547
	Iteration 79Q: 3 clusters Score -2837605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2837611.000000 Penalty: 3264.310547
	Iteration 80F: 3 clusters Score -2837611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2837609.250000 Penalty: 3264.310547
	Iteration 81Q: 3 clusters Score -2837609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2837608.500000 Penalty: 3264.310547
	Iteration 82Q: 3 clusters Score -2837608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2837607.750000 Penalty: 3264.310547
	Iteration 83Q: 3 clusters Score -2837608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2837612.250000 Penalty: 3264.310547
	Iteration 84Q: 3 clusters Score -2837612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2837612.500000 Penalty: 3264.310547
	Iteration 85Q: 3 clusters Score -2837612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2837617.250000 Penalty: 3264.310547
	Iteration 86Q: 3 clusters Score -2837617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2837616.250000 Penalty: 3264.310547
	Iteration 87Q: 3 clusters Score -2837616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2837608.750000 Penalty: 3264.310547
	Iteration 88Q: 3 clusters Score -2837609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2837613.000000 Penalty: 3264.310547
	Iteration 89Q: 3 clusters Score -2837613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2837613.750000 Penalty: 3264.310547
	Iteration 90Q: 3 clusters Score -2837614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2837617.000000 Penalty: 3264.310547
	Iteration 91Q: 3 clusters Score -2837617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2837619.750000 Penalty: 3264.310547
	Iteration 92Q: 3 clusters Score -2837620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2837620.500000 Penalty: 3264.310547
	Iteration 93Q: 3 clusters Score -2837620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2837621.250000 Penalty: 3264.310547
	Iteration 94Q: 3 clusters Score -2837621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2837616.000000 Penalty: 3264.310547
	Iteration 95Q: 3 clusters Score -2837616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2837621.000000 Penalty: 3264.310547
	Iteration 96Q: 3 clusters Score -2837621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2837622.500000 Penalty: 3264.310547
	Iteration 97Q: 3 clusters Score -2837622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2837620.750000 Penalty: 3264.310547
	Iteration 98Q: 3 clusters Score -2837621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2837621.500000 Penalty: 3264.310547
	Iteration 99Q: 3 clusters Score -2837622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2837619.000000 Penalty: 3264.310547
	Iteration 100F: 3 clusters Score -2837619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2837626.250000 Penalty: 3264.310547
	Iteration 101Q: 3 clusters Score -2837626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2837626.750000 Penalty: 3264.310547
	Iteration 102Q: 3 clusters Score -2837627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2837626.750000 Penalty: 3264.310547
	Iteration 103F: 3 clusters Score -2837627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53649.703125 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53649.7 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 167 members 
Entering Unmasked Estep 
Score: -52708.167969 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52708.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52857.101562 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52857.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -52890.988281 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -52890.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -52903.187500 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52903.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -52907.222656 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52907.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -52907.222656 Penalty: 1884.705200
	Iteration 5F: 3 clusters Score -52907.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Entering Unmasked Estep 
Score: -3732266.750000 Penalty: 1675.069336
	Iteration 0F: 2 clusters Score -3732267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3714688.250000 Penalty: 3350.138672
	Iteration 0F: 3 clusters Score -3714688 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3722056.750000 Penalty: 3350.138672
	Iteration 1F: 3 clusters Score -3722057 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3722434.500000 Penalty: 3350.138672
	Iteration 2Q: 3 clusters Score -3722434 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3722886.750000 Penalty: 3350.138672
	Iteration 3Q: 3 clusters Score -3722887 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3723419.500000 Penalty: 3350.138672
	Iteration 4F: 3 clusters Score -3723420 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3724060.250000 Penalty: 3350.138672
	Iteration 5F: 3 clusters Score -3724060 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3724918.000000 Penalty: 3350.138672
	Iteration 6F: 3 clusters Score -3724918 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3726387.500000 Penalty: 3350.138672
	Iteration 7F: 3 clusters Score -3726388 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3728079.750000 Penalty: 3350.138672
	Iteration 8F: 3 clusters Score -3728080 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3729596.750000 Penalty: 3350.138672
	Iteration 9F: 3 clusters Score -3729597 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3730649.750000 Penalty: 3350.138672
	Iteration 10F: 3 clusters Score -3730650 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3730992.500000 Penalty: 3350.138672
	Iteration 11F: 3 clusters Score -3730992 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3731080.500000 Penalty: 3350.138672
	Iteration 12Q: 3 clusters Score -3731080 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3731040.750000 Penalty: 3350.138672
	Iteration 13Q: 3 clusters Score -3731041 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3731002.500000 Penalty: 3350.138672
	Iteration 14Q: 3 clusters Score -3731002 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3730951.000000 Penalty: 3350.138672
	Iteration 15Q: 3 clusters Score -3730951 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3730952.750000 Penalty: 3350.138672
	Iteration 16Q: 3 clusters Score -3730953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3730973.750000 Penalty: 3350.138672
	Iteration 17Q: 3 clusters Score -3730974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3730974.500000 Penalty: 3350.138672
	Iteration 18Q: 3 clusters Score -3730974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3730981.000000 Penalty: 3350.138672
	Iteration 19Q: 3 clusters Score -3730981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3730986.500000 Penalty: 3350.138672
	Iteration 20F: 3 clusters Score -3730986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3730987.750000 Penalty: 3350.138672
	Iteration 21Q: 3 clusters Score -3730988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3730981.500000 Penalty: 3350.138672
	Iteration 22Q: 3 clusters Score -3730982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3730985.500000 Penalty: 3350.138672
	Iteration 23Q: 3 clusters Score -3730986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3730986.750000 Penalty: 3350.138672
	Iteration 24Q: 3 clusters Score -3730987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3730992.250000 Penalty: 3350.138672
	Iteration 25Q: 3 clusters Score -3730992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3730988.000000 Penalty: 3350.138672
	Iteration 26Q: 3 clusters Score -3730988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3730990.000000 Penalty: 3350.138672
	Iteration 27Q: 3 clusters Score -3730990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3730992.000000 Penalty: 3350.138672
	Iteration 28Q: 3 clusters Score -3730992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3730994.000000 Penalty: 3350.138672
	Iteration 29Q: 3 clusters Score -3730994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3730994.000000 Penalty: 3350.138672
	Iteration 30F: 3 clusters Score -3730994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Entering Unmasked Estep 
Score: -4366015.500000 Penalty: 1700.518677
	Iteration 0F: 2 clusters Score -4366016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -4344875.000000 Penalty: 3401.037354
	Iteration 0F: 3 clusters Score -4344875 nChanged 16383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4354150.500000 Penalty: 3401.037354
	Iteration 1F: 3 clusters Score -4354150 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -4354761.500000 Penalty: 3401.037354
	Iteration 2Q: 3 clusters Score -4354762 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -4355690.500000 Penalty: 3401.037354
	Iteration 3F: 3 clusters Score -4355690 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -4356948.500000 Penalty: 3401.037354
	Iteration 4F: 3 clusters Score -4356948 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -4358424.500000 Penalty: 3401.037354
	Iteration 5F: 3 clusters Score -4358424 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -4360080.000000 Penalty: 3401.037354
	Iteration 6F: 3 clusters Score -4360080 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -4361574.500000 Penalty: 3401.037354
	Iteration 7F: 3 clusters Score -4361574 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -4362704.000000 Penalty: 3401.037354
	Iteration 8Q: 3 clusters Score -4362704 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -4363305.000000 Penalty: 3401.037354
	Iteration 9Q: 3 clusters Score -4363305 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -4363603.500000 Penalty: 3401.037354
	Iteration 10Q: 3 clusters Score -4363604 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -4363722.000000 Penalty: 3401.037354
	Iteration 11Q: 3 clusters Score -4363722 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -4363782.000000 Penalty: 3401.037354
	Iteration 12Q: 3 clusters Score -4363782 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -4363812.000000 Penalty: 3401.037354
	Iteration 13Q: 3 clusters Score -4363812 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4363862.000000 Penalty: 3401.037354
	Iteration 14Q: 3 clusters Score -4363862 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4363890.500000 Penalty: 3401.037354
	Iteration 15Q: 3 clusters Score -4363890 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4363903.500000 Penalty: 3401.037354
	Iteration 16Q: 3 clusters Score -4363904 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4363931.500000 Penalty: 3401.037354
	Iteration 17Q: 3 clusters Score -4363932 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4363972.000000 Penalty: 3401.037354
	Iteration 18Q: 3 clusters Score -4363972 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4363988.000000 Penalty: 3401.037354
	Iteration 19Q: 3 clusters Score -4363988 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4363998.500000 Penalty: 3401.037354
	Iteration 20F: 3 clusters Score -4363998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4363992.500000 Penalty: 3401.037354
	Iteration 21Q: 3 clusters Score -4363992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4364005.000000 Penalty: 3401.037354
	Iteration 22Q: 3 clusters Score -4364005 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4364015.500000 Penalty: 3401.037354
	Iteration 23Q: 3 clusters Score -4364016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4364036.000000 Penalty: 3401.037354
	Iteration 24Q: 3 clusters Score -4364036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4364041.000000 Penalty: 3401.037354
	Iteration 25Q: 3 clusters Score -4364041 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4364055.500000 Penalty: 3401.037354
	Iteration 26Q: 3 clusters Score -4364056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4364056.000000 Penalty: 3401.037354
	Iteration 27Q: 3 clusters Score -4364056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4364058.500000 Penalty: 3401.037354
	Iteration 28Q: 3 clusters Score -4364058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4364073.500000 Penalty: 3401.037354
	Iteration 29Q: 3 clusters Score -4364074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4364077.000000 Penalty: 3401.037354
	Iteration 30Q: 3 clusters Score -4364077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4364080.500000 Penalty: 3401.037354
	Iteration 31Q: 3 clusters Score -4364080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4364076.500000 Penalty: 3401.037354
	Iteration 32Q: 3 clusters Score -4364076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4364076.000000 Penalty: 3401.037354
	Iteration 33Q: 3 clusters Score -4364076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4364063.000000 Penalty: 3401.037354
	Iteration 34Q: 3 clusters Score -4364063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4364086.500000 Penalty: 3401.037354
	Iteration 35Q: 3 clusters Score -4364086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4364080.000000 Penalty: 3401.037354
	Iteration 36Q: 3 clusters Score -4364080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4364082.000000 Penalty: 3401.037354
	Iteration 37Q: 3 clusters Score -4364082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4364089.500000 Penalty: 3401.037354
	Iteration 38Q: 3 clusters Score -4364090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4364104.000000 Penalty: 3401.037354
	Iteration 39Q: 3 clusters Score -4364104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4364111.000000 Penalty: 3401.037354
	Iteration 40F: 3 clusters Score -4364111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4364113.000000 Penalty: 3401.037354
	Iteration 41Q: 3 clusters Score -4364113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4364117.000000 Penalty: 3401.037354
	Iteration 42Q: 3 clusters Score -4364117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4364120.000000 Penalty: 3401.037354
	Iteration 43Q: 3 clusters Score -4364120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4364122.000000 Penalty: 3401.037354
	Iteration 44Q: 3 clusters Score -4364122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4364127.500000 Penalty: 3401.037354
	Iteration 45Q: 3 clusters Score -4364128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4364124.000000 Penalty: 3401.037354
	Iteration 46Q: 3 clusters Score -4364124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4364124.500000 Penalty: 3401.037354
	Iteration 47Q: 3 clusters Score -4364124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4364127.000000 Penalty: 3401.037354
	Iteration 48Q: 3 clusters Score -4364127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4364131.000000 Penalty: 3401.037354
	Iteration 49Q: 3 clusters Score -4364131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4364122.500000 Penalty: 3401.037354
	Iteration 50Q: 3 clusters Score -4364122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4364122.000000 Penalty: 3401.037354
	Iteration 51Q: 3 clusters Score -4364122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4364132.000000 Penalty: 3401.037354
	Iteration 52Q: 3 clusters Score -4364132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4364139.500000 Penalty: 3401.037354
	Iteration 53Q: 3 clusters Score -4364140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4364139.500000 Penalty: 3401.037354
	Iteration 54Q: 3 clusters Score -4364140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4364141.500000 Penalty: 3401.037354
	Iteration 55Q: 3 clusters Score -4364142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4364142.000000 Penalty: 3401.037354
	Iteration 56Q: 3 clusters Score -4364142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4364141.000000 Penalty: 3401.037354
	Iteration 57Q: 3 clusters Score -4364141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4364143.000000 Penalty: 3401.037354
	Iteration 58Q: 3 clusters Score -4364143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4364145.000000 Penalty: 3401.037354
	Iteration 59Q: 3 clusters Score -4364145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4364147.500000 Penalty: 3401.037354
	Iteration 60F: 3 clusters Score -4364148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4364147.500000 Penalty: 3401.037354
	Iteration 61Q: 3 clusters Score -4364148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4364147.500000 Penalty: 3401.037354
	Iteration 62F: 3 clusters Score -4364148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Entering Unmasked Estep 
Score: -2283650.250000 Penalty: 1600.930176
	Iteration 0F: 2 clusters Score -2283650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2270600.000000 Penalty: 3201.860352
	Iteration 0F: 3 clusters Score -2270600 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2275393.250000 Penalty: 3201.860352
	Iteration 1F: 3 clusters Score -2275393 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2275885.750000 Penalty: 3201.860352
	Iteration 2F: 3 clusters Score -2275886 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2276463.750000 Penalty: 3201.860352
	Iteration 3F: 3 clusters Score -2276464 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2277146.750000 Penalty: 3201.860352
	Iteration 4F: 3 clusters Score -2277147 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2278031.250000 Penalty: 3201.860352
	Iteration 5F: 3 clusters Score -2278031 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2279121.500000 Penalty: 3201.860352
	Iteration 6F: 3 clusters Score -2279122 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2280352.750000 Penalty: 3201.860352
	Iteration 7F: 3 clusters Score -2280353 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2281407.750000 Penalty: 3201.860352
	Iteration 8Q: 3 clusters Score -2281408 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2281871.750000 Penalty: 3201.860352
	Iteration 9Q: 3 clusters Score -2281872 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2282063.250000 Penalty: 3201.860352
	Iteration 10Q: 3 clusters Score -2282063 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2282160.000000 Penalty: 3201.860352
	Iteration 11Q: 3 clusters Score -2282160 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2282224.250000 Penalty: 3201.860352
	Iteration 12Q: 3 clusters Score -2282224 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2282263.750000 Penalty: 3201.860352
	Iteration 13Q: 3 clusters Score -2282264 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2282302.750000 Penalty: 3201.860352
	Iteration 14Q: 3 clusters Score -2282303 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2282327.250000 Penalty: 3201.860352
	Iteration 15Q: 3 clusters Score -2282327 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2282342.250000 Penalty: 3201.860352
	Iteration 16Q: 3 clusters Score -2282342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2282378.750000 Penalty: 3201.860352
	Iteration 17Q: 3 clusters Score -2282379 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2282391.500000 Penalty: 3201.860352
	Iteration 18Q: 3 clusters Score -2282392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2282412.500000 Penalty: 3201.860352
	Iteration 19Q: 3 clusters Score -2282412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2282420.000000 Penalty: 3201.860352
	Iteration 20F: 3 clusters Score -2282420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2282426.750000 Penalty: 3201.860352
	Iteration 21Q: 3 clusters Score -2282427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2282436.750000 Penalty: 3201.860352
	Iteration 22Q: 3 clusters Score -2282437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2282435.250000 Penalty: 3201.860352
	Iteration 23Q: 3 clusters Score -2282435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2282439.250000 Penalty: 3201.860352
	Iteration 24Q: 3 clusters Score -2282439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2282441.750000 Penalty: 3201.860352
	Iteration 25Q: 3 clusters Score -2282442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2282448.500000 Penalty: 3201.860352
	Iteration 26Q: 3 clusters Score -2282448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2282459.750000 Penalty: 3201.860352
	Iteration 27Q: 3 clusters Score -2282460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2282471.250000 Penalty: 3201.860352
	Iteration 28Q: 3 clusters Score -2282471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2282483.500000 Penalty: 3201.860352
	Iteration 29Q: 3 clusters Score -2282484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2282487.750000 Penalty: 3201.860352
	Iteration 30Q: 3 clusters Score -2282488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2282493.000000 Penalty: 3201.860352
	Iteration 31Q: 3 clusters Score -2282493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2282496.250000 Penalty: 3201.860352
	Iteration 32Q: 3 clusters Score -2282496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2282505.250000 Penalty: 3201.860352
	Iteration 33Q: 3 clusters Score -2282505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2282511.500000 Penalty: 3201.860352
	Iteration 34Q: 3 clusters Score -2282512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2282513.000000 Penalty: 3201.860352
	Iteration 35Q: 3 clusters Score -2282513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2282512.750000 Penalty: 3201.860352
	Iteration 36Q: 3 clusters Score -2282513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2282513.750000 Penalty: 3201.860352
	Iteration 37Q: 3 clusters Score -2282514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2282513.750000 Penalty: 3201.860352
	Iteration 38Q: 3 clusters Score -2282514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2282516.500000 Penalty: 3201.860352
	Iteration 39Q: 3 clusters Score -2282516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2282519.750000 Penalty: 3201.860352
	Iteration 40F: 3 clusters Score -2282520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2282518.000000 Penalty: 3201.860352
	Iteration 41Q: 3 clusters Score -2282518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2282521.750000 Penalty: 3201.860352
	Iteration 42Q: 3 clusters Score -2282522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2282526.750000 Penalty: 3201.860352
	Iteration 43Q: 3 clusters Score -2282527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2282526.250000 Penalty: 3201.860352
	Iteration 44Q: 3 clusters Score -2282526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2282523.500000 Penalty: 3201.860352
	Iteration 45Q: 3 clusters Score -2282524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2282527.500000 Penalty: 3201.860352
	Iteration 46Q: 3 clusters Score -2282528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2282530.000000 Penalty: 3201.860352
	Iteration 47Q: 3 clusters Score -2282530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2282527.750000 Penalty: 3201.860352
	Iteration 48Q: 3 clusters Score -2282528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2282526.250000 Penalty: 3201.860352
	Iteration 49Q: 3 clusters Score -2282526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2282526.000000 Penalty: 3201.860352
	Iteration 50Q: 3 clusters Score -2282526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2282527.000000 Penalty: 3201.860352
	Iteration 51Q: 3 clusters Score -2282527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2282528.750000 Penalty: 3201.860352
	Iteration 52Q: 3 clusters Score -2282529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2282530.250000 Penalty: 3201.860352
	Iteration 53Q: 3 clusters Score -2282530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2282527.500000 Penalty: 3201.860352
	Iteration 54Q: 3 clusters Score -2282528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2282528.500000 Penalty: 3201.860352
	Iteration 55Q: 3 clusters Score -2282528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2282528.500000 Penalty: 3201.860352
	Iteration 56F: 3 clusters Score -2282528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -15926.824219 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -15926.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15247.446289 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15247.45 nChanged 19
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: -15310.603516 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15310.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15332.577148 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -15332.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15340.959961 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -15340.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15340.959961 Penalty: 1632.761108
	Iteration 4F: 3 clusters Score -15340.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Entering Unmasked Estep 
Score: -1579546.875000 Penalty: 1536.477295
	Iteration 0F: 2 clusters Score -1579547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1570569.250000 Penalty: 3072.954590
	Iteration 0F: 3 clusters Score -1570569 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1573560.125000 Penalty: 3072.954590
	Iteration 1F: 3 clusters Score -1573560 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1573832.875000 Penalty: 3072.954590
	Iteration 2F: 3 clusters Score -1573833 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1574060.125000 Penalty: 3072.954590
	Iteration 3Q: 3 clusters Score -1574060 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1574334.625000 Penalty: 3072.954590
	Iteration 4Q: 3 clusters Score -1574335 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1574686.375000 Penalty: 3072.954590
	Iteration 5F: 3 clusters Score -1574686 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1575125.375000 Penalty: 3072.954590
	Iteration 6F: 3 clusters Score -1575125 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1575670.750000 Penalty: 3072.954590
	Iteration 7F: 3 clusters Score -1575671 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1576319.750000 Penalty: 3072.954590
	Iteration 8F: 3 clusters Score -1576320 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1576980.500000 Penalty: 3072.954590
	Iteration 9F: 3 clusters Score -1576980 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1577505.000000 Penalty: 3072.954590
	Iteration 10Q: 3 clusters Score -1577505 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1577822.750000 Penalty: 3072.954590
	Iteration 11Q: 3 clusters Score -1577823 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1577973.375000 Penalty: 3072.954590
	Iteration 12Q: 3 clusters Score -1577973 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1578071.250000 Penalty: 3072.954590
	Iteration 13Q: 3 clusters Score -1578071 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1578136.500000 Penalty: 3072.954590
	Iteration 14Q: 3 clusters Score -1578136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1578180.125000 Penalty: 3072.954590
	Iteration 15Q: 3 clusters Score -1578180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1578206.750000 Penalty: 3072.954590
	Iteration 16Q: 3 clusters Score -1578207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1578220.625000 Penalty: 3072.954590
	Iteration 17Q: 3 clusters Score -1578221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1578229.125000 Penalty: 3072.954590
	Iteration 18Q: 3 clusters Score -1578229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1578237.875000 Penalty: 3072.954590
	Iteration 19Q: 3 clusters Score -1578238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1578244.000000 Penalty: 3072.954590
	Iteration 20F: 3 clusters Score -1578244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1578245.375000 Penalty: 3072.954590
	Iteration 21Q: 3 clusters Score -1578245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1578245.375000 Penalty: 3072.954590
	Iteration 22F: 3 clusters Score -1578245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Entering Unmasked Estep 
Score: -2709118.750000 Penalty: 1626.062744
	Iteration 0F: 2 clusters Score -2709119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2694267.750000 Penalty: 3252.125488
	Iteration 0F: 3 clusters Score -2694268 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2699753.000000 Penalty: 3252.125488
	Iteration 1F: 3 clusters Score -2699753 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2700099.500000 Penalty: 3252.125488
	Iteration 2Q: 3 clusters Score -2700100 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2700436.000000 Penalty: 3252.125488
	Iteration 3Q: 3 clusters Score -2700436 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2700838.750000 Penalty: 3252.125488
	Iteration 4Q: 3 clusters Score -2700839 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2701335.750000 Penalty: 3252.125488
	Iteration 5Q: 3 clusters Score -2701336 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2702018.750000 Penalty: 3252.125488
	Iteration 6F: 3 clusters Score -2702019 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2702850.500000 Penalty: 3252.125488
	Iteration 7F: 3 clusters Score -2702850 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2703859.750000 Penalty: 3252.125488
	Iteration 8F: 3 clusters Score -2703860 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2704805.500000 Penalty: 3252.125488
	Iteration 9F: 3 clusters Score -2704806 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2705555.750000 Penalty: 3252.125488
	Iteration 10Q: 3 clusters Score -2705556 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2706194.250000 Penalty: 3252.125488
	Iteration 11Q: 3 clusters Score -2706194 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2706700.750000 Penalty: 3252.125488
	Iteration 12Q: 3 clusters Score -2706701 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2707062.750000 Penalty: 3252.125488
	Iteration 13Q: 3 clusters Score -2707063 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2707293.000000 Penalty: 3252.125488
	Iteration 14Q: 3 clusters Score -2707293 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2707448.500000 Penalty: 3252.125488
	Iteration 15Q: 3 clusters Score -2707448 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2707545.500000 Penalty: 3252.125488
	Iteration 16Q: 3 clusters Score -2707546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2707608.750000 Penalty: 3252.125488
	Iteration 17Q: 3 clusters Score -2707609 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2707650.750000 Penalty: 3252.125488
	Iteration 18Q: 3 clusters Score -2707651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2707678.750000 Penalty: 3252.125488
	Iteration 19Q: 3 clusters Score -2707679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2707700.000000 Penalty: 3252.125488
	Iteration 20F: 3 clusters Score -2707700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2707714.250000 Penalty: 3252.125488
	Iteration 21Q: 3 clusters Score -2707714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2707719.000000 Penalty: 3252.125488
	Iteration 22Q: 3 clusters Score -2707719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2707727.500000 Penalty: 3252.125488
	Iteration 23Q: 3 clusters Score -2707728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2707731.250000 Penalty: 3252.125488
	Iteration 24Q: 3 clusters Score -2707731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2707736.250000 Penalty: 3252.125488
	Iteration 25Q: 3 clusters Score -2707736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2707737.500000 Penalty: 3252.125488
	Iteration 26Q: 3 clusters Score -2707738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2707737.500000 Penalty: 3252.125488
	Iteration 27F: 3 clusters Score -2707738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Entering Unmasked Estep 
Score: -2996077.000000 Penalty: 1643.279907
	Iteration 0F: 2 clusters Score -2996077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2979616.000000 Penalty: 3286.559814
	Iteration 0F: 3 clusters Score -2979616 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2985947.750000 Penalty: 3286.559814
	Iteration 1F: 3 clusters Score -2985948 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2986394.250000 Penalty: 3286.559814
	Iteration 2Q: 3 clusters Score -2986394 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2986882.750000 Penalty: 3286.559814
	Iteration 3Q: 3 clusters Score -2986883 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2987536.500000 Penalty: 3286.559814
	Iteration 4F: 3 clusters Score -2987536 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2988446.750000 Penalty: 3286.559814
	Iteration 5F: 3 clusters Score -2988447 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2989574.250000 Penalty: 3286.559814
	Iteration 6F: 3 clusters Score -2989574 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2990719.000000 Penalty: 3286.559814
	Iteration 7F: 3 clusters Score -2990719 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2991736.250000 Penalty: 3286.559814
	Iteration 8Q: 3 clusters Score -2991736 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2992529.250000 Penalty: 3286.559814
	Iteration 9Q: 3 clusters Score -2992529 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2993081.750000 Penalty: 3286.559814
	Iteration 10Q: 3 clusters Score -2993082 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2993465.250000 Penalty: 3286.559814
	Iteration 11Q: 3 clusters Score -2993465 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2993785.250000 Penalty: 3286.559814
	Iteration 12Q: 3 clusters Score -2993785 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2994052.500000 Penalty: 3286.559814
	Iteration 13Q: 3 clusters Score -2994052 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2994245.500000 Penalty: 3286.559814
	Iteration 14Q: 3 clusters Score -2994246 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2994383.000000 Penalty: 3286.559814
	Iteration 15Q: 3 clusters Score -2994383 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2994481.000000 Penalty: 3286.559814
	Iteration 16Q: 3 clusters Score -2994481 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2994565.750000 Penalty: 3286.559814
	Iteration 17Q: 3 clusters Score -2994566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2994611.000000 Penalty: 3286.559814
	Iteration 18Q: 3 clusters Score -2994611 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2994639.500000 Penalty: 3286.559814
	Iteration 19Q: 3 clusters Score -2994640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2994661.750000 Penalty: 3286.559814
	Iteration 20F: 3 clusters Score -2994662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2994686.000000 Penalty: 3286.559814
	Iteration 21Q: 3 clusters Score -2994686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2994696.500000 Penalty: 3286.559814
	Iteration 22Q: 3 clusters Score -2994696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2994711.250000 Penalty: 3286.559814
	Iteration 23Q: 3 clusters Score -2994711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2994722.000000 Penalty: 3286.559814
	Iteration 24Q: 3 clusters Score -2994722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2994721.500000 Penalty: 3286.559814
	Iteration 25Q: 3 clusters Score -2994722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2994726.500000 Penalty: 3286.559814
	Iteration 26Q: 3 clusters Score -2994726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2994727.000000 Penalty: 3286.559814
	Iteration 27Q: 3 clusters Score -2994727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2994729.250000 Penalty: 3286.559814
	Iteration 28Q: 3 clusters Score -2994729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2994729.250000 Penalty: 3286.559814
	Iteration 29F: 3 clusters Score -2994729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -200289.859375 Penalty: 1211.485962
	Iteration 0F: 2 clusters Score -200289.9 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 895 members 
Entering Unmasked Estep 
Score: -198379.421875 Penalty: 2422.971924
	Iteration 0F: 3 clusters Score -198379.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -198785.656250 Penalty: 2422.971924
	Iteration 1F: 3 clusters Score -198785.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -198901.718750 Penalty: 2422.971924
	Iteration 2F: 3 clusters Score -198901.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -198954.625000 Penalty: 2422.971924
	Iteration 3Q: 3 clusters Score -198954.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -198976.781250 Penalty: 2422.971924
	Iteration 4Q: 3 clusters Score -198976.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -198989.781250 Penalty: 2422.971924
	Iteration 5Q: 3 clusters Score -198989.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -199006.343750 Penalty: 2422.971924
	Iteration 6Q: 3 clusters Score -199006.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -199018.265625 Penalty: 2422.971924
	Iteration 7Q: 3 clusters Score -199018.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -199025.375000 Penalty: 2422.971924
	Iteration 8Q: 3 clusters Score -199025.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -199029.921875 Penalty: 2422.971924
	Iteration 9Q: 3 clusters Score -199029.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -199034.656250 Penalty: 2422.971924
	Iteration 10Q: 3 clusters Score -199034.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -199040.531250 Penalty: 2422.971924
	Iteration 11Q: 3 clusters Score -199040.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -199044.421875 Penalty: 2422.971924
	Iteration 12Q: 3 clusters Score -199044.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -199047.265625 Penalty: 2422.971924
	Iteration 13Q: 3 clusters Score -199047.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -199049.640625 Penalty: 2422.971924
	Iteration 14Q: 3 clusters Score -199049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -199050.781250 Penalty: 2422.971924
	Iteration 15Q: 3 clusters Score -199050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -199051.171875 Penalty: 2422.971924
	Iteration 16Q: 3 clusters Score -199051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -199052.265625 Penalty: 2422.971924
	Iteration 17Q: 3 clusters Score -199052.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -199052.281250 Penalty: 2422.971924
	Iteration 18Q: 3 clusters Score -199052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -199052.968750 Penalty: 2422.971924
	Iteration 19Q: 3 clusters Score -199053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -199054.468750 Penalty: 2422.971924
	Iteration 20F: 3 clusters Score -199054.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -199055.937500 Penalty: 2422.971924
	Iteration 21Q: 3 clusters Score -199055.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -199057.843750 Penalty: 2422.971924
	Iteration 22Q: 3 clusters Score -199057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -199060.781250 Penalty: 2422.971924
	Iteration 23Q: 3 clusters Score -199060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -199060.812500 Penalty: 2422.971924
	Iteration 24Q: 3 clusters Score -199060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -199061.828125 Penalty: 2422.971924
	Iteration 25Q: 3 clusters Score -199061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -199061.828125 Penalty: 2422.971924
	Iteration 26F: 3 clusters Score -199061.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Entering Unmasked Estep 
Score: -1316043.250000 Penalty: 1508.628784
	Iteration 0F: 2 clusters Score -1316043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1308430.500000 Penalty: 3017.257568
	Iteration 0F: 3 clusters Score -1308430 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1310818.500000 Penalty: 3017.257568
	Iteration 1F: 3 clusters Score -1310818 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1311049.250000 Penalty: 3017.257568
	Iteration 2F: 3 clusters Score -1311049 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1311242.750000 Penalty: 3017.257568
	Iteration 3Q: 3 clusters Score -1311243 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1311412.250000 Penalty: 3017.257568
	Iteration 4Q: 3 clusters Score -1311412 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1311565.625000 Penalty: 3017.257568
	Iteration 5Q: 3 clusters Score -1311566 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1311705.750000 Penalty: 3017.257568
	Iteration 6Q: 3 clusters Score -1311706 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1311847.125000 Penalty: 3017.257568
	Iteration 7Q: 3 clusters Score -1311847 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1311994.125000 Penalty: 3017.257568
	Iteration 8Q: 3 clusters Score -1311994 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1312161.000000 Penalty: 3017.257568
	Iteration 9Q: 3 clusters Score -1312161 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1312357.500000 Penalty: 3017.257568
	Iteration 10Q: 3 clusters Score -1312358 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1312564.125000 Penalty: 3017.257568
	Iteration 11Q: 3 clusters Score -1312564 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1312795.625000 Penalty: 3017.257568
	Iteration 12Q: 3 clusters Score -1312796 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1313021.750000 Penalty: 3017.257568
	Iteration 13Q: 3 clusters Score -1313022 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1313236.375000 Penalty: 3017.257568
	Iteration 14Q: 3 clusters Score -1313236 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1313433.250000 Penalty: 3017.257568
	Iteration 15Q: 3 clusters Score -1313433 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1313559.625000 Penalty: 3017.257568
	Iteration 16Q: 3 clusters Score -1313560 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1313679.250000 Penalty: 3017.257568
	Iteration 17Q: 3 clusters Score -1313679 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1313794.250000 Penalty: 3017.257568
	Iteration 18Q: 3 clusters Score -1313794 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1313896.750000 Penalty: 3017.257568
	Iteration 19Q: 3 clusters Score -1313897 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1313995.250000 Penalty: 3017.257568
	Iteration 20F: 3 clusters Score -1313995 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1314065.500000 Penalty: 3017.257568
	Iteration 21Q: 3 clusters Score -1314066 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1314145.500000 Penalty: 3017.257568
	Iteration 22Q: 3 clusters Score -1314146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1314214.250000 Penalty: 3017.257568
	Iteration 23Q: 3 clusters Score -1314214 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1314287.875000 Penalty: 3017.257568
	Iteration 24Q: 3 clusters Score -1314288 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1314362.125000 Penalty: 3017.257568
	Iteration 25Q: 3 clusters Score -1314362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1314440.375000 Penalty: 3017.257568
	Iteration 26Q: 3 clusters Score -1314440 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1314494.375000 Penalty: 3017.257568
	Iteration 27Q: 3 clusters Score -1314494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1314550.250000 Penalty: 3017.257568
	Iteration 28Q: 3 clusters Score -1314550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1314598.500000 Penalty: 3017.257568
	Iteration 29Q: 3 clusters Score -1314598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1314634.500000 Penalty: 3017.257568
	Iteration 30Q: 3 clusters Score -1314634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1314652.125000 Penalty: 3017.257568
	Iteration 31Q: 3 clusters Score -1314652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1314660.625000 Penalty: 3017.257568
	Iteration 32Q: 3 clusters Score -1314661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1314675.375000 Penalty: 3017.257568
	Iteration 33Q: 3 clusters Score -1314675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1314685.375000 Penalty: 3017.257568
	Iteration 34Q: 3 clusters Score -1314685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1314693.250000 Penalty: 3017.257568
	Iteration 35Q: 3 clusters Score -1314693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1314700.875000 Penalty: 3017.257568
	Iteration 36Q: 3 clusters Score -1314701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1314709.125000 Penalty: 3017.257568
	Iteration 37Q: 3 clusters Score -1314709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1314712.875000 Penalty: 3017.257568
	Iteration 38Q: 3 clusters Score -1314713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1314712.125000 Penalty: 3017.257568
	Iteration 39Q: 3 clusters Score -1314712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1314720.625000 Penalty: 3017.257568
	Iteration 40F: 3 clusters Score -1314721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1314726.125000 Penalty: 3017.257568
	Iteration 41Q: 3 clusters Score -1314726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1314732.000000 Penalty: 3017.257568
	Iteration 42Q: 3 clusters Score -1314732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1314737.625000 Penalty: 3017.257568
	Iteration 43Q: 3 clusters Score -1314738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1314746.125000 Penalty: 3017.257568
	Iteration 44Q: 3 clusters Score -1314746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1314748.375000 Penalty: 3017.257568
	Iteration 45Q: 3 clusters Score -1314748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1314751.125000 Penalty: 3017.257568
	Iteration 46Q: 3 clusters Score -1314751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1314752.625000 Penalty: 3017.257568
	Iteration 47Q: 3 clusters Score -1314753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1314755.500000 Penalty: 3017.257568
	Iteration 48Q: 3 clusters Score -1314756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1314754.750000 Penalty: 3017.257568
	Iteration 49Q: 3 clusters Score -1314755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1314754.750000 Penalty: 3017.257568
	Iteration 50F: 3 clusters Score -1314755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 23018 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29975 members 
Mstep: Class 8 contains 35057 members 
Mstep: Class 10 contains 18994 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12775 members 
Mstep: Class 15 contains 22171 members 
Mstep: Class 18 contains 24649 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444130.000000 Penalty: 27982.333984
Iteration 319Q: 15 clusters Score -2.644413e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4789 members 
Mstep: Class 5 contains 23017 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29974 members 
Mstep: Class 8 contains 35062 members 
Mstep: Class 10 contains 18989 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12780 members 
Mstep: Class 15 contains 22176 members 
Mstep: Class 18 contains 24646 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444136.000000 Penalty: 27982.333984
Iteration 320F: 15 clusters Score -2.644414e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4789 members 
Mstep: Class 5 contains 23014 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29973 members 
Mstep: Class 8 contains 35075 members 
Mstep: Class 10 contains 18984 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12778 members 
Mstep: Class 15 contains 22181 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444118.000000 Penalty: 27982.333984
Iteration 321Q: 15 clusters Score -2.644412e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4789 members 
Mstep: Class 5 contains 23011 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29972 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 10 contains 18986 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12778 members 
Mstep: Class 15 contains 22185 members 
Mstep: Class 18 contains 24635 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444166.000000 Penalty: 27982.333984
Iteration 322Q: 15 clusters Score -2.644417e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 23010 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29975 members 
Mstep: Class 8 contains 35091 members 
Mstep: Class 10 contains 18985 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12779 members 
Mstep: Class 15 contains 22184 members 
Mstep: Class 18 contains 24633 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444128.000000 Penalty: 27982.333984
Iteration 323Q: 15 clusters Score -2.644413e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 23003 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29973 members 
Mstep: Class 8 contains 35109 members 
Mstep: Class 10 contains 18982 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 22189 members 
Mstep: Class 18 contains 24633 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444082.000000 Penalty: 27982.333984
Iteration 324Q: 15 clusters Score -2.644408e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 23001 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29975 members 
Mstep: Class 8 contains 35122 members 
Mstep: Class 10 contains 18971 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12782 members 
Mstep: Class 15 contains 22198 members 
Mstep: Class 18 contains 24632 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444068.000000 Penalty: 27982.333984
Iteration 325Q: 15 clusters Score -2.644407e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 23005 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29965 members 
Mstep: Class 8 contains 35141 members 
Mstep: Class 10 contains 18966 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12783 members 
Mstep: Class 15 contains 22204 members 
Mstep: Class 18 contains 24629 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444060.000000 Penalty: 27982.333984
Iteration 326Q: 15 clusters Score -2.644406e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4794 members 
Mstep: Class 5 contains 23001 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29966 members 
Mstep: Class 8 contains 35150 members 
Mstep: Class 10 contains 18965 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12782 members 
Mstep: Class 15 contains 22206 members 
Mstep: Class 18 contains 24625 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444042.000000 Penalty: 27982.333984
Iteration 327Q: 15 clusters Score -2.644404e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 22997 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29965 members 
Mstep: Class 8 contains 35174 members 
Mstep: Class 10 contains 18961 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 22208 members 
Mstep: Class 18 contains 24617 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 10662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444024.000000 Penalty: 27982.333984
Iteration 328Q: 15 clusters Score -2.644402e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 22997 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29961 members 
Mstep: Class 8 contains 35183 members 
Mstep: Class 10 contains 18959 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 22209 members 
Mstep: Class 18 contains 24613 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444060.000000 Penalty: 27982.333984
Iteration 329Q: 15 clusters Score -2.644406e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 22993 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29957 members 
Mstep: Class 8 contains 35198 members 
Mstep: Class 10 contains 18957 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12780 members 
Mstep: Class 15 contains 22213 members 
Mstep: Class 18 contains 24609 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444074.000000 Penalty: 27982.333984
Iteration 330Q: 15 clusters Score -2.644407e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 22988 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29961 members 
Mstep: Class 8 contains 35206 members 
Mstep: Class 10 contains 18959 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12777 members 
Mstep: Class 15 contains 22216 members 
Mstep: Class 18 contains 24602 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444066.000000 Penalty: 27982.333984
Iteration 331Q: 15 clusters Score -2.644407e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 22987 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29966 members 
Mstep: Class 8 contains 35209 members 
Mstep: Class 10 contains 18960 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12775 members 
Mstep: Class 15 contains 22218 members 
Mstep: Class 18 contains 24598 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444028.000000 Penalty: 27982.333984
Iteration 332Q: 15 clusters Score -2.644403e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 22986 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29961 members 
Mstep: Class 8 contains 35218 members 
Mstep: Class 10 contains 18961 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12774 members 
Mstep: Class 15 contains 22222 members 
Mstep: Class 18 contains 24592 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444022.000000 Penalty: 27982.333984
Iteration 333Q: 15 clusters Score -2.644402e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 22985 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29960 members 
Mstep: Class 8 contains 35231 members 
Mstep: Class 10 contains 18961 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12773 members 
Mstep: Class 15 contains 22226 members 
Mstep: Class 18 contains 24585 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444054.000000 Penalty: 27982.333984
Iteration 334Q: 15 clusters Score -2.644405e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 22983 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29960 members 
Mstep: Class 8 contains 35240 members 
Mstep: Class 10 contains 18960 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12770 members 
Mstep: Class 15 contains 22234 members 
Mstep: Class 18 contains 24578 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444008.000000 Penalty: 27982.333984
Iteration 335Q: 15 clusters Score -2.644401e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 22982 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29963 members 
Mstep: Class 8 contains 35239 members 
Mstep: Class 10 contains 18962 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12767 members 
Mstep: Class 15 contains 22242 members 
Mstep: Class 18 contains 24578 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444056.000000 Penalty: 27982.333984
Iteration 336Q: 15 clusters Score -2.644406e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 22980 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29980 members 
Mstep: Class 8 contains 35230 members 
Mstep: Class 10 contains 18960 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12763 members 
Mstep: Class 15 contains 22251 members 
Mstep: Class 18 contains 24573 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444028.000000 Penalty: 27982.333984
Iteration 337Q: 15 clusters Score -2.644403e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 22976 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29981 members 
Mstep: Class 8 contains 35237 members 
Mstep: Class 10 contains 18958 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12763 members 
Mstep: Class 15 contains 22257 members 
Mstep: Class 18 contains 24565 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444070.000000 Penalty: 27982.333984
Iteration 338Q: 15 clusters Score -2.644407e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 22977 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29983 members 
Mstep: Class 8 contains 35240 members 
Mstep: Class 10 contains 18961 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12759 members 
Mstep: Class 15 contains 22261 members 
Mstep: Class 18 contains 24554 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444058.000000 Penalty: 27982.333984
Iteration 339Q: 15 clusters Score -2.644406e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 22975 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29990 members 
Mstep: Class 8 contains 35240 members 
Mstep: Class 10 contains 18962 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12761 members 
Mstep: Class 15 contains 22264 members 
Mstep: Class 18 contains 24547 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444104.000000 Penalty: 27982.333984
Iteration 340F: 15 clusters Score -2.64441e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 22972 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29997 members 
Mstep: Class 8 contains 35239 members 
Mstep: Class 10 contains 18965 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12761 members 
Mstep: Class 15 contains 22265 members 
Mstep: Class 18 contains 24547 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444064.000000 Penalty: 27982.333984
Iteration 341Q: 15 clusters Score -2.644406e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 22972 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30005 members 
Mstep: Class 8 contains 35243 members 
Mstep: Class 10 contains 18964 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12761 members 
Mstep: Class 15 contains 22266 members 
Mstep: Class 18 contains 24542 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444040.000000 Penalty: 27982.333984
Iteration 342Q: 15 clusters Score -2.644404e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 22970 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30006 members 
Mstep: Class 8 contains 35249 members 
Mstep: Class 10 contains 18965 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12764 members 
Mstep: Class 15 contains 22268 members 
Mstep: Class 18 contains 24540 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444060.000000 Penalty: 27982.333984
Iteration 343Q: 15 clusters Score -2.644406e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 22970 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30007 members 
Mstep: Class 8 contains 35259 members 
Mstep: Class 10 contains 18965 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12764 members 
Mstep: Class 15 contains 22268 members 
Mstep: Class 18 contains 24538 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 10559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444114.000000 Penalty: 27982.333984
Iteration 344Q: 15 clusters Score -2.644411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 22968 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30006 members 
Mstep: Class 8 contains 35273 members 
Mstep: Class 10 contains 18964 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12763 members 
Mstep: Class 15 contains 22273 members 
Mstep: Class 18 contains 24531 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444104.000000 Penalty: 27982.333984
Iteration 345Q: 15 clusters Score -2.64441e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 22966 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30004 members 
Mstep: Class 8 contains 35292 members 
Mstep: Class 10 contains 18964 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12763 members 
Mstep: Class 15 contains 22276 members 
Mstep: Class 18 contains 24519 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444108.000000 Penalty: 27982.333984
Iteration 346Q: 15 clusters Score -2.644411e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4797 members 
Mstep: Class 5 contains 22964 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30003 members 
Mstep: Class 8 contains 35304 members 
Mstep: Class 10 contains 18966 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12763 members 
Mstep: Class 15 contains 22278 members 
Mstep: Class 18 contains 24510 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444112.000000 Penalty: 27982.333984
Iteration 347Q: 15 clusters Score -2.644411e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 22961 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29995 members 
Mstep: Class 8 contains 35315 members 
Mstep: Class 10 contains 18966 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12763 members 
Mstep: Class 15 contains 22282 members 
Mstep: Class 18 contains 24504 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444108.000000 Penalty: 27982.333984
Iteration 348Q: 15 clusters Score -2.644411e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 22960 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29991 members 
Mstep: Class 8 contains 35337 members 
Mstep: Class 10 contains 18967 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12760 members 
Mstep: Class 15 contains 22282 members 
Mstep: Class 18 contains 24495 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444120.000000 Penalty: 27982.333984
Iteration 349Q: 15 clusters Score -2.644412e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 22957 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29995 members 
Mstep: Class 8 contains 35348 members 
Mstep: Class 10 contains 18970 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 15 contains 22281 members 
Mstep: Class 18 contains 24489 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444138.000000 Penalty: 27982.333984
Iteration 350Q: 15 clusters Score -2.644414e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 22954 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29990 members 
Mstep: Class 8 contains 35363 members 
Mstep: Class 10 contains 18971 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12757 members 
Mstep: Class 15 contains 22283 members 
Mstep: Class 18 contains 24487 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444168.000000 Penalty: 27982.333984
Iteration 351Q: 15 clusters Score -2.644417e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 22952 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29990 members 
Mstep: Class 8 contains 35379 members 
Mstep: Class 10 contains 18974 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12757 members 
Mstep: Class 15 contains 22285 members 
Mstep: Class 18 contains 24473 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444118.000000 Penalty: 27982.333984
Iteration 352Q: 15 clusters Score -2.644412e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 22948 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29994 members 
Mstep: Class 8 contains 35396 members 
Mstep: Class 10 contains 18970 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 15 contains 22287 members 
Mstep: Class 18 contains 24461 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444098.000000 Penalty: 27982.333984
Iteration 353Q: 15 clusters Score -2.64441e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 22947 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 29994 members 
Mstep: Class 8 contains 35420 members 
Mstep: Class 10 contains 18967 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12760 members 
Mstep: Class 15 contains 22285 members 
Mstep: Class 18 contains 24450 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444120.000000 Penalty: 27982.333984
Iteration 354Q: 15 clusters Score -2.644412e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4801 members 
Mstep: Class 5 contains 22945 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30006 members 
Mstep: Class 8 contains 35431 members 
Mstep: Class 10 contains 18963 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12762 members 
Mstep: Class 15 contains 22288 members 
Mstep: Class 18 contains 24440 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444082.000000 Penalty: 27982.333984
Iteration 355Q: 15 clusters Score -2.644408e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4801 members 
Mstep: Class 5 contains 22944 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 10 contains 18966 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12761 members 
Mstep: Class 15 contains 22291 members 
Mstep: Class 18 contains 24432 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444138.000000 Penalty: 27982.333984
Iteration 356Q: 15 clusters Score -2.644414e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 22938 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30034 members 
Mstep: Class 8 contains 35445 members 
Mstep: Class 10 contains 18963 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12760 members 
Mstep: Class 15 contains 22290 members 
Mstep: Class 18 contains 24418 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444158.000000 Penalty: 27982.333984
Iteration 357Q: 15 clusters Score -2.644416e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22936 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30045 members 
Mstep: Class 8 contains 35456 members 
Mstep: Class 10 contains 18958 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12757 members 
Mstep: Class 15 contains 22293 members 
Mstep: Class 18 contains 24408 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444146.000000 Penalty: 27982.333984
Iteration 358Q: 15 clusters Score -2.644415e+07 nChanged 102
Entering ConstructFrom: 
Score: -26444146.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (34934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Entering Unmasked Estep 
Score: -4264858.500000 Penalty: 1699.947632
	Iteration 0F: 2 clusters Score -4264858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -4241883.000000 Penalty: 3399.895264
	Iteration 0F: 3 clusters Score -4241883 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4250958.000000 Penalty: 3399.895264
	Iteration 1F: 3 clusters Score -4250958 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4251434.000000 Penalty: 3399.895264
	Iteration 2Q: 3 clusters Score -4251434 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4251983.500000 Penalty: 3399.895264
	Iteration 3Q: 3 clusters Score -4251984 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -4252716.000000 Penalty: 3399.895264
	Iteration 4Q: 3 clusters Score -4252716 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -4253637.000000 Penalty: 3399.895264
	Iteration 5F: 3 clusters Score -4253637 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -4254782.500000 Penalty: 3399.895264
	Iteration 6F: 3 clusters Score -4254782 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -4256181.500000 Penalty: 3399.895264
	Iteration 7F: 3 clusters Score -4256182 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4257476.500000 Penalty: 3399.895264
	Iteration 8F: 3 clusters Score -4257476 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -4258554.500000 Penalty: 3399.895264
	Iteration 9Q: 3 clusters Score -4258554 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -4259454.000000 Penalty: 3399.895264
	Iteration 10Q: 3 clusters Score -4259454 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4260249.500000 Penalty: 3399.895264
	Iteration 11Q: 3 clusters Score -4260250 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4260864.000000 Penalty: 3399.895264
	Iteration 12Q: 3 clusters Score -4260864 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -4261354.000000 Penalty: 3399.895264
	Iteration 13Q: 3 clusters Score -4261354 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4261892.500000 Penalty: 3399.895264
	Iteration 14Q: 3 clusters Score -4261892 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4262358.500000 Penalty: 3399.895264
	Iteration 15Q: 3 clusters Score -4262358 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4262737.000000 Penalty: 3399.895264
	Iteration 16Q: 3 clusters Score -4262737 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4263074.000000 Penalty: 3399.895264
	Iteration 17Q: 3 clusters Score -4263074 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -4263301.000000 Penalty: 3399.895264
	Iteration 18Q: 3 clusters Score -4263301 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4263482.000000 Penalty: 3399.895264
	Iteration 19Q: 3 clusters Score -4263482 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -4263624.000000 Penalty: 3399.895264
	Iteration 20F: 3 clusters Score -4263624 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -4263768.500000 Penalty: 3399.895264
	Iteration 21Q: 3 clusters Score -4263768 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -4263877.000000 Penalty: 3399.895264
	Iteration 22Q: 3 clusters Score -4263877 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4263963.500000 Penalty: 3399.895264
	Iteration 23Q: 3 clusters Score -4263964 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4264039.500000 Penalty: 3399.895264
	Iteration 24Q: 3 clusters Score -4264040 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -4264085.500000 Penalty: 3399.895264
	Iteration 25Q: 3 clusters Score -4264086 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4264128.500000 Penalty: 3399.895264
	Iteration 26Q: 3 clusters Score -4264128 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4264151.000000 Penalty: 3399.895264
	Iteration 27Q: 3 clusters Score -4264151 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -4264183.000000 Penalty: 3399.895264
	Iteration 28Q: 3 clusters Score -4264183 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4264203.500000 Penalty: 3399.895264
	Iteration 29Q: 3 clusters Score -4264204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4264223.000000 Penalty: 3399.895264
	Iteration 30Q: 3 clusters Score -4264223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -4264229.500000 Penalty: 3399.895264
	Iteration 31Q: 3 clusters Score -4264230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4264242.500000 Penalty: 3399.895264
	Iteration 32Q: 3 clusters Score -4264242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -4264246.000000 Penalty: 3399.895264
	Iteration 33Q: 3 clusters Score -4264246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4264244.000000 Penalty: 3399.895264
	Iteration 34Q: 3 clusters Score -4264244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4264252.000000 Penalty: 3399.895264
	Iteration 35Q: 3 clusters Score -4264252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -4264248.000000 Penalty: 3399.895264
	Iteration 36Q: 3 clusters Score -4264248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -4264251.000000 Penalty: 3399.895264
	Iteration 37Q: 3 clusters Score -4264251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -4264258.000000 Penalty: 3399.895264
	Iteration 38Q: 3 clusters Score -4264258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -4264255.000000 Penalty: 3399.895264
	Iteration 39Q: 3 clusters Score -4264255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4264255.000000 Penalty: 3399.895264
	Iteration 40F: 3 clusters Score -4264255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -4264255.000000 Penalty: 3399.895264
	Iteration 41Q: 3 clusters Score -4264255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4264258.500000 Penalty: 3399.895264
	Iteration 42Q: 3 clusters Score -4264258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -4264261.500000 Penalty: 3399.895264
	Iteration 43Q: 3 clusters Score -4264262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4264262.500000 Penalty: 3399.895264
	Iteration 44Q: 3 clusters Score -4264262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4264257.000000 Penalty: 3399.895264
	Iteration 45Q: 3 clusters Score -4264257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -4264259.000000 Penalty: 3399.895264
	Iteration 46Q: 3 clusters Score -4264259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -4264262.000000 Penalty: 3399.895264
	Iteration 47Q: 3 clusters Score -4264262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4264265.500000 Penalty: 3399.895264
	Iteration 48Q: 3 clusters Score -4264266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4264268.500000 Penalty: 3399.895264
	Iteration 49Q: 3 clusters Score -4264268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -4264266.000000 Penalty: 3399.895264
	Iteration 50Q: 3 clusters Score -4264266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4264264.000000 Penalty: 3399.895264
	Iteration 51Q: 3 clusters Score -4264264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4264264.000000 Penalty: 3399.895264
	Iteration 52Q: 3 clusters Score -4264264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4264264.500000 Penalty: 3399.895264
	Iteration 53Q: 3 clusters Score -4264264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -4264263.000000 Penalty: 3399.895264
	Iteration 54Q: 3 clusters Score -4264263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -4264265.000000 Penalty: 3399.895264
	Iteration 55Q: 3 clusters Score -4264265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4264263.000000 Penalty: 3399.895264
	Iteration 56Q: 3 clusters Score -4264263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -4264263.000000 Penalty: 3399.895264
	Iteration 57Q: 3 clusters Score -4264263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4264260.500000 Penalty: 3399.895264
	Iteration 58Q: 3 clusters Score -4264260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -4264261.000000 Penalty: 3399.895264
	Iteration 59Q: 3 clusters Score -4264261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4264259.500000 Penalty: 3399.895264
	Iteration 60F: 3 clusters Score -4264260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4264261.000000 Penalty: 3399.895264
	Iteration 61Q: 3 clusters Score -4264261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4264261.000000 Penalty: 3399.895264
	Iteration 62Q: 3 clusters Score -4264261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4264263.500000 Penalty: 3399.895264
	Iteration 63Q: 3 clusters Score -4264264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4264263.000000 Penalty: 3399.895264
	Iteration 64Q: 3 clusters Score -4264263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4264263.000000 Penalty: 3399.895264
	Iteration 65F: 3 clusters Score -4264263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -38151.027344 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -38151.03 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 193 members 
Entering Unmasked Estep 
Score: -37290.125000 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -37290.12 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37513.992188 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -37513.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37602.769531 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -37602.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37627.941406 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -37627.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37641.089844 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -37641.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37650.136719 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -37650.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37663.964844 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -37663.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37672.511719 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -37672.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37675.050781 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -37675.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37675.050781 Penalty: 1930.555664
	Iteration 9F: 3 clusters Score -37675.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -557105.250000 Penalty: 1377.545654
	Iteration 0F: 2 clusters Score -557105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -553292.875000 Penalty: 2755.091309
	Iteration 0F: 3 clusters Score -553292.9 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -554318.875000 Penalty: 2755.091309
	Iteration 1F: 3 clusters Score -554318.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -554493.750000 Penalty: 2755.091309
	Iteration 2F: 3 clusters Score -554493.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -554639.937500 Penalty: 2755.091309
	Iteration 3Q: 3 clusters Score -554639.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -554760.312500 Penalty: 2755.091309
	Iteration 4Q: 3 clusters Score -554760.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -554851.375000 Penalty: 2755.091309
	Iteration 5Q: 3 clusters Score -554851.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -554952.750000 Penalty: 2755.091309
	Iteration 6Q: 3 clusters Score -554952.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -555080.875000 Penalty: 2755.091309
	Iteration 7Q: 3 clusters Score -555080.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -555211.062500 Penalty: 2755.091309
	Iteration 8Q: 3 clusters Score -555211.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -555338.375000 Penalty: 2755.091309
	Iteration 9Q: 3 clusters Score -555338.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -555433.500000 Penalty: 2755.091309
	Iteration 10Q: 3 clusters Score -555433.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -555535.000000 Penalty: 2755.091309
	Iteration 11Q: 3 clusters Score -555535 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -555619.937500 Penalty: 2755.091309
	Iteration 12Q: 3 clusters Score -555619.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -555698.437500 Penalty: 2755.091309
	Iteration 13Q: 3 clusters Score -555698.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -555762.187500 Penalty: 2755.091309
	Iteration 14Q: 3 clusters Score -555762.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -555809.812500 Penalty: 2755.091309
	Iteration 15Q: 3 clusters Score -555809.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -555840.812500 Penalty: 2755.091309
	Iteration 16Q: 3 clusters Score -555840.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -555875.625000 Penalty: 2755.091309
	Iteration 17Q: 3 clusters Score -555875.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -555902.750000 Penalty: 2755.091309
	Iteration 18Q: 3 clusters Score -555902.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -555928.187500 Penalty: 2755.091309
	Iteration 19Q: 3 clusters Score -555928.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -555948.875000 Penalty: 2755.091309
	Iteration 20F: 3 clusters Score -555948.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -555973.562500 Penalty: 2755.091309
	Iteration 21Q: 3 clusters Score -555973.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -556002.687500 Penalty: 2755.091309
	Iteration 22Q: 3 clusters Score -556002.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -556021.625000 Penalty: 2755.091309
	Iteration 23Q: 3 clusters Score -556021.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -556034.375000 Penalty: 2755.091309
	Iteration 24Q: 3 clusters Score -556034.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -556047.625000 Penalty: 2755.091309
	Iteration 25Q: 3 clusters Score -556047.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -556057.437500 Penalty: 2755.091309
	Iteration 26Q: 3 clusters Score -556057.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -556065.437500 Penalty: 2755.091309
	Iteration 27Q: 3 clusters Score -556065.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -556075.625000 Penalty: 2755.091309
	Iteration 28Q: 3 clusters Score -556075.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -556087.312500 Penalty: 2755.091309
	Iteration 29Q: 3 clusters Score -556087.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -556100.625000 Penalty: 2755.091309
	Iteration 30Q: 3 clusters Score -556100.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -556110.187500 Penalty: 2755.091309
	Iteration 31Q: 3 clusters Score -556110.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -556117.750000 Penalty: 2755.091309
	Iteration 32Q: 3 clusters Score -556117.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -556126.625000 Penalty: 2755.091309
	Iteration 33Q: 3 clusters Score -556126.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -556134.437500 Penalty: 2755.091309
	Iteration 34Q: 3 clusters Score -556134.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -556142.562500 Penalty: 2755.091309
	Iteration 35Q: 3 clusters Score -556142.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -556145.375000 Penalty: 2755.091309
	Iteration 36Q: 3 clusters Score -556145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -556147.750000 Penalty: 2755.091309
	Iteration 37Q: 3 clusters Score -556147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -556148.500000 Penalty: 2755.091309
	Iteration 38Q: 3 clusters Score -556148.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -556152.625000 Penalty: 2755.091309
	Iteration 39Q: 3 clusters Score -556152.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -556155.062500 Penalty: 2755.091309
	Iteration 40F: 3 clusters Score -556155.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -556157.750000 Penalty: 2755.091309
	Iteration 41Q: 3 clusters Score -556157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -556158.875000 Penalty: 2755.091309
	Iteration 42Q: 3 clusters Score -556158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -556160.000000 Penalty: 2755.091309
	Iteration 43Q: 3 clusters Score -556160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -556161.625000 Penalty: 2755.091309
	Iteration 44Q: 3 clusters Score -556161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -556164.187500 Penalty: 2755.091309
	Iteration 45Q: 3 clusters Score -556164.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -556166.562500 Penalty: 2755.091309
	Iteration 46Q: 3 clusters Score -556166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -556168.750000 Penalty: 2755.091309
	Iteration 47Q: 3 clusters Score -556168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -556170.687500 Penalty: 2755.091309
	Iteration 48Q: 3 clusters Score -556170.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -556171.937500 Penalty: 2755.091309
	Iteration 49Q: 3 clusters Score -556171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -556174.125000 Penalty: 2755.091309
	Iteration 50Q: 3 clusters Score -556174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -556175.125000 Penalty: 2755.091309
	Iteration 51Q: 3 clusters Score -556175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -556175.062500 Penalty: 2755.091309
	Iteration 52Q: 3 clusters Score -556175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -556175.187500 Penalty: 2755.091309
	Iteration 53Q: 3 clusters Score -556175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -556175.937500 Penalty: 2755.091309
	Iteration 54Q: 3 clusters Score -556175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -556175.937500 Penalty: 2755.091309
	Iteration 55F: 3 clusters Score -556175.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Entering Unmasked Estep 
Score: -2829810.000000 Penalty: 1631.568237
	Iteration 0F: 2 clusters Score -2829810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2814246.500000 Penalty: 3263.136475
	Iteration 0F: 3 clusters Score -2814246 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2819863.000000 Penalty: 3263.136475
	Iteration 1F: 3 clusters Score -2819863 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2820167.500000 Penalty: 3263.136475
	Iteration 2Q: 3 clusters Score -2820168 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2820470.500000 Penalty: 3263.136475
	Iteration 3Q: 3 clusters Score -2820470 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2820758.500000 Penalty: 3263.136475
	Iteration 4Q: 3 clusters Score -2820758 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2821053.000000 Penalty: 3263.136475
	Iteration 5Q: 3 clusters Score -2821053 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2821418.750000 Penalty: 3263.136475
	Iteration 6Q: 3 clusters Score -2821419 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2821835.500000 Penalty: 3263.136475
	Iteration 7Q: 3 clusters Score -2821836 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2822246.000000 Penalty: 3263.136475
	Iteration 8Q: 3 clusters Score -2822246 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2822619.750000 Penalty: 3263.136475
	Iteration 9Q: 3 clusters Score -2822620 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2823018.500000 Penalty: 3263.136475
	Iteration 10Q: 3 clusters Score -2823018 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2823462.750000 Penalty: 3263.136475
	Iteration 11Q: 3 clusters Score -2823463 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2823968.500000 Penalty: 3263.136475
	Iteration 12Q: 3 clusters Score -2823968 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2824543.750000 Penalty: 3263.136475
	Iteration 13Q: 3 clusters Score -2824544 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2825169.000000 Penalty: 3263.136475
	Iteration 14Q: 3 clusters Score -2825169 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2825664.250000 Penalty: 3263.136475
	Iteration 15Q: 3 clusters Score -2825664 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2826005.750000 Penalty: 3263.136475
	Iteration 16Q: 3 clusters Score -2826006 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2826231.250000 Penalty: 3263.136475
	Iteration 17Q: 3 clusters Score -2826231 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2826400.000000 Penalty: 3263.136475
	Iteration 18Q: 3 clusters Score -2826400 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2826546.500000 Penalty: 3263.136475
	Iteration 19Q: 3 clusters Score -2826546 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2826652.000000 Penalty: 3263.136475
	Iteration 20F: 3 clusters Score -2826652 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2826759 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2826854.000000 Penalty: 3263.136475
	Iteration 22Q: 3 clusters Score -2826854 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2826932.000000 Penalty: 3263.136475
	Iteration 23Q: 3 clusters Score -2826932 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2827002.750000 Penalty: 3263.136475
	Iteration 24Q: 3 clusters Score -2827003 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2827056.000000 Penalty: 3263.136475
	Iteration 25Q: 3 clusters Score -2827056 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2827084.500000 Penalty: 3263.136475
	Iteration 26Q: 3 clusters Score -2827084 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2827115.500000 Penalty: 3263.136475
	Iteration 27Q: 3 clusters Score -2827116 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2827147.500000 Penalty: 3263.136475
	Iteration 28Q: 3 clusters Score -2827148 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2827175.500000 Penalty: 3263.136475
	Iteration 29Q: 3 clusters Score -2827176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2827193.500000 Penalty: 3263.136475
	Iteration 30Q: 3 clusters Score -2827194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2827205.000000 Penalty: 3263.136475
	Iteration 31Q: 3 clusters Score -2827205 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2827227.750000 Penalty: 3263.136475
	Iteration 32Q: 3 clusters Score -2827228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2827238.000000 Penalty: 3263.136475
	Iteration 33Q: 3 clusters Score -2827238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2827240.750000 Penalty: 3263.136475
	Iteration 34Q: 3 clusters Score -2827241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2827249.750000 Penalty: 3263.136475
	Iteration 35Q: 3 clusters Score -2827250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2827257.500000 Penalty: 3263.136475
	Iteration 36Q: 3 clusters Score -2827258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2827258.000000 Penalty: 3263.136475
	Iteration 37Q: 3 clusters Score -2827258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2827255.500000 Penalty: 3263.136475
	Iteration 38Q: 3 clusters Score -2827256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2827245.750000 Penalty: 3263.136475
	Iteration 39Q: 3 clusters Score -2827246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2827254.500000 Penalty: 3263.136475
	Iteration 40F: 3 clusters Score -2827254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2827252.750000 Penalty: 3263.136475
	Iteration 41Q: 3 clusters Score -2827253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2827255.500000 Penalty: 3263.136475
	Iteration 42Q: 3 clusters Score -2827256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2827260.000000 Penalty: 3263.136475
	Iteration 43Q: 3 clusters Score -2827260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2827264.000000 Penalty: 3263.136475
	Iteration 44Q: 3 clusters Score -2827264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2827265.250000 Penalty: 3263.136475
	Iteration 45Q: 3 clusters Score -2827265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2827266.500000 Penalty: 3263.136475
	Iteration 46Q: 3 clusters Score -2827266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2827265.750000 Penalty: 3263.136475
	Iteration 47Q: 3 clusters Score -2827266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2827261.000000 Penalty: 3263.136475
	Iteration 48Q: 3 clusters Score -2827261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2827263.000000 Penalty: 3263.136475
	Iteration 49Q: 3 clusters Score -2827263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2827271.000000 Penalty: 3263.136475
	Iteration 50Q: 3 clusters Score -2827271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2827265.000000 Penalty: 3263.136475
	Iteration 51Q: 3 clusters Score -2827265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2827270.500000 Penalty: 3263.136475
	Iteration 52Q: 3 clusters Score -2827270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2827270.000000 Penalty: 3263.136475
	Iteration 53Q: 3 clusters Score -2827270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2827273.500000 Penalty: 3263.136475
	Iteration 54Q: 3 clusters Score -2827274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2827271.750000 Penalty: 3263.136475
	Iteration 55Q: 3 clusters Score -2827272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2827271.750000 Penalty: 3263.136475
	Iteration 56Q: 3 clusters Score -2827272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2827266.750000 Penalty: 3263.136475
	Iteration 57Q: 3 clusters Score -2827267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2827270.750000 Penalty: 3263.136475
	Iteration 58Q: 3 clusters Score -2827271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2827272.250000 Penalty: 3263.136475
	Iteration 59Q: 3 clusters Score -2827272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2827282.750000 Penalty: 3263.136475
	Iteration 60F: 3 clusters Score -2827283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2827278.000000 Penalty: 3263.136475
	Iteration 61Q: 3 clusters Score -2827278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2827277.500000 Penalty: 3263.136475
	Iteration 62Q: 3 clusters Score -2827278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2827282.000000 Penalty: 3263.136475
	Iteration 63Q: 3 clusters Score -2827282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2827276.250000 Penalty: 3263.136475
	Iteration 64Q: 3 clusters Score -2827276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2827281.250000 Penalty: 3263.136475
	Iteration 65Q: 3 clusters Score -2827281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2827281.250000 Penalty: 3263.136475
	Iteration 66Q: 3 clusters Score -2827281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2827278.000000 Penalty: 3263.136475
	Iteration 67Q: 3 clusters Score -2827278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2827282.250000 Penalty: 3263.136475
	Iteration 68Q: 3 clusters Score -2827282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2827282.250000 Penalty: 3263.136475
	Iteration 69Q: 3 clusters Score -2827282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2827285.500000 Penalty: 3263.136475
	Iteration 70Q: 3 clusters Score -2827286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2827283.500000 Penalty: 3263.136475
	Iteration 71Q: 3 clusters Score -2827284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2827281.750000 Penalty: 3263.136475
	Iteration 72Q: 3 clusters Score -2827282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2827282.500000 Penalty: 3263.136475
	Iteration 73Q: 3 clusters Score -2827282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2827282.250000 Penalty: 3263.136475
	Iteration 74Q: 3 clusters Score -2827282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2827284.250000 Penalty: 3263.136475
	Iteration 75Q: 3 clusters Score -2827284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2827285.000000 Penalty: 3263.136475
	Iteration 76Q: 3 clusters Score -2827285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2827282.750000 Penalty: 3263.136475
	Iteration 77Q: 3 clusters Score -2827283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2827280.750000 Penalty: 3263.136475
	Iteration 78Q: 3 clusters Score -2827281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2827282.500000 Penalty: 3263.136475
	Iteration 79Q: 3 clusters Score -2827282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2827278.250000 Penalty: 3263.136475
	Iteration 80F: 3 clusters Score -2827278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2827283.000000 Penalty: 3263.136475
	Iteration 81Q: 3 clusters Score -2827283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2827280.750000 Penalty: 3263.136475
	Iteration 82Q: 3 clusters Score -2827281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2827284.000000 Penalty: 3263.136475
	Iteration 83Q: 3 clusters Score -2827284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2827280.500000 Penalty: 3263.136475
	Iteration 84Q: 3 clusters Score -2827280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2827284.750000 Penalty: 3263.136475
	Iteration 85Q: 3 clusters Score -2827285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2827280.500000 Penalty: 3263.136475
	Iteration 86Q: 3 clusters Score -2827280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2827284.000000 Penalty: 3263.136475
	Iteration 87Q: 3 clusters Score -2827284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2827285.000000 Penalty: 3263.136475
	Iteration 88Q: 3 clusters Score -2827285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2827281.000000 Penalty: 3263.136475
	Iteration 89Q: 3 clusters Score -2827281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2827287.250000 Penalty: 3263.136475
	Iteration 90Q: 3 clusters Score -2827287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2827290.500000 Penalty: 3263.136475
	Iteration 91Q: 3 clusters Score -2827290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2827290.250000 Penalty: 3263.136475
	Iteration 92Q: 3 clusters Score -2827290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2827293.000000 Penalty: 3263.136475
	Iteration 93Q: 3 clusters Score -2827293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2827288.000000 Penalty: 3263.136475
	Iteration 94Q: 3 clusters Score -2827288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2827287.500000 Penalty: 3263.136475
	Iteration 95Q: 3 clusters Score -2827288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2827288.500000 Penalty: 3263.136475
	Iteration 96Q: 3 clusters Score -2827288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2827286.500000 Penalty: 3263.136475
	Iteration 97Q: 3 clusters Score -2827286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2827288.250000 Penalty: 3263.136475
	Iteration 98Q: 3 clusters Score -2827288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2827288.250000 Penalty: 3263.136475
	Iteration 99F: 3 clusters Score -2827288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53649.703125 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52735.343750 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52735.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52857.273438 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52857.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52890.367188 Penalty: 1884.705200
	Iteration 2Q: 3 clusters Score -52890.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52908.488281 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52908.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52921.605469 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52921.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52933.601562 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -52933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52947.664062 Penalty: 1884.705200
	Iteration 6Q: 3 clusters Score -52947.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52950.042969 Penalty: 1884.705200
	Iteration 7Q: 3 clusters Score -52950.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52950.042969 Penalty: 1884.705200
	Iteration 8F: 3 clusters Score -52950.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Entering Unmasked Estep 
Score: -3742391.000000 Penalty: 1675.529419
	Iteration 0F: 2 clusters Score -3742391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3724841.750000 Penalty: 3351.058838
	Iteration 0F: 3 clusters Score -3724842 nChanged 13806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3732506.750000 Penalty: 3351.058838
	Iteration 1F: 3 clusters Score -3732507 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3733081.250000 Penalty: 3351.058838
	Iteration 2F: 3 clusters Score -3733081 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3733791.250000 Penalty: 3351.058838
	Iteration 3F: 3 clusters Score -3733791 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3734564.750000 Penalty: 3351.058838
	Iteration 4F: 3 clusters Score -3734565 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3735459.000000 Penalty: 3351.058838
	Iteration 5F: 3 clusters Score -3735459 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3736770.750000 Penalty: 3351.058838
	Iteration 6F: 3 clusters Score -3736771 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3738295.750000 Penalty: 3351.058838
	Iteration 7F: 3 clusters Score -3738296 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3739473.500000 Penalty: 3351.058838
	Iteration 8Q: 3 clusters Score -3739474 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3740227.500000 Penalty: 3351.058838
	Iteration 9Q: 3 clusters Score -3740228 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3740804.500000 Penalty: 3351.058838
	Iteration 10Q: 3 clusters Score -3740804 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3741088.000000 Penalty: 3351.058838
	Iteration 11Q: 3 clusters Score -3741088 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3741182.500000 Penalty: 3351.058838
	Iteration 12Q: 3 clusters Score -3741182 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -3741197.500000 Penalty: 3351.058838
	Iteration 13Q: 3 clusters Score -3741198 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3741151.500000 Penalty: 3351.058838
	Iteration 14Q: 3 clusters Score -3741152 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -3741129.250000 Penalty: 3351.058838
	Iteration 15Q: 3 clusters Score -3741129 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3741138.500000 Penalty: 3351.058838
	Iteration 16Q: 3 clusters Score -3741138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3741156.750000 Penalty: 3351.058838
	Iteration 17Q: 3 clusters Score -3741157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3741158.500000 Penalty: 3351.058838
	Iteration 18Q: 3 clusters Score -3741158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -3741156.750000 Penalty: 3351.058838
	Iteration 19Q: 3 clusters Score -3741157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3741216.750000 Penalty: 3351.058838
	Iteration 20F: 3 clusters Score -3741217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -3741210.250000 Penalty: 3351.058838
	Iteration 21Q: 3 clusters Score -3741210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3741200.500000 Penalty: 3351.058838
	Iteration 22Q: 3 clusters Score -3741200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3741204.250000 Penalty: 3351.058838
	Iteration 23Q: 3 clusters Score -3741204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -3741202.250000 Penalty: 3351.058838
	Iteration 24Q: 3 clusters Score -3741202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -3741208.250000 Penalty: 3351.058838
	Iteration 25Q: 3 clusters Score -3741208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -3741203.250000 Penalty: 3351.058838
	Iteration 26Q: 3 clusters Score -3741203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3741204.750000 Penalty: 3351.058838
	Iteration 27Q: 3 clusters Score -3741205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3741204.750000 Penalty: 3351.058838
	Iteration 28F: 3 clusters Score -3741205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Entering Unmasked Estep 
Score: -4415026.500000 Penalty: 1702.357666
	Iteration 0F: 2 clusters Score -4415026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -4394079.500000 Penalty: 3404.715332
	Iteration 0F: 3 clusters Score -4394080 nChanged 16329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -4403180.500000 Penalty: 3404.715332
	Iteration 1F: 3 clusters Score -4403180 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -4403568.000000 Penalty: 3404.715332
	Iteration 2Q: 3 clusters Score -4403568 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4403928.000000 Penalty: 3404.715332
	Iteration 3Q: 3 clusters Score -4403928 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4404317.500000 Penalty: 3404.715332
	Iteration 4Q: 3 clusters Score -4404318 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -4404772.000000 Penalty: 3404.715332
	Iteration 5Q: 3 clusters Score -4404772 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4405405.000000 Penalty: 3404.715332
	Iteration 6Q: 3 clusters Score -4405405 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -4406363.500000 Penalty: 3404.715332
	Iteration 7Q: 3 clusters Score -4406364 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4407597.500000 Penalty: 3404.715332
	Iteration 8F: 3 clusters Score -4407598 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -4409009.500000 Penalty: 3404.715332
	Iteration 9F: 3 clusters Score -4409010 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -4410178.000000 Penalty: 3404.715332
	Iteration 10F: 3 clusters Score -4410178 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -4410799.000000 Penalty: 3404.715332
	Iteration 11Q: 3 clusters Score -4410799 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -4411136.000000 Penalty: 3404.715332
	Iteration 12Q: 3 clusters Score -4411136 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -4411299.500000 Penalty: 3404.715332
	Iteration 13Q: 3 clusters Score -4411300 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -4411425.000000 Penalty: 3404.715332
	Iteration 14Q: 3 clusters Score -4411425 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -4411515.500000 Penalty: 3404.715332
	Iteration 15Q: 3 clusters Score -4411516 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -4411605.000000 Penalty: 3404.715332
	Iteration 16Q: 3 clusters Score -4411605 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -4411691.500000 Penalty: 3404.715332
	Iteration 17Q: 3 clusters Score -4411692 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -4411731.500000 Penalty: 3404.715332
	Iteration 18Q: 3 clusters Score -4411732 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -4411830.000000 Penalty: 3404.715332
	Iteration 19Q: 3 clusters Score -4411830 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4411939.500000 Penalty: 3404.715332
	Iteration 20F: 3 clusters Score -4411940 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -4411973.500000 Penalty: 3404.715332
	Iteration 21Q: 3 clusters Score -4411974 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -4412039.000000 Penalty: 3404.715332
	Iteration 22Q: 3 clusters Score -4412039 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4412112.000000 Penalty: 3404.715332
	Iteration 23Q: 3 clusters Score -4412112 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -4412173.000000 Penalty: 3404.715332
	Iteration 24Q: 3 clusters Score -4412173 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4412176.500000 Penalty: 3404.715332
	Iteration 25Q: 3 clusters Score -4412176 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -4412230.500000 Penalty: 3404.715332
	Iteration 26Q: 3 clusters Score -4412230 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -4412266.500000 Penalty: 3404.715332
	Iteration 27Q: 3 clusters Score -4412266 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4412307.500000 Penalty: 3404.715332
	Iteration 28Q: 3 clusters Score -4412308 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4412337.000000 Penalty: 3404.715332
	Iteration 29Q: 3 clusters Score -4412337 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -4412335.500000 Penalty: 3404.715332
	Iteration 30Q: 3 clusters Score -4412336 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -4412356.500000 Penalty: 3404.715332
	Iteration 31Q: 3 clusters Score -4412356 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -4412371.500000 Penalty: 3404.715332
	Iteration 32Q: 3 clusters Score -4412372 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4412406.500000 Penalty: 3404.715332
	Iteration 33Q: 3 clusters Score -4412406 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4412394.000000 Penalty: 3404.715332
	Iteration 34Q: 3 clusters Score -4412394 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4412422.500000 Penalty: 3404.715332
	Iteration 35Q: 3 clusters Score -4412422 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4412431.000000 Penalty: 3404.715332
	Iteration 36Q: 3 clusters Score -4412431 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -4412451.000000 Penalty: 3404.715332
	Iteration 37Q: 3 clusters Score -4412451 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -4412494.500000 Penalty: 3404.715332
	Iteration 38Q: 3 clusters Score -4412494 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4412514.500000 Penalty: 3404.715332
	Iteration 39Q: 3 clusters Score -4412514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4412529.000000 Penalty: 3404.715332
	Iteration 40F: 3 clusters Score -4412529 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -4412552.500000 Penalty: 3404.715332
	Iteration 41Q: 3 clusters Score -4412552 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4412580.000000 Penalty: 3404.715332
	Iteration 42Q: 3 clusters Score -4412580 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4412570.000000 Penalty: 3404.715332
	Iteration 43Q: 3 clusters Score -4412570 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4412598.000000 Penalty: 3404.715332
	Iteration 44Q: 3 clusters Score -4412598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4412622.000000 Penalty: 3404.715332
	Iteration 45Q: 3 clusters Score -4412622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -4412623.500000 Penalty: 3404.715332
	Iteration 46Q: 3 clusters Score -4412624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -4412625.000000 Penalty: 3404.715332
	Iteration 47Q: 3 clusters Score -4412625 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -4412652.000000 Penalty: 3404.715332
	Iteration 48Q: 3 clusters Score -4412652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4412670.000000 Penalty: 3404.715332
	Iteration 49Q: 3 clusters Score -4412670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4412679.500000 Penalty: 3404.715332
	Iteration 50Q: 3 clusters Score -4412680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4412691.500000 Penalty: 3404.715332
	Iteration 51Q: 3 clusters Score -4412692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4412692.000000 Penalty: 3404.715332
	Iteration 52Q: 3 clusters Score -4412692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -4412711.000000 Penalty: 3404.715332
	Iteration 53Q: 3 clusters Score -4412711 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4412739.000000 Penalty: 3404.715332
	Iteration 54Q: 3 clusters Score -4412739 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -4412763.500000 Penalty: 3404.715332
	Iteration 55Q: 3 clusters Score -4412764 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -4412776.000000 Penalty: 3404.715332
	Iteration 56Q: 3 clusters Score -4412776 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4412801.000000 Penalty: 3404.715332
	Iteration 57Q: 3 clusters Score -4412801 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -4412824.500000 Penalty: 3404.715332
	Iteration 58Q: 3 clusters Score -4412824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4412841.000000 Penalty: 3404.715332
	Iteration 59Q: 3 clusters Score -4412841 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4412849.000000 Penalty: 3404.715332
	Iteration 60F: 3 clusters Score -4412849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4412846.500000 Penalty: 3404.715332
	Iteration 61Q: 3 clusters Score -4412846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4412878.000000 Penalty: 3404.715332
	Iteration 62Q: 3 clusters Score -4412878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -4412897.500000 Penalty: 3404.715332
	Iteration 63Q: 3 clusters Score -4412898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4412919.000000 Penalty: 3404.715332
	Iteration 64Q: 3 clusters Score -4412919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -4412925.500000 Penalty: 3404.715332
	Iteration 65Q: 3 clusters Score -4412926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -4412955.000000 Penalty: 3404.715332
	Iteration 66Q: 3 clusters Score -4412955 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4412957.500000 Penalty: 3404.715332
	Iteration 67Q: 3 clusters Score -4412958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -4412962.000000 Penalty: 3404.715332
	Iteration 68Q: 3 clusters Score -4412962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4412986.500000 Penalty: 3404.715332
	Iteration 69Q: 3 clusters Score -4412986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4413001.000000 Penalty: 3404.715332
	Iteration 70Q: 3 clusters Score -4413001 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -4413001.500000 Penalty: 3404.715332
	Iteration 71Q: 3 clusters Score -4413002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4413013.000000 Penalty: 3404.715332
	Iteration 72Q: 3 clusters Score -4413013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4413013.000000 Penalty: 3404.715332
	Iteration 73Q: 3 clusters Score -4413013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4413026.000000 Penalty: 3404.715332
	Iteration 74Q: 3 clusters Score -4413026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -4413030.000000 Penalty: 3404.715332
	Iteration 75Q: 3 clusters Score -4413030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -4413041.000000 Penalty: 3404.715332
	Iteration 76Q: 3 clusters Score -4413041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -4413053.500000 Penalty: 3404.715332
	Iteration 77Q: 3 clusters Score -4413054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4413053.000000 Penalty: 3404.715332
	Iteration 78Q: 3 clusters Score -4413053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -4413055.000000 Penalty: 3404.715332
	Iteration 79Q: 3 clusters Score -4413055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4413057.000000 Penalty: 3404.715332
	Iteration 80F: 3 clusters Score -4413057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4413054.000000 Penalty: 3404.715332
	Iteration 81Q: 3 clusters Score -4413054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4413054.000000 Penalty: 3404.715332
	Iteration 82Q: 3 clusters Score -4413054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4413063.000000 Penalty: 3404.715332
	Iteration 83Q: 3 clusters Score -4413063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -4413068.000000 Penalty: 3404.715332
	Iteration 84Q: 3 clusters Score -4413068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -4413071.000000 Penalty: 3404.715332
	Iteration 85Q: 3 clusters Score -4413071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -4413075.500000 Penalty: 3404.715332
	Iteration 86Q: 3 clusters Score -4413076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -4413073.500000 Penalty: 3404.715332
	Iteration 87Q: 3 clusters Score -4413074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4413075.500000 Penalty: 3404.715332
	Iteration 88Q: 3 clusters Score -4413076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4413075.500000 Penalty: 3404.715332
	Iteration 89F: 3 clusters Score -4413076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Entering Unmasked Estep 
Score: -2280329.250000 Penalty: 1600.673462
	Iteration 0F: 2 clusters Score -2280329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2267476.750000 Penalty: 3201.346924
	Iteration 0F: 3 clusters Score -2267477 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2272353.750000 Penalty: 3201.346924
	Iteration 1F: 3 clusters Score -2272354 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2272984.000000 Penalty: 3201.346924
	Iteration 2F: 3 clusters Score -2272984 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2273714.250000 Penalty: 3201.346924
	Iteration 3F: 3 clusters Score -2273714 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2274565.500000 Penalty: 3201.346924
	Iteration 4F: 3 clusters Score -2274566 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2275421.500000 Penalty: 3201.346924
	Iteration 5F: 3 clusters Score -2275422 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2276209.000000 Penalty: 3201.346924
	Iteration 6F: 3 clusters Score -2276209 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2277059.750000 Penalty: 3201.346924
	Iteration 7Q: 3 clusters Score -2277060 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2277794.750000 Penalty: 3201.346924
	Iteration 8Q: 3 clusters Score -2277795 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2278268.500000 Penalty: 3201.346924
	Iteration 9Q: 3 clusters Score -2278268 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2278623.750000 Penalty: 3201.346924
	Iteration 10Q: 3 clusters Score -2278624 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2278847.250000 Penalty: 3201.346924
	Iteration 11Q: 3 clusters Score -2278847 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2278966.500000 Penalty: 3201.346924
	Iteration 12Q: 3 clusters Score -2278966 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2279053.750000 Penalty: 3201.346924
	Iteration 13Q: 3 clusters Score -2279054 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2279115.750000 Penalty: 3201.346924
	Iteration 14Q: 3 clusters Score -2279116 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2279156.750000 Penalty: 3201.346924
	Iteration 15Q: 3 clusters Score -2279157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2279179.000000 Penalty: 3201.346924
	Iteration 16Q: 3 clusters Score -2279179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2279194.750000 Penalty: 3201.346924
	Iteration 17Q: 3 clusters Score -2279195 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2279214.000000 Penalty: 3201.346924
	Iteration 18Q: 3 clusters Score -2279214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2279229.750000 Penalty: 3201.346924
	Iteration 19Q: 3 clusters Score -2279230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2279231.750000 Penalty: 3201.346924
	Iteration 20F: 3 clusters Score -2279232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2279239.500000 Penalty: 3201.346924
	Iteration 21Q: 3 clusters Score -2279240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2279251.500000 Penalty: 3201.346924
	Iteration 22Q: 3 clusters Score -2279252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2279258.250000 Penalty: 3201.346924
	Iteration 23Q: 3 clusters Score -2279258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2279265.750000 Penalty: 3201.346924
	Iteration 24Q: 3 clusters Score -2279266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2279274.500000 Penalty: 3201.346924
	Iteration 25Q: 3 clusters Score -2279274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2279274.500000 Penalty: 3201.346924
	Iteration 26Q: 3 clusters Score -2279274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2279279.000000 Penalty: 3201.346924
	Iteration 27Q: 3 clusters Score -2279279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2279280.250000 Penalty: 3201.346924
	Iteration 28Q: 3 clusters Score -2279280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2279283.250000 Penalty: 3201.346924
	Iteration 29Q: 3 clusters Score -2279283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2279285.000000 Penalty: 3201.346924
	Iteration 30Q: 3 clusters Score -2279285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2279283.250000 Penalty: 3201.346924
	Iteration 31Q: 3 clusters Score -2279283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2279285.500000 Penalty: 3201.346924
	Iteration 32Q: 3 clusters Score -2279286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2279285.500000 Penalty: 3201.346924
	Iteration 33Q: 3 clusters Score -2279286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2279283.750000 Penalty: 3201.346924
	Iteration 34Q: 3 clusters Score -2279284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2279286.250000 Penalty: 3201.346924
	Iteration 35Q: 3 clusters Score -2279286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2279286.250000 Penalty: 3201.346924
	Iteration 36F: 3 clusters Score -2279286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -15926.824219 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -15926.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15306.607422 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15306.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15351.208008 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15351.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15392.592773 Penalty: 1632.761108
	Iteration 2F: 3 clusters Score -15392.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15404.484375 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -15404.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15412.888672 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -15412.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15412.888672 Penalty: 1632.761108
	Iteration 5F: 3 clusters Score -15412.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Entering Unmasked Estep 
Score: -1577122.250000 Penalty: 1536.222900
	Iteration 0F: 2 clusters Score -1577122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1568213.375000 Penalty: 3072.445801
	Iteration 0F: 3 clusters Score -1568213 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1571234.750000 Penalty: 3072.445801
	Iteration 1F: 3 clusters Score -1571235 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1571497.500000 Penalty: 3072.445801
	Iteration 2F: 3 clusters Score -1571498 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1571710.250000 Penalty: 3072.445801
	Iteration 3Q: 3 clusters Score -1571710 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1571926.875000 Penalty: 3072.445801
	Iteration 4Q: 3 clusters Score -1571927 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1572209.125000 Penalty: 3072.445801
	Iteration 5Q: 3 clusters Score -1572209 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1572589.125000 Penalty: 3072.445801
	Iteration 6F: 3 clusters Score -1572589 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1573064.250000 Penalty: 3072.445801
	Iteration 7F: 3 clusters Score -1573064 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1573628.750000 Penalty: 3072.445801
	Iteration 8F: 3 clusters Score -1573629 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1574138.125000 Penalty: 3072.445801
	Iteration 9F: 3 clusters Score -1574138 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1574619.750000 Penalty: 3072.445801
	Iteration 10Q: 3 clusters Score -1574620 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1575023.625000 Penalty: 3072.445801
	Iteration 11Q: 3 clusters Score -1575024 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1575319.500000 Penalty: 3072.445801
	Iteration 12Q: 3 clusters Score -1575320 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1575517.000000 Penalty: 3072.445801
	Iteration 13Q: 3 clusters Score -1575517 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1575619.625000 Penalty: 3072.445801
	Iteration 14Q: 3 clusters Score -1575620 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1575658.875000 Penalty: 3072.445801
	Iteration 15Q: 3 clusters Score -1575659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1575685.750000 Penalty: 3072.445801
	Iteration 16Q: 3 clusters Score -1575686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1575707.500000 Penalty: 3072.445801
	Iteration 17Q: 3 clusters Score -1575708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1575725.000000 Penalty: 3072.445801
	Iteration 18Q: 3 clusters Score -1575725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1575734.000000 Penalty: 3072.445801
	Iteration 19Q: 3 clusters Score -1575734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1575748.625000 Penalty: 3072.445801
	Iteration 20F: 3 clusters Score -1575749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1575757.000000 Penalty: 3072.445801
	Iteration 21Q: 3 clusters Score -1575757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1575767.500000 Penalty: 3072.445801
	Iteration 22Q: 3 clusters Score -1575768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1575777.875000 Penalty: 3072.445801
	Iteration 23Q: 3 clusters Score -1575778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1575787.500000 Penalty: 3072.445801
	Iteration 24Q: 3 clusters Score -1575788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1575803.625000 Penalty: 3072.445801
	Iteration 25Q: 3 clusters Score -1575804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1575811.375000 Penalty: 3072.445801
	Iteration 26Q: 3 clusters Score -1575811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1575813.000000 Penalty: 3072.445801
	Iteration 27Q: 3 clusters Score -1575813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1575815.000000 Penalty: 3072.445801
	Iteration 28Q: 3 clusters Score -1575815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1575815.000000 Penalty: 3072.445801
	Iteration 29Q: 3 clusters Score -1575815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1575818.000000 Penalty: 3072.445801
	Iteration 30Q: 3 clusters Score -1575818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1575818.750000 Penalty: 3072.445801
	Iteration 31Q: 3 clusters Score -1575819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1575818.750000 Penalty: 3072.445801
	Iteration 32F: 3 clusters Score -1575819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Entering Unmasked Estep 
Score: -2724126.500000 Penalty: 1626.969116
	Iteration 0F: 2 clusters Score -2724126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2709025.000000 Penalty: 3253.938232
	Iteration 0F: 3 clusters Score -2709025 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2714593.000000 Penalty: 3253.938232
	Iteration 1F: 3 clusters Score -2714593 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2714888.000000 Penalty: 3253.938232
	Iteration 2Q: 3 clusters Score -2714888 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2715220.000000 Penalty: 3253.938232
	Iteration 3Q: 3 clusters Score -2715220 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2715563.750000 Penalty: 3253.938232
	Iteration 4Q: 3 clusters Score -2715564 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2715972.750000 Penalty: 3253.938232
	Iteration 5Q: 3 clusters Score -2715973 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2716497.250000 Penalty: 3253.938232
	Iteration 6Q: 3 clusters Score -2716497 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2717041.500000 Penalty: 3253.938232
	Iteration 7Q: 3 clusters Score -2717042 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2717757.000000 Penalty: 3253.938232
	Iteration 8F: 3 clusters Score -2717757 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2718656.000000 Penalty: 3253.938232
	Iteration 9F: 3 clusters Score -2718656 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2719510.500000 Penalty: 3253.938232
	Iteration 10F: 3 clusters Score -2719510 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2720138.750000 Penalty: 3253.938232
	Iteration 11Q: 3 clusters Score -2720139 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2720526.500000 Penalty: 3253.938232
	Iteration 12Q: 3 clusters Score -2720526 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2720828.500000 Penalty: 3253.938232
	Iteration 13Q: 3 clusters Score -2720828 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2721074.750000 Penalty: 3253.938232
	Iteration 14Q: 3 clusters Score -2721075 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2721278.000000 Penalty: 3253.938232
	Iteration 15Q: 3 clusters Score -2721278 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2721491.750000 Penalty: 3253.938232
	Iteration 16Q: 3 clusters Score -2721492 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2721626.750000 Penalty: 3253.938232
	Iteration 17Q: 3 clusters Score -2721627 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2721729.750000 Penalty: 3253.938232
	Iteration 18Q: 3 clusters Score -2721730 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2721829.250000 Penalty: 3253.938232
	Iteration 19Q: 3 clusters Score -2721829 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2721899.750000 Penalty: 3253.938232
	Iteration 20F: 3 clusters Score -2721900 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2721972.250000 Penalty: 3253.938232
	Iteration 21Q: 3 clusters Score -2721972 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2722038.000000 Penalty: 3253.938232
	Iteration 22Q: 3 clusters Score -2722038 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2722107.000000 Penalty: 3253.938232
	Iteration 23Q: 3 clusters Score -2722107 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2722174.000000 Penalty: 3253.938232
	Iteration 24Q: 3 clusters Score -2722174 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2722233.500000 Penalty: 3253.938232
	Iteration 25Q: 3 clusters Score -2722234 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2722307.750000 Penalty: 3253.938232
	Iteration 26Q: 3 clusters Score -2722308 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2722383.250000 Penalty: 3253.938232
	Iteration 27Q: 3 clusters Score -2722383 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2722439.000000 Penalty: 3253.938232
	Iteration 28Q: 3 clusters Score -2722439 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2722489.500000 Penalty: 3253.938232
	Iteration 29Q: 3 clusters Score -2722490 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2722525.000000 Penalty: 3253.938232
	Iteration 30Q: 3 clusters Score -2722525 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2722548.500000 Penalty: 3253.938232
	Iteration 31Q: 3 clusters Score -2722548 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2722579.750000 Penalty: 3253.938232
	Iteration 32Q: 3 clusters Score -2722580 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2722622.250000 Penalty: 3253.938232
	Iteration 33Q: 3 clusters Score -2722622 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2722644.500000 Penalty: 3253.938232
	Iteration 34Q: 3 clusters Score -2722644 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2722667.500000 Penalty: 3253.938232
	Iteration 35Q: 3 clusters Score -2722668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2722689.000000 Penalty: 3253.938232
	Iteration 36Q: 3 clusters Score -2722689 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2722694.000000 Penalty: 3253.938232
	Iteration 37Q: 3 clusters Score -2722694 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2722722.500000 Penalty: 3253.938232
	Iteration 38Q: 3 clusters Score -2722722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2722726.750000 Penalty: 3253.938232
	Iteration 39Q: 3 clusters Score -2722727 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2722746.500000 Penalty: 3253.938232
	Iteration 40F: 3 clusters Score -2722746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2722753.500000 Penalty: 3253.938232
	Iteration 41Q: 3 clusters Score -2722754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2722766.250000 Penalty: 3253.938232
	Iteration 42Q: 3 clusters Score -2722766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2722786.000000 Penalty: 3253.938232
	Iteration 43Q: 3 clusters Score -2722786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2722796.500000 Penalty: 3253.938232
	Iteration 44Q: 3 clusters Score -2722796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2722804.000000 Penalty: 3253.938232
	Iteration 45Q: 3 clusters Score -2722804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2722808.000000 Penalty: 3253.938232
	Iteration 46Q: 3 clusters Score -2722808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2722812.500000 Penalty: 3253.938232
	Iteration 47Q: 3 clusters Score -2722812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2722818.500000 Penalty: 3253.938232
	Iteration 48Q: 3 clusters Score -2722818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2722818.250000 Penalty: 3253.938232
	Iteration 49Q: 3 clusters Score -2722818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2722820.000000 Penalty: 3253.938232
	Iteration 50Q: 3 clusters Score -2722820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2722827.750000 Penalty: 3253.938232
	Iteration 51Q: 3 clusters Score -2722828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2722832.750000 Penalty: 3253.938232
	Iteration 52Q: 3 clusters Score -2722833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2722842.500000 Penalty: 3253.938232
	Iteration 53Q: 3 clusters Score -2722842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2722850.250000 Penalty: 3253.938232
	Iteration 54Q: 3 clusters Score -2722850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2722854.250000 Penalty: 3253.938232
	Iteration 55Q: 3 clusters Score -2722854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2722856.250000 Penalty: 3253.938232
	Iteration 56Q: 3 clusters Score -2722856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2722863.000000 Penalty: 3253.938232
	Iteration 57Q: 3 clusters Score -2722863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2722866.250000 Penalty: 3253.938232
	Iteration 58Q: 3 clusters Score -2722866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2722867.250000 Penalty: 3253.938232
	Iteration 59Q: 3 clusters Score -2722867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2722871.000000 Penalty: 3253.938232
	Iteration 60F: 3 clusters Score -2722871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2722872.750000 Penalty: 3253.938232
	Iteration 61Q: 3 clusters Score -2722873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2722874.750000 Penalty: 3253.938232
	Iteration 62Q: 3 clusters Score -2722875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2722883.250000 Penalty: 3253.938232
	Iteration 63Q: 3 clusters Score -2722883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2722883.750000 Penalty: 3253.938232
	Iteration 64Q: 3 clusters Score -2722884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2722888.750000 Penalty: 3253.938232
	Iteration 65Q: 3 clusters Score -2722889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2722896.500000 Penalty: 3253.938232
	Iteration 66Q: 3 clusters Score -2722896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2722891.500000 Penalty: 3253.938232
	Iteration 67Q: 3 clusters Score -2722892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2722892.750000 Penalty: 3253.938232
	Iteration 68Q: 3 clusters Score -2722893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2722896.000000 Penalty: 3253.938232
	Iteration 69Q: 3 clusters Score -2722896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2722895.000000 Penalty: 3253.938232
	Iteration 70Q: 3 clusters Score -2722895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2722891.250000 Penalty: 3253.938232
	Iteration 71Q: 3 clusters Score -2722891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2722896.000000 Penalty: 3253.938232
	Iteration 72Q: 3 clusters Score -2722896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2722895.500000 Penalty: 3253.938232
	Iteration 73Q: 3 clusters Score -2722896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2722897.000000 Penalty: 3253.938232
	Iteration 74Q: 3 clusters Score -2722897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2722899.250000 Penalty: 3253.938232
	Iteration 75Q: 3 clusters Score -2722899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2722903.000000 Penalty: 3253.938232
	Iteration 76Q: 3 clusters Score -2722903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2722900.250000 Penalty: 3253.938232
	Iteration 77Q: 3 clusters Score -2722900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2722898.250000 Penalty: 3253.938232
	Iteration 78Q: 3 clusters Score -2722898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2722898.250000 Penalty: 3253.938232
	Iteration 79Q: 3 clusters Score -2722898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2722898.250000 Penalty: 3253.938232
	Iteration 80F: 3 clusters Score -2722898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Entering Unmasked Estep 
Score: -2965112.000000 Penalty: 1641.610107
	Iteration 0F: 2 clusters Score -2965112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2948625.500000 Penalty: 3283.220215
	Iteration 0F: 3 clusters Score -2948626 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2954740.250000 Penalty: 3283.220215
	Iteration 1F: 3 clusters Score -2954740 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2955197.750000 Penalty: 3283.220215
	Iteration 2F: 3 clusters Score -2955198 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2955689.750000 Penalty: 3283.220215
	Iteration 3F: 3 clusters Score -2955690 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2956203.250000 Penalty: 3283.220215
	Iteration 4F: 3 clusters Score -2956203 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2956824.000000 Penalty: 3283.220215
	Iteration 5F: 3 clusters Score -2956824 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2957610.750000 Penalty: 3283.220215
	Iteration 6F: 3 clusters Score -2957611 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2958567.250000 Penalty: 3283.220215
	Iteration 7F: 3 clusters Score -2958567 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2959512.000000 Penalty: 3283.220215
	Iteration 8F: 3 clusters Score -2959512 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2960404.000000 Penalty: 3283.220215
	Iteration 9Q: 3 clusters Score -2960404 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2961005.750000 Penalty: 3283.220215
	Iteration 10Q: 3 clusters Score -2961006 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2961439.750000 Penalty: 3283.220215
	Iteration 11Q: 3 clusters Score -2961440 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2961818.250000 Penalty: 3283.220215
	Iteration 12Q: 3 clusters Score -2961818 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2962087.500000 Penalty: 3283.220215
	Iteration 13Q: 3 clusters Score -2962088 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2962290.750000 Penalty: 3283.220215
	Iteration 14Q: 3 clusters Score -2962291 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2962495.000000 Penalty: 3283.220215
	Iteration 15Q: 3 clusters Score -2962495 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2962679.000000 Penalty: 3283.220215
	Iteration 16Q: 3 clusters Score -2962679 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2962866.500000 Penalty: 3283.220215
	Iteration 17Q: 3 clusters Score -2962866 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2963011.750000 Penalty: 3283.220215
	Iteration 18Q: 3 clusters Score -2963012 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2963125.250000 Penalty: 3283.220215
	Iteration 19Q: 3 clusters Score -2963125 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2963227.250000 Penalty: 3283.220215
	Iteration 20F: 3 clusters Score -2963227 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2963314.750000 Penalty: 3283.220215
	Iteration 21Q: 3 clusters Score -2963315 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2963393.500000 Penalty: 3283.220215
	Iteration 22Q: 3 clusters Score -2963394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2963428.500000 Penalty: 3283.220215
	Iteration 23Q: 3 clusters Score -2963428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2963494.000000 Penalty: 3283.220215
	Iteration 24Q: 3 clusters Score -2963494 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2963551.250000 Penalty: 3283.220215
	Iteration 25Q: 3 clusters Score -2963551 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2963605.000000 Penalty: 3283.220215
	Iteration 26Q: 3 clusters Score -2963605 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2963645.000000 Penalty: 3283.220215
	Iteration 27Q: 3 clusters Score -2963645 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2963663.500000 Penalty: 3283.220215
	Iteration 28Q: 3 clusters Score -2963664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2963693.500000 Penalty: 3283.220215
	Iteration 29Q: 3 clusters Score -2963694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -2963726.500000 Penalty: 3283.220215
	Iteration 30Q: 3 clusters Score -2963726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -2963744.500000 Penalty: 3283.220215
	Iteration 31Q: 3 clusters Score -2963744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2963751.750000 Penalty: 3283.220215
	Iteration 32Q: 3 clusters Score -2963752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -2963762.750000 Penalty: 3283.220215
	Iteration 33Q: 3 clusters Score -2963763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2963762.500000 Penalty: 3283.220215
	Iteration 34Q: 3 clusters Score -2963762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2963768.500000 Penalty: 3283.220215
	Iteration 35Q: 3 clusters Score -2963768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2963777.250000 Penalty: 3283.220215
	Iteration 36Q: 3 clusters Score -2963777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2963775.250000 Penalty: 3283.220215
	Iteration 37Q: 3 clusters Score -2963775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2963780.250000 Penalty: 3283.220215
	Iteration 38Q: 3 clusters Score -2963780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2963780.250000 Penalty: 3283.220215
	Iteration 39Q: 3 clusters Score -2963780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2963785.250000 Penalty: 3283.220215
	Iteration 40F: 3 clusters Score -2963785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2963786.250000 Penalty: 3283.220215
	Iteration 41Q: 3 clusters Score -2963786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2963788.500000 Penalty: 3283.220215
	Iteration 42Q: 3 clusters Score -2963788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2963789.750000 Penalty: 3283.220215
	Iteration 43Q: 3 clusters Score -2963790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2963792.750000 Penalty: 3283.220215
	Iteration 44Q: 3 clusters Score -2963793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2963795.250000 Penalty: 3283.220215
	Iteration 45Q: 3 clusters Score -2963795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2963804.250000 Penalty: 3283.220215
	Iteration 46Q: 3 clusters Score -2963804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -2963801.250000 Penalty: 3283.220215
	Iteration 47Q: 3 clusters Score -2963801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2963806.250000 Penalty: 3283.220215
	Iteration 48Q: 3 clusters Score -2963806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2963806.250000 Penalty: 3283.220215
	Iteration 49Q: 3 clusters Score -2963806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2963806.000000 Penalty: 3283.220215
	Iteration 50Q: 3 clusters Score -2963806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2963809.250000 Penalty: 3283.220215
	Iteration 51Q: 3 clusters Score -2963809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2963806.250000 Penalty: 3283.220215
	Iteration 52Q: 3 clusters Score -2963806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2963814.000000 Penalty: 3283.220215
	Iteration 53Q: 3 clusters Score -2963814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2963814.000000 Penalty: 3283.220215
	Iteration 54Q: 3 clusters Score -2963814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -2963816.500000 Penalty: 3283.220215
	Iteration 55Q: 3 clusters Score -2963816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2963815.500000 Penalty: 3283.220215
	Iteration 56Q: 3 clusters Score -2963816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2963815.500000 Penalty: 3283.220215
	Iteration 57F: 3 clusters Score -2963816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -200175.250000 Penalty: 1211.391968
	Iteration 0F: 2 clusters Score -200175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -198263.390625 Penalty: 2422.783936
	Iteration 0F: 3 clusters Score -198263.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198702.234375 Penalty: 2422.783936
	Iteration 1F: 3 clusters Score -198702.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -198814.578125 Penalty: 2422.783936
	Iteration 2F: 3 clusters Score -198814.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -198933.500000 Penalty: 2422.783936
	Iteration 3F: 3 clusters Score -198933.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -199032.406250 Penalty: 2422.783936
	Iteration 4F: 3 clusters Score -199032.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -199113.390625 Penalty: 2422.783936
	Iteration 5Q: 3 clusters Score -199113.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -199173.718750 Penalty: 2422.783936
	Iteration 6Q: 3 clusters Score -199173.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -199207.265625 Penalty: 2422.783936
	Iteration 7Q: 3 clusters Score -199207.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -199238.890625 Penalty: 2422.783936
	Iteration 8Q: 3 clusters Score -199238.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -199262.953125 Penalty: 2422.783936
	Iteration 9Q: 3 clusters Score -199263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -199281.406250 Penalty: 2422.783936
	Iteration 10Q: 3 clusters Score -199281.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -199294.953125 Penalty: 2422.783936
	Iteration 11Q: 3 clusters Score -199295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -199314.062500 Penalty: 2422.783936
	Iteration 12Q: 3 clusters Score -199314.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -199327.125000 Penalty: 2422.783936
	Iteration 13Q: 3 clusters Score -199327.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -199338.062500 Penalty: 2422.783936
	Iteration 14Q: 3 clusters Score -199338.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -199350.468750 Penalty: 2422.783936
	Iteration 15Q: 3 clusters Score -199350.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -199360.921875 Penalty: 2422.783936
	Iteration 16Q: 3 clusters Score -199360.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -199366.406250 Penalty: 2422.783936
	Iteration 17Q: 3 clusters Score -199366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -199370.656250 Penalty: 2422.783936
	Iteration 18Q: 3 clusters Score -199370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -199374.046875 Penalty: 2422.783936
	Iteration 19Q: 3 clusters Score -199374 nChanged 5
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: -199378.296875 Penalty: 2422.783936
	Iteration 20F: 3 clusters Score -199378.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -199380.703125 Penalty: 2422.783936
	Iteration 21Q: 3 clusters Score -199380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -199381.078125 Penalty: 2422.783936
	Iteration 22Q: 3 clusters Score -199381.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -199381.656250 Penalty: 2422.783936
	Iteration 23Q: 3 clusters Score -199381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -199381.812500 Penalty: 2422.783936
	Iteration 24Q: 3 clusters Score -199381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -199382.093750 Penalty: 2422.783936
	Iteration 25Q: 3 clusters Score -199382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -199382.625000 Penalty: 2422.783936
	Iteration 26Q: 3 clusters Score -199382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -199382.921875 Penalty: 2422.783936
	Iteration 27Q: 3 clusters Score -199382.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -199382.921875 Penalty: 2422.783936
	Iteration 28F: 3 clusters Score -199382.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Entering Unmasked Estep 
Score: -1280905.625000 Penalty: 1504.205811
	Iteration 0F: 2 clusters Score -1280906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1273463.000000 Penalty: 3008.411621
	Iteration 0F: 3 clusters Score -1273463 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1275898.625000 Penalty: 3008.411621
	Iteration 1F: 3 clusters Score -1275899 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1276104.500000 Penalty: 3008.411621
	Iteration 2F: 3 clusters Score -1276104 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1276257.250000 Penalty: 3008.411621
	Iteration 3Q: 3 clusters Score -1276257 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1276369.875000 Penalty: 3008.411621
	Iteration 4Q: 3 clusters Score -1276370 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1276471.750000 Penalty: 3008.411621
	Iteration 5Q: 3 clusters Score -1276472 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1276557.000000 Penalty: 3008.411621
	Iteration 6Q: 3 clusters Score -1276557 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1276648.250000 Penalty: 3008.411621
	Iteration 7Q: 3 clusters Score -1276648 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1276737.875000 Penalty: 3008.411621
	Iteration 8Q: 3 clusters Score -1276738 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1276840.500000 Penalty: 3008.411621
	Iteration 9Q: 3 clusters Score -1276840 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1276977.250000 Penalty: 3008.411621
	Iteration 10Q: 3 clusters Score -1276977 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1277164.625000 Penalty: 3008.411621
	Iteration 11Q: 3 clusters Score -1277165 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1277435.000000 Penalty: 3008.411621
	Iteration 12Q: 3 clusters Score -1277435 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1277788.500000 Penalty: 3008.411621
	Iteration 13Q: 3 clusters Score -1277788 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1278150.625000 Penalty: 3008.411621
	Iteration 14Q: 3 clusters Score -1278151 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1278511.875000 Penalty: 3008.411621
	Iteration 15Q: 3 clusters Score -1278512 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1278822.250000 Penalty: 3008.411621
	Iteration 16Q: 3 clusters Score -1278822 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1279023.500000 Penalty: 3008.411621
	Iteration 17Q: 3 clusters Score -1279024 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1279138.500000 Penalty: 3008.411621
	Iteration 18Q: 3 clusters Score -1279138 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1279221.250000 Penalty: 3008.411621
	Iteration 19Q: 3 clusters Score -1279221 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1279264.375000 Penalty: 3008.411621
	Iteration 20F: 3 clusters Score -1279264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1279299.125000 Penalty: 3008.411621
	Iteration 21Q: 3 clusters Score -1279299 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1279340.000000 Penalty: 3008.411621
	Iteration 22Q: 3 clusters Score -1279340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1279364.500000 Penalty: 3008.411621
	Iteration 23Q: 3 clusters Score -1279364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1279390.000000 Penalty: 3008.411621
	Iteration 24Q: 3 clusters Score -1279390 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1279419.375000 Penalty: 3008.411621
	Iteration 25Q: 3 clusters Score -1279419 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1279447.250000 Penalty: 3008.411621
	Iteration 26Q: 3 clusters Score -1279447 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1279468.250000 Penalty: 3008.411621
	Iteration 27Q: 3 clusters Score -1279468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1279484.750000 Penalty: 3008.411621
	Iteration 28Q: 3 clusters Score -1279485 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1279507.625000 Penalty: 3008.411621
	Iteration 29Q: 3 clusters Score -1279508 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1279523.375000 Penalty: 3008.411621
	Iteration 30Q: 3 clusters Score -1279523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1279538.500000 Penalty: 3008.411621
	Iteration 31Q: 3 clusters Score -1279538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1279558.500000 Penalty: 3008.411621
	Iteration 32Q: 3 clusters Score -1279558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1279574.375000 Penalty: 3008.411621
	Iteration 33Q: 3 clusters Score -1279574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1279589.125000 Penalty: 3008.411621
	Iteration 34Q: 3 clusters Score -1279589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1279607.250000 Penalty: 3008.411621
	Iteration 35Q: 3 clusters Score -1279607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1279614.375000 Penalty: 3008.411621
	Iteration 36Q: 3 clusters Score -1279614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1279627.750000 Penalty: 3008.411621
	Iteration 37Q: 3 clusters Score -1279628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1279635.625000 Penalty: 3008.411621
	Iteration 38Q: 3 clusters Score -1279636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1279642.250000 Penalty: 3008.411621
	Iteration 39Q: 3 clusters Score -1279642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1279649.750000 Penalty: 3008.411621
	Iteration 40F: 3 clusters Score -1279650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1279654.625000 Penalty: 3008.411621
	Iteration 41Q: 3 clusters Score -1279655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1279660.500000 Penalty: 3008.411621
	Iteration 42Q: 3 clusters Score -1279660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1279667.125000 Penalty: 3008.411621
	Iteration 43Q: 3 clusters Score -1279667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1279674.375000 Penalty: 3008.411621
	Iteration 44Q: 3 clusters Score -1279674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1279688.375000 Penalty: 3008.411621
	Iteration 45Q: 3 clusters Score -1279688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1279698.625000 Penalty: 3008.411621
	Iteration 46Q: 3 clusters Score -1279699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1279712.000000 Penalty: 3008.411621
	Iteration 47Q: 3 clusters Score -1279712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1279722.875000 Penalty: 3008.411621
	Iteration 48Q: 3 clusters Score -1279723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1279730.625000 Penalty: 3008.411621
	Iteration 49Q: 3 clusters Score -1279731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1279734.000000 Penalty: 3008.411621
	Iteration 50Q: 3 clusters Score -1279734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1279743.000000 Penalty: 3008.411621
	Iteration 51Q: 3 clusters Score -1279743 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1279751.875000 Penalty: 3008.411621
	Iteration 52Q: 3 clusters Score -1279752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1279757.125000 Penalty: 3008.411621
	Iteration 53Q: 3 clusters Score -1279757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1279764.625000 Penalty: 3008.411621
	Iteration 54Q: 3 clusters Score -1279765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1279769.500000 Penalty: 3008.411621
	Iteration 55Q: 3 clusters Score -1279770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1279772.875000 Penalty: 3008.411621
	Iteration 56Q: 3 clusters Score -1279773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1279773.250000 Penalty: 3008.411621
	Iteration 57Q: 3 clusters Score -1279773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1279781.625000 Penalty: 3008.411621
	Iteration 58Q: 3 clusters Score -1279782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1279783.250000 Penalty: 3008.411621
	Iteration 59Q: 3 clusters Score -1279783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1279784.000000 Penalty: 3008.411621
	Iteration 60F: 3 clusters Score -1279784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1279787.125000 Penalty: 3008.411621
	Iteration 61Q: 3 clusters Score -1279787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1279783.500000 Penalty: 3008.411621
	Iteration 62Q: 3 clusters Score -1279784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1279784.375000 Penalty: 3008.411621
	Iteration 63Q: 3 clusters Score -1279784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1279785.750000 Penalty: 3008.411621
	Iteration 64Q: 3 clusters Score -1279786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1279785.000000 Penalty: 3008.411621
	Iteration 65Q: 3 clusters Score -1279785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1279782.500000 Penalty: 3008.411621
	Iteration 66Q: 3 clusters Score -1279782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1279786.000000 Penalty: 3008.411621
	Iteration 67Q: 3 clusters Score -1279786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1279783.750000 Penalty: 3008.411621
	Iteration 68Q: 3 clusters Score -1279784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1279784.375000 Penalty: 3008.411621
	Iteration 69Q: 3 clusters Score -1279784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1279789.250000 Penalty: 3008.411621
	Iteration 70Q: 3 clusters Score -1279789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1279789.875000 Penalty: 3008.411621
	Iteration 71Q: 3 clusters Score -1279790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1279790.500000 Penalty: 3008.411621
	Iteration 72Q: 3 clusters Score -1279790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1279790.125000 Penalty: 3008.411621
	Iteration 73Q: 3 clusters Score -1279790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1279792.625000 Penalty: 3008.411621
	Iteration 74Q: 3 clusters Score -1279793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1279793.375000 Penalty: 3008.411621
	Iteration 75Q: 3 clusters Score -1279793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1279793.750000 Penalty: 3008.411621
	Iteration 76Q: 3 clusters Score -1279794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1279794.750000 Penalty: 3008.411621
	Iteration 77Q: 3 clusters Score -1279795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1279794.375000 Penalty: 3008.411621
	Iteration 78Q: 3 clusters Score -1279794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1279794.000000 Penalty: 3008.411621
	Iteration 79Q: 3 clusters Score -1279794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1279792.875000 Penalty: 3008.411621
	Iteration 80F: 3 clusters Score -1279793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1279793.000000 Penalty: 3008.411621
	Iteration 81Q: 3 clusters Score -1279793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1279794.125000 Penalty: 3008.411621
	Iteration 82Q: 3 clusters Score -1279794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1279794.125000 Penalty: 3008.411621
	Iteration 83F: 3 clusters Score -1279794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22935 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30060 members 
Mstep: Class 8 contains 35456 members 
Mstep: Class 10 contains 18964 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12755 members 
Mstep: Class 15 contains 22295 members 
Mstep: Class 18 contains 24397 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444076.000000 Penalty: 27982.333984
Iteration 359Q: 15 clusters Score -2.644408e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22934 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30066 members 
Mstep: Class 8 contains 35450 members 
Mstep: Class 10 contains 18965 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12756 members 
Mstep: Class 15 contains 22299 members 
Mstep: Class 18 contains 24396 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444094.000000 Penalty: 27982.333984
Iteration 360F: 15 clusters Score -2.644409e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22933 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30079 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 10 contains 18961 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 15 contains 22301 members 
Mstep: Class 18 contains 24399 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444076.000000 Penalty: 27982.333984
Iteration 361Q: 15 clusters Score -2.644408e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22930 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30083 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 10 contains 18961 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12761 members 
Mstep: Class 15 contains 22303 members 
Mstep: Class 18 contains 24396 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444028.000000 Penalty: 27982.333984
Iteration 362Q: 15 clusters Score -2.644403e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22927 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30107 members 
Mstep: Class 8 contains 35431 members 
Mstep: Class 10 contains 18962 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12757 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 18 contains 24396 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444014.000000 Penalty: 27982.333984
Iteration 363Q: 15 clusters Score -2.644401e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22928 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30117 members 
Mstep: Class 8 contains 35421 members 
Mstep: Class 10 contains 18960 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12755 members 
Mstep: Class 15 contains 22316 members 
Mstep: Class 18 contains 24397 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444008.000000 Penalty: 27982.333984
Iteration 364Q: 15 clusters Score -2.644401e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22926 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30128 members 
Mstep: Class 8 contains 35414 members 
Mstep: Class 10 contains 18961 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12756 members 
Mstep: Class 15 contains 22314 members 
Mstep: Class 18 contains 24400 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444008.000000 Penalty: 27982.333984
Iteration 365Q: 15 clusters Score -2.644401e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22926 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30141 members 
Mstep: Class 8 contains 35410 members 
Mstep: Class 10 contains 18960 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12757 members 
Mstep: Class 15 contains 22313 members 
Mstep: Class 18 contains 24393 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 10405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444024.000000 Penalty: 27982.333984
Iteration 366Q: 15 clusters Score -2.644402e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22927 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30145 members 
Mstep: Class 8 contains 35420 members 
Mstep: Class 10 contains 18958 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12757 members 
Mstep: Class 15 contains 22315 members 
Mstep: Class 18 contains 24390 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443994.000000 Penalty: 27982.333984
Iteration 367Q: 15 clusters Score -2.644399e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 22927 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30143 members 
Mstep: Class 8 contains 35431 members 
Mstep: Class 10 contains 18956 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12757 members 
Mstep: Class 15 contains 22316 members 
Mstep: Class 18 contains 24389 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444006.000000 Penalty: 27982.333984
Iteration 368Q: 15 clusters Score -2.644401e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 22927 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30140 members 
Mstep: Class 8 contains 35435 members 
Mstep: Class 10 contains 18955 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12754 members 
Mstep: Class 15 contains 22319 members 
Mstep: Class 18 contains 24396 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444016.000000 Penalty: 27982.333984
Iteration 369Q: 15 clusters Score -2.644402e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 22926 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30146 members 
Mstep: Class 8 contains 35436 members 
Mstep: Class 10 contains 18954 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12751 members 
Mstep: Class 15 contains 22321 members 
Mstep: Class 18 contains 24393 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443990.000000 Penalty: 27982.333984
Iteration 370Q: 15 clusters Score -2.644399e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30153 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 10 contains 18955 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12750 members 
Mstep: Class 15 contains 22327 members 
Mstep: Class 18 contains 24390 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 10374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444020.000000 Penalty: 27982.333984
Iteration 371Q: 15 clusters Score -2.644402e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 22920 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30153 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 10 contains 18957 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12749 members 
Mstep: Class 15 contains 22331 members 
Mstep: Class 18 contains 24391 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444034.000000 Penalty: 27982.333984
Iteration 372Q: 15 clusters Score -2.644403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22922 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30151 members 
Mstep: Class 8 contains 35438 members 
Mstep: Class 10 contains 18956 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12751 members 
Mstep: Class 15 contains 22335 members 
Mstep: Class 18 contains 24391 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444018.000000 Penalty: 27982.333984
Iteration 373Q: 15 clusters Score -2.644402e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30151 members 
Mstep: Class 8 contains 35436 members 
Mstep: Class 10 contains 18956 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12750 members 
Mstep: Class 15 contains 22339 members 
Mstep: Class 18 contains 24391 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444052.000000 Penalty: 27982.333984
Iteration 374Q: 15 clusters Score -2.644405e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 22920 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30150 members 
Mstep: Class 8 contains 35433 members 
Mstep: Class 10 contains 18954 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 18 contains 24390 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444076.000000 Penalty: 27982.333984
Iteration 375Q: 15 clusters Score -2.644408e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 22920 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30151 members 
Mstep: Class 8 contains 35432 members 
Mstep: Class 10 contains 18954 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 22344 members 
Mstep: Class 18 contains 24387 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444048.000000 Penalty: 27982.333984
Iteration 376Q: 15 clusters Score -2.644405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 22922 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30152 members 
Mstep: Class 8 contains 35434 members 
Mstep: Class 10 contains 18953 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 22341 members 
Mstep: Class 18 contains 24386 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444106.000000 Penalty: 27982.333984
Iteration 377Q: 15 clusters Score -2.644411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22923 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30149 members 
Mstep: Class 8 contains 35436 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 22340 members 
Mstep: Class 18 contains 24385 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444086.000000 Penalty: 27982.333984
Iteration 378Q: 15 clusters Score -2.644409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22922 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30146 members 
Mstep: Class 8 contains 35436 members 
Mstep: Class 10 contains 18953 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 22339 members 
Mstep: Class 18 contains 24388 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444062.000000 Penalty: 27982.333984
Iteration 379Q: 15 clusters Score -2.644406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22922 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30150 members 
Mstep: Class 8 contains 35436 members 
Mstep: Class 10 contains 18953 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22340 members 
Mstep: Class 18 contains 24386 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444064.000000 Penalty: 27982.333984
Iteration 380F: 15 clusters Score -2.644406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22922 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30153 members 
Mstep: Class 8 contains 35435 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22341 members 
Mstep: Class 18 contains 24385 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444046.000000 Penalty: 27982.333984
Iteration 381Q: 15 clusters Score -2.644405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22922 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30153 members 
Mstep: Class 8 contains 35436 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22340 members 
Mstep: Class 18 contains 24385 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444062.000000 Penalty: 27982.333984
Iteration 382Q: 15 clusters Score -2.644406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30157 members 
Mstep: Class 8 contains 35433 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22344 members 
Mstep: Class 18 contains 24382 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444064.000000 Penalty: 27982.333984
Iteration 383Q: 15 clusters Score -2.644406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22919 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30161 members 
Mstep: Class 8 contains 35432 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12745 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24380 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444090.000000 Penalty: 27982.333984
Iteration 384Q: 15 clusters Score -2.644409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22920 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30164 members 
Mstep: Class 8 contains 35432 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12745 members 
Mstep: Class 15 contains 22348 members 
Mstep: Class 18 contains 24379 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444080.000000 Penalty: 27982.333984
Iteration 385Q: 15 clusters Score -2.644408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30168 members 
Mstep: Class 8 contains 35433 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 22344 members 
Mstep: Class 18 contains 24381 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444068.000000 Penalty: 27982.333984
Iteration 386Q: 15 clusters Score -2.644407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30167 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22344 members 
Mstep: Class 18 contains 24379 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444066.000000 Penalty: 27982.333984
Iteration 387Q: 15 clusters Score -2.644407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30170 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444066.000000 Penalty: 27982.333984
Iteration 388Q: 15 clusters Score -2.644407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22922 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30174 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12749 members 
Mstep: Class 15 contains 22344 members 
Mstep: Class 18 contains 24377 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444054.000000 Penalty: 27982.333984
Iteration 389Q: 15 clusters Score -2.644405e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30171 members 
Mstep: Class 8 contains 35440 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 22347 members 
Mstep: Class 18 contains 24376 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444062.000000 Penalty: 27982.333984
Iteration 390Q: 15 clusters Score -2.644406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30175 members 
Mstep: Class 8 contains 35441 members 
Mstep: Class 10 contains 18951 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 22345 members 
Mstep: Class 18 contains 24377 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444054.000000 Penalty: 27982.333984
Iteration 391Q: 15 clusters Score -2.644405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 35441 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12747 members 
Mstep: Class 15 contains 22341 members 
Mstep: Class 18 contains 24380 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444048.000000 Penalty: 27982.333984
Iteration 392Q: 15 clusters Score -2.644405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 35437 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 22340 members 
Mstep: Class 18 contains 24382 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444056.000000 Penalty: 27982.333984
Iteration 393Q: 15 clusters Score -2.644406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22920 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30181 members 
Mstep: Class 8 contains 35432 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22341 members 
Mstep: Class 18 contains 24384 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444072.000000 Penalty: 27982.333984
Iteration 394Q: 15 clusters Score -2.644407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22920 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30181 members 
Mstep: Class 8 contains 35432 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 22341 members 
Mstep: Class 18 contains 24385 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444076.000000 Penalty: 27982.333984
Iteration 395Q: 15 clusters Score -2.644408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22920 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30181 members 
Mstep: Class 8 contains 35434 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12743 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 18 contains 24384 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444072.000000 Penalty: 27982.333984
Iteration 396Q: 15 clusters Score -2.644407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22920 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30180 members 
Mstep: Class 8 contains 35434 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12743 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 18 contains 24382 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444070.000000 Penalty: 27982.333984
Iteration 397Q: 15 clusters Score -2.644407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30183 members 
Mstep: Class 8 contains 35433 members 
Mstep: Class 10 contains 18953 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12743 members 
Mstep: Class 15 contains 22345 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444068.000000 Penalty: 27982.333984
Iteration 398Q: 15 clusters Score -2.644407e+07 nChanged 9
Entering ConstructFrom: 
Score: -26444068.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (34998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Entering Unmasked Estep 
Score: -4272715.500000 Penalty: 1700.244995
	Iteration 0F: 2 clusters Score -4272716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4249774.000000 Penalty: 3400.489990
	Iteration 0F: 3 clusters Score -4249774 nChanged 16188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4258838.500000 Penalty: 3400.489990
	Iteration 1F: 3 clusters Score -4258838 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4259281.000000 Penalty: 3400.489990
	Iteration 2Q: 3 clusters Score -4259281 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4259778.500000 Penalty: 3400.489990
	Iteration 3Q: 3 clusters Score -4259778 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -4260521.500000 Penalty: 3400.489990
	Iteration 4Q: 3 clusters Score -4260522 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -4261640.500000 Penalty: 3400.489990
	Iteration 5F: 3 clusters Score -4261640 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4263381.500000 Penalty: 3400.489990
	Iteration 6F: 3 clusters Score -4263382 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -4265751.000000 Penalty: 3400.489990
	Iteration 7F: 3 clusters Score -4265751 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -4268224.500000 Penalty: 3400.489990
	Iteration 8F: 3 clusters Score -4268224 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4269987.500000 Penalty: 3400.489990
	Iteration 9F: 3 clusters Score -4269988 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -4270775.000000 Penalty: 3400.489990
	Iteration 10Q: 3 clusters Score -4270775 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4271042.500000 Penalty: 3400.489990
	Iteration 11Q: 3 clusters Score -4271042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4271132.000000 Penalty: 3400.489990
	Iteration 12Q: 3 clusters Score -4271132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -4271180.000000 Penalty: 3400.489990
	Iteration 13Q: 3 clusters Score -4271180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -4271197.000000 Penalty: 3400.489990
	Iteration 14Q: 3 clusters Score -4271197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -4271204.000000 Penalty: 3400.489990
	Iteration 15Q: 3 clusters Score -4271204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4271206.000000 Penalty: 3400.489990
	Iteration 16Q: 3 clusters Score -4271206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -4271219.000000 Penalty: 3400.489990
	Iteration 17Q: 3 clusters Score -4271219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -4271220.000000 Penalty: 3400.489990
	Iteration 18Q: 3 clusters Score -4271220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4271229.500000 Penalty: 3400.489990
	Iteration 19Q: 3 clusters Score -4271230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -4271231.000000 Penalty: 3400.489990
	Iteration 20F: 3 clusters Score -4271231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -4271231.000000 Penalty: 3400.489990
	Iteration 21Q: 3 clusters Score -4271231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -4271231.000000 Penalty: 3400.489990
	Iteration 22F: 3 clusters Score -4271231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -38151.027344 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -38151.03 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 178 members 
Entering Unmasked Estep 
Score: -37243.980469 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -37243.98 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37433.003906 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -37433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37462.355469 Penalty: 1930.555664
	Iteration 2Q: 3 clusters Score -37462.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37482.988281 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -37482.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37515.257812 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -37515.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37531.718750 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -37531.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37540.398438 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -37540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37548.351562 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -37548.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37549.222656 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -37549.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37550.074219 Penalty: 1930.555664
	Iteration 9Q: 3 clusters Score -37550.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37552.207031 Penalty: 1930.555664
	Iteration 10Q: 3 clusters Score -37552.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37553.464844 Penalty: 1930.555664
	Iteration 11Q: 3 clusters Score -37553.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37555.417969 Penalty: 1930.555664
	Iteration 12Q: 3 clusters Score -37555.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37555.417969 Penalty: 1930.555664
	Iteration 13F: 3 clusters Score -37555.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -557453.937500 Penalty: 1377.647095
	Iteration 0F: 2 clusters Score -557453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -553640.750000 Penalty: 2755.294189
	Iteration 0F: 3 clusters Score -553640.8 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -554675.250000 Penalty: 2755.294189
	Iteration 1F: 3 clusters Score -554675.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -554853.562500 Penalty: 2755.294189
	Iteration 2F: 3 clusters Score -554853.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -555008.312500 Penalty: 2755.294189
	Iteration 3F: 3 clusters Score -555008.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -555189.937500 Penalty: 2755.294189
	Iteration 4F: 3 clusters Score -555189.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -555436.500000 Penalty: 2755.294189
	Iteration 5F: 3 clusters Score -555436.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -555693.500000 Penalty: 2755.294189
	Iteration 6F: 3 clusters Score -555693.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -555926.125000 Penalty: 2755.294189
	Iteration 7F: 3 clusters Score -555926.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -556110.812500 Penalty: 2755.294189
	Iteration 8F: 3 clusters Score -556110.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -556228.000000 Penalty: 2755.294189
	Iteration 9Q: 3 clusters Score -556228 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -556303.250000 Penalty: 2755.294189
	Iteration 10Q: 3 clusters Score -556303.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -556346.937500 Penalty: 2755.294189
	Iteration 11Q: 3 clusters Score -556346.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -556382.062500 Penalty: 2755.294189
	Iteration 12Q: 3 clusters Score -556382.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -556413.750000 Penalty: 2755.294189
	Iteration 13Q: 3 clusters Score -556413.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -556437.625000 Penalty: 2755.294189
	Iteration 14Q: 3 clusters Score -556437.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -556451.312500 Penalty: 2755.294189
	Iteration 15Q: 3 clusters Score -556451.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -556462.687500 Penalty: 2755.294189
	Iteration 16Q: 3 clusters Score -556462.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -556472.875000 Penalty: 2755.294189
	Iteration 17Q: 3 clusters Score -556472.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -556477.562500 Penalty: 2755.294189
	Iteration 18Q: 3 clusters Score -556477.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -556480.750000 Penalty: 2755.294189
	Iteration 19Q: 3 clusters Score -556480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -556484.562500 Penalty: 2755.294189
	Iteration 20F: 3 clusters Score -556484.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -556486.625000 Penalty: 2755.294189
	Iteration 21Q: 3 clusters Score -556486.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -556491.250000 Penalty: 2755.294189
	Iteration 22Q: 3 clusters Score -556491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -556492.062500 Penalty: 2755.294189
	Iteration 23Q: 3 clusters Score -556492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -556493.625000 Penalty: 2755.294189
	Iteration 24Q: 3 clusters Score -556493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -556495.562500 Penalty: 2755.294189
	Iteration 25Q: 3 clusters Score -556495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -556495.875000 Penalty: 2755.294189
	Iteration 26Q: 3 clusters Score -556495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -556498.875000 Penalty: 2755.294189
	Iteration 27Q: 3 clusters Score -556498.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -556501.812500 Penalty: 2755.294189
	Iteration 28Q: 3 clusters Score -556501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -556502.875000 Penalty: 2755.294189
	Iteration 29Q: 3 clusters Score -556502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -556502.875000 Penalty: 2755.294189
	Iteration 30F: 3 clusters Score -556502.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Entering Unmasked Estep 
Score: -2828146.000000 Penalty: 1631.468994
	Iteration 0F: 2 clusters Score -2828146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2812539.250000 Penalty: 3262.937988
	Iteration 0F: 3 clusters Score -2812539 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2818225.500000 Penalty: 3262.937988
	Iteration 1F: 3 clusters Score -2818226 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2818642.500000 Penalty: 3262.937988
	Iteration 2Q: 3 clusters Score -2818642 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2819071.750000 Penalty: 3262.937988
	Iteration 3Q: 3 clusters Score -2819072 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2819443.000000 Penalty: 3262.937988
	Iteration 4Q: 3 clusters Score -2819443 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2819797.000000 Penalty: 3262.937988
	Iteration 5Q: 3 clusters Score -2819797 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2820153.250000 Penalty: 3262.937988
	Iteration 6Q: 3 clusters Score -2820153 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2820539.750000 Penalty: 3262.937988
	Iteration 7Q: 3 clusters Score -2820540 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2820944.000000 Penalty: 3262.937988
	Iteration 8Q: 3 clusters Score -2820944 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2821439.750000 Penalty: 3262.937988
	Iteration 9Q: 3 clusters Score -2821440 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2822003.750000 Penalty: 3262.937988
	Iteration 10Q: 3 clusters Score -2822004 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2822707.250000 Penalty: 3262.937988
	Iteration 11Q: 3 clusters Score -2822707 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2823499.500000 Penalty: 3262.937988
	Iteration 12F: 3 clusters Score -2823500 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2824284.500000 Penalty: 3262.937988
	Iteration 13Q: 3 clusters Score -2824284 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2825099.000000 Penalty: 3262.937988
	Iteration 14Q: 3 clusters Score -2825099 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2825717.000000 Penalty: 3262.937988
	Iteration 15Q: 3 clusters Score -2825717 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2826147.500000 Penalty: 3262.937988
	Iteration 16Q: 3 clusters Score -2826148 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2826397.750000 Penalty: 3262.937988
	Iteration 17Q: 3 clusters Score -2826398 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2826522.750000 Penalty: 3262.937988
	Iteration 18Q: 3 clusters Score -2826523 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -2826600.750000 Penalty: 3262.937988
	Iteration 19Q: 3 clusters Score -2826601 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2826640.000000 Penalty: 3262.937988
	Iteration 20F: 3 clusters Score -2826640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2826664.000000 Penalty: 3262.937988
	Iteration 21Q: 3 clusters Score -2826664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2826691.750000 Penalty: 3262.937988
	Iteration 22Q: 3 clusters Score -2826692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2826712.250000 Penalty: 3262.937988
	Iteration 23Q: 3 clusters Score -2826712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -2826724.250000 Penalty: 3262.937988
	Iteration 24Q: 3 clusters Score -2826724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -2826729.750000 Penalty: 3262.937988
	Iteration 25Q: 3 clusters Score -2826730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -2826733.250000 Penalty: 3262.937988
	Iteration 26Q: 3 clusters Score -2826733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2826737.500000 Penalty: 3262.937988
	Iteration 27Q: 3 clusters Score -2826738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2826738.750000 Penalty: 3262.937988
	Iteration 28Q: 3 clusters Score -2826739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2826740.250000 Penalty: 3262.937988
	Iteration 29Q: 3 clusters Score -2826740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2826744.250000 Penalty: 3262.937988
	Iteration 30Q: 3 clusters Score -2826744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2826748.250000 Penalty: 3262.937988
	Iteration 31Q: 3 clusters Score -2826748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2826750.250000 Penalty: 3262.937988
	Iteration 32Q: 3 clusters Score -2826750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2826752.500000 Penalty: 3262.937988
	Iteration 33Q: 3 clusters Score -2826752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2826751.750000 Penalty: 3262.937988
	Iteration 34Q: 3 clusters Score -2826752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2826751.750000 Penalty: 3262.937988
	Iteration 35F: 3 clusters Score -2826752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53649.703125 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53649.7 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 164 members 
Entering Unmasked Estep 
Score: -52713.921875 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52713.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52866.941406 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52866.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52903.273438 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -52903.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -52914.609375 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52914.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52929.105469 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52929.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52929.105469 Penalty: 1884.705200
	Iteration 5F: 3 clusters Score -52929.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Entering Unmasked Estep 
Score: -3757292.000000 Penalty: 1676.187622
	Iteration 0F: 2 clusters Score -3757292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3739686.250000 Penalty: 3352.375244
	Iteration 0F: 3 clusters Score -3739686 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3747246.250000 Penalty: 3352.375244
	Iteration 1F: 3 clusters Score -3747246 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3747649.250000 Penalty: 3352.375244
	Iteration 2Q: 3 clusters Score -3747649 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3748098.250000 Penalty: 3352.375244
	Iteration 3Q: 3 clusters Score -3748098 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3748621.500000 Penalty: 3352.375244
	Iteration 4Q: 3 clusters Score -3748622 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3749321.750000 Penalty: 3352.375244
	Iteration 5Q: 3 clusters Score -3749322 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3750270.000000 Penalty: 3352.375244
	Iteration 6F: 3 clusters Score -3750270 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3751517.250000 Penalty: 3352.375244
	Iteration 7F: 3 clusters Score -3751517 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3752753.750000 Penalty: 3352.375244
	Iteration 8F: 3 clusters Score -3752754 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3753827.250000 Penalty: 3352.375244
	Iteration 9F: 3 clusters Score -3753827 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3754540.000000 Penalty: 3352.375244
	Iteration 10Q: 3 clusters Score -3754540 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3754953.000000 Penalty: 3352.375244
	Iteration 11Q: 3 clusters Score -3754953 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3755248.250000 Penalty: 3352.375244
	Iteration 12Q: 3 clusters Score -3755248 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3755469.000000 Penalty: 3352.375244
	Iteration 13Q: 3 clusters Score -3755469 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3755608.000000 Penalty: 3352.375244
	Iteration 14Q: 3 clusters Score -3755608 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3755730.500000 Penalty: 3352.375244
	Iteration 15Q: 3 clusters Score -3755730 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3755820.250000 Penalty: 3352.375244
	Iteration 16Q: 3 clusters Score -3755820 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -3755889.750000 Penalty: 3352.375244
	Iteration 17Q: 3 clusters Score -3755890 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -3755968.250000 Penalty: 3352.375244
	Iteration 18Q: 3 clusters Score -3755968 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3756034.500000 Penalty: 3352.375244
	Iteration 19Q: 3 clusters Score -3756034 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3756098.750000 Penalty: 3352.375244
	Iteration 20F: 3 clusters Score -3756099 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3756139.000000 Penalty: 3352.375244
	Iteration 21Q: 3 clusters Score -3756139 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3756161.750000 Penalty: 3352.375244
	Iteration 22Q: 3 clusters Score -3756162 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3756184.500000 Penalty: 3352.375244
	Iteration 23Q: 3 clusters Score -3756184 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3756197.750000 Penalty: 3352.375244
	Iteration 24Q: 3 clusters Score -3756198 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -3756211.250000 Penalty: 3352.375244
	Iteration 25Q: 3 clusters Score -3756211 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3756216.750000 Penalty: 3352.375244
	Iteration 26Q: 3 clusters Score -3756217 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -3756221.250000 Penalty: 3352.375244
	Iteration 27Q: 3 clusters Score -3756221 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3756219.250000 Penalty: 3352.375244
	Iteration 28Q: 3 clusters Score -3756219 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3756221.000000 Penalty: 3352.375244
	Iteration 29Q: 3 clusters Score -3756221 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3756216.250000 Penalty: 3352.375244
	Iteration 30Q: 3 clusters Score -3756216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3756217.500000 Penalty: 3352.375244
	Iteration 31Q: 3 clusters Score -3756218 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3756221.500000 Penalty: 3352.375244
	Iteration 32Q: 3 clusters Score -3756222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3756212.750000 Penalty: 3352.375244
	Iteration 33Q: 3 clusters Score -3756213 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3756198.000000 Penalty: 3352.375244
	Iteration 34Q: 3 clusters Score -3756198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3756204.750000 Penalty: 3352.375244
	Iteration 35Q: 3 clusters Score -3756205 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3756199.000000 Penalty: 3352.375244
	Iteration 36Q: 3 clusters Score -3756199 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3756189.250000 Penalty: 3352.375244
	Iteration 37Q: 3 clusters Score -3756189 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3756185.000000 Penalty: 3352.375244
	Iteration 38Q: 3 clusters Score -3756185 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3756172.000000 Penalty: 3352.375244
	Iteration 39Q: 3 clusters Score -3756172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -3756169.250000 Penalty: 3352.375244
	Iteration 40F: 3 clusters Score -3756169 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3756173.500000 Penalty: 3352.375244
	Iteration 41Q: 3 clusters Score -3756174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -3756174.250000 Penalty: 3352.375244
	Iteration 42Q: 3 clusters Score -3756174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3756171.000000 Penalty: 3352.375244
	Iteration 43Q: 3 clusters Score -3756171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3756182.250000 Penalty: 3352.375244
	Iteration 44Q: 3 clusters Score -3756182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3756170.500000 Penalty: 3352.375244
	Iteration 45Q: 3 clusters Score -3756170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -3756166.250000 Penalty: 3352.375244
	Iteration 46Q: 3 clusters Score -3756166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3756161.500000 Penalty: 3352.375244
	Iteration 47Q: 3 clusters Score -3756162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3756157.500000 Penalty: 3352.375244
	Iteration 48Q: 3 clusters Score -3756158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3756166.250000 Penalty: 3352.375244
	Iteration 49Q: 3 clusters Score -3756166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3756172.750000 Penalty: 3352.375244
	Iteration 50Q: 3 clusters Score -3756173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3756169.250000 Penalty: 3352.375244
	Iteration 51Q: 3 clusters Score -3756169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3756171.500000 Penalty: 3352.375244
	Iteration 52Q: 3 clusters Score -3756172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3756164.250000 Penalty: 3352.375244
	Iteration 53Q: 3 clusters Score -3756164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3756169.250000 Penalty: 3352.375244
	Iteration 54Q: 3 clusters Score -3756169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3756177.000000 Penalty: 3352.375244
	Iteration 55Q: 3 clusters Score -3756177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3756176.750000 Penalty: 3352.375244
	Iteration 56Q: 3 clusters Score -3756177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3756177.000000 Penalty: 3352.375244
	Iteration 57Q: 3 clusters Score -3756177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3756181.250000 Penalty: 3352.375244
	Iteration 58Q: 3 clusters Score -3756181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3756181.500000 Penalty: 3352.375244
	Iteration 59Q: 3 clusters Score -3756182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3756165.000000 Penalty: 3352.375244
	Iteration 60F: 3 clusters Score -3756165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3756169.500000 Penalty: 3352.375244
	Iteration 61Q: 3 clusters Score -3756170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3756170.750000 Penalty: 3352.375244
	Iteration 62Q: 3 clusters Score -3756171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3756172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3756174 nChanged 17
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Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3756175 nChanged 11
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Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3756166 nChanged 10
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Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3756168 nChanged 5
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Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3756168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3756170 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3756170 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3756170 nChanged 14
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Mstep: Class 1 contains 25742 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3756158 nChanged 10
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Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3756157 nChanged 14
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Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3756163 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3756155 nChanged 15
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Mstep: Class 1 contains 25792 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3756165 nChanged 20
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Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3756168 nChanged 22
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Mstep: Class 1 contains 25830 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3756167 nChanged 29
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Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3756165 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3756148.750000 Penalty: 3352.375244
	Iteration 80F: 3 clusters Score -3756149 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3756142 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3756134 nChanged 26
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Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3756135 nChanged 29
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Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3756134 nChanged 34
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Mstep: Class 1 contains 26020 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3756144 nChanged 35
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Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3756148 nChanged 22
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Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3756156 nChanged 16
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Mstep: Class 1 contains 26091 members 
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	Iteration 88Q: 3 clusters Score -3756156 nChanged 21
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Mstep: Class 1 contains 26112 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3756152 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3756159 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3756164 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
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	Iteration 92Q: 3 clusters Score -3756170 nChanged 34
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Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3756162 nChanged 33
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Mstep: Class 1 contains 26266 members 
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	Iteration 94Q: 3 clusters Score -3756166 nChanged 40
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Mstep: Class 1 contains 26300 members 
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	Iteration 95Q: 3 clusters Score -3756149 nChanged 39
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Mstep: Class 1 contains 26337 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3756142 nChanged 33
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Mstep: Class 1 contains 26370 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3756141 nChanged 36
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Mstep: Class 1 contains 26406 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3756133 nChanged 35
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Mstep: Class 1 contains 26439 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3756139 nChanged 37
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Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 3708 members 
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	Iteration 100F: 3 clusters Score -3756142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3756135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3756131.000000 Penalty: 3352.375244
	Iteration 102Q: 3 clusters Score -3756131 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3756125.000000 Penalty: 3352.375244
	Iteration 103Q: 3 clusters Score -3756125 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
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	Iteration 104Q: 3 clusters Score -3756122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3756122 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 3558 members 
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	Iteration 106Q: 3 clusters Score -3756117 nChanged 20
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Mstep: Class 1 contains 26640 members 
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	Iteration 107Q: 3 clusters Score -3756122 nChanged 21
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Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3756119 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 3503 members 
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	Iteration 109Q: 3 clusters Score -3756128 nChanged 22
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Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 3483 members 
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	Iteration 110Q: 3 clusters Score -3756121 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26725 members 
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	Iteration 111Q: 3 clusters Score -3756130 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26741 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3756129 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26752 members 
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	Iteration 113Q: 3 clusters Score -3756133 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26761 members 
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	Iteration 114Q: 3 clusters Score -3756125 nChanged 13
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Mstep: Class 1 contains 26772 members 
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	Iteration 115Q: 3 clusters Score -3756122 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26778 members 
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	Iteration 116Q: 3 clusters Score -3756117 nChanged 8
Entering Unmasked Mstep 
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Score: -3756114.000000 Penalty: 3352.375244
	Iteration 117Q: 3 clusters Score -3756114 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26794 members 
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	Iteration 118Q: 3 clusters Score -3756111 nChanged 15
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Mstep: Class 1 contains 26807 members 
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	Iteration 119Q: 3 clusters Score -3756115 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 3364 members 
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	Iteration 120F: 3 clusters Score -3756115 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26827 members 
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	Iteration 121Q: 3 clusters Score -3756112 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26838 members 
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	Iteration 122Q: 3 clusters Score -3756104 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26847 members 
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	Iteration 123Q: 3 clusters Score -3756112 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26858 members 
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	Iteration 124Q: 3 clusters Score -3756115 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26873 members 
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Entering Unmasked Estep 
Score: -3756109.250000 Penalty: 3352.375244
	Iteration 125Q: 3 clusters Score -3756109 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26891 members 
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	Iteration 126Q: 3 clusters Score -3756114 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3756120 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 3264 members 
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	Iteration 128Q: 3 clusters Score -3756119 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26930 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3756112 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26949 members 
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	Iteration 130Q: 3 clusters Score -3756117 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26970 members 
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	Iteration 131Q: 3 clusters Score -3756124 nChanged 17
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Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3756122 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27007 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3756117 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27023 members 
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	Iteration 134Q: 3 clusters Score -3756116 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3756123 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27054 members 
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Entering Unmasked Estep 
Score: -3756130.000000 Penalty: 3352.375244
	Iteration 136Q: 3 clusters Score -3756130 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3756136 nChanged 31
Entering Unmasked Mstep 
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	Iteration 138Q: 3 clusters Score -3756137 nChanged 28
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	Iteration 139Q: 3 clusters Score -3756142 nChanged 24
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	Iteration 140F: 3 clusters Score -3756156 nChanged 27
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	Iteration 141Q: 3 clusters Score -3756158 nChanged 32
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	Iteration 142Q: 3 clusters Score -3756146 nChanged 25
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	Iteration 143Q: 3 clusters Score -3756152 nChanged 23
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3756153 nChanged 16
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Mstep: Class 1 contains 27250 members 
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	Iteration 145Q: 3 clusters Score -3756163 nChanged 20
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Mstep: Class 1 contains 27270 members 
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	Iteration 146Q: 3 clusters Score -3756157 nChanged 20
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	Iteration 147Q: 3 clusters Score -3756144 nChanged 19
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3756155 nChanged 22
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	Iteration 149Q: 3 clusters Score -3756165 nChanged 21
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	Iteration 150Q: 3 clusters Score -3756159 nChanged 15
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3756163 nChanged 19
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	Iteration 152Q: 3 clusters Score -3756168 nChanged 17
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3756171 nChanged 15
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	Iteration 154Q: 3 clusters Score -3756181 nChanged 13
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	Iteration 155Q: 3 clusters Score -3756181 nChanged 14
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3756180 nChanged 9
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Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3756174.500000 Penalty: 3352.375244
	Iteration 157Q: 3 clusters Score -3756174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3756178.250000 Penalty: 3352.375244
	Iteration 158Q: 3 clusters Score -3756178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3756169.750000 Penalty: 3352.375244
	Iteration 159Q: 3 clusters Score -3756170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3756168.250000 Penalty: 3352.375244
	Iteration 160F: 3 clusters Score -3756168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3756168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3756166.250000 Penalty: 3352.375244
	Iteration 162Q: 3 clusters Score -3756166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3756171.750000 Penalty: 3352.375244
	Iteration 163Q: 3 clusters Score -3756172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3756178.000000 Penalty: 3352.375244
	Iteration 164Q: 3 clusters Score -3756178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3756172.000000 Penalty: 3352.375244
	Iteration 165Q: 3 clusters Score -3756172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3756172.250000 Penalty: 3352.375244
	Iteration 166Q: 3 clusters Score -3756172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3756179.750000 Penalty: 3352.375244
	Iteration 167Q: 3 clusters Score -3756180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3756174.250000 Penalty: 3352.375244
	Iteration 168Q: 3 clusters Score -3756174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3756174.250000 Penalty: 3352.375244
	Iteration 169Q: 3 clusters Score -3756174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3756181.000000 Penalty: 3352.375244
	Iteration 170Q: 3 clusters Score -3756181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3756177.750000 Penalty: 3352.375244
	Iteration 171Q: 3 clusters Score -3756178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3756174.000000 Penalty: 3352.375244
	Iteration 172Q: 3 clusters Score -3756174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3756181.250000 Penalty: 3352.375244
	Iteration 173Q: 3 clusters Score -3756181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3756171.750000 Penalty: 3352.375244
	Iteration 174Q: 3 clusters Score -3756172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3756177.250000 Penalty: 3352.375244
	Iteration 175Q: 3 clusters Score -3756177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3756177.250000 Penalty: 3352.375244
	Iteration 176Q: 3 clusters Score -3756177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3756191.000000 Penalty: 3352.375244
	Iteration 177Q: 3 clusters Score -3756191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3756189.500000 Penalty: 3352.375244
	Iteration 178Q: 3 clusters Score -3756190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3756193.250000 Penalty: 3352.375244
	Iteration 179Q: 3 clusters Score -3756193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3756195.750000 Penalty: 3352.375244
	Iteration 180F: 3 clusters Score -3756196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3756187.500000 Penalty: 3352.375244
	Iteration 181Q: 3 clusters Score -3756188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3756189.250000 Penalty: 3352.375244
	Iteration 182Q: 3 clusters Score -3756189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3756202.500000 Penalty: 3352.375244
	Iteration 183Q: 3 clusters Score -3756202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3756203.250000 Penalty: 3352.375244
	Iteration 184Q: 3 clusters Score -3756203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3756199.250000 Penalty: 3352.375244
	Iteration 185Q: 3 clusters Score -3756199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3756200.500000 Penalty: 3352.375244
	Iteration 186Q: 3 clusters Score -3756200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3756194.000000 Penalty: 3352.375244
	Iteration 187Q: 3 clusters Score -3756194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3756188.500000 Penalty: 3352.375244
	Iteration 188Q: 3 clusters Score -3756188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3756189.250000 Penalty: 3352.375244
	Iteration 189Q: 3 clusters Score -3756189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3756189.250000 Penalty: 3352.375244
	Iteration 190Q: 3 clusters Score -3756189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3756185.750000 Penalty: 3352.375244
	Iteration 191Q: 3 clusters Score -3756186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3756191.750000 Penalty: 3352.375244
	Iteration 192Q: 3 clusters Score -3756192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3756189.750000 Penalty: 3352.375244
	Iteration 193Q: 3 clusters Score -3756190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3756195.250000 Penalty: 3352.375244
	Iteration 194Q: 3 clusters Score -3756195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3756195.750000 Penalty: 3352.375244
	Iteration 195Q: 3 clusters Score -3756196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3756188.250000 Penalty: 3352.375244
	Iteration 196Q: 3 clusters Score -3756188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3756187.000000 Penalty: 3352.375244
	Iteration 197Q: 3 clusters Score -3756187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3756190.000000 Penalty: 3352.375244
	Iteration 198Q: 3 clusters Score -3756190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3756195.000000 Penalty: 3352.375244
	Iteration 199Q: 3 clusters Score -3756195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3756201.250000 Penalty: 3352.375244
	Iteration 200F: 3 clusters Score -3756201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3756202.500000 Penalty: 3352.375244
	Iteration 201Q: 3 clusters Score -3756202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3756205.000000 Penalty: 3352.375244
	Iteration 202Q: 3 clusters Score -3756205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3756203.250000 Penalty: 3352.375244
	Iteration 203Q: 3 clusters Score -3756203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3756202.500000 Penalty: 3352.375244
	Iteration 204Q: 3 clusters Score -3756202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3756202.250000 Penalty: 3352.375244
	Iteration 205Q: 3 clusters Score -3756202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3756205.500000 Penalty: 3352.375244
	Iteration 206Q: 3 clusters Score -3756206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3756203.500000 Penalty: 3352.375244
	Iteration 207Q: 3 clusters Score -3756204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3756208.500000 Penalty: 3352.375244
	Iteration 208Q: 3 clusters Score -3756208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3756202.750000 Penalty: 3352.375244
	Iteration 209Q: 3 clusters Score -3756203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3756199.750000 Penalty: 3352.375244
	Iteration 210Q: 3 clusters Score -3756200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3756199.250000 Penalty: 3352.375244
	Iteration 211Q: 3 clusters Score -3756199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3756196.000000 Penalty: 3352.375244
	Iteration 212Q: 3 clusters Score -3756196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3756189.500000 Penalty: 3352.375244
	Iteration 213Q: 3 clusters Score -3756190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3756196.000000 Penalty: 3352.375244
	Iteration 214Q: 3 clusters Score -3756196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3756186.750000 Penalty: 3352.375244
	Iteration 215Q: 3 clusters Score -3756187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3756191.750000 Penalty: 3352.375244
	Iteration 216Q: 3 clusters Score -3756192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3756191.750000 Penalty: 3352.375244
	Iteration 217Q: 3 clusters Score -3756192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3756201.500000 Penalty: 3352.375244
	Iteration 218Q: 3 clusters Score -3756202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3756199.000000 Penalty: 3352.375244
	Iteration 219Q: 3 clusters Score -3756199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3756201.750000 Penalty: 3352.375244
	Iteration 220F: 3 clusters Score -3756202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3756197.000000 Penalty: 3352.375244
	Iteration 221Q: 3 clusters Score -3756197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3756199.250000 Penalty: 3352.375244
	Iteration 222Q: 3 clusters Score -3756199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3756203.000000 Penalty: 3352.375244
	Iteration 223Q: 3 clusters Score -3756203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3756206.250000 Penalty: 3352.375244
	Iteration 224Q: 3 clusters Score -3756206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3756205.750000 Penalty: 3352.375244
	Iteration 225Q: 3 clusters Score -3756206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3756210.500000 Penalty: 3352.375244
	Iteration 226Q: 3 clusters Score -3756210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3756212.000000 Penalty: 3352.375244
	Iteration 227Q: 3 clusters Score -3756212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3756209.000000 Penalty: 3352.375244
	Iteration 228Q: 3 clusters Score -3756209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3756206.000000 Penalty: 3352.375244
	Iteration 229Q: 3 clusters Score -3756206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3756209.500000 Penalty: 3352.375244
	Iteration 230Q: 3 clusters Score -3756210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3756208.250000 Penalty: 3352.375244
	Iteration 231Q: 3 clusters Score -3756208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3756209.250000 Penalty: 3352.375244
	Iteration 232Q: 3 clusters Score -3756209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3756210.500000 Penalty: 3352.375244
	Iteration 233Q: 3 clusters Score -3756210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3756209.250000 Penalty: 3352.375244
	Iteration 234Q: 3 clusters Score -3756209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3756206.000000 Penalty: 3352.375244
	Iteration 235Q: 3 clusters Score -3756206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3756207.750000 Penalty: 3352.375244
	Iteration 236Q: 3 clusters Score -3756208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3756211.500000 Penalty: 3352.375244
	Iteration 237Q: 3 clusters Score -3756212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
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	Iteration 238F: 3 clusters Score -3756212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35435 members 
Entering Unmasked Estep 
Score: -4412187.500000 Penalty: 1702.261475
	Iteration 0F: 2 clusters Score -4412188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -4391028.500000 Penalty: 3404.522949
	Iteration 0F: 3 clusters Score -4391028 nChanged 16257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -4400091.000000 Penalty: 3404.522949
	Iteration 1F: 3 clusters Score -4400091 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4400564.500000 Penalty: 3404.522949
	Iteration 2Q: 3 clusters Score -4400564 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4401065.000000 Penalty: 3404.522949
	Iteration 3Q: 3 clusters Score -4401065 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4401696.500000 Penalty: 3404.522949
	Iteration 4Q: 3 clusters Score -4401696 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -4402659.000000 Penalty: 3404.522949
	Iteration 5Q: 3 clusters Score -4402659 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -4403992.500000 Penalty: 3404.522949
	Iteration 6F: 3 clusters Score -4403992 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -4405578.000000 Penalty: 3404.522949
	Iteration 7F: 3 clusters Score -4405578 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -4407229.000000 Penalty: 3404.522949
	Iteration 8F: 3 clusters Score -4407229 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -4408536.000000 Penalty: 3404.522949
	Iteration 9F: 3 clusters Score -4408536 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -4409169.000000 Penalty: 3404.522949
	Iteration 10Q: 3 clusters Score -4409169 nChanged 1012
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4409436 nChanged 648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4409517 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4409604 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4409630 nChanged 328
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Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4409683 nChanged 323
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Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4409729 nChanged 296
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Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4409782 nChanged 266
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Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4409804 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4409826 nChanged 253
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Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4409842 nChanged 196
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Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4409848 nChanged 184
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Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4409857 nChanged 176
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Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4409896 nChanged 174
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Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4409892 nChanged 147
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Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4409894 nChanged 146
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Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4409898 nChanged 126
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Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4409898 nChanged 119
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Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -4409907.500000 Penalty: 3404.522949
	Iteration 28Q: 3 clusters Score -4409908 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4409933 nChanged 135
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Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4409946 nChanged 131
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Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4409969 nChanged 133
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Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4409949 nChanged 123
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Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4409950 nChanged 121
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Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4409950 nChanged 103
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Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4409967 nChanged 112
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Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4409986 nChanged 105
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Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4410000 nChanged 103
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Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4409999 nChanged 82
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Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4409990 nChanged 78
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Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4409972 nChanged 73
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Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4409966 nChanged 80
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Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4409975 nChanged 82
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Mstep: Class 1 contains 27464 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4409964 nChanged 65
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Mstep: Class 1 contains 27519 members 
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	Iteration 44Q: 3 clusters Score -4409988 nChanged 64
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Mstep: Class 1 contains 27579 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4409986 nChanged 64
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Mstep: Class 1 contains 27641 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4409988 nChanged 61
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Mstep: Class 1 contains 27700 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4409984 nChanged 60
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Mstep: Class 1 contains 27758 members 
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Entering Unmasked Estep 
Score: -4410018.000000 Penalty: 3404.522949
	Iteration 48Q: 3 clusters Score -4410018 nChanged 66
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Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -4410017.000000 Penalty: 3404.522949
	Iteration 49Q: 3 clusters Score -4410017 nChanged 48
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Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -4410030.000000 Penalty: 3404.522949
	Iteration 50Q: 3 clusters Score -4410030 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4410057 nChanged 67
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Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4410072 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28046 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4410080 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4410093 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -4410107.000000 Penalty: 3404.522949
	Iteration 55Q: 3 clusters Score -4410107 nChanged 56
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Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4410100 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4410094 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4410100 nChanged 44
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Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4410092 nChanged 44
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Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4410095 nChanged 47
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Mstep: Class 1 contains 28435 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4410098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
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Entering Unmasked Estep 
Score: -4410112.500000 Penalty: 3404.522949
	Iteration 62Q: 3 clusters Score -4410112 nChanged 54
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Mstep: Class 1 contains 28540 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4410107 nChanged 48
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Mstep: Class 1 contains 28588 members 
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Entering Unmasked Estep 
Score: -4410106.000000 Penalty: 3404.522949
	Iteration 64Q: 3 clusters Score -4410106 nChanged 47
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Mstep: Class 1 contains 28635 members 
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Entering Unmasked Estep 
Score: -4410104.500000 Penalty: 3404.522949
	Iteration 65Q: 3 clusters Score -4410104 nChanged 42
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Mstep: Class 1 contains 28673 members 
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Entering Unmasked Estep 
Score: -4410110.000000 Penalty: 3404.522949
	Iteration 66Q: 3 clusters Score -4410110 nChanged 45
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Mstep: Class 1 contains 28712 members 
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Entering Unmasked Estep 
Score: -4410117.500000 Penalty: 3404.522949
	Iteration 67Q: 3 clusters Score -4410118 nChanged 35
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Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4410106 nChanged 36
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Mstep: Class 1 contains 28781 members 
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Entering Unmasked Estep 
Score: -4410093.500000 Penalty: 3404.522949
	Iteration 69Q: 3 clusters Score -4410094 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28819 members 
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Entering Unmasked Estep 
Score: -4410087.000000 Penalty: 3404.522949
	Iteration 70Q: 3 clusters Score -4410087 nChanged 34
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Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -4410105.000000 Penalty: 3404.522949
	Iteration 71Q: 3 clusters Score -4410105 nChanged 40
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Mstep: Class 1 contains 28889 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4410105 nChanged 34
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Mstep: Class 1 contains 28923 members 
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Entering Unmasked Estep 
Score: -4410101.500000 Penalty: 3404.522949
	Iteration 73Q: 3 clusters Score -4410102 nChanged 29
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Mstep: Class 1 contains 28948 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4410106 nChanged 36
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Mstep: Class 1 contains 28980 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4410100 nChanged 54
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Mstep: Class 1 contains 29030 members 
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Entering Unmasked Estep 
Score: -4410109.500000 Penalty: 3404.522949
	Iteration 76Q: 3 clusters Score -4410110 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29077 members 
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Entering Unmasked Estep 
Score: -4410111.500000 Penalty: 3404.522949
	Iteration 77Q: 3 clusters Score -4410112 nChanged 55
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Mstep: Class 1 contains 29130 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4410100 nChanged 56
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Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -4410107.000000 Penalty: 3404.522949
	Iteration 79Q: 3 clusters Score -4410107 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -4410095.500000 Penalty: 3404.522949
	Iteration 80F: 3 clusters Score -4410096 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4410109 nChanged 50
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Mstep: Class 1 contains 29304 members 
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Entering Unmasked Estep 
Score: -4410131.000000 Penalty: 3404.522949
	Iteration 82Q: 3 clusters Score -4410131 nChanged 51
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Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -4410125.000000 Penalty: 3404.522949
	Iteration 83Q: 3 clusters Score -4410125 nChanged 40
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Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4410136 nChanged 44
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Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4410135 nChanged 35
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Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -4410138.500000 Penalty: 3404.522949
	Iteration 86Q: 3 clusters Score -4410138 nChanged 37
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Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4410144 nChanged 37
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Mstep: Class 1 contains 29536 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4410154 nChanged 37
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4410140 nChanged 32
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	Iteration 90Q: 3 clusters Score -4410147 nChanged 36
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Mstep: Class 1 contains 29637 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4410158 nChanged 35
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Mstep: Class 1 contains 29672 members 
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Entering Unmasked Estep 
Score: -4410151.500000 Penalty: 3404.522949
	Iteration 92Q: 3 clusters Score -4410152 nChanged 27
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4410144 nChanged 37
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Mstep: Class 1 contains 29736 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4410142 nChanged 40
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Mstep: Class 1 contains 29774 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4410160 nChanged 33
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Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4410173 nChanged 25
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Mstep: Class 1 contains 29828 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4410174 nChanged 20
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Mstep: Class 1 contains 29848 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4410170 nChanged 24
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Mstep: Class 1 contains 29872 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4410172 nChanged 25
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Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4410169.500000 Penalty: 3404.522949
	Iteration 100F: 3 clusters Score -4410170 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4410172 nChanged 30
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Mstep: Class 1 contains 29956 members 
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Entering Unmasked Estep 
Score: -4410176.500000 Penalty: 3404.522949
	Iteration 102Q: 3 clusters Score -4410176 nChanged 39
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Mstep: Class 1 contains 29995 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4410191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -4410195.500000 Penalty: 3404.522949
	Iteration 104Q: 3 clusters Score -4410196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4410196.000000 Penalty: 3404.522949
	Iteration 105Q: 3 clusters Score -4410196 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4410187.500000 Penalty: 3404.522949
	Iteration 106Q: 3 clusters Score -4410188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4410195.500000 Penalty: 3404.522949
	Iteration 107Q: 3 clusters Score -4410196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4410190.000000 Penalty: 3404.522949
	Iteration 108Q: 3 clusters Score -4410190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4410192.500000 Penalty: 3404.522949
	Iteration 109Q: 3 clusters Score -4410192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -4410198.500000 Penalty: 3404.522949
	Iteration 110Q: 3 clusters Score -4410198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4410182.500000 Penalty: 3404.522949
	Iteration 111Q: 3 clusters Score -4410182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4410197.000000 Penalty: 3404.522949
	Iteration 112Q: 3 clusters Score -4410197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4410208.500000 Penalty: 3404.522949
	Iteration 113Q: 3 clusters Score -4410208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4410216.500000 Penalty: 3404.522949
	Iteration 114Q: 3 clusters Score -4410216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -4410218.500000 Penalty: 3404.522949
	Iteration 115Q: 3 clusters Score -4410218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4410217.500000 Penalty: 3404.522949
	Iteration 116Q: 3 clusters Score -4410218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4410218.500000 Penalty: 3404.522949
	Iteration 117Q: 3 clusters Score -4410218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -4410229.000000 Penalty: 3404.522949
	Iteration 118Q: 3 clusters Score -4410229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -4410238.500000 Penalty: 3404.522949
	Iteration 119Q: 3 clusters Score -4410238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4410247.500000 Penalty: 3404.522949
	Iteration 120F: 3 clusters Score -4410248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -4410240.500000 Penalty: 3404.522949
	Iteration 121Q: 3 clusters Score -4410240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -4410268.000000 Penalty: 3404.522949
	Iteration 122Q: 3 clusters Score -4410268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -4410282.000000 Penalty: 3404.522949
	Iteration 123Q: 3 clusters Score -4410282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -4410293.500000 Penalty: 3404.522949
	Iteration 124Q: 3 clusters Score -4410294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -4410305.000000 Penalty: 3404.522949
	Iteration 125Q: 3 clusters Score -4410305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -4410319.500000 Penalty: 3404.522949
	Iteration 126Q: 3 clusters Score -4410320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -4410333.500000 Penalty: 3404.522949
	Iteration 127Q: 3 clusters Score -4410334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -4410336.500000 Penalty: 3404.522949
	Iteration 128Q: 3 clusters Score -4410336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4410339.000000 Penalty: 3404.522949
	Iteration 129Q: 3 clusters Score -4410339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -4410331.500000 Penalty: 3404.522949
	Iteration 130Q: 3 clusters Score -4410332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -4410335.500000 Penalty: 3404.522949
	Iteration 131Q: 3 clusters Score -4410336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -4410332.500000 Penalty: 3404.522949
	Iteration 132Q: 3 clusters Score -4410332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4410346.500000 Penalty: 3404.522949
	Iteration 133Q: 3 clusters Score -4410346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4410347.500000 Penalty: 3404.522949
	Iteration 134Q: 3 clusters Score -4410348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -4410331.000000 Penalty: 3404.522949
	Iteration 135Q: 3 clusters Score -4410331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -4410322.000000 Penalty: 3404.522949
	Iteration 136Q: 3 clusters Score -4410322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4410332.500000 Penalty: 3404.522949
	Iteration 137Q: 3 clusters Score -4410332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4410331.500000 Penalty: 3404.522949
	Iteration 138Q: 3 clusters Score -4410332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -4410326.000000 Penalty: 3404.522949
	Iteration 139Q: 3 clusters Score -4410326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -4410333.000000 Penalty: 3404.522949
	Iteration 140F: 3 clusters Score -4410333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -4410331.500000 Penalty: 3404.522949
	Iteration 141Q: 3 clusters Score -4410332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4410332.500000 Penalty: 3404.522949
	Iteration 142Q: 3 clusters Score -4410332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4410335.500000 Penalty: 3404.522949
	Iteration 143Q: 3 clusters Score -4410336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4410344.500000 Penalty: 3404.522949
	Iteration 144Q: 3 clusters Score -4410344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4410345.500000 Penalty: 3404.522949
	Iteration 145Q: 3 clusters Score -4410346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -4410348.000000 Penalty: 3404.522949
	Iteration 146Q: 3 clusters Score -4410348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -4410348.000000 Penalty: 3404.522949
	Iteration 147Q: 3 clusters Score -4410348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4410352.500000 Penalty: 3404.522949
	Iteration 148Q: 3 clusters Score -4410352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4410346.500000 Penalty: 3404.522949
	Iteration 149Q: 3 clusters Score -4410346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -4410342.500000 Penalty: 3404.522949
	Iteration 150Q: 3 clusters Score -4410342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4410343.500000 Penalty: 3404.522949
	Iteration 151Q: 3 clusters Score -4410344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4410340.000000 Penalty: 3404.522949
	Iteration 152Q: 3 clusters Score -4410340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4410342.500000 Penalty: 3404.522949
	Iteration 153Q: 3 clusters Score -4410342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4410338.500000 Penalty: 3404.522949
	Iteration 154Q: 3 clusters Score -4410338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -4410342.000000 Penalty: 3404.522949
	Iteration 155Q: 3 clusters Score -4410342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4410353.500000 Penalty: 3404.522949
	Iteration 156Q: 3 clusters Score -4410354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -4410351.500000 Penalty: 3404.522949
	Iteration 157Q: 3 clusters Score -4410352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -4410355.500000 Penalty: 3404.522949
	Iteration 158Q: 3 clusters Score -4410356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4410355.000000 Penalty: 3404.522949
	Iteration 159Q: 3 clusters Score -4410355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -4410360.000000 Penalty: 3404.522949
	Iteration 160F: 3 clusters Score -4410360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -4410352.000000 Penalty: 3404.522949
	Iteration 161Q: 3 clusters Score -4410352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -4410360.500000 Penalty: 3404.522949
	Iteration 162Q: 3 clusters Score -4410360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4410362.000000 Penalty: 3404.522949
	Iteration 163Q: 3 clusters Score -4410362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -4410357.500000 Penalty: 3404.522949
	Iteration 164Q: 3 clusters Score -4410358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4410357.500000 Penalty: 3404.522949
	Iteration 165Q: 3 clusters Score -4410358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4410359.000000 Penalty: 3404.522949
	Iteration 166Q: 3 clusters Score -4410359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4410355.500000 Penalty: 3404.522949
	Iteration 167Q: 3 clusters Score -4410356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4410346.500000 Penalty: 3404.522949
	Iteration 168Q: 3 clusters Score -4410346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4410348.500000 Penalty: 3404.522949
	Iteration 169Q: 3 clusters Score -4410348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -4410346.000000 Penalty: 3404.522949
	Iteration 170Q: 3 clusters Score -4410346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4410338.000000 Penalty: 3404.522949
	Iteration 171Q: 3 clusters Score -4410338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4410336.500000 Penalty: 3404.522949
	Iteration 172Q: 3 clusters Score -4410336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -4410337.500000 Penalty: 3404.522949
	Iteration 173Q: 3 clusters Score -4410338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -4410338.000000 Penalty: 3404.522949
	Iteration 174Q: 3 clusters Score -4410338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4410344.000000 Penalty: 3404.522949
	Iteration 175Q: 3 clusters Score -4410344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4410343.500000 Penalty: 3404.522949
	Iteration 176Q: 3 clusters Score -4410344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4410346.500000 Penalty: 3404.522949
	Iteration 177Q: 3 clusters Score -4410346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4410350.500000 Penalty: 3404.522949
	Iteration 178Q: 3 clusters Score -4410350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4410357.000000 Penalty: 3404.522949
	Iteration 179Q: 3 clusters Score -4410357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4410360.500000 Penalty: 3404.522949
	Iteration 180F: 3 clusters Score -4410360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4410354.500000 Penalty: 3404.522949
	Iteration 181Q: 3 clusters Score -4410354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4410354.000000 Penalty: 3404.522949
	Iteration 182Q: 3 clusters Score -4410354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4410354.000000 Penalty: 3404.522949
	Iteration 183Q: 3 clusters Score -4410354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4410355.500000 Penalty: 3404.522949
	Iteration 184Q: 3 clusters Score -4410356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -4410357.500000 Penalty: 3404.522949
	Iteration 185Q: 3 clusters Score -4410358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -4410357.500000 Penalty: 3404.522949
	Iteration 186F: 3 clusters Score -4410358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18952 members 
Entering Unmasked Estep 
Score: -2278954.000000 Penalty: 1600.570557
	Iteration 0F: 2 clusters Score -2278954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2265896.000000 Penalty: 3201.141113
	Iteration 0F: 3 clusters Score -2265896 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2270565.250000 Penalty: 3201.141113
	Iteration 1F: 3 clusters Score -2270565 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2270848.500000 Penalty: 3201.141113
	Iteration 2Q: 3 clusters Score -2270848 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2271128.500000 Penalty: 3201.141113
	Iteration 3Q: 3 clusters Score -2271128 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2271431.250000 Penalty: 3201.141113
	Iteration 4Q: 3 clusters Score -2271431 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2271777.500000 Penalty: 3201.141113
	Iteration 5Q: 3 clusters Score -2271778 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2272207.250000 Penalty: 3201.141113
	Iteration 6Q: 3 clusters Score -2272207 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2272833.750000 Penalty: 3201.141113
	Iteration 7F: 3 clusters Score -2272834 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2273657.250000 Penalty: 3201.141113
	Iteration 8F: 3 clusters Score -2273657 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2274682.500000 Penalty: 3201.141113
	Iteration 9F: 3 clusters Score -2274682 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2275740.250000 Penalty: 3201.141113
	Iteration 10F: 3 clusters Score -2275740 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2276567.500000 Penalty: 3201.141113
	Iteration 11Q: 3 clusters Score -2276568 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2277151.500000 Penalty: 3201.141113
	Iteration 12Q: 3 clusters Score -2277152 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2277499.250000 Penalty: 3201.141113
	Iteration 13Q: 3 clusters Score -2277499 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2277708.500000 Penalty: 3201.141113
	Iteration 14Q: 3 clusters Score -2277708 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2277807.750000 Penalty: 3201.141113
	Iteration 15Q: 3 clusters Score -2277808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2277859.750000 Penalty: 3201.141113
	Iteration 16Q: 3 clusters Score -2277860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2277889.500000 Penalty: 3201.141113
	Iteration 17Q: 3 clusters Score -2277890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2277906.500000 Penalty: 3201.141113
	Iteration 18Q: 3 clusters Score -2277906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2277924.250000 Penalty: 3201.141113
	Iteration 19Q: 3 clusters Score -2277924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2277936.000000 Penalty: 3201.141113
	Iteration 20F: 3 clusters Score -2277936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2277948.000000 Penalty: 3201.141113
	Iteration 21Q: 3 clusters Score -2277948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2277946.500000 Penalty: 3201.141113
	Iteration 22Q: 3 clusters Score -2277946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2277947.250000 Penalty: 3201.141113
	Iteration 23Q: 3 clusters Score -2277947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2277950.250000 Penalty: 3201.141113
	Iteration 24Q: 3 clusters Score -2277950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2277950.000000 Penalty: 3201.141113
	Iteration 25Q: 3 clusters Score -2277950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2277949.500000 Penalty: 3201.141113
	Iteration 26Q: 3 clusters Score -2277950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2277946.750000 Penalty: 3201.141113
	Iteration 27Q: 3 clusters Score -2277947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2277952.500000 Penalty: 3201.141113
	Iteration 28Q: 3 clusters Score -2277952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2277948.750000 Penalty: 3201.141113
	Iteration 29Q: 3 clusters Score -2277949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2277950.750000 Penalty: 3201.141113
	Iteration 30Q: 3 clusters Score -2277951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2277948.500000 Penalty: 3201.141113
	Iteration 31Q: 3 clusters Score -2277948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2277953.500000 Penalty: 3201.141113
	Iteration 32Q: 3 clusters Score -2277954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2277953.250000 Penalty: 3201.141113
	Iteration 33Q: 3 clusters Score -2277953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2277953.250000 Penalty: 3201.141113
	Iteration 34F: 3 clusters Score -2277953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -15926.824219 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -15926.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15249.787109 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15249.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15327.372070 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15327.37 nChanged 2
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: -15333.122070 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -15333.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15341.468750 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -15341.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15356.812500 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -15356.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15381.945312 Penalty: 1632.761108
	Iteration 5Q: 3 clusters Score -15381.95 nChanged 3
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: -15389.851562 Penalty: 1632.761108
	Iteration 6Q: 3 clusters Score -15389.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15395.118164 Penalty: 1632.761108
	Iteration 7Q: 3 clusters Score -15395.12 nChanged 2
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: -15400.916016 Penalty: 1632.761108
	Iteration 8Q: 3 clusters Score -15400.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -15403.474609 Penalty: 1632.761108
	Iteration 9Q: 3 clusters Score -15403.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -15403.474609 Penalty: 1632.761108
	Iteration 10F: 3 clusters Score -15403.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Entering Unmasked Estep 
Score: -1575629.125000 Penalty: 1536.069946
	Iteration 0F: 2 clusters Score -1575629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1566761.750000 Penalty: 3072.139893
	Iteration 0F: 3 clusters Score -1566762 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1569685.750000 Penalty: 3072.139893
	Iteration 1F: 3 clusters Score -1569686 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1570072.375000 Penalty: 3072.139893
	Iteration 2F: 3 clusters Score -1570072 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1570454.750000 Penalty: 3072.139893
	Iteration 3F: 3 clusters Score -1570455 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1570873.125000 Penalty: 3072.139893
	Iteration 4F: 3 clusters Score -1570873 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1571366.000000 Penalty: 3072.139893
	Iteration 5F: 3 clusters Score -1571366 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1571974.625000 Penalty: 3072.139893
	Iteration 6F: 3 clusters Score -1571975 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1572614.750000 Penalty: 3072.139893
	Iteration 7F: 3 clusters Score -1572615 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1573261.625000 Penalty: 3072.139893
	Iteration 8F: 3 clusters Score -1573262 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1573731.375000 Penalty: 3072.139893
	Iteration 9Q: 3 clusters Score -1573731 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1574028.875000 Penalty: 3072.139893
	Iteration 10Q: 3 clusters Score -1574029 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1574164.125000 Penalty: 3072.139893
	Iteration 11Q: 3 clusters Score -1574164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1574231.250000 Penalty: 3072.139893
	Iteration 12Q: 3 clusters Score -1574231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1574263.500000 Penalty: 3072.139893
	Iteration 13Q: 3 clusters Score -1574264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1574280.625000 Penalty: 3072.139893
	Iteration 14Q: 3 clusters Score -1574281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1574290.500000 Penalty: 3072.139893
	Iteration 15Q: 3 clusters Score -1574290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1574298.000000 Penalty: 3072.139893
	Iteration 16Q: 3 clusters Score -1574298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1574302.875000 Penalty: 3072.139893
	Iteration 17Q: 3 clusters Score -1574303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1574308.125000 Penalty: 3072.139893
	Iteration 18Q: 3 clusters Score -1574308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1574314.250000 Penalty: 3072.139893
	Iteration 19Q: 3 clusters Score -1574314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1574318.625000 Penalty: 3072.139893
	Iteration 20F: 3 clusters Score -1574319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1574320.625000 Penalty: 3072.139893
	Iteration 21Q: 3 clusters Score -1574321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1574321.250000 Penalty: 3072.139893
	Iteration 22Q: 3 clusters Score -1574321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1574321.875000 Penalty: 3072.139893
	Iteration 23Q: 3 clusters Score -1574322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1574321.000000 Penalty: 3072.139893
	Iteration 24Q: 3 clusters Score -1574321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1574321.000000 Penalty: 3072.139893
	Iteration 25F: 3 clusters Score -1574321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Entering Unmasked Estep 
Score: -2729997.750000 Penalty: 1627.325806
	Iteration 0F: 2 clusters Score -2729998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2715010.750000 Penalty: 3254.651611
	Iteration 0F: 3 clusters Score -2715011 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2720663.000000 Penalty: 3254.651611
	Iteration 1F: 3 clusters Score -2720663 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2721004.250000 Penalty: 3254.651611
	Iteration 2Q: 3 clusters Score -2721004 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2721322.250000 Penalty: 3254.651611
	Iteration 3Q: 3 clusters Score -2721322 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2721645.000000 Penalty: 3254.651611
	Iteration 4Q: 3 clusters Score -2721645 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2722015.750000 Penalty: 3254.651611
	Iteration 5Q: 3 clusters Score -2722016 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2722399.250000 Penalty: 3254.651611
	Iteration 6Q: 3 clusters Score -2722399 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2722907.000000 Penalty: 3254.651611
	Iteration 7Q: 3 clusters Score -2722907 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2723535.750000 Penalty: 3254.651611
	Iteration 8Q: 3 clusters Score -2723536 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2724312.000000 Penalty: 3254.651611
	Iteration 9Q: 3 clusters Score -2724312 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2725139.250000 Penalty: 3254.651611
	Iteration 10Q: 3 clusters Score -2725139 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2725926.750000 Penalty: 3254.651611
	Iteration 11Q: 3 clusters Score -2725927 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2726630.750000 Penalty: 3254.651611
	Iteration 12Q: 3 clusters Score -2726631 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2727134.750000 Penalty: 3254.651611
	Iteration 13Q: 3 clusters Score -2727135 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2727495.250000 Penalty: 3254.651611
	Iteration 14Q: 3 clusters Score -2727495 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2727754.750000 Penalty: 3254.651611
	Iteration 15Q: 3 clusters Score -2727755 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2727971.750000 Penalty: 3254.651611
	Iteration 16Q: 3 clusters Score -2727972 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2728139.250000 Penalty: 3254.651611
	Iteration 17Q: 3 clusters Score -2728139 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2728282.000000 Penalty: 3254.651611
	Iteration 18Q: 3 clusters Score -2728282 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2728378.000000 Penalty: 3254.651611
	Iteration 19Q: 3 clusters Score -2728378 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2728445.250000 Penalty: 3254.651611
	Iteration 20F: 3 clusters Score -2728445 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2728490.500000 Penalty: 3254.651611
	Iteration 21Q: 3 clusters Score -2728490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2728512.000000 Penalty: 3254.651611
	Iteration 22Q: 3 clusters Score -2728512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2728531.000000 Penalty: 3254.651611
	Iteration 23Q: 3 clusters Score -2728531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2728533.250000 Penalty: 3254.651611
	Iteration 24Q: 3 clusters Score -2728533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2728541.250000 Penalty: 3254.651611
	Iteration 25Q: 3 clusters Score -2728541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2728547.000000 Penalty: 3254.651611
	Iteration 26Q: 3 clusters Score -2728547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2728554.250000 Penalty: 3254.651611
	Iteration 27Q: 3 clusters Score -2728554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2728558.000000 Penalty: 3254.651611
	Iteration 28Q: 3 clusters Score -2728558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2728571.250000 Penalty: 3254.651611
	Iteration 29Q: 3 clusters Score -2728571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2728581.000000 Penalty: 3254.651611
	Iteration 30Q: 3 clusters Score -2728581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2728586.500000 Penalty: 3254.651611
	Iteration 31Q: 3 clusters Score -2728586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2728590.250000 Penalty: 3254.651611
	Iteration 32Q: 3 clusters Score -2728590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2728591.750000 Penalty: 3254.651611
	Iteration 33Q: 3 clusters Score -2728592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2728595.500000 Penalty: 3254.651611
	Iteration 34Q: 3 clusters Score -2728596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2728597.250000 Penalty: 3254.651611
	Iteration 35Q: 3 clusters Score -2728597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2728601.250000 Penalty: 3254.651611
	Iteration 36Q: 3 clusters Score -2728601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2728600.000000 Penalty: 3254.651611
	Iteration 37Q: 3 clusters Score -2728600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2728600.000000 Penalty: 3254.651611
	Iteration 38Q: 3 clusters Score -2728600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2728602.000000 Penalty: 3254.651611
	Iteration 39Q: 3 clusters Score -2728602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2728602.000000 Penalty: 3254.651611
	Iteration 40F: 3 clusters Score -2728602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Entering Unmasked Estep 
Score: -2962942.000000 Penalty: 1641.490112
	Iteration 0F: 2 clusters Score -2962942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2946485.000000 Penalty: 3282.980225
	Iteration 0F: 3 clusters Score -2946485 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2952629.500000 Penalty: 3282.980225
	Iteration 1F: 3 clusters Score -2952630 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2953219.500000 Penalty: 3282.980225
	Iteration 2F: 3 clusters Score -2953220 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2953855.250000 Penalty: 3282.980225
	Iteration 3F: 3 clusters Score -2953855 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2954535.750000 Penalty: 3282.980225
	Iteration 4F: 3 clusters Score -2954536 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2955309.000000 Penalty: 3282.980225
	Iteration 5F: 3 clusters Score -2955309 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2956103.500000 Penalty: 3282.980225
	Iteration 6F: 3 clusters Score -2956104 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2956900.750000 Penalty: 3282.980225
	Iteration 7F: 3 clusters Score -2956901 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2957646.750000 Penalty: 3282.980225
	Iteration 8F: 3 clusters Score -2957647 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2958352.750000 Penalty: 3282.980225
	Iteration 9Q: 3 clusters Score -2958353 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2958892.000000 Penalty: 3282.980225
	Iteration 10Q: 3 clusters Score -2958892 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2959270.000000 Penalty: 3282.980225
	Iteration 11Q: 3 clusters Score -2959270 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2959500.750000 Penalty: 3282.980225
	Iteration 12Q: 3 clusters Score -2959501 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2959654.500000 Penalty: 3282.980225
	Iteration 13Q: 3 clusters Score -2959654 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2959760.750000 Penalty: 3282.980225
	Iteration 14Q: 3 clusters Score -2959761 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2959832.750000 Penalty: 3282.980225
	Iteration 15Q: 3 clusters Score -2959833 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2959893.750000 Penalty: 3282.980225
	Iteration 16Q: 3 clusters Score -2959894 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2959938.250000 Penalty: 3282.980225
	Iteration 17Q: 3 clusters Score -2959938 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2959971.000000 Penalty: 3282.980225
	Iteration 18Q: 3 clusters Score -2959971 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2960005.750000 Penalty: 3282.980225
	Iteration 19Q: 3 clusters Score -2960006 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2960021.000000 Penalty: 3282.980225
	Iteration 20F: 3 clusters Score -2960021 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2960031.750000 Penalty: 3282.980225
	Iteration 21Q: 3 clusters Score -2960032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2960059.750000 Penalty: 3282.980225
	Iteration 22Q: 3 clusters Score -2960060 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2960075.000000 Penalty: 3282.980225
	Iteration 23Q: 3 clusters Score -2960075 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2960092.250000 Penalty: 3282.980225
	Iteration 24Q: 3 clusters Score -2960092 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2960103.000000 Penalty: 3282.980225
	Iteration 25Q: 3 clusters Score -2960103 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2960128.000000 Penalty: 3282.980225
	Iteration 26Q: 3 clusters Score -2960128 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2960153.250000 Penalty: 3282.980225
	Iteration 27Q: 3 clusters Score -2960153 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2960158.250000 Penalty: 3282.980225
	Iteration 28Q: 3 clusters Score -2960158 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2960178.000000 Penalty: 3282.980225
	Iteration 29Q: 3 clusters Score -2960178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2960185.500000 Penalty: 3282.980225
	Iteration 30Q: 3 clusters Score -2960186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2960208.500000 Penalty: 3282.980225
	Iteration 31Q: 3 clusters Score -2960208 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2960225.250000 Penalty: 3282.980225
	Iteration 32Q: 3 clusters Score -2960225 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2960233.250000 Penalty: 3282.980225
	Iteration 33Q: 3 clusters Score -2960233 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2960233.500000 Penalty: 3282.980225
	Iteration 34Q: 3 clusters Score -2960234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2960237.750000 Penalty: 3282.980225
	Iteration 35Q: 3 clusters Score -2960238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2960238.250000 Penalty: 3282.980225
	Iteration 36Q: 3 clusters Score -2960238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2960241.750000 Penalty: 3282.980225
	Iteration 37Q: 3 clusters Score -2960242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2960246.000000 Penalty: 3282.980225
	Iteration 38Q: 3 clusters Score -2960246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2960242.500000 Penalty: 3282.980225
	Iteration 39Q: 3 clusters Score -2960242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2960250.750000 Penalty: 3282.980225
	Iteration 40F: 3 clusters Score -2960251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2960253.250000 Penalty: 3282.980225
	Iteration 41Q: 3 clusters Score -2960253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2960259.750000 Penalty: 3282.980225
	Iteration 42Q: 3 clusters Score -2960260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2960258.500000 Penalty: 3282.980225
	Iteration 43Q: 3 clusters Score -2960258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2960260.500000 Penalty: 3282.980225
	Iteration 44Q: 3 clusters Score -2960260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2960259.500000 Penalty: 3282.980225
	Iteration 45Q: 3 clusters Score -2960260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2960260.500000 Penalty: 3282.980225
	Iteration 46Q: 3 clusters Score -2960260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2960265.250000 Penalty: 3282.980225
	Iteration 47Q: 3 clusters Score -2960265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2960264.250000 Penalty: 3282.980225
	Iteration 48Q: 3 clusters Score -2960264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2960264.000000 Penalty: 3282.980225
	Iteration 49Q: 3 clusters Score -2960264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2960259.250000 Penalty: 3282.980225
	Iteration 50Q: 3 clusters Score -2960259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2960265.750000 Penalty: 3282.980225
	Iteration 51Q: 3 clusters Score -2960266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2960265.250000 Penalty: 3282.980225
	Iteration 52Q: 3 clusters Score -2960265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2960269.750000 Penalty: 3282.980225
	Iteration 53Q: 3 clusters Score -2960270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2960261.500000 Penalty: 3282.980225
	Iteration 54Q: 3 clusters Score -2960262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2960268.250000 Penalty: 3282.980225
	Iteration 55Q: 3 clusters Score -2960268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2960271.500000 Penalty: 3282.980225
	Iteration 56Q: 3 clusters Score -2960272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2960273.000000 Penalty: 3282.980225
	Iteration 57Q: 3 clusters Score -2960273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2960271.500000 Penalty: 3282.980225
	Iteration 58Q: 3 clusters Score -2960272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2960273.750000 Penalty: 3282.980225
	Iteration 59Q: 3 clusters Score -2960274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2960275.250000 Penalty: 3282.980225
	Iteration 60F: 3 clusters Score -2960275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2960275.500000 Penalty: 3282.980225
	Iteration 61Q: 3 clusters Score -2960276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2960275.000000 Penalty: 3282.980225
	Iteration 62Q: 3 clusters Score -2960275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2960271.750000 Penalty: 3282.980225
	Iteration 63Q: 3 clusters Score -2960272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2960283.750000 Penalty: 3282.980225
	Iteration 64Q: 3 clusters Score -2960284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2960286.250000 Penalty: 3282.980225
	Iteration 65Q: 3 clusters Score -2960286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2960297.250000 Penalty: 3282.980225
	Iteration 66Q: 3 clusters Score -2960297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2960304.500000 Penalty: 3282.980225
	Iteration 67Q: 3 clusters Score -2960304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2960302.000000 Penalty: 3282.980225
	Iteration 68Q: 3 clusters Score -2960302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2960311.500000 Penalty: 3282.980225
	Iteration 69Q: 3 clusters Score -2960312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2960316.250000 Penalty: 3282.980225
	Iteration 70Q: 3 clusters Score -2960316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2960331.000000 Penalty: 3282.980225
	Iteration 71Q: 3 clusters Score -2960331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2960338.000000 Penalty: 3282.980225
	Iteration 72Q: 3 clusters Score -2960338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2960344.500000 Penalty: 3282.980225
	Iteration 73Q: 3 clusters Score -2960344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2960351.000000 Penalty: 3282.980225
	Iteration 74Q: 3 clusters Score -2960351 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2960357.250000 Penalty: 3282.980225
	Iteration 75Q: 3 clusters Score -2960357 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2960372.250000 Penalty: 3282.980225
	Iteration 76Q: 3 clusters Score -2960372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2960403.500000 Penalty: 3282.980225
	Iteration 77Q: 3 clusters Score -2960404 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2960418 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2960419 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2960421.000000 Penalty: 3282.980225
	Iteration 80F: 3 clusters Score -2960421 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2960437 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2960454.750000 Penalty: 3282.980225
	Iteration 82Q: 3 clusters Score -2960455 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2960473 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2960493.500000 Penalty: 3282.980225
	Iteration 84Q: 3 clusters Score -2960494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2960509.250000 Penalty: 3282.980225
	Iteration 85Q: 3 clusters Score -2960509 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2960526.250000 Penalty: 3282.980225
	Iteration 86Q: 3 clusters Score -2960526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2960535.000000 Penalty: 3282.980225
	Iteration 87Q: 3 clusters Score -2960535 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2960540.750000 Penalty: 3282.980225
	Iteration 88Q: 3 clusters Score -2960541 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2960551.250000 Penalty: 3282.980225
	Iteration 89Q: 3 clusters Score -2960551 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2960562.500000 Penalty: 3282.980225
	Iteration 90Q: 3 clusters Score -2960562 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2960571.000000 Penalty: 3282.980225
	Iteration 91Q: 3 clusters Score -2960571 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2960593.000000 Penalty: 3282.980225
	Iteration 92Q: 3 clusters Score -2960593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2960611.500000 Penalty: 3282.980225
	Iteration 93Q: 3 clusters Score -2960612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2960612.500000 Penalty: 3282.980225
	Iteration 94Q: 3 clusters Score -2960612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2960624.250000 Penalty: 3282.980225
	Iteration 95Q: 3 clusters Score -2960624 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2960639.000000 Penalty: 3282.980225
	Iteration 96Q: 3 clusters Score -2960639 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2960664.750000 Penalty: 3282.980225
	Iteration 97Q: 3 clusters Score -2960665 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2960679.500000 Penalty: 3282.980225
	Iteration 98Q: 3 clusters Score -2960680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2960691.500000 Penalty: 3282.980225
	Iteration 99Q: 3 clusters Score -2960692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2960707.750000 Penalty: 3282.980225
	Iteration 100F: 3 clusters Score -2960708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2960725.500000 Penalty: 3282.980225
	Iteration 101Q: 3 clusters Score -2960726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2960738.500000 Penalty: 3282.980225
	Iteration 102Q: 3 clusters Score -2960738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2960761.250000 Penalty: 3282.980225
	Iteration 103Q: 3 clusters Score -2960761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2960781.750000 Penalty: 3282.980225
	Iteration 104Q: 3 clusters Score -2960782 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2960806.000000 Penalty: 3282.980225
	Iteration 105Q: 3 clusters Score -2960806 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2960828.000000 Penalty: 3282.980225
	Iteration 106Q: 3 clusters Score -2960828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2960854.500000 Penalty: 3282.980225
	Iteration 107Q: 3 clusters Score -2960854 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2960871.500000 Penalty: 3282.980225
	Iteration 108Q: 3 clusters Score -2960872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2960886.250000 Penalty: 3282.980225
	Iteration 109Q: 3 clusters Score -2960886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2960893.500000 Penalty: 3282.980225
	Iteration 110Q: 3 clusters Score -2960894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2960901.500000 Penalty: 3282.980225
	Iteration 111Q: 3 clusters Score -2960902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2960912.250000 Penalty: 3282.980225
	Iteration 112Q: 3 clusters Score -2960912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2960922.750000 Penalty: 3282.980225
	Iteration 113Q: 3 clusters Score -2960923 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2960934.250000 Penalty: 3282.980225
	Iteration 114Q: 3 clusters Score -2960934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2960956.000000 Penalty: 3282.980225
	Iteration 115Q: 3 clusters Score -2960956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2960979.500000 Penalty: 3282.980225
	Iteration 116Q: 3 clusters Score -2960980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2960990.500000 Penalty: 3282.980225
	Iteration 117Q: 3 clusters Score -2960990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2961002.750000 Penalty: 3282.980225
	Iteration 118Q: 3 clusters Score -2961003 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2961018.500000 Penalty: 3282.980225
	Iteration 119Q: 3 clusters Score -2961018 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2961030.250000 Penalty: 3282.980225
	Iteration 120F: 3 clusters Score -2961030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2961034.000000 Penalty: 3282.980225
	Iteration 121Q: 3 clusters Score -2961034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2961055.250000 Penalty: 3282.980225
	Iteration 122Q: 3 clusters Score -2961055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2961064.000000 Penalty: 3282.980225
	Iteration 123Q: 3 clusters Score -2961064 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2961077.750000 Penalty: 3282.980225
	Iteration 124Q: 3 clusters Score -2961078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2961100.000000 Penalty: 3282.980225
	Iteration 125Q: 3 clusters Score -2961100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2961121.250000 Penalty: 3282.980225
	Iteration 126Q: 3 clusters Score -2961121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2961140.250000 Penalty: 3282.980225
	Iteration 127Q: 3 clusters Score -2961140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2961154.000000 Penalty: 3282.980225
	Iteration 128Q: 3 clusters Score -2961154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2961163.000000 Penalty: 3282.980225
	Iteration 129Q: 3 clusters Score -2961163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2961176.750000 Penalty: 3282.980225
	Iteration 130Q: 3 clusters Score -2961177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2961187.000000 Penalty: 3282.980225
	Iteration 131Q: 3 clusters Score -2961187 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2961206.500000 Penalty: 3282.980225
	Iteration 132Q: 3 clusters Score -2961206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2961214.250000 Penalty: 3282.980225
	Iteration 133Q: 3 clusters Score -2961214 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2961230.250000 Penalty: 3282.980225
	Iteration 134Q: 3 clusters Score -2961230 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2961243.500000 Penalty: 3282.980225
	Iteration 135Q: 3 clusters Score -2961244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2961261.500000 Penalty: 3282.980225
	Iteration 136Q: 3 clusters Score -2961262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2961268.000000 Penalty: 3282.980225
	Iteration 137Q: 3 clusters Score -2961268 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22530 members 
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Entering Unmasked Estep 
Score: -2961283.000000 Penalty: 3282.980225
	Iteration 138Q: 3 clusters Score -2961283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2961297.000000 Penalty: 3282.980225
	Iteration 139Q: 3 clusters Score -2961297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2961320.000000 Penalty: 3282.980225
	Iteration 140F: 3 clusters Score -2961320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2961328.500000 Penalty: 3282.980225
	Iteration 141Q: 3 clusters Score -2961328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2961342.500000 Penalty: 3282.980225
	Iteration 142Q: 3 clusters Score -2961342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2961349.000000 Penalty: 3282.980225
	Iteration 143Q: 3 clusters Score -2961349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2961357.750000 Penalty: 3282.980225
	Iteration 144Q: 3 clusters Score -2961358 nChanged 38
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Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2961359.750000 Penalty: 3282.980225
	Iteration 145Q: 3 clusters Score -2961360 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2961375.500000 Penalty: 3282.980225
	Iteration 146Q: 3 clusters Score -2961376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2961383.500000 Penalty: 3282.980225
	Iteration 147Q: 3 clusters Score -2961384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2961395.500000 Penalty: 3282.980225
	Iteration 148Q: 3 clusters Score -2961396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2961402.750000 Penalty: 3282.980225
	Iteration 149Q: 3 clusters Score -2961403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2961419.000000 Penalty: 3282.980225
	Iteration 150Q: 3 clusters Score -2961419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2961434.000000 Penalty: 3282.980225
	Iteration 151Q: 3 clusters Score -2961434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2961441.750000 Penalty: 3282.980225
	Iteration 152Q: 3 clusters Score -2961442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2961445.250000 Penalty: 3282.980225
	Iteration 153Q: 3 clusters Score -2961445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2961461.250000 Penalty: 3282.980225
	Iteration 154Q: 3 clusters Score -2961461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2961469.000000 Penalty: 3282.980225
	Iteration 155Q: 3 clusters Score -2961469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2961477.000000 Penalty: 3282.980225
	Iteration 156Q: 3 clusters Score -2961477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2961483.500000 Penalty: 3282.980225
	Iteration 157Q: 3 clusters Score -2961484 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2961482.750000 Penalty: 3282.980225
	Iteration 158Q: 3 clusters Score -2961483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2961487.000000 Penalty: 3282.980225
	Iteration 159Q: 3 clusters Score -2961487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2961490.500000 Penalty: 3282.980225
	Iteration 160F: 3 clusters Score -2961490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2961491.000000 Penalty: 3282.980225
	Iteration 161Q: 3 clusters Score -2961491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2961502.000000 Penalty: 3282.980225
	Iteration 162Q: 3 clusters Score -2961502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2961508.500000 Penalty: 3282.980225
	Iteration 163Q: 3 clusters Score -2961508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2961506.750000 Penalty: 3282.980225
	Iteration 164Q: 3 clusters Score -2961507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2961511.500000 Penalty: 3282.980225
	Iteration 165Q: 3 clusters Score -2961512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2961518.750000 Penalty: 3282.980225
	Iteration 166Q: 3 clusters Score -2961519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2961519.000000 Penalty: 3282.980225
	Iteration 167Q: 3 clusters Score -2961519 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2961520.750000 Penalty: 3282.980225
	Iteration 168Q: 3 clusters Score -2961521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2961531.250000 Penalty: 3282.980225
	Iteration 169Q: 3 clusters Score -2961531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2961542.000000 Penalty: 3282.980225
	Iteration 170Q: 3 clusters Score -2961542 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2961551.000000 Penalty: 3282.980225
	Iteration 171Q: 3 clusters Score -2961551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2961553.000000 Penalty: 3282.980225
	Iteration 172Q: 3 clusters Score -2961553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2961562.000000 Penalty: 3282.980225
	Iteration 173Q: 3 clusters Score -2961562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2961567.750000 Penalty: 3282.980225
	Iteration 174Q: 3 clusters Score -2961568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2961573.500000 Penalty: 3282.980225
	Iteration 175Q: 3 clusters Score -2961574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2961582.750000 Penalty: 3282.980225
	Iteration 176Q: 3 clusters Score -2961583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2961584.500000 Penalty: 3282.980225
	Iteration 177Q: 3 clusters Score -2961584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2961585.250000 Penalty: 3282.980225
	Iteration 178Q: 3 clusters Score -2961585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2961580.500000 Penalty: 3282.980225
	Iteration 179Q: 3 clusters Score -2961580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2961583.500000 Penalty: 3282.980225
	Iteration 180F: 3 clusters Score -2961584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2961584.250000 Penalty: 3282.980225
	Iteration 181Q: 3 clusters Score -2961584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2961586.000000 Penalty: 3282.980225
	Iteration 182Q: 3 clusters Score -2961586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2961587.000000 Penalty: 3282.980225
	Iteration 183Q: 3 clusters Score -2961587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2961585.750000 Penalty: 3282.980225
	Iteration 184Q: 3 clusters Score -2961586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2961586.500000 Penalty: 3282.980225
	Iteration 185Q: 3 clusters Score -2961586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2961586.500000 Penalty: 3282.980225
	Iteration 186F: 3 clusters Score -2961586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -200058.218750 Penalty: 1211.297974
	Iteration 0F: 2 clusters Score -200058.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -198212.140625 Penalty: 2422.595947
	Iteration 0F: 3 clusters Score -198212.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -198608.640625 Penalty: 2422.595947
	Iteration 1F: 3 clusters Score -198608.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -198682.875000 Penalty: 2422.595947
	Iteration 2F: 3 clusters Score -198682.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -198725.593750 Penalty: 2422.595947
	Iteration 3Q: 3 clusters Score -198725.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -198748.265625 Penalty: 2422.595947
	Iteration 4Q: 3 clusters Score -198748.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -198762.250000 Penalty: 2422.595947
	Iteration 5Q: 3 clusters Score -198762.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -198774.453125 Penalty: 2422.595947
	Iteration 6Q: 3 clusters Score -198774.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -198786.890625 Penalty: 2422.595947
	Iteration 7Q: 3 clusters Score -198786.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -198792.125000 Penalty: 2422.595947
	Iteration 8Q: 3 clusters Score -198792.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -198795.562500 Penalty: 2422.595947
	Iteration 9Q: 3 clusters Score -198795.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -198800.453125 Penalty: 2422.595947
	Iteration 10Q: 3 clusters Score -198800.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -198804.968750 Penalty: 2422.595947
	Iteration 11Q: 3 clusters Score -198805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -198810.890625 Penalty: 2422.595947
	Iteration 12Q: 3 clusters Score -198810.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -198817.156250 Penalty: 2422.595947
	Iteration 13Q: 3 clusters Score -198817.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -198822.421875 Penalty: 2422.595947
	Iteration 14Q: 3 clusters Score -198822.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -198826.703125 Penalty: 2422.595947
	Iteration 15Q: 3 clusters Score -198826.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -198832.125000 Penalty: 2422.595947
	Iteration 16Q: 3 clusters Score -198832.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -198835.578125 Penalty: 2422.595947
	Iteration 17Q: 3 clusters Score -198835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -198841.765625 Penalty: 2422.595947
	Iteration 18Q: 3 clusters Score -198841.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -198847.859375 Penalty: 2422.595947
	Iteration 19Q: 3 clusters Score -198847.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -198854.687500 Penalty: 2422.595947
	Iteration 20F: 3 clusters Score -198854.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -198860.140625 Penalty: 2422.595947
	Iteration 21Q: 3 clusters Score -198860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -198861.312500 Penalty: 2422.595947
	Iteration 22Q: 3 clusters Score -198861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -198862.640625 Penalty: 2422.595947
	Iteration 23Q: 3 clusters Score -198862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -198865.406250 Penalty: 2422.595947
	Iteration 24Q: 3 clusters Score -198865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -198870.968750 Penalty: 2422.595947
	Iteration 25Q: 3 clusters Score -198871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -198878.687500 Penalty: 2422.595947
	Iteration 26Q: 3 clusters Score -198878.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -198887.078125 Penalty: 2422.595947
	Iteration 27Q: 3 clusters Score -198887.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -198894.828125 Penalty: 2422.595947
	Iteration 28Q: 3 clusters Score -198894.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -198902.312500 Penalty: 2422.595947
	Iteration 29Q: 3 clusters Score -198902.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -198905.750000 Penalty: 2422.595947
	Iteration 30Q: 3 clusters Score -198905.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -198909.562500 Penalty: 2422.595947
	Iteration 31Q: 3 clusters Score -198909.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -198911.406250 Penalty: 2422.595947
	Iteration 32Q: 3 clusters Score -198911.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -198913.250000 Penalty: 2422.595947
	Iteration 33Q: 3 clusters Score -198913.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -198915.546875 Penalty: 2422.595947
	Iteration 34Q: 3 clusters Score -198915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -198917.296875 Penalty: 2422.595947
	Iteration 35Q: 3 clusters Score -198917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -198918.406250 Penalty: 2422.595947
	Iteration 36Q: 3 clusters Score -198918.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -198920.687500 Penalty: 2422.595947
	Iteration 37Q: 3 clusters Score -198920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -198922.781250 Penalty: 2422.595947
	Iteration 38Q: 3 clusters Score -198922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -198924.984375 Penalty: 2422.595947
	Iteration 39Q: 3 clusters Score -198925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -198927.265625 Penalty: 2422.595947
	Iteration 40F: 3 clusters Score -198927.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -198930.171875 Penalty: 2422.595947
	Iteration 41Q: 3 clusters Score -198930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -198930.812500 Penalty: 2422.595947
	Iteration 42Q: 3 clusters Score -198930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -198931.750000 Penalty: 2422.595947
	Iteration 43Q: 3 clusters Score -198931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -198931.750000 Penalty: 2422.595947
	Iteration 44F: 3 clusters Score -198931.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Entering Unmasked Estep 
Score: -1261453.375000 Penalty: 1501.704346
	Iteration 0F: 2 clusters Score -1261453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1254024.500000 Penalty: 3003.408691
	Iteration 0F: 3 clusters Score -1254024 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1256413.375000 Penalty: 3003.408691
	Iteration 1F: 3 clusters Score -1256413 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1256686.000000 Penalty: 3003.408691
	Iteration 2F: 3 clusters Score -1256686 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1256949.500000 Penalty: 3003.408691
	Iteration 3Q: 3 clusters Score -1256950 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1257239.250000 Penalty: 3003.408691
	Iteration 4Q: 3 clusters Score -1257239 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1257513.125000 Penalty: 3003.408691
	Iteration 5Q: 3 clusters Score -1257513 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1257818.500000 Penalty: 3003.408691
	Iteration 6Q: 3 clusters Score -1257818 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1258120.875000 Penalty: 3003.408691
	Iteration 7Q: 3 clusters Score -1258121 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1258416.625000 Penalty: 3003.408691
	Iteration 8Q: 3 clusters Score -1258417 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1258646.750000 Penalty: 3003.408691
	Iteration 9Q: 3 clusters Score -1258647 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1258814.750000 Penalty: 3003.408691
	Iteration 10Q: 3 clusters Score -1258815 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1258929.875000 Penalty: 3003.408691
	Iteration 11Q: 3 clusters Score -1258930 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1259040.125000 Penalty: 3003.408691
	Iteration 12Q: 3 clusters Score -1259040 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1259125.750000 Penalty: 3003.408691
	Iteration 13Q: 3 clusters Score -1259126 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1259202.750000 Penalty: 3003.408691
	Iteration 14Q: 3 clusters Score -1259203 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1259275.500000 Penalty: 3003.408691
	Iteration 15Q: 3 clusters Score -1259276 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1259343.000000 Penalty: 3003.408691
	Iteration 16Q: 3 clusters Score -1259343 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1259416.750000 Penalty: 3003.408691
	Iteration 17Q: 3 clusters Score -1259417 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1259481.375000 Penalty: 3003.408691
	Iteration 18Q: 3 clusters Score -1259481 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1259533.750000 Penalty: 3003.408691
	Iteration 19Q: 3 clusters Score -1259534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1259577.250000 Penalty: 3003.408691
	Iteration 20F: 3 clusters Score -1259577 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1259616.250000 Penalty: 3003.408691
	Iteration 21Q: 3 clusters Score -1259616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1259664.875000 Penalty: 3003.408691
	Iteration 22Q: 3 clusters Score -1259665 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1259708.125000 Penalty: 3003.408691
	Iteration 23Q: 3 clusters Score -1259708 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1259763.500000 Penalty: 3003.408691
	Iteration 24Q: 3 clusters Score -1259764 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1259825.500000 Penalty: 3003.408691
	Iteration 25Q: 3 clusters Score -1259826 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1259884.125000 Penalty: 3003.408691
	Iteration 26Q: 3 clusters Score -1259884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1259925.875000 Penalty: 3003.408691
	Iteration 27Q: 3 clusters Score -1259926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1259968.000000 Penalty: 3003.408691
	Iteration 28Q: 3 clusters Score -1259968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1260006.750000 Penalty: 3003.408691
	Iteration 29Q: 3 clusters Score -1260007 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1260049.250000 Penalty: 3003.408691
	Iteration 30Q: 3 clusters Score -1260049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1260074.375000 Penalty: 3003.408691
	Iteration 31Q: 3 clusters Score -1260074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1260094.750000 Penalty: 3003.408691
	Iteration 32Q: 3 clusters Score -1260095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1260113.500000 Penalty: 3003.408691
	Iteration 33Q: 3 clusters Score -1260114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1260131.375000 Penalty: 3003.408691
	Iteration 34Q: 3 clusters Score -1260131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1260148.125000 Penalty: 3003.408691
	Iteration 35Q: 3 clusters Score -1260148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1260158.000000 Penalty: 3003.408691
	Iteration 36Q: 3 clusters Score -1260158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1260164.375000 Penalty: 3003.408691
	Iteration 37Q: 3 clusters Score -1260164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1260169.125000 Penalty: 3003.408691
	Iteration 38Q: 3 clusters Score -1260169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1260174.375000 Penalty: 3003.408691
	Iteration 39Q: 3 clusters Score -1260174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1260180.875000 Penalty: 3003.408691
	Iteration 40F: 3 clusters Score -1260181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1260185.125000 Penalty: 3003.408691
	Iteration 41Q: 3 clusters Score -1260185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1260189.750000 Penalty: 3003.408691
	Iteration 42Q: 3 clusters Score -1260190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1260191.875000 Penalty: 3003.408691
	Iteration 43Q: 3 clusters Score -1260192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1260191.750000 Penalty: 3003.408691
	Iteration 44Q: 3 clusters Score -1260192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1260195.250000 Penalty: 3003.408691
	Iteration 45Q: 3 clusters Score -1260195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1260196.875000 Penalty: 3003.408691
	Iteration 46Q: 3 clusters Score -1260197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1260197.000000 Penalty: 3003.408691
	Iteration 47Q: 3 clusters Score -1260197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1260197.000000 Penalty: 3003.408691
	Iteration 48F: 3 clusters Score -1260197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 35435 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12743 members 
Mstep: Class 15 contains 22344 members 
Mstep: Class 18 contains 24379 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444046.000000 Penalty: 27982.333984
Iteration 399Q: 15 clusters Score -2.644405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30181 members 
Mstep: Class 8 contains 35436 members 
Mstep: Class 10 contains 18951 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12743 members 
Mstep: Class 15 contains 22345 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444050.000000 Penalty: 27982.333984
Iteration 400F: 15 clusters Score -2.644405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30179 members 
Mstep: Class 8 contains 35439 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12743 members 
Mstep: Class 15 contains 22345 members 
Mstep: Class 18 contains 24379 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444054.000000 Penalty: 27982.333984
Iteration 401Q: 15 clusters Score -2.644405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22920 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 35438 members 
Mstep: Class 10 contains 18953 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 22347 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444078.000000 Penalty: 27982.333984
Iteration 402Q: 15 clusters Score -2.644408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22918 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30185 members 
Mstep: Class 8 contains 35439 members 
Mstep: Class 10 contains 18953 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24377 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444066.000000 Penalty: 27982.333984
Iteration 403Q: 15 clusters Score -2.644407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22917 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30184 members 
Mstep: Class 8 contains 35441 members 
Mstep: Class 10 contains 18953 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444086.000000 Penalty: 27982.333984
Iteration 404Q: 15 clusters Score -2.644409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22917 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30183 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12745 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24379 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444104.000000 Penalty: 27982.333984
Iteration 405Q: 15 clusters Score -2.64441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22917 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30181 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24379 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444108.000000 Penalty: 27982.333984
Iteration 406Q: 15 clusters Score -2.644411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22917 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30178 members 
Mstep: Class 8 contains 35443 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24379 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444080.000000 Penalty: 27982.333984
Iteration 407Q: 15 clusters Score -2.644408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22917 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30178 members 
Mstep: Class 8 contains 35444 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24379 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444090.000000 Penalty: 27982.333984
Iteration 408Q: 15 clusters Score -2.644409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22917 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 35447 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 10300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444098.000000 Penalty: 27982.333984
Iteration 409Q: 15 clusters Score -2.64441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22917 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 35451 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24376 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 10300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444104.000000 Penalty: 27982.333984
Iteration 410Q: 15 clusters Score -2.64441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22917 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 35454 members 
Mstep: Class 10 contains 18953 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24375 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 10300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444104.000000 Penalty: 27982.333984
Iteration 411Q: 15 clusters Score -2.64441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22916 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 35455 members 
Mstep: Class 10 contains 18954 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24374 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 10300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444108.000000 Penalty: 27982.333984
Iteration 412Q: 15 clusters Score -2.644411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22916 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30178 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 10 contains 18954 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24375 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 10300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444110.000000 Penalty: 27982.333984
Iteration 413Q: 15 clusters Score -2.644411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 22916 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 30178 members 
Mstep: Class 8 contains 35453 members 
Mstep: Class 10 contains 18954 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 18 contains 24375 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 10300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26444110.000000 Penalty: 27982.333984
Iteration 414F: 15 clusters Score -2.644411e+07 nChanged 0
Entering ConstructFrom: 
Score: -26444110.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (35001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Entering Unmasked Estep 
Score: -4273065.500000 Penalty: 1700.258911
	Iteration 0F: 2 clusters Score -4273066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4250079.000000 Penalty: 3400.517822
	Iteration 0F: 3 clusters Score -4250079 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4259142.500000 Penalty: 3400.517822
	Iteration 1F: 3 clusters Score -4259142 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4259607.000000 Penalty: 3400.517822
	Iteration 2Q: 3 clusters Score -4259607 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4260152.000000 Penalty: 3400.517822
	Iteration 3Q: 3 clusters Score -4260152 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4260792.500000 Penalty: 3400.517822
	Iteration 4Q: 3 clusters Score -4260792 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -4261691.500000 Penalty: 3400.517822
	Iteration 5Q: 3 clusters Score -4261692 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -4262854.500000 Penalty: 3400.517822
	Iteration 6F: 3 clusters Score -4262854 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -4264334.500000 Penalty: 3400.517822
	Iteration 7F: 3 clusters Score -4264334 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4265982.500000 Penalty: 3400.517822
	Iteration 8F: 3 clusters Score -4265982 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -4267441.000000 Penalty: 3400.517822
	Iteration 9F: 3 clusters Score -4267441 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -4268639.000000 Penalty: 3400.517822
	Iteration 10Q: 3 clusters Score -4268639 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -4269446.000000 Penalty: 3400.517822
	Iteration 11Q: 3 clusters Score -4269446 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4269965.500000 Penalty: 3400.517822
	Iteration 12Q: 3 clusters Score -4269966 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -4270376.000000 Penalty: 3400.517822
	Iteration 13Q: 3 clusters Score -4270376 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4270684.000000 Penalty: 3400.517822
	Iteration 14Q: 3 clusters Score -4270684 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4270941.000000 Penalty: 3400.517822
	Iteration 15Q: 3 clusters Score -4270941 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -4271098.500000 Penalty: 3400.517822
	Iteration 16Q: 3 clusters Score -4271098 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -4271234.500000 Penalty: 3400.517822
	Iteration 17Q: 3 clusters Score -4271234 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4271327.000000 Penalty: 3400.517822
	Iteration 18Q: 3 clusters Score -4271327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -4271378.500000 Penalty: 3400.517822
	Iteration 19Q: 3 clusters Score -4271378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4271418.500000 Penalty: 3400.517822
	Iteration 20F: 3 clusters Score -4271418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -4271444.500000 Penalty: 3400.517822
	Iteration 21Q: 3 clusters Score -4271444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -4271458.500000 Penalty: 3400.517822
	Iteration 22Q: 3 clusters Score -4271458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4271468.500000 Penalty: 3400.517822
	Iteration 23Q: 3 clusters Score -4271468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -4271479.500000 Penalty: 3400.517822
	Iteration 24Q: 3 clusters Score -4271480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4271489.000000 Penalty: 3400.517822
	Iteration 25Q: 3 clusters Score -4271489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -4271500.500000 Penalty: 3400.517822
	Iteration 26Q: 3 clusters Score -4271500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -4271508.500000 Penalty: 3400.517822
	Iteration 27Q: 3 clusters Score -4271508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -4271511.000000 Penalty: 3400.517822
	Iteration 28Q: 3 clusters Score -4271511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -4271516.500000 Penalty: 3400.517822
	Iteration 29Q: 3 clusters Score -4271516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -4271523.000000 Penalty: 3400.517822
	Iteration 30Q: 3 clusters Score -4271523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -4271533.500000 Penalty: 3400.517822
	Iteration 31Q: 3 clusters Score -4271534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -4271535.000000 Penalty: 3400.517822
	Iteration 32Q: 3 clusters Score -4271535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4271539.000000 Penalty: 3400.517822
	Iteration 33Q: 3 clusters Score -4271539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4271554.500000 Penalty: 3400.517822
	Iteration 34Q: 3 clusters Score -4271554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -4271560.500000 Penalty: 3400.517822
	Iteration 35Q: 3 clusters Score -4271560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -4271563.500000 Penalty: 3400.517822
	Iteration 36Q: 3 clusters Score -4271564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -4271566.000000 Penalty: 3400.517822
	Iteration 37Q: 3 clusters Score -4271566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4271570.000000 Penalty: 3400.517822
	Iteration 38Q: 3 clusters Score -4271570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4271570.000000 Penalty: 3400.517822
	Iteration 39F: 3 clusters Score -4271570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -38151.027344 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -38151.03 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 194 members 
Entering Unmasked Estep 
Score: -37288.164062 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -37288.16 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37516.406250 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -37516.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37642.691406 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -37642.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37676.910156 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -37676.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37708.214844 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -37708.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37731.847656 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -37731.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37740.855469 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -37740.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37746.054688 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -37746.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37758.621094 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -37758.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37758.621094 Penalty: 1930.555664
	Iteration 9F: 3 clusters Score -37758.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -557453.937500 Penalty: 1377.647095
	Iteration 0F: 2 clusters Score -557453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -553638.937500 Penalty: 2755.294189
	Iteration 0F: 3 clusters Score -553638.9 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -554711.187500 Penalty: 2755.294189
	Iteration 1F: 3 clusters Score -554711.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -554864.937500 Penalty: 2755.294189
	Iteration 2F: 3 clusters Score -554864.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -554977.437500 Penalty: 2755.294189
	Iteration 3Q: 3 clusters Score -554977.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -555093.062500 Penalty: 2755.294189
	Iteration 4Q: 3 clusters Score -555093.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -555226.125000 Penalty: 2755.294189
	Iteration 5Q: 3 clusters Score -555226.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -555383.500000 Penalty: 2755.294189
	Iteration 6Q: 3 clusters Score -555383.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -555548.687500 Penalty: 2755.294189
	Iteration 7F: 3 clusters Score -555548.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -555712.687500 Penalty: 2755.294189
	Iteration 8Q: 3 clusters Score -555712.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -555896.250000 Penalty: 2755.294189
	Iteration 9F: 3 clusters Score -555896.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -556036.437500 Penalty: 2755.294189
	Iteration 10Q: 3 clusters Score -556036.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -556125.875000 Penalty: 2755.294189
	Iteration 11Q: 3 clusters Score -556125.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -556186.375000 Penalty: 2755.294189
	Iteration 12Q: 3 clusters Score -556186.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -556226.437500 Penalty: 2755.294189
	Iteration 13Q: 3 clusters Score -556226.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -556261.437500 Penalty: 2755.294189
	Iteration 14Q: 3 clusters Score -556261.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -556283.125000 Penalty: 2755.294189
	Iteration 15Q: 3 clusters Score -556283.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -556303.937500 Penalty: 2755.294189
	Iteration 16Q: 3 clusters Score -556303.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -556318.687500 Penalty: 2755.294189
	Iteration 17Q: 3 clusters Score -556318.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -556329.375000 Penalty: 2755.294189
	Iteration 18Q: 3 clusters Score -556329.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -556342.625000 Penalty: 2755.294189
	Iteration 19Q: 3 clusters Score -556342.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -556351.500000 Penalty: 2755.294189
	Iteration 20F: 3 clusters Score -556351.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -556360.562500 Penalty: 2755.294189
	Iteration 21Q: 3 clusters Score -556360.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -556371.625000 Penalty: 2755.294189
	Iteration 22Q: 3 clusters Score -556371.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -556378.625000 Penalty: 2755.294189
	Iteration 23Q: 3 clusters Score -556378.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -556384.562500 Penalty: 2755.294189
	Iteration 24Q: 3 clusters Score -556384.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -556386.937500 Penalty: 2755.294189
	Iteration 25Q: 3 clusters Score -556386.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -556389.312500 Penalty: 2755.294189
	Iteration 26Q: 3 clusters Score -556389.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -556391.375000 Penalty: 2755.294189
	Iteration 27Q: 3 clusters Score -556391.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -556395.687500 Penalty: 2755.294189
	Iteration 28Q: 3 clusters Score -556395.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -556397.375000 Penalty: 2755.294189
	Iteration 29Q: 3 clusters Score -556397.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -556399.187500 Penalty: 2755.294189
	Iteration 30Q: 3 clusters Score -556399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -556401.687500 Penalty: 2755.294189
	Iteration 31Q: 3 clusters Score -556401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -556401.937500 Penalty: 2755.294189
	Iteration 32Q: 3 clusters Score -556401.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -556402.250000 Penalty: 2755.294189
	Iteration 33Q: 3 clusters Score -556402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -556402.812500 Penalty: 2755.294189
	Iteration 34Q: 3 clusters Score -556402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -556402.625000 Penalty: 2755.294189
	Iteration 35Q: 3 clusters Score -556402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -556402.812500 Penalty: 2755.294189
	Iteration 36Q: 3 clusters Score -556402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -556403.875000 Penalty: 2755.294189
	Iteration 37Q: 3 clusters Score -556403.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -556405.562500 Penalty: 2755.294189
	Iteration 38Q: 3 clusters Score -556405.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -556408.187500 Penalty: 2755.294189
	Iteration 39Q: 3 clusters Score -556408.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -556411.500000 Penalty: 2755.294189
	Iteration 40F: 3 clusters Score -556411.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -556414.187500 Penalty: 2755.294189
	Iteration 41Q: 3 clusters Score -556414.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -556420.000000 Penalty: 2755.294189
	Iteration 42Q: 3 clusters Score -556420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -556421.937500 Penalty: 2755.294189
	Iteration 43Q: 3 clusters Score -556421.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -556423.687500 Penalty: 2755.294189
	Iteration 44Q: 3 clusters Score -556423.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -556425.375000 Penalty: 2755.294189
	Iteration 45Q: 3 clusters Score -556425.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -556426.812500 Penalty: 2755.294189
	Iteration 46Q: 3 clusters Score -556426.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -556432.250000 Penalty: 2755.294189
	Iteration 47Q: 3 clusters Score -556432.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -556438.500000 Penalty: 2755.294189
	Iteration 48Q: 3 clusters Score -556438.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -556443.750000 Penalty: 2755.294189
	Iteration 49Q: 3 clusters Score -556443.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -556447.500000 Penalty: 2755.294189
	Iteration 50Q: 3 clusters Score -556447.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -556452.812500 Penalty: 2755.294189
	Iteration 51Q: 3 clusters Score -556452.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -556461.625000 Penalty: 2755.294189
	Iteration 52Q: 3 clusters Score -556461.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -556469.500000 Penalty: 2755.294189
	Iteration 53Q: 3 clusters Score -556469.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -556475.937500 Penalty: 2755.294189
	Iteration 54Q: 3 clusters Score -556475.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -556479.062500 Penalty: 2755.294189
	Iteration 55Q: 3 clusters Score -556479.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -556483.937500 Penalty: 2755.294189
	Iteration 56Q: 3 clusters Score -556483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -556487.625000 Penalty: 2755.294189
	Iteration 57Q: 3 clusters Score -556487.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -556491.500000 Penalty: 2755.294189
	Iteration 58Q: 3 clusters Score -556491.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -556496.312500 Penalty: 2755.294189
	Iteration 59Q: 3 clusters Score -556496.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -556499.312500 Penalty: 2755.294189
	Iteration 60F: 3 clusters Score -556499.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -556502.375000 Penalty: 2755.294189
	Iteration 61Q: 3 clusters Score -556502.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -556503.250000 Penalty: 2755.294189
	Iteration 62Q: 3 clusters Score -556503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -556504.187500 Penalty: 2755.294189
	Iteration 63Q: 3 clusters Score -556504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -556506.625000 Penalty: 2755.294189
	Iteration 64Q: 3 clusters Score -556506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -556507.187500 Penalty: 2755.294189
	Iteration 65Q: 3 clusters Score -556507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -556508.000000 Penalty: 2755.294189
	Iteration 66Q: 3 clusters Score -556508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -556508.625000 Penalty: 2755.294189
	Iteration 67Q: 3 clusters Score -556508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -556509.312500 Penalty: 2755.294189
	Iteration 68Q: 3 clusters Score -556509.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -556509.562500 Penalty: 2755.294189
	Iteration 69Q: 3 clusters Score -556509.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -556512.125000 Penalty: 2755.294189
	Iteration 70Q: 3 clusters Score -556512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -556513.250000 Penalty: 2755.294189
	Iteration 71Q: 3 clusters Score -556513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -556513.625000 Penalty: 2755.294189
	Iteration 72Q: 3 clusters Score -556513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -556514.437500 Penalty: 2755.294189
	Iteration 73Q: 3 clusters Score -556514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -556514.937500 Penalty: 2755.294189
	Iteration 74Q: 3 clusters Score -556514.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -556514.937500 Penalty: 2755.294189
	Iteration 75F: 3 clusters Score -556514.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Entering Unmasked Estep 
Score: -2827524.250000 Penalty: 1631.433472
	Iteration 0F: 2 clusters Score -2827524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2812049.000000 Penalty: 3262.866943
	Iteration 0F: 3 clusters Score -2812049 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2817667.750000 Penalty: 3262.866943
	Iteration 1F: 3 clusters Score -2817668 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2818023.000000 Penalty: 3262.866943
	Iteration 2Q: 3 clusters Score -2818023 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2818360.750000 Penalty: 3262.866943
	Iteration 3Q: 3 clusters Score -2818361 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2818732.000000 Penalty: 3262.866943
	Iteration 4Q: 3 clusters Score -2818732 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2819145.500000 Penalty: 3262.866943
	Iteration 5Q: 3 clusters Score -2819146 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2819677.250000 Penalty: 3262.866943
	Iteration 6Q: 3 clusters Score -2819677 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2820440.250000 Penalty: 3262.866943
	Iteration 7F: 3 clusters Score -2820440 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2821386.000000 Penalty: 3262.866943
	Iteration 8F: 3 clusters Score -2821386 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2822507.000000 Penalty: 3262.866943
	Iteration 9F: 3 clusters Score -2822507 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2823510.750000 Penalty: 3262.866943
	Iteration 10F: 3 clusters Score -2823511 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2824176.250000 Penalty: 3262.866943
	Iteration 11Q: 3 clusters Score -2824176 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2824636.250000 Penalty: 3262.866943
	Iteration 12Q: 3 clusters Score -2824636 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2824962.000000 Penalty: 3262.866943
	Iteration 13Q: 3 clusters Score -2824962 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2825203.250000 Penalty: 3262.866943
	Iteration 14Q: 3 clusters Score -2825203 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2825368.750000 Penalty: 3262.866943
	Iteration 15Q: 3 clusters Score -2825369 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2825509.250000 Penalty: 3262.866943
	Iteration 16Q: 3 clusters Score -2825509 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2825611.000000 Penalty: 3262.866943
	Iteration 17Q: 3 clusters Score -2825611 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2825706.000000 Penalty: 3262.866943
	Iteration 18Q: 3 clusters Score -2825706 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2825783.250000 Penalty: 3262.866943
	Iteration 19Q: 3 clusters Score -2825783 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2825858.750000 Penalty: 3262.866943
	Iteration 20F: 3 clusters Score -2825859 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2825899.750000 Penalty: 3262.866943
	Iteration 21Q: 3 clusters Score -2825900 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2825961.500000 Penalty: 3262.866943
	Iteration 22Q: 3 clusters Score -2825962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2826003.000000 Penalty: 3262.866943
	Iteration 23Q: 3 clusters Score -2826003 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2826055.000000 Penalty: 3262.866943
	Iteration 24Q: 3 clusters Score -2826055 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2826089.000000 Penalty: 3262.866943
	Iteration 25Q: 3 clusters Score -2826089 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2826125.500000 Penalty: 3262.866943
	Iteration 26Q: 3 clusters Score -2826126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2826156.000000 Penalty: 3262.866943
	Iteration 27Q: 3 clusters Score -2826156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2826188.500000 Penalty: 3262.866943
	Iteration 28Q: 3 clusters Score -2826188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2826218.000000 Penalty: 3262.866943
	Iteration 29Q: 3 clusters Score -2826218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2826232.500000 Penalty: 3262.866943
	Iteration 30Q: 3 clusters Score -2826232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2826238.750000 Penalty: 3262.866943
	Iteration 31Q: 3 clusters Score -2826239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2826260.250000 Penalty: 3262.866943
	Iteration 32Q: 3 clusters Score -2826260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2826280.000000 Penalty: 3262.866943
	Iteration 33Q: 3 clusters Score -2826280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2826293.500000 Penalty: 3262.866943
	Iteration 34Q: 3 clusters Score -2826294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2826301.000000 Penalty: 3262.866943
	Iteration 35Q: 3 clusters Score -2826301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2826310.750000 Penalty: 3262.866943
	Iteration 36Q: 3 clusters Score -2826311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2826317.750000 Penalty: 3262.866943
	Iteration 37Q: 3 clusters Score -2826318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2826323.500000 Penalty: 3262.866943
	Iteration 38Q: 3 clusters Score -2826324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2826326.250000 Penalty: 3262.866943
	Iteration 39Q: 3 clusters Score -2826326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2826331.250000 Penalty: 3262.866943
	Iteration 40F: 3 clusters Score -2826331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2826336.500000 Penalty: 3262.866943
	Iteration 41Q: 3 clusters Score -2826336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2826338.750000 Penalty: 3262.866943
	Iteration 42Q: 3 clusters Score -2826339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2826338.750000 Penalty: 3262.866943
	Iteration 43Q: 3 clusters Score -2826339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2826338.500000 Penalty: 3262.866943
	Iteration 44Q: 3 clusters Score -2826338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2826340.750000 Penalty: 3262.866943
	Iteration 45Q: 3 clusters Score -2826341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2826341.250000 Penalty: 3262.866943
	Iteration 46Q: 3 clusters Score -2826341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2826345.250000 Penalty: 3262.866943
	Iteration 47Q: 3 clusters Score -2826345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2826346.250000 Penalty: 3262.866943
	Iteration 48Q: 3 clusters Score -2826346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2826346.250000 Penalty: 3262.866943
	Iteration 49F: 3 clusters Score -2826346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -53649.703125 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -53649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52698.175781 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -52698.18 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52801.316406 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -52801.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52832.648438 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -52832.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52848.050781 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -52848.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52851.468750 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -52851.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52853.925781 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -52853.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52856.039062 Penalty: 1884.705200
	Iteration 6Q: 3 clusters Score -52856.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52856.039062 Penalty: 1884.705200
	Iteration 7F: 3 clusters Score -52856.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Entering Unmasked Estep 
Score: -3756787.750000 Penalty: 1676.166260
	Iteration 0F: 2 clusters Score -3756788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3739044.000000 Penalty: 3352.332520
	Iteration 0F: 3 clusters Score -3739044 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3747057.250000 Penalty: 3352.332520
	Iteration 1F: 3 clusters Score -3747057 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3747722.250000 Penalty: 3352.332520
	Iteration 2F: 3 clusters Score -3747722 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3748486.500000 Penalty: 3352.332520
	Iteration 3F: 3 clusters Score -3748486 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3749348.250000 Penalty: 3352.332520
	Iteration 4F: 3 clusters Score -3749348 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3750502.750000 Penalty: 3352.332520
	Iteration 5F: 3 clusters Score -3750503 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3752054.250000 Penalty: 3352.332520
	Iteration 6F: 3 clusters Score -3752054 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3753485.750000 Penalty: 3352.332520
	Iteration 7F: 3 clusters Score -3753486 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3754484.250000 Penalty: 3352.332520
	Iteration 8Q: 3 clusters Score -3754484 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3755082.500000 Penalty: 3352.332520
	Iteration 9Q: 3 clusters Score -3755082 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3755545.000000 Penalty: 3352.332520
	Iteration 10Q: 3 clusters Score -3755545 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3755675.750000 Penalty: 3352.332520
	Iteration 11Q: 3 clusters Score -3755676 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3755681.500000 Penalty: 3352.332520
	Iteration 12Q: 3 clusters Score -3755682 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3755645.250000 Penalty: 3352.332520
	Iteration 13Q: 3 clusters Score -3755645 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3755540.750000 Penalty: 3352.332520
	Iteration 14Q: 3 clusters Score -3755541 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3755474.750000 Penalty: 3352.332520
	Iteration 15Q: 3 clusters Score -3755475 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3755476.750000 Penalty: 3352.332520
	Iteration 16Q: 3 clusters Score -3755477 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3755497.250000 Penalty: 3352.332520
	Iteration 17Q: 3 clusters Score -3755497 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3755497.500000 Penalty: 3352.332520
	Iteration 18Q: 3 clusters Score -3755498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3755514.250000 Penalty: 3352.332520
	Iteration 19Q: 3 clusters Score -3755514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3755606.500000 Penalty: 3352.332520
	Iteration 20F: 3 clusters Score -3755606 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3755575.750000 Penalty: 3352.332520
	Iteration 21Q: 3 clusters Score -3755576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3755577.000000 Penalty: 3352.332520
	Iteration 22Q: 3 clusters Score -3755577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3755582.750000 Penalty: 3352.332520
	Iteration 23Q: 3 clusters Score -3755583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3755583.500000 Penalty: 3352.332520
	Iteration 24Q: 3 clusters Score -3755584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3755584.750000 Penalty: 3352.332520
	Iteration 25Q: 3 clusters Score -3755585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3755582.000000 Penalty: 3352.332520
	Iteration 26Q: 3 clusters Score -3755582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3755584.000000 Penalty: 3352.332520
	Iteration 27Q: 3 clusters Score -3755584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3755583.000000 Penalty: 3352.332520
	Iteration 28Q: 3 clusters Score -3755583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3755586.500000 Penalty: 3352.332520
	Iteration 29Q: 3 clusters Score -3755586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3755586.000000 Penalty: 3352.332520
	Iteration 30Q: 3 clusters Score -3755586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3755586.000000 Penalty: 3352.332520
	Iteration 31Q: 3 clusters Score -3755586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3755586.000000 Penalty: 3352.332520
	Iteration 32F: 3 clusters Score -3755586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Entering Unmasked Estep 
Score: -4414400.500000 Penalty: 1702.344116
	Iteration 0F: 2 clusters Score -4414400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -4393233.500000 Penalty: 3404.688232
	Iteration 0F: 3 clusters Score -4393234 nChanged 16402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -4402352.500000 Penalty: 3404.688232
	Iteration 1F: 3 clusters Score -4402352 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -4402808.500000 Penalty: 3404.688232
	Iteration 2Q: 3 clusters Score -4402808 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -4403365.000000 Penalty: 3404.688232
	Iteration 3Q: 3 clusters Score -4403365 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4404064.500000 Penalty: 3404.688232
	Iteration 4Q: 3 clusters Score -4404064 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -4405019.000000 Penalty: 3404.688232
	Iteration 5Q: 3 clusters Score -4405019 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -4406119.000000 Penalty: 3404.688232
	Iteration 6F: 3 clusters Score -4406119 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -4407514.500000 Penalty: 3404.688232
	Iteration 7F: 3 clusters Score -4407514 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -4408854.500000 Penalty: 3404.688232
	Iteration 8F: 3 clusters Score -4408854 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -4409918.500000 Penalty: 3404.688232
	Iteration 9Q: 3 clusters Score -4409918 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -4410747.500000 Penalty: 3404.688232
	Iteration 10Q: 3 clusters Score -4410748 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4411200.000000 Penalty: 3404.688232
	Iteration 11Q: 3 clusters Score -4411200 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -4411525.500000 Penalty: 3404.688232
	Iteration 12Q: 3 clusters Score -4411526 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4411721.500000 Penalty: 3404.688232
	Iteration 13Q: 3 clusters Score -4411722 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4411841.000000 Penalty: 3404.688232
	Iteration 14Q: 3 clusters Score -4411841 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4411931.500000 Penalty: 3404.688232
	Iteration 15Q: 3 clusters Score -4411932 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4411981.500000 Penalty: 3404.688232
	Iteration 16Q: 3 clusters Score -4411982 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4412048.000000 Penalty: 3404.688232
	Iteration 17Q: 3 clusters Score -4412048 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4412093.000000 Penalty: 3404.688232
	Iteration 18Q: 3 clusters Score -4412093 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4412117.500000 Penalty: 3404.688232
	Iteration 19Q: 3 clusters Score -4412118 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4412134.000000 Penalty: 3404.688232
	Iteration 20F: 3 clusters Score -4412134 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4412159.000000 Penalty: 3404.688232
	Iteration 21Q: 3 clusters Score -4412159 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4412166.500000 Penalty: 3404.688232
	Iteration 22Q: 3 clusters Score -4412166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4412169.000000 Penalty: 3404.688232
	Iteration 23Q: 3 clusters Score -4412169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4412170.500000 Penalty: 3404.688232
	Iteration 24Q: 3 clusters Score -4412170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4412202.000000 Penalty: 3404.688232
	Iteration 25Q: 3 clusters Score -4412202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4412213.000000 Penalty: 3404.688232
	Iteration 26Q: 3 clusters Score -4412213 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4412240.000000 Penalty: 3404.688232
	Iteration 27Q: 3 clusters Score -4412240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4412252.500000 Penalty: 3404.688232
	Iteration 28Q: 3 clusters Score -4412252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4412260.000000 Penalty: 3404.688232
	Iteration 29Q: 3 clusters Score -4412260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4412272.500000 Penalty: 3404.688232
	Iteration 30Q: 3 clusters Score -4412272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4412289.000000 Penalty: 3404.688232
	Iteration 31Q: 3 clusters Score -4412289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4412310.500000 Penalty: 3404.688232
	Iteration 32Q: 3 clusters Score -4412310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4412328.500000 Penalty: 3404.688232
	Iteration 33Q: 3 clusters Score -4412328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4412346.000000 Penalty: 3404.688232
	Iteration 34Q: 3 clusters Score -4412346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4412361.500000 Penalty: 3404.688232
	Iteration 35Q: 3 clusters Score -4412362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4412379.500000 Penalty: 3404.688232
	Iteration 36Q: 3 clusters Score -4412380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4412375.500000 Penalty: 3404.688232
	Iteration 37Q: 3 clusters Score -4412376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4412380.500000 Penalty: 3404.688232
	Iteration 38Q: 3 clusters Score -4412380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4412421.000000 Penalty: 3404.688232
	Iteration 39Q: 3 clusters Score -4412421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4412436.500000 Penalty: 3404.688232
	Iteration 40F: 3 clusters Score -4412436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4412442.000000 Penalty: 3404.688232
	Iteration 41Q: 3 clusters Score -4412442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4412456.500000 Penalty: 3404.688232
	Iteration 42Q: 3 clusters Score -4412456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4412478.500000 Penalty: 3404.688232
	Iteration 43Q: 3 clusters Score -4412478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4412482.500000 Penalty: 3404.688232
	Iteration 44Q: 3 clusters Score -4412482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4412489.500000 Penalty: 3404.688232
	Iteration 45Q: 3 clusters Score -4412490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4412487.000000 Penalty: 3404.688232
	Iteration 46Q: 3 clusters Score -4412487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4412511.000000 Penalty: 3404.688232
	Iteration 47Q: 3 clusters Score -4412511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4412508.500000 Penalty: 3404.688232
	Iteration 48Q: 3 clusters Score -4412508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4412501.500000 Penalty: 3404.688232
	Iteration 49Q: 3 clusters Score -4412502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4412508.500000 Penalty: 3404.688232
	Iteration 50Q: 3 clusters Score -4412508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4412501.500000 Penalty: 3404.688232
	Iteration 51Q: 3 clusters Score -4412502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4412507.500000 Penalty: 3404.688232
	Iteration 52Q: 3 clusters Score -4412508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4412506.500000 Penalty: 3404.688232
	Iteration 53Q: 3 clusters Score -4412506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4412510.500000 Penalty: 3404.688232
	Iteration 54Q: 3 clusters Score -4412510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4412520.000000 Penalty: 3404.688232
	Iteration 55Q: 3 clusters Score -4412520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4412522.500000 Penalty: 3404.688232
	Iteration 56Q: 3 clusters Score -4412522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4412522.500000 Penalty: 3404.688232
	Iteration 57Q: 3 clusters Score -4412522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4412523.000000 Penalty: 3404.688232
	Iteration 58Q: 3 clusters Score -4412523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4412530.500000 Penalty: 3404.688232
	Iteration 59Q: 3 clusters Score -4412530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4412533.000000 Penalty: 3404.688232
	Iteration 60F: 3 clusters Score -4412533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4412535.000000 Penalty: 3404.688232
	Iteration 61Q: 3 clusters Score -4412535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4412538.500000 Penalty: 3404.688232
	Iteration 62Q: 3 clusters Score -4412538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4412539.000000 Penalty: 3404.688232
	Iteration 63Q: 3 clusters Score -4412539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4412537.500000 Penalty: 3404.688232
	Iteration 64Q: 3 clusters Score -4412538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4412533.500000 Penalty: 3404.688232
	Iteration 65Q: 3 clusters Score -4412534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4412528.500000 Penalty: 3404.688232
	Iteration 66Q: 3 clusters Score -4412528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4412532.500000 Penalty: 3404.688232
	Iteration 67Q: 3 clusters Score -4412532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4412535.500000 Penalty: 3404.688232
	Iteration 68Q: 3 clusters Score -4412536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4412540.000000 Penalty: 3404.688232
	Iteration 69Q: 3 clusters Score -4412540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4412543.500000 Penalty: 3404.688232
	Iteration 70Q: 3 clusters Score -4412544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4412544.500000 Penalty: 3404.688232
	Iteration 71Q: 3 clusters Score -4412544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4412544.500000 Penalty: 3404.688232
	Iteration 72F: 3 clusters Score -4412544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Entering Unmasked Estep 
Score: -2279175.250000 Penalty: 1600.587769
	Iteration 0F: 2 clusters Score -2279175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2266162.250000 Penalty: 3201.175537
	Iteration 0F: 3 clusters Score -2266162 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2270886.500000 Penalty: 3201.175537
	Iteration 1F: 3 clusters Score -2270886 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2271195.250000 Penalty: 3201.175537
	Iteration 2Q: 3 clusters Score -2271195 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2271447.000000 Penalty: 3201.175537
	Iteration 3Q: 3 clusters Score -2271447 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2271704.250000 Penalty: 3201.175537
	Iteration 4Q: 3 clusters Score -2271704 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2271997.750000 Penalty: 3201.175537
	Iteration 5Q: 3 clusters Score -2271998 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2272388.000000 Penalty: 3201.175537
	Iteration 6Q: 3 clusters Score -2272388 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2272939.000000 Penalty: 3201.175537
	Iteration 7Q: 3 clusters Score -2272939 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2273553.750000 Penalty: 3201.175537
	Iteration 8F: 3 clusters Score -2273554 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2274124.500000 Penalty: 3201.175537
	Iteration 9F: 3 clusters Score -2274124 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2274660.500000 Penalty: 3201.175537
	Iteration 10Q: 3 clusters Score -2274660 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2275092.750000 Penalty: 3201.175537
	Iteration 11Q: 3 clusters Score -2275093 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2275483.000000 Penalty: 3201.175537
	Iteration 12Q: 3 clusters Score -2275483 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2275874.250000 Penalty: 3201.175537
	Iteration 13Q: 3 clusters Score -2275874 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2276265.000000 Penalty: 3201.175537
	Iteration 14Q: 3 clusters Score -2276265 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2276629.500000 Penalty: 3201.175537
	Iteration 15Q: 3 clusters Score -2276630 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2276948.500000 Penalty: 3201.175537
	Iteration 16Q: 3 clusters Score -2276948 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2277171.000000 Penalty: 3201.175537
	Iteration 17Q: 3 clusters Score -2277171 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2277341.500000 Penalty: 3201.175537
	Iteration 18Q: 3 clusters Score -2277342 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2277466.000000 Penalty: 3201.175537
	Iteration 19Q: 3 clusters Score -2277466 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2277552.750000 Penalty: 3201.175537
	Iteration 20F: 3 clusters Score -2277553 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2277611.500000 Penalty: 3201.175537
	Iteration 21Q: 3 clusters Score -2277612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2277667.250000 Penalty: 3201.175537
	Iteration 22Q: 3 clusters Score -2277667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2277701.500000 Penalty: 3201.175537
	Iteration 23Q: 3 clusters Score -2277702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2277712.500000 Penalty: 3201.175537
	Iteration 24Q: 3 clusters Score -2277712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2277732.250000 Penalty: 3201.175537
	Iteration 25Q: 3 clusters Score -2277732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2277741.500000 Penalty: 3201.175537
	Iteration 26Q: 3 clusters Score -2277742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2277745.750000 Penalty: 3201.175537
	Iteration 27Q: 3 clusters Score -2277746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2277745.500000 Penalty: 3201.175537
	Iteration 28Q: 3 clusters Score -2277746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2277750.750000 Penalty: 3201.175537
	Iteration 29Q: 3 clusters Score -2277751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2277757.250000 Penalty: 3201.175537
	Iteration 30Q: 3 clusters Score -2277757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2277761.000000 Penalty: 3201.175537
	Iteration 31Q: 3 clusters Score -2277761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2277760.000000 Penalty: 3201.175537
	Iteration 32Q: 3 clusters Score -2277760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2277762.250000 Penalty: 3201.175537
	Iteration 33Q: 3 clusters Score -2277762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2277762.250000 Penalty: 3201.175537
	Iteration 34F: 3 clusters Score -2277762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -15926.824219 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -15926.82 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: -15293.257812 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -15293.26 nChanged 14
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: -15329.358398 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -15329.36 nChanged 3
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: -15341.700195 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -15341.7 nChanged 0
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: -15341.700195 Penalty: 1632.761108
	Iteration 3F: 3 clusters Score -15341.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Entering Unmasked Estep 
Score: -1575998.250000 Penalty: 1536.108032
	Iteration 0F: 2 clusters Score -1575998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1567129.500000 Penalty: 3072.216064
	Iteration 0F: 3 clusters Score -1567130 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1569930.250000 Penalty: 3072.216064
	Iteration 1F: 3 clusters Score -1569930 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1570179.250000 Penalty: 3072.216064
	Iteration 2F: 3 clusters Score -1570179 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1570396.000000 Penalty: 3072.216064
	Iteration 3Q: 3 clusters Score -1570396 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1570586.250000 Penalty: 3072.216064
	Iteration 4Q: 3 clusters Score -1570586 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1570770.250000 Penalty: 3072.216064
	Iteration 5Q: 3 clusters Score -1570770 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1570943.750000 Penalty: 3072.216064
	Iteration 6Q: 3 clusters Score -1570944 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1571158.625000 Penalty: 3072.216064
	Iteration 7Q: 3 clusters Score -1571159 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1571395.250000 Penalty: 3072.216064
	Iteration 8Q: 3 clusters Score -1571395 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1571687.625000 Penalty: 3072.216064
	Iteration 9Q: 3 clusters Score -1571688 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1572059.125000 Penalty: 3072.216064
	Iteration 10Q: 3 clusters Score -1572059 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1572570.875000 Penalty: 3072.216064
	Iteration 11F: 3 clusters Score -1572571 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1573126.500000 Penalty: 3072.216064
	Iteration 12F: 3 clusters Score -1573126 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1573713.875000 Penalty: 3072.216064
	Iteration 13F: 3 clusters Score -1573714 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1574122.000000 Penalty: 3072.216064
	Iteration 14Q: 3 clusters Score -1574122 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1574325.500000 Penalty: 3072.216064
	Iteration 15Q: 3 clusters Score -1574326 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1574444.000000 Penalty: 3072.216064
	Iteration 16Q: 3 clusters Score -1574444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1574505.875000 Penalty: 3072.216064
	Iteration 17Q: 3 clusters Score -1574506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1574553.250000 Penalty: 3072.216064
	Iteration 18Q: 3 clusters Score -1574553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1574570.750000 Penalty: 3072.216064
	Iteration 19Q: 3 clusters Score -1574571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1574588.125000 Penalty: 3072.216064
	Iteration 20F: 3 clusters Score -1574588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1574594.125000 Penalty: 3072.216064
	Iteration 21Q: 3 clusters Score -1574594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1574600.250000 Penalty: 3072.216064
	Iteration 22Q: 3 clusters Score -1574600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1574600.500000 Penalty: 3072.216064
	Iteration 23Q: 3 clusters Score -1574600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1574604.750000 Penalty: 3072.216064
	Iteration 24Q: 3 clusters Score -1574605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1574613.375000 Penalty: 3072.216064
	Iteration 25Q: 3 clusters Score -1574613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1574617.500000 Penalty: 3072.216064
	Iteration 26Q: 3 clusters Score -1574618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1574621.875000 Penalty: 3072.216064
	Iteration 27Q: 3 clusters Score -1574622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1574624.250000 Penalty: 3072.216064
	Iteration 28Q: 3 clusters Score -1574624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1574625.250000 Penalty: 3072.216064
	Iteration 29Q: 3 clusters Score -1574625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1574626.750000 Penalty: 3072.216064
	Iteration 30Q: 3 clusters Score -1574627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1574629.875000 Penalty: 3072.216064
	Iteration 31Q: 3 clusters Score -1574630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1574630.375000 Penalty: 3072.216064
	Iteration 32Q: 3 clusters Score -1574630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1574630.375000 Penalty: 3072.216064
	Iteration 33F: 3 clusters Score -1574630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Entering Unmasked Estep 
Score: -2730230.750000 Penalty: 1627.340332
	Iteration 0F: 2 clusters Score -2730231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2715137.000000 Penalty: 3254.680664
	Iteration 0F: 3 clusters Score -2715137 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2720667.000000 Penalty: 3254.680664
	Iteration 1F: 3 clusters Score -2720667 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2721033.000000 Penalty: 3254.680664
	Iteration 2Q: 3 clusters Score -2721033 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2721310.500000 Penalty: 3254.680664
	Iteration 3Q: 3 clusters Score -2721310 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2721586.250000 Penalty: 3254.680664
	Iteration 4Q: 3 clusters Score -2721586 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2721868.500000 Penalty: 3254.680664
	Iteration 5Q: 3 clusters Score -2721868 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2722190.500000 Penalty: 3254.680664
	Iteration 6Q: 3 clusters Score -2722190 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2722677.000000 Penalty: 3254.680664
	Iteration 7Q: 3 clusters Score -2722677 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2723337.000000 Penalty: 3254.680664
	Iteration 8Q: 3 clusters Score -2723337 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2724164.000000 Penalty: 3254.680664
	Iteration 9F: 3 clusters Score -2724164 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2724994.750000 Penalty: 3254.680664
	Iteration 10F: 3 clusters Score -2724995 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2725726.250000 Penalty: 3254.680664
	Iteration 11Q: 3 clusters Score -2725726 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2726311.250000 Penalty: 3254.680664
	Iteration 12Q: 3 clusters Score -2726311 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2726707.750000 Penalty: 3254.680664
	Iteration 13Q: 3 clusters Score -2726708 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2727020.000000 Penalty: 3254.680664
	Iteration 14Q: 3 clusters Score -2727020 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2727255.000000 Penalty: 3254.680664
	Iteration 15Q: 3 clusters Score -2727255 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2727467.750000 Penalty: 3254.680664
	Iteration 16Q: 3 clusters Score -2727468 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2727654.750000 Penalty: 3254.680664
	Iteration 17Q: 3 clusters Score -2727655 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2727843.000000 Penalty: 3254.680664
	Iteration 18Q: 3 clusters Score -2727843 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2728030.500000 Penalty: 3254.680664
	Iteration 19Q: 3 clusters Score -2728030 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2728193.750000 Penalty: 3254.680664
	Iteration 20F: 3 clusters Score -2728194 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2728311.500000 Penalty: 3254.680664
	Iteration 21Q: 3 clusters Score -2728312 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2728374.500000 Penalty: 3254.680664
	Iteration 22Q: 3 clusters Score -2728374 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2728454.000000 Penalty: 3254.680664
	Iteration 23Q: 3 clusters Score -2728454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2728510.750000 Penalty: 3254.680664
	Iteration 24Q: 3 clusters Score -2728511 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2728567.500000 Penalty: 3254.680664
	Iteration 25Q: 3 clusters Score -2728568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2728609.500000 Penalty: 3254.680664
	Iteration 26Q: 3 clusters Score -2728610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2728646.500000 Penalty: 3254.680664
	Iteration 27Q: 3 clusters Score -2728646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2728671.500000 Penalty: 3254.680664
	Iteration 28Q: 3 clusters Score -2728672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2728700.750000 Penalty: 3254.680664
	Iteration 29Q: 3 clusters Score -2728701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2728732.750000 Penalty: 3254.680664
	Iteration 30Q: 3 clusters Score -2728733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2728749.250000 Penalty: 3254.680664
	Iteration 31Q: 3 clusters Score -2728749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2728769.500000 Penalty: 3254.680664
	Iteration 32Q: 3 clusters Score -2728770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2728781.750000 Penalty: 3254.680664
	Iteration 33Q: 3 clusters Score -2728782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2728799.500000 Penalty: 3254.680664
	Iteration 34Q: 3 clusters Score -2728800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2728804.000000 Penalty: 3254.680664
	Iteration 35Q: 3 clusters Score -2728804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2728813.500000 Penalty: 3254.680664
	Iteration 36Q: 3 clusters Score -2728814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2728819.750000 Penalty: 3254.680664
	Iteration 37Q: 3 clusters Score -2728820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2728820.000000 Penalty: 3254.680664
	Iteration 38Q: 3 clusters Score -2728820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2728824.500000 Penalty: 3254.680664
	Iteration 39Q: 3 clusters Score -2728824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2728829.250000 Penalty: 3254.680664
	Iteration 40F: 3 clusters Score -2728829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2728832.000000 Penalty: 3254.680664
	Iteration 41Q: 3 clusters Score -2728832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2728839.000000 Penalty: 3254.680664
	Iteration 42Q: 3 clusters Score -2728839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2728838.250000 Penalty: 3254.680664
	Iteration 43Q: 3 clusters Score -2728838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2728838.250000 Penalty: 3254.680664
	Iteration 44F: 3 clusters Score -2728838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Entering Unmasked Estep 
Score: -2962460.750000 Penalty: 1641.463501
	Iteration 0F: 2 clusters Score -2962461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2946090.750000 Penalty: 3282.927002
	Iteration 0F: 3 clusters Score -2946091 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2952352.250000 Penalty: 3282.927002
	Iteration 1F: 3 clusters Score -2952352 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2952798.000000 Penalty: 3282.927002
	Iteration 2F: 3 clusters Score -2952798 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2953258.750000 Penalty: 3282.927002
	Iteration 3Q: 3 clusters Score -2953259 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2953731.000000 Penalty: 3282.927002
	Iteration 4Q: 3 clusters Score -2953731 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2954203.250000 Penalty: 3282.927002
	Iteration 5Q: 3 clusters Score -2954203 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2954758.250000 Penalty: 3282.927002
	Iteration 6Q: 3 clusters Score -2954758 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2955499.000000 Penalty: 3282.927002
	Iteration 7Q: 3 clusters Score -2955499 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2956325.000000 Penalty: 3282.927002
	Iteration 8F: 3 clusters Score -2956325 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2957003.750000 Penalty: 3282.927002
	Iteration 9Q: 3 clusters Score -2957004 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2957394.500000 Penalty: 3282.927002
	Iteration 10Q: 3 clusters Score -2957394 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2957614.500000 Penalty: 3282.927002
	Iteration 11Q: 3 clusters Score -2957614 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2957756.250000 Penalty: 3282.927002
	Iteration 12Q: 3 clusters Score -2957756 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2957840.500000 Penalty: 3282.927002
	Iteration 13Q: 3 clusters Score -2957840 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2957914.750000 Penalty: 3282.927002
	Iteration 14Q: 3 clusters Score -2957915 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2957980.000000 Penalty: 3282.927002
	Iteration 15Q: 3 clusters Score -2957980 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2958042.000000 Penalty: 3282.927002
	Iteration 16Q: 3 clusters Score -2958042 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2958095.250000 Penalty: 3282.927002
	Iteration 17Q: 3 clusters Score -2958095 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2958157.000000 Penalty: 3282.927002
	Iteration 18Q: 3 clusters Score -2958157 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2958183.250000 Penalty: 3282.927002
	Iteration 19Q: 3 clusters Score -2958183 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2958225.750000 Penalty: 3282.927002
	Iteration 20F: 3 clusters Score -2958226 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2958284.250000 Penalty: 3282.927002
	Iteration 21Q: 3 clusters Score -2958284 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2958342.000000 Penalty: 3282.927002
	Iteration 22Q: 3 clusters Score -2958342 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2958401.750000 Penalty: 3282.927002
	Iteration 23Q: 3 clusters Score -2958402 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2958452.750000 Penalty: 3282.927002
	Iteration 24Q: 3 clusters Score -2958453 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2958478.250000 Penalty: 3282.927002
	Iteration 25Q: 3 clusters Score -2958478 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2958536.250000 Penalty: 3282.927002
	Iteration 26Q: 3 clusters Score -2958536 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2958574.250000 Penalty: 3282.927002
	Iteration 27Q: 3 clusters Score -2958574 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2958623.750000 Penalty: 3282.927002
	Iteration 28Q: 3 clusters Score -2958624 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2958692.750000 Penalty: 3282.927002
	Iteration 29Q: 3 clusters Score -2958693 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2958745.250000 Penalty: 3282.927002
	Iteration 30Q: 3 clusters Score -2958745 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2958799.000000 Penalty: 3282.927002
	Iteration 31Q: 3 clusters Score -2958799 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2958858.750000 Penalty: 3282.927002
	Iteration 32Q: 3 clusters Score -2958859 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2958898.000000 Penalty: 3282.927002
	Iteration 33Q: 3 clusters Score -2958898 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2958948.250000 Penalty: 3282.927002
	Iteration 34Q: 3 clusters Score -2958948 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2959023.000000 Penalty: 3282.927002
	Iteration 35Q: 3 clusters Score -2959023 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2959089.250000 Penalty: 3282.927002
	Iteration 36Q: 3 clusters Score -2959089 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2959174.250000 Penalty: 3282.927002
	Iteration 37Q: 3 clusters Score -2959174 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2959249.500000 Penalty: 3282.927002
	Iteration 38Q: 3 clusters Score -2959250 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2959336.000000 Penalty: 3282.927002
	Iteration 39Q: 3 clusters Score -2959336 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2959425.500000 Penalty: 3282.927002
	Iteration 40F: 3 clusters Score -2959426 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2959547.750000 Penalty: 3282.927002
	Iteration 41Q: 3 clusters Score -2959548 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2959666.750000 Penalty: 3282.927002
	Iteration 42Q: 3 clusters Score -2959667 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2959785.250000 Penalty: 3282.927002
	Iteration 43Q: 3 clusters Score -2959785 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2959871.250000 Penalty: 3282.927002
	Iteration 44Q: 3 clusters Score -2959871 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2959981.750000 Penalty: 3282.927002
	Iteration 45Q: 3 clusters Score -2959982 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2960078.750000 Penalty: 3282.927002
	Iteration 46Q: 3 clusters Score -2960079 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2960193.250000 Penalty: 3282.927002
	Iteration 47Q: 3 clusters Score -2960193 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2960268.500000 Penalty: 3282.927002
	Iteration 48Q: 3 clusters Score -2960268 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2960364.250000 Penalty: 3282.927002
	Iteration 49Q: 3 clusters Score -2960364 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2960457.750000 Penalty: 3282.927002
	Iteration 50Q: 3 clusters Score -2960458 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2960534.250000 Penalty: 3282.927002
	Iteration 51Q: 3 clusters Score -2960534 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2960626.500000 Penalty: 3282.927002
	Iteration 52Q: 3 clusters Score -2960626 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -2960734.500000 Penalty: 3282.927002
	Iteration 53Q: 3 clusters Score -2960734 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2960808.250000 Penalty: 3282.927002
	Iteration 54Q: 3 clusters Score -2960808 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2960866.250000 Penalty: 3282.927002
	Iteration 55Q: 3 clusters Score -2960866 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2960906.000000 Penalty: 3282.927002
	Iteration 56Q: 3 clusters Score -2960906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2960940.750000 Penalty: 3282.927002
	Iteration 57Q: 3 clusters Score -2960941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2960964.000000 Penalty: 3282.927002
	Iteration 58Q: 3 clusters Score -2960964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2960993.750000 Penalty: 3282.927002
	Iteration 59Q: 3 clusters Score -2960994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2961013.250000 Penalty: 3282.927002
	Iteration 60F: 3 clusters Score -2961013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2961032.500000 Penalty: 3282.927002
	Iteration 61Q: 3 clusters Score -2961032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -2961046.250000 Penalty: 3282.927002
	Iteration 62Q: 3 clusters Score -2961046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -2961051.250000 Penalty: 3282.927002
	Iteration 63Q: 3 clusters Score -2961051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2961068.750000 Penalty: 3282.927002
	Iteration 64Q: 3 clusters Score -2961069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2961075.000000 Penalty: 3282.927002
	Iteration 65Q: 3 clusters Score -2961075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2961081.750000 Penalty: 3282.927002
	Iteration 66Q: 3 clusters Score -2961082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2961092.250000 Penalty: 3282.927002
	Iteration 67Q: 3 clusters Score -2961092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -2961097.750000 Penalty: 3282.927002
	Iteration 68Q: 3 clusters Score -2961098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2961102.000000 Penalty: 3282.927002
	Iteration 69Q: 3 clusters Score -2961102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2961099.250000 Penalty: 3282.927002
	Iteration 70Q: 3 clusters Score -2961099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2961107.000000 Penalty: 3282.927002
	Iteration 71Q: 3 clusters Score -2961107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -2961105.750000 Penalty: 3282.927002
	Iteration 72Q: 3 clusters Score -2961106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2961113.500000 Penalty: 3282.927002
	Iteration 73Q: 3 clusters Score -2961114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -2961115.000000 Penalty: 3282.927002
	Iteration 74Q: 3 clusters Score -2961115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2961125.250000 Penalty: 3282.927002
	Iteration 75Q: 3 clusters Score -2961125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2961129.250000 Penalty: 3282.927002
	Iteration 76Q: 3 clusters Score -2961129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2961130.500000 Penalty: 3282.927002
	Iteration 77Q: 3 clusters Score -2961130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -2961129.750000 Penalty: 3282.927002
	Iteration 78Q: 3 clusters Score -2961130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2961126.500000 Penalty: 3282.927002
	Iteration 79Q: 3 clusters Score -2961126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2961130.250000 Penalty: 3282.927002
	Iteration 80F: 3 clusters Score -2961130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -2961130.000000 Penalty: 3282.927002
	Iteration 81Q: 3 clusters Score -2961130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -2961130.000000 Penalty: 3282.927002
	Iteration 82F: 3 clusters Score -2961130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -199941.640625 Penalty: 1211.203735
	Iteration 0F: 2 clusters Score -199941.6 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 884 members 
Entering Unmasked Estep 
Score: -198025.343750 Penalty: 2422.407471
	Iteration 0F: 3 clusters Score -198025.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -198429.968750 Penalty: 2422.407471
	Iteration 1F: 3 clusters Score -198430 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -198550.734375 Penalty: 2422.407471
	Iteration 2F: 3 clusters Score -198550.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -198630.171875 Penalty: 2422.407471
	Iteration 3F: 3 clusters Score -198630.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -198706.906250 Penalty: 2422.407471
	Iteration 4Q: 3 clusters Score -198706.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -198757.109375 Penalty: 2422.407471
	Iteration 5Q: 3 clusters Score -198757.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -198799.156250 Penalty: 2422.407471
	Iteration 6Q: 3 clusters Score -198799.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -198842.796875 Penalty: 2422.407471
	Iteration 7Q: 3 clusters Score -198842.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -198876.375000 Penalty: 2422.407471
	Iteration 8Q: 3 clusters Score -198876.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -198915.828125 Penalty: 2422.407471
	Iteration 9Q: 3 clusters Score -198915.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -198938.125000 Penalty: 2422.407471
	Iteration 10Q: 3 clusters Score -198938.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -198964.437500 Penalty: 2422.407471
	Iteration 11Q: 3 clusters Score -198964.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -198987.609375 Penalty: 2422.407471
	Iteration 12Q: 3 clusters Score -198987.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -199006.343750 Penalty: 2422.407471
	Iteration 13Q: 3 clusters Score -199006.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -199020.953125 Penalty: 2422.407471
	Iteration 14Q: 3 clusters Score -199021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -199030.421875 Penalty: 2422.407471
	Iteration 15Q: 3 clusters Score -199030.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -199036.953125 Penalty: 2422.407471
	Iteration 16Q: 3 clusters Score -199037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -199044.546875 Penalty: 2422.407471
	Iteration 17Q: 3 clusters Score -199044.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -199048.359375 Penalty: 2422.407471
	Iteration 18Q: 3 clusters Score -199048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -199052.218750 Penalty: 2422.407471
	Iteration 19Q: 3 clusters Score -199052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -199054.140625 Penalty: 2422.407471
	Iteration 20F: 3 clusters Score -199054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -199054.578125 Penalty: 2422.407471
	Iteration 21Q: 3 clusters Score -199054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -199055.031250 Penalty: 2422.407471
	Iteration 22Q: 3 clusters Score -199055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -199055.031250 Penalty: 2422.407471
	Iteration 23F: 3 clusters Score -199055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Entering Unmasked Estep 
Score: -1259773.375000 Penalty: 1501.483643
	Iteration 0F: 2 clusters Score -1259773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1252404.500000 Penalty: 3002.967285
	Iteration 0F: 3 clusters Score -1252404 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1254881.250000 Penalty: 3002.967285
	Iteration 1F: 3 clusters Score -1254881 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1255180.125000 Penalty: 3002.967285
	Iteration 2F: 3 clusters Score -1255180 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1255405.250000 Penalty: 3002.967285
	Iteration 3F: 3 clusters Score -1255405 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1255639.625000 Penalty: 3002.967285
	Iteration 4Q: 3 clusters Score -1255640 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1255891.375000 Penalty: 3002.967285
	Iteration 5Q: 3 clusters Score -1255891 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1256180.000000 Penalty: 3002.967285
	Iteration 6Q: 3 clusters Score -1256180 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1256504.625000 Penalty: 3002.967285
	Iteration 7Q: 3 clusters Score -1256505 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1256880.250000 Penalty: 3002.967285
	Iteration 8Q: 3 clusters Score -1256880 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1257243.750000 Penalty: 3002.967285
	Iteration 9Q: 3 clusters Score -1257244 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1257526.500000 Penalty: 3002.967285
	Iteration 10Q: 3 clusters Score -1257526 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1257723.625000 Penalty: 3002.967285
	Iteration 11Q: 3 clusters Score -1257724 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1257867.500000 Penalty: 3002.967285
	Iteration 12Q: 3 clusters Score -1257868 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1257968.500000 Penalty: 3002.967285
	Iteration 13Q: 3 clusters Score -1257968 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1258038.125000 Penalty: 3002.967285
	Iteration 14Q: 3 clusters Score -1258038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1258097.250000 Penalty: 3002.967285
	Iteration 15Q: 3 clusters Score -1258097 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1258156.500000 Penalty: 3002.967285
	Iteration 16Q: 3 clusters Score -1258156 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1258210.625000 Penalty: 3002.967285
	Iteration 17Q: 3 clusters Score -1258211 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1258257.250000 Penalty: 3002.967285
	Iteration 18Q: 3 clusters Score -1258257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1258287.875000 Penalty: 3002.967285
	Iteration 19Q: 3 clusters Score -1258288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1258313.750000 Penalty: 3002.967285
	Iteration 20F: 3 clusters Score -1258314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1258331.750000 Penalty: 3002.967285
	Iteration 21Q: 3 clusters Score -1258332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1258347.375000 Penalty: 3002.967285
	Iteration 22Q: 3 clusters Score -1258347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1258364.875000 Penalty: 3002.967285
	Iteration 23Q: 3 clusters Score -1258365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1258389.125000 Penalty: 3002.967285
	Iteration 24Q: 3 clusters Score -1258389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1258409.875000 Penalty: 3002.967285
	Iteration 25Q: 3 clusters Score -1258410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1258426.250000 Penalty: 3002.967285
	Iteration 26Q: 3 clusters Score -1258426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1258446.625000 Penalty: 3002.967285
	Iteration 27Q: 3 clusters Score -1258447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1258453.000000 Penalty: 3002.967285
	Iteration 28Q: 3 clusters Score -1258453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1258463.000000 Penalty: 3002.967285
	Iteration 29Q: 3 clusters Score -1258463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1258469.125000 Penalty: 3002.967285
	Iteration 30Q: 3 clusters Score -1258469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1258472.500000 Penalty: 3002.967285
	Iteration 31Q: 3 clusters Score -1258472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1258479.500000 Penalty: 3002.967285
	Iteration 32Q: 3 clusters Score -1258480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1258479.250000 Penalty: 3002.967285
	Iteration 33Q: 3 clusters Score -1258479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1258484.125000 Penalty: 3002.967285
	Iteration 34Q: 3 clusters Score -1258484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1258487.875000 Penalty: 3002.967285
	Iteration 35Q: 3 clusters Score -1258488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1258487.875000 Penalty: 3002.967285
	Iteration 36Q: 3 clusters Score -1258488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1258488.000000 Penalty: 3002.967285
	Iteration 37Q: 3 clusters Score -1258488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1258487.750000 Penalty: 3002.967285
	Iteration 38Q: 3 clusters Score -1258488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1258487.000000 Penalty: 3002.967285
	Iteration 39Q: 3 clusters Score -1258487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1258489.625000 Penalty: 3002.967285
	Iteration 40F: 3 clusters Score -1258490 nChanged 0
--- Evaluating fit on full set of 659042 points ---
Entering Unmasked Estep 
Score: -79362152.000000 Penalty: 30481.683594
21->15 Clusters: Score -79362152.000000, best is -79362744.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 219680 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10497 members 
Mstep: Class 3 contains 10557 members 
Mstep: Class 4 contains 10436 members 
Mstep: Class 5 contains 10302 members 
Mstep: Class 6 contains 10486 members 
Mstep: Class 7 contains 10465 members 
Mstep: Class 8 contains 10456 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 10502 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 12 contains 10573 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 10561 members 
Mstep: Class 15 contains 10446 members 
Mstep: Class 16 contains 10299 members 
Mstep: Class 17 contains 10480 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 10686 members 
Mstep: Class 20 contains 10417 members 
Mstep: Class 21 contains 10473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 17.440529 but Gain 1998.738281
Score: -25510938.000000 Penalty: 39974.761719
Iteration 0F: 21 clusters Score -2.551094e+07 nChanged 208076
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2759 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 28188 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 3314 members 
Mstep: Class 8 contains 17960 members 
Mstep: Class 9 contains 31315 members 
Mstep: Class 11 contains 1680 members 
Mstep: Class 12 contains 13032 members 
Mstep: Class 13 contains 184 members 
Mstep: Class 14 contains 5384 members 
Mstep: Class 15 contains 6996 members 
Mstep: Class 16 contains 801 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 19231 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 72890 members 
Mstep: Class 21 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 263.566010 but Gain 1998.738281
Score: -26157702.000000 Penalty: 37976.023438
Iteration 1F: 20 clusters Score -2.61577e+07 nChanged 62991
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3969 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 38678 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 7 contains 1629 members 
Mstep: Class 8 contains 18403 members 
Mstep: Class 9 contains 30452 members 
Mstep: Class 11 contains 598 members 
Mstep: Class 12 contains 13579 members 
Mstep: Class 14 contains 3451 members 
Mstep: Class 15 contains 4121 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 4094 members 
Mstep: Class 18 contains 21888 members 
Mstep: Class 19 contains 2174 members 
Mstep: Class 20 contains 72765 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 382.583740 but Gain 1998.738281
Score: -26231748.000000 Penalty: 35977.285156
Iteration 2F: 19 clusters Score -2.623175e+07 nChanged 44572
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4861 members 
Mstep: Class 4 contains 250 members 
Mstep: Class 5 contains 47159 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 18493 members 
Mstep: Class 9 contains 31167 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 2746 members 
Mstep: Class 16 contains 749 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 26885 members 
Mstep: Class 19 contains 1274 members 
Mstep: Class 20 contains 60542 members 
Mstep: Class 21 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 607.808716 but Gain 1998.738281
Score: -26266528.000000 Penalty: 33978.546875
Iteration 3F: 18 clusters Score -2.626653e+07 nChanged 39919
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 5 contains 44329 members 
Mstep: Class 6 contains 359 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 18547 members 
Mstep: Class 9 contains 34034 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 17589 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 35585 members 
Mstep: Class 19 contains 876 members 
Mstep: Class 20 contains 50232 members 
Mstep: Class 21 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 630.418091 but Gain 1998.738281
Score: -26303430.000000 Penalty: 31979.808594
Iteration 4F: 17 clusters Score -2.630343e+07 nChanged 34321
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 5 contains 39941 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 17579 members 
Mstep: Class 9 contains 34472 members 
Mstep: Class 11 contains 2977 members 
Mstep: Class 12 contains 19664 members 
Mstep: Class 14 contains 2756 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 1145 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 46355 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 41835 members 
Mstep: Class 21 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 650.611023 but Gain 1998.736328
Score: -26325206.000000 Penalty: 29981.072266
Iteration 5F: 16 clusters Score -2.632521e+07 nChanged 32190
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6624 members 
Mstep: Class 5 contains 36772 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 17294 members 
Mstep: Class 9 contains 33246 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 21973 members 
Mstep: Class 14 contains 2552 members 
Mstep: Class 15 contains 1451 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 1995 members 
Mstep: Class 18 contains 51795 members 
Mstep: Class 20 contains 38090 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 771.225098 but Gain 1998.738281
Score: -26343274.000000 Penalty: 27982.333984
Iteration 6F: 15 clusters Score -2.634327e+07 nChanged 24258
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 6913 members 
Mstep: Class 5 contains 36595 members 
Mstep: Class 7 contains 764 members 
Mstep: Class 8 contains 17177 members 
Mstep: Class 9 contains 32495 members 
Mstep: Class 11 contains 6760 members 
Mstep: Class 12 contains 23974 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1232 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 51132 members 
Mstep: Class 20 contains 37106 members 
Mstep: Class 21 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1244.486938 but Gain 1998.738281
Score: -26359670.000000 Penalty: 25983.595703
Iteration 7F: 14 clusters Score -2.635967e+07 nChanged 18859
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 7320 members 
Mstep: Class 5 contains 36696 members 
Mstep: Class 8 contains 17176 members 
Mstep: Class 9 contains 31769 members 
Mstep: Class 11 contains 8633 members 
Mstep: Class 12 contains 26039 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 707 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 1254 members 
Mstep: Class 18 contains 49766 members 
Mstep: Class 20 contains 36198 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26371882.000000 Penalty: 25983.595703
Iteration 8F: 14 clusters Score -2.637188e+07 nChanged 15336
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 7554 members 
Mstep: Class 5 contains 36046 members 
Mstep: Class 8 contains 17458 members 
Mstep: Class 9 contains 30634 members 
Mstep: Class 11 contains 10568 members 
Mstep: Class 12 contains 28552 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 1244 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 48975 members 
Mstep: Class 20 contains 34363 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26381588.000000 Penalty: 25983.595703
Iteration 9F: 14 clusters Score -2.638159e+07 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 7709 members 
Mstep: Class 5 contains 34700 members 
Mstep: Class 8 contains 17967 members 
Mstep: Class 9 contains 29729 members 
Mstep: Class 11 contains 12586 members 
Mstep: Class 12 contains 31534 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 1242 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 48367 members 
Mstep: Class 20 contains 31986 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26389360.000000 Penalty: 25983.595703
Iteration 10F: 14 clusters Score -2.638936e+07 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 7747 members 
Mstep: Class 5 contains 33062 members 
Mstep: Class 8 contains 18556 members 
Mstep: Class 9 contains 29055 members 
Mstep: Class 11 contains 14391 members 
Mstep: Class 12 contains 35020 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 157 members 
Mstep: Class 16 contains 1243 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 47649 members 
Mstep: Class 20 contains 29350 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26396100.000000 Penalty: 25983.595703
Iteration 11F: 14 clusters Score -2.63961e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 7723 members 
Mstep: Class 5 contains 31491 members 
Mstep: Class 8 contains 19310 members 
Mstep: Class 9 contains 28573 members 
Mstep: Class 11 contains 16054 members 
Mstep: Class 12 contains 38144 members 
Mstep: Class 14 contains 2427 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 16 contains 1247 members 
Mstep: Class 17 contains 433 members 
Mstep: Class 18 contains 46947 members 
Mstep: Class 20 contains 26737 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26401250.000000 Penalty: 25983.595703
Iteration 12F: 14 clusters Score -2.640125e+07 nChanged 12729
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 7655 members 
Mstep: Class 5 contains 30675 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 28289 members 
Mstep: Class 11 contains 17652 members 
Mstep: Class 12 contains 38996 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 46799 members 
Mstep: Class 20 contains 24687 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26406996.000000 Penalty: 25983.595703
Iteration 13F: 14 clusters Score -2.6407e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 7519 members 
Mstep: Class 5 contains 30923 members 
Mstep: Class 8 contains 21294 members 
Mstep: Class 9 contains 28046 members 
Mstep: Class 11 contains 19101 members 
Mstep: Class 12 contains 37439 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 338 members 
Mstep: Class 18 contains 47158 members 
Mstep: Class 20 contains 23568 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26411840.000000 Penalty: 25983.595703
Iteration 14F: 14 clusters Score -2.641184e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 7382 members 
Mstep: Class 5 contains 31741 members 
Mstep: Class 8 contains 22269 members 
Mstep: Class 9 contains 27894 members 
Mstep: Class 11 contains 20461 members 
Mstep: Class 12 contains 34443 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 47563 members 
Mstep: Class 20 contains 23312 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26415874.000000 Penalty: 25983.595703
Iteration 15Q: 14 clusters Score -2.641587e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 7257 members 
Mstep: Class 5 contains 32509 members 
Mstep: Class 8 contains 23410 members 
Mstep: Class 9 contains 27785 members 
Mstep: Class 11 contains 21742 members 
Mstep: Class 12 contains 31255 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 47816 members 
Mstep: Class 20 contains 23321 members 
Mstep: Class 21 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26419494.000000 Penalty: 25983.595703
Iteration 16Q: 14 clusters Score -2.641949e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 5 contains 33061 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 11 contains 23001 members 
Mstep: Class 12 contains 28331 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 47839 members 
Mstep: Class 20 contains 23361 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26422872.000000 Penalty: 25983.595703
Iteration 17Q: 14 clusters Score -2.642287e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 7019 members 
Mstep: Class 5 contains 33364 members 
Mstep: Class 8 contains 26153 members 
Mstep: Class 9 contains 27676 members 
Mstep: Class 11 contains 24200 members 
Mstep: Class 12 contains 25851 members 
Mstep: Class 14 contains 2382 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 47748 members 
Mstep: Class 20 contains 23096 members 
Mstep: Class 21 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26425918.000000 Penalty: 25983.595703
Iteration 18Q: 14 clusters Score -2.642592e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 6878 members 
Mstep: Class 5 contains 33488 members 
Mstep: Class 8 contains 27781 members 
Mstep: Class 9 contains 27645 members 
Mstep: Class 11 contains 25359 members 
Mstep: Class 12 contains 23761 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 47645 members 
Mstep: Class 20 contains 22522 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26428206.000000 Penalty: 25983.595703
Iteration 19Q: 14 clusters Score -2.642821e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 6702 members 
Mstep: Class 5 contains 33533 members 
Mstep: Class 8 contains 29442 members 
Mstep: Class 9 contains 27628 members 
Mstep: Class 11 contains 26362 members 
Mstep: Class 12 contains 22102 members 
Mstep: Class 14 contains 2489 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 47599 members 
Mstep: Class 20 contains 21625 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26429462.000000 Penalty: 25983.595703
Iteration 20F: 14 clusters Score -2.642946e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 6512 members 
Mstep: Class 5 contains 33632 members 
Mstep: Class 8 contains 30776 members 
Mstep: Class 9 contains 27630 members 
Mstep: Class 11 contains 27211 members 
Mstep: Class 12 contains 20895 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 1275 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 47639 members 
Mstep: Class 20 contains 20558 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26429316.000000 Penalty: 25983.595703
Iteration 21Q: 14 clusters Score -2.642932e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 6317 members 
Mstep: Class 5 contains 33863 members 
Mstep: Class 8 contains 31682 members 
Mstep: Class 9 contains 27689 members 
Mstep: Class 11 contains 27927 members 
Mstep: Class 12 contains 19992 members 
Mstep: Class 14 contains 2776 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 47802 members 
Mstep: Class 20 contains 19422 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26428222.000000 Penalty: 25983.595703
Iteration 22Q: 14 clusters Score -2.642822e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 5 contains 34226 members 
Mstep: Class 8 contains 32068 members 
Mstep: Class 9 contains 27827 members 
Mstep: Class 11 contains 28568 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 14 contains 2935 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 47811 members 
Mstep: Class 20 contains 18515 members 
Mstep: Class 21 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26427474.000000 Penalty: 25983.595703
Iteration 23Q: 14 clusters Score -2.642747e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 6003 members 
Mstep: Class 5 contains 34642 members 
Mstep: Class 8 contains 32165 members 
Mstep: Class 9 contains 28011 members 
Mstep: Class 11 contains 29174 members 
Mstep: Class 12 contains 18973 members 
Mstep: Class 14 contains 3109 members 
Mstep: Class 15 contains 147 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 47440 members 
Mstep: Class 20 contains 17951 members 
Mstep: Class 21 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26427534.000000 Penalty: 25983.595703
Iteration 24Q: 14 clusters Score -2.642753e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 5 contains 35110 members 
Mstep: Class 8 contains 31687 members 
Mstep: Class 9 contains 28215 members 
Mstep: Class 11 contains 29683 members 
Mstep: Class 12 contains 18733 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 147 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 47095 members 
Mstep: Class 20 contains 17795 members 
Mstep: Class 21 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26427604.000000 Penalty: 25983.595703
Iteration 25Q: 14 clusters Score -2.64276e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5795 members 
Mstep: Class 5 contains 35572 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 28401 members 
Mstep: Class 11 contains 30089 members 
Mstep: Class 12 contains 18581 members 
Mstep: Class 14 contains 3400 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 1302 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 46878 members 
Mstep: Class 20 contains 18023 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26427774.000000 Penalty: 25983.595703
Iteration 26Q: 14 clusters Score -2.642777e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5730 members 
Mstep: Class 5 contains 36054 members 
Mstep: Class 8 contains 29585 members 
Mstep: Class 9 contains 28619 members 
Mstep: Class 11 contains 30396 members 
Mstep: Class 12 contains 18461 members 
Mstep: Class 14 contains 3554 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 1309 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 46570 members 
Mstep: Class 20 contains 18478 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26428488.000000 Penalty: 25983.595703
Iteration 27Q: 14 clusters Score -2.642849e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5673 members 
Mstep: Class 5 contains 36489 members 
Mstep: Class 8 contains 28520 members 
Mstep: Class 9 contains 28818 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 18294 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 1320 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 46299 members 
Mstep: Class 20 contains 18997 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26429028.000000 Penalty: 25983.595703
Iteration 28Q: 14 clusters Score -2.642903e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5657 members 
Mstep: Class 5 contains 36763 members 
Mstep: Class 8 contains 27566 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 11 contains 30860 members 
Mstep: Class 12 contains 18181 members 
Mstep: Class 14 contains 3803 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 46024 members 
Mstep: Class 20 contains 19582 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26429668.000000 Penalty: 25983.595703
Iteration 29Q: 14 clusters Score -2.642967e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5647 members 
Mstep: Class 5 contains 36955 members 
Mstep: Class 8 contains 26674 members 
Mstep: Class 9 contains 29210 members 
Mstep: Class 11 contains 31018 members 
Mstep: Class 12 contains 18053 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 45776 members 
Mstep: Class 20 contains 20208 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26430208.000000 Penalty: 25983.595703
Iteration 30Q: 14 clusters Score -2.643021e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 5 contains 37025 members 
Mstep: Class 8 contains 25805 members 
Mstep: Class 9 contains 29439 members 
Mstep: Class 11 contains 31149 members 
Mstep: Class 12 contains 17959 members 
Mstep: Class 14 contains 3962 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 1335 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 45525 members 
Mstep: Class 20 contains 20920 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26430914.000000 Penalty: 25983.595703
Iteration 31Q: 14 clusters Score -2.643091e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5649 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 8 contains 24956 members 
Mstep: Class 9 contains 29623 members 
Mstep: Class 11 contains 31280 members 
Mstep: Class 12 contains 17863 members 
Mstep: Class 14 contains 4023 members 
Mstep: Class 15 contains 143 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 45311 members 
Mstep: Class 20 contains 21712 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26431728.000000 Penalty: 25983.595703
Iteration 32Q: 14 clusters Score -2.643173e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5674 members 
Mstep: Class 5 contains 36914 members 
Mstep: Class 8 contains 24214 members 
Mstep: Class 9 contains 29740 members 
Mstep: Class 11 contains 31409 members 
Mstep: Class 12 contains 17703 members 
Mstep: Class 14 contains 4079 members 
Mstep: Class 15 contains 143 members 
Mstep: Class 16 contains 1344 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 45154 members 
Mstep: Class 20 contains 22528 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26432408.000000 Penalty: 25983.595703
Iteration 33Q: 14 clusters Score -2.643241e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 5 contains 36789 members 
Mstep: Class 8 contains 23468 members 
Mstep: Class 9 contains 29821 members 
Mstep: Class 11 contains 31507 members 
Mstep: Class 12 contains 17499 members 
Mstep: Class 14 contains 4126 members 
Mstep: Class 15 contains 143 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 45053 members 
Mstep: Class 20 contains 23457 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433244.000000 Penalty: 25983.595703
Iteration 34Q: 14 clusters Score -2.643324e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 5 contains 36676 members 
Mstep: Class 8 contains 22822 members 
Mstep: Class 9 contains 29876 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 14 contains 4194 members 
Mstep: Class 15 contains 143 members 
Mstep: Class 16 contains 1352 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 44938 members 
Mstep: Class 20 contains 24378 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434000.000000 Penalty: 25983.595703
Iteration 35Q: 14 clusters Score -2.6434e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 5 contains 36579 members 
Mstep: Class 8 contains 22141 members 
Mstep: Class 9 contains 29969 members 
Mstep: Class 11 contains 31611 members 
Mstep: Class 12 contains 16973 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 143 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 44883 members 
Mstep: Class 20 contains 25309 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434676.000000 Penalty: 25983.595703
Iteration 36Q: 14 clusters Score -2.643468e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5710 members 
Mstep: Class 5 contains 36494 members 
Mstep: Class 8 contains 21388 members 
Mstep: Class 9 contains 30094 members 
Mstep: Class 11 contains 31676 members 
Mstep: Class 12 contains 16707 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 144 members 
Mstep: Class 16 contains 1355 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 44834 members 
Mstep: Class 20 contains 26207 members 
Mstep: Class 21 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434878.000000 Penalty: 25983.595703
Iteration 37Q: 14 clusters Score -2.643488e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5728 members 
Mstep: Class 5 contains 36469 members 
Mstep: Class 8 contains 20586 members 
Mstep: Class 9 contains 30201 members 
Mstep: Class 11 contains 31734 members 
Mstep: Class 12 contains 16490 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 144 members 
Mstep: Class 16 contains 1355 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 44842 members 
Mstep: Class 20 contains 27019 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434786.000000 Penalty: 25983.595703
Iteration 38Q: 14 clusters Score -2.643479e+07 nChanged 4634
Entering ConstructFrom: 
Score: -26434786.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 2 (5755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Entering Unmasked Estep 
Score: -667294.687500 Penalty: 1406.896484
	Iteration 0F: 2 clusters Score -667294.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -662861.000000 Penalty: 2813.792969
	Iteration 0F: 3 clusters Score -662861 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -664214.562500 Penalty: 2813.792969
	Iteration 1F: 3 clusters Score -664214.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -664473.750000 Penalty: 2813.792969
	Iteration 2F: 3 clusters Score -664473.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -664708.125000 Penalty: 2813.792969
	Iteration 3F: 3 clusters Score -664708.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -664867.812500 Penalty: 2813.792969
	Iteration 4Q: 3 clusters Score -664867.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -664998.500000 Penalty: 2813.792969
	Iteration 5Q: 3 clusters Score -664998.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -665121.812500 Penalty: 2813.792969
	Iteration 6Q: 3 clusters Score -665121.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -665237.687500 Penalty: 2813.792969
	Iteration 7Q: 3 clusters Score -665237.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -665334.125000 Penalty: 2813.792969
	Iteration 8Q: 3 clusters Score -665334.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -665424.250000 Penalty: 2813.792969
	Iteration 9Q: 3 clusters Score -665424.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -665529.062500 Penalty: 2813.792969
	Iteration 10Q: 3 clusters Score -665529.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -665622.625000 Penalty: 2813.792969
	Iteration 11Q: 3 clusters Score -665622.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -665688.437500 Penalty: 2813.792969
	Iteration 12Q: 3 clusters Score -665688.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -665736.250000 Penalty: 2813.792969
	Iteration 13Q: 3 clusters Score -665736.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -665768.125000 Penalty: 2813.792969
	Iteration 14Q: 3 clusters Score -665768.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -665791.000000 Penalty: 2813.792969
	Iteration 15Q: 3 clusters Score -665791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -665808.125000 Penalty: 2813.792969
	Iteration 16Q: 3 clusters Score -665808.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -665823.250000 Penalty: 2813.792969
	Iteration 17Q: 3 clusters Score -665823.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -665837.625000 Penalty: 2813.792969
	Iteration 18Q: 3 clusters Score -665837.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -665846.437500 Penalty: 2813.792969
	Iteration 19Q: 3 clusters Score -665846.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -665854.875000 Penalty: 2813.792969
	Iteration 20F: 3 clusters Score -665854.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -665864.062500 Penalty: 2813.792969
	Iteration 21Q: 3 clusters Score -665864.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -665875.562500 Penalty: 2813.792969
	Iteration 22Q: 3 clusters Score -665875.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -665886.937500 Penalty: 2813.792969
	Iteration 23Q: 3 clusters Score -665886.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -665894.875000 Penalty: 2813.792969
	Iteration 24Q: 3 clusters Score -665894.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -665903.000000 Penalty: 2813.792969
	Iteration 25Q: 3 clusters Score -665903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -665908.250000 Penalty: 2813.792969
	Iteration 26Q: 3 clusters Score -665908.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -665913.875000 Penalty: 2813.792969
	Iteration 27Q: 3 clusters Score -665913.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -665920.937500 Penalty: 2813.792969
	Iteration 28Q: 3 clusters Score -665920.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -665927.250000 Penalty: 2813.792969
	Iteration 29Q: 3 clusters Score -665927.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -665934.500000 Penalty: 2813.792969
	Iteration 30Q: 3 clusters Score -665934.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -665944.187500 Penalty: 2813.792969
	Iteration 31Q: 3 clusters Score -665944.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -665952.687500 Penalty: 2813.792969
	Iteration 32Q: 3 clusters Score -665952.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -665960.125000 Penalty: 2813.792969
	Iteration 33Q: 3 clusters Score -665960.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -665967.312500 Penalty: 2813.792969
	Iteration 34Q: 3 clusters Score -665967.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -665972.000000 Penalty: 2813.792969
	Iteration 35Q: 3 clusters Score -665972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -665978.125000 Penalty: 2813.792969
	Iteration 36Q: 3 clusters Score -665978.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -665983.062500 Penalty: 2813.792969
	Iteration 37Q: 3 clusters Score -665983.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -665987.562500 Penalty: 2813.792969
	Iteration 38Q: 3 clusters Score -665987.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -665993.812500 Penalty: 2813.792969
	Iteration 39Q: 3 clusters Score -665993.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -665997.500000 Penalty: 2813.792969
	Iteration 40F: 3 clusters Score -665997.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -666005.250000 Penalty: 2813.792969
	Iteration 41Q: 3 clusters Score -666005.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -666011.562500 Penalty: 2813.792969
	Iteration 42Q: 3 clusters Score -666011.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -666017.000000 Penalty: 2813.792969
	Iteration 43Q: 3 clusters Score -666017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -666026.500000 Penalty: 2813.792969
	Iteration 44Q: 3 clusters Score -666026.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -666036.125000 Penalty: 2813.792969
	Iteration 45Q: 3 clusters Score -666036.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -666042.687500 Penalty: 2813.792969
	Iteration 46Q: 3 clusters Score -666042.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -666052.250000 Penalty: 2813.792969
	Iteration 47Q: 3 clusters Score -666052.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -666059.562500 Penalty: 2813.792969
	Iteration 48Q: 3 clusters Score -666059.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -666063.250000 Penalty: 2813.792969
	Iteration 49Q: 3 clusters Score -666063.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -666066.687500 Penalty: 2813.792969
	Iteration 50Q: 3 clusters Score -666066.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -666072.125000 Penalty: 2813.792969
	Iteration 51Q: 3 clusters Score -666072.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -666078.937500 Penalty: 2813.792969
	Iteration 52Q: 3 clusters Score -666078.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -666081.937500 Penalty: 2813.792969
	Iteration 53Q: 3 clusters Score -666081.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -666085.125000 Penalty: 2813.792969
	Iteration 54Q: 3 clusters Score -666085.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -666089.125000 Penalty: 2813.792969
	Iteration 55Q: 3 clusters Score -666089.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -666091.750000 Penalty: 2813.792969
	Iteration 56Q: 3 clusters Score -666091.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -666094.750000 Penalty: 2813.792969
	Iteration 57Q: 3 clusters Score -666094.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -666097.625000 Penalty: 2813.792969
	Iteration 58Q: 3 clusters Score -666097.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -666102.500000 Penalty: 2813.792969
	Iteration 59Q: 3 clusters Score -666102.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -666107.000000 Penalty: 2813.792969
	Iteration 60F: 3 clusters Score -666107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -666109.187500 Penalty: 2813.792969
	Iteration 61Q: 3 clusters Score -666109.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -666113.437500 Penalty: 2813.792969
	Iteration 62Q: 3 clusters Score -666113.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -666118.437500 Penalty: 2813.792969
	Iteration 63Q: 3 clusters Score -666118.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -666124.562500 Penalty: 2813.792969
	Iteration 64Q: 3 clusters Score -666124.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -666127.062500 Penalty: 2813.792969
	Iteration 65Q: 3 clusters Score -666127.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -666132.500000 Penalty: 2813.792969
	Iteration 66Q: 3 clusters Score -666132.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -666137.687500 Penalty: 2813.792969
	Iteration 67Q: 3 clusters Score -666137.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -666144.250000 Penalty: 2813.792969
	Iteration 68Q: 3 clusters Score -666144.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -666157.312500 Penalty: 2813.792969
	Iteration 69Q: 3 clusters Score -666157.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -666170.312500 Penalty: 2813.792969
	Iteration 70Q: 3 clusters Score -666170.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -666183.375000 Penalty: 2813.792969
	Iteration 71Q: 3 clusters Score -666183.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -666188.812500 Penalty: 2813.792969
	Iteration 72Q: 3 clusters Score -666188.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -666195.000000 Penalty: 2813.792969
	Iteration 73Q: 3 clusters Score -666195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -666201.562500 Penalty: 2813.792969
	Iteration 74Q: 3 clusters Score -666201.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -666211.937500 Penalty: 2813.792969
	Iteration 75Q: 3 clusters Score -666211.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -666225.062500 Penalty: 2813.792969
	Iteration 76Q: 3 clusters Score -666225.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -666239.812500 Penalty: 2813.792969
	Iteration 77Q: 3 clusters Score -666239.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -666255.250000 Penalty: 2813.792969
	Iteration 78Q: 3 clusters Score -666255.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -666272.937500 Penalty: 2813.792969
	Iteration 79Q: 3 clusters Score -666272.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -666303.000000 Penalty: 2813.792969
	Iteration 80F: 3 clusters Score -666303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -666341.437500 Penalty: 2813.792969
	Iteration 81Q: 3 clusters Score -666341.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -666400.437500 Penalty: 2813.792969
	Iteration 82Q: 3 clusters Score -666400.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -666451.312500 Penalty: 2813.792969
	Iteration 83Q: 3 clusters Score -666451.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -666506.187500 Penalty: 2813.792969
	Iteration 84Q: 3 clusters Score -666506.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -666550.750000 Penalty: 2813.792969
	Iteration 85Q: 3 clusters Score -666550.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -666570.937500 Penalty: 2813.792969
	Iteration 86Q: 3 clusters Score -666570.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -666585.750000 Penalty: 2813.792969
	Iteration 87Q: 3 clusters Score -666585.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -666603.187500 Penalty: 2813.792969
	Iteration 88Q: 3 clusters Score -666603.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -666615.062500 Penalty: 2813.792969
	Iteration 89Q: 3 clusters Score -666615.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -666627.375000 Penalty: 2813.792969
	Iteration 90Q: 3 clusters Score -666627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -666634.625000 Penalty: 2813.792969
	Iteration 91Q: 3 clusters Score -666634.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -666639.812500 Penalty: 2813.792969
	Iteration 92Q: 3 clusters Score -666639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -666641.437500 Penalty: 2813.792969
	Iteration 93Q: 3 clusters Score -666641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -666641.937500 Penalty: 2813.792969
	Iteration 94Q: 3 clusters Score -666641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -666641.125000 Penalty: 2813.792969
	Iteration 95Q: 3 clusters Score -666641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -666641.125000 Penalty: 2813.792969
	Iteration 96F: 3 clusters Score -666641.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Entering Unmasked Estep 
Score: -4419923.500000 Penalty: 1707.331543
	Iteration 0F: 2 clusters Score -4419924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4396892.500000 Penalty: 3414.663086
	Iteration 0F: 3 clusters Score -4396892 nChanged 16865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4406659.000000 Penalty: 3414.663086
	Iteration 1F: 3 clusters Score -4406659 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4407333.000000 Penalty: 3414.663086
	Iteration 2F: 3 clusters Score -4407333 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4407976.000000 Penalty: 3414.663086
	Iteration 3Q: 3 clusters Score -4407976 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -4408524.000000 Penalty: 3414.663086
	Iteration 4Q: 3 clusters Score -4408524 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4409032.000000 Penalty: 3414.663086
	Iteration 5Q: 3 clusters Score -4409032 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4409569.000000 Penalty: 3414.663086
	Iteration 6Q: 3 clusters Score -4409569 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4410184.500000 Penalty: 3414.663086
	Iteration 7Q: 3 clusters Score -4410184 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4410811.500000 Penalty: 3414.663086
	Iteration 8Q: 3 clusters Score -4410812 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -4411618.000000 Penalty: 3414.663086
	Iteration 9Q: 3 clusters Score -4411618 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -4412516.500000 Penalty: 3414.663086
	Iteration 10Q: 3 clusters Score -4412516 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -4413472.500000 Penalty: 3414.663086
	Iteration 11Q: 3 clusters Score -4413472 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -4414228.000000 Penalty: 3414.663086
	Iteration 12Q: 3 clusters Score -4414228 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -4414679.500000 Penalty: 3414.663086
	Iteration 13Q: 3 clusters Score -4414680 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -4414909.000000 Penalty: 3414.663086
	Iteration 14Q: 3 clusters Score -4414909 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -4415048.500000 Penalty: 3414.663086
	Iteration 15Q: 3 clusters Score -4415048 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -4415134.500000 Penalty: 3414.663086
	Iteration 16Q: 3 clusters Score -4415134 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -4415222.500000 Penalty: 3414.663086
	Iteration 17Q: 3 clusters Score -4415222 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4415269.000000 Penalty: 3414.663086
	Iteration 18Q: 3 clusters Score -4415269 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -4415323.000000 Penalty: 3414.663086
	Iteration 19Q: 3 clusters Score -4415323 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -4415407.000000 Penalty: 3414.663086
	Iteration 20F: 3 clusters Score -4415407 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4415456.000000 Penalty: 3414.663086
	Iteration 21Q: 3 clusters Score -4415456 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -4415500.500000 Penalty: 3414.663086
	Iteration 22Q: 3 clusters Score -4415500 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4415538.500000 Penalty: 3414.663086
	Iteration 23Q: 3 clusters Score -4415538 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -4415591.000000 Penalty: 3414.663086
	Iteration 24Q: 3 clusters Score -4415591 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -4415653.500000 Penalty: 3414.663086
	Iteration 25Q: 3 clusters Score -4415654 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -4415719.500000 Penalty: 3414.663086
	Iteration 26Q: 3 clusters Score -4415720 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -4415786.000000 Penalty: 3414.663086
	Iteration 27Q: 3 clusters Score -4415786 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -4415841.500000 Penalty: 3414.663086
	Iteration 28Q: 3 clusters Score -4415842 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -4415904.000000 Penalty: 3414.663086
	Iteration 29Q: 3 clusters Score -4415904 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -4415959.500000 Penalty: 3414.663086
	Iteration 30Q: 3 clusters Score -4415960 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -4416031.500000 Penalty: 3414.663086
	Iteration 31Q: 3 clusters Score -4416032 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -4416095.500000 Penalty: 3414.663086
	Iteration 32Q: 3 clusters Score -4416096 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -4416149.000000 Penalty: 3414.663086
	Iteration 33Q: 3 clusters Score -4416149 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -4416202.500000 Penalty: 3414.663086
	Iteration 34Q: 3 clusters Score -4416202 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -4416281.500000 Penalty: 3414.663086
	Iteration 35Q: 3 clusters Score -4416282 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -4416350.500000 Penalty: 3414.663086
	Iteration 36Q: 3 clusters Score -4416350 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -4416423.500000 Penalty: 3414.663086
	Iteration 37Q: 3 clusters Score -4416424 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -4416498.500000 Penalty: 3414.663086
	Iteration 38Q: 3 clusters Score -4416498 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4416535.000000 Penalty: 3414.663086
	Iteration 39Q: 3 clusters Score -4416535 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -4416617.000000 Penalty: 3414.663086
	Iteration 40F: 3 clusters Score -4416617 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -4416696.500000 Penalty: 3414.663086
	Iteration 41Q: 3 clusters Score -4416696 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -4416763.500000 Penalty: 3414.663086
	Iteration 42Q: 3 clusters Score -4416764 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -4416808.000000 Penalty: 3414.663086
	Iteration 43Q: 3 clusters Score -4416808 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -4416839.500000 Penalty: 3414.663086
	Iteration 44Q: 3 clusters Score -4416840 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4416885.500000 Penalty: 3414.663086
	Iteration 45Q: 3 clusters Score -4416886 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4416936.000000 Penalty: 3414.663086
	Iteration 46Q: 3 clusters Score -4416936 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -4416974.000000 Penalty: 3414.663086
	Iteration 47Q: 3 clusters Score -4416974 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -4417000.500000 Penalty: 3414.663086
	Iteration 48Q: 3 clusters Score -4417000 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4417035.500000 Penalty: 3414.663086
	Iteration 49Q: 3 clusters Score -4417036 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -4417059.500000 Penalty: 3414.663086
	Iteration 50Q: 3 clusters Score -4417060 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4417089.000000 Penalty: 3414.663086
	Iteration 51Q: 3 clusters Score -4417089 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -4417121.000000 Penalty: 3414.663086
	Iteration 52Q: 3 clusters Score -4417121 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -4417163.500000 Penalty: 3414.663086
	Iteration 53Q: 3 clusters Score -4417164 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -4417222.500000 Penalty: 3414.663086
	Iteration 54Q: 3 clusters Score -4417222 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4417277.500000 Penalty: 3414.663086
	Iteration 55Q: 3 clusters Score -4417278 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -4417323.500000 Penalty: 3414.663086
	Iteration 56Q: 3 clusters Score -4417324 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4417385.000000 Penalty: 3414.663086
	Iteration 57Q: 3 clusters Score -4417385 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4417477.500000 Penalty: 3414.663086
	Iteration 58Q: 3 clusters Score -4417478 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4417559.500000 Penalty: 3414.663086
	Iteration 59Q: 3 clusters Score -4417560 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -4417633.500000 Penalty: 3414.663086
	Iteration 60F: 3 clusters Score -4417634 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4417695.000000 Penalty: 3414.663086
	Iteration 61Q: 3 clusters Score -4417695 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4417769.000000 Penalty: 3414.663086
	Iteration 62Q: 3 clusters Score -4417769 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -4417795.000000 Penalty: 3414.663086
	Iteration 63Q: 3 clusters Score -4417795 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4417871.500000 Penalty: 3414.663086
	Iteration 64Q: 3 clusters Score -4417872 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -4417915.500000 Penalty: 3414.663086
	Iteration 65Q: 3 clusters Score -4417916 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -4417956.000000 Penalty: 3414.663086
	Iteration 66Q: 3 clusters Score -4417956 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4417987.500000 Penalty: 3414.663086
	Iteration 67Q: 3 clusters Score -4417988 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -4418004.000000 Penalty: 3414.663086
	Iteration 68Q: 3 clusters Score -4418004 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4418043.500000 Penalty: 3414.663086
	Iteration 69Q: 3 clusters Score -4418044 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4418094.000000 Penalty: 3414.663086
	Iteration 70Q: 3 clusters Score -4418094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4418125.500000 Penalty: 3414.663086
	Iteration 71Q: 3 clusters Score -4418126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4418164.000000 Penalty: 3414.663086
	Iteration 72Q: 3 clusters Score -4418164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4418203.500000 Penalty: 3414.663086
	Iteration 73Q: 3 clusters Score -4418204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4418228.500000 Penalty: 3414.663086
	Iteration 74Q: 3 clusters Score -4418228 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4418243.000000 Penalty: 3414.663086
	Iteration 75Q: 3 clusters Score -4418243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -4418258.000000 Penalty: 3414.663086
	Iteration 76Q: 3 clusters Score -4418258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4418265.000000 Penalty: 3414.663086
	Iteration 77Q: 3 clusters Score -4418265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4418265.500000 Penalty: 3414.663086
	Iteration 78Q: 3 clusters Score -4418266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -4418280.000000 Penalty: 3414.663086
	Iteration 79Q: 3 clusters Score -4418280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -4418279.000000 Penalty: 3414.663086
	Iteration 80F: 3 clusters Score -4418279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4418288.000000 Penalty: 3414.663086
	Iteration 81Q: 3 clusters Score -4418288 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4418293.500000 Penalty: 3414.663086
	Iteration 82Q: 3 clusters Score -4418294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -4418303.500000 Penalty: 3414.663086
	Iteration 83Q: 3 clusters Score -4418304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -4418319.500000 Penalty: 3414.663086
	Iteration 84Q: 3 clusters Score -4418320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -4418329.000000 Penalty: 3414.663086
	Iteration 85Q: 3 clusters Score -4418329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -4418345.500000 Penalty: 3414.663086
	Iteration 86Q: 3 clusters Score -4418346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -4418352.500000 Penalty: 3414.663086
	Iteration 87Q: 3 clusters Score -4418352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4418357.000000 Penalty: 3414.663086
	Iteration 88Q: 3 clusters Score -4418357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -4418360.500000 Penalty: 3414.663086
	Iteration 89Q: 3 clusters Score -4418360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4418371.500000 Penalty: 3414.663086
	Iteration 90Q: 3 clusters Score -4418372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -4418378.500000 Penalty: 3414.663086
	Iteration 91Q: 3 clusters Score -4418378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4418388.500000 Penalty: 3414.663086
	Iteration 92Q: 3 clusters Score -4418388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -4418404.000000 Penalty: 3414.663086
	Iteration 93Q: 3 clusters Score -4418404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -4418411.500000 Penalty: 3414.663086
	Iteration 94Q: 3 clusters Score -4418412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4418415.000000 Penalty: 3414.663086
	Iteration 95Q: 3 clusters Score -4418415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -4418417.000000 Penalty: 3414.663086
	Iteration 96Q: 3 clusters Score -4418417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4418412.500000 Penalty: 3414.663086
	Iteration 97Q: 3 clusters Score -4418412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4418411.500000 Penalty: 3414.663086
	Iteration 98Q: 3 clusters Score -4418412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -4418421.500000 Penalty: 3414.663086
	Iteration 99Q: 3 clusters Score -4418422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4418423.500000 Penalty: 3414.663086
	Iteration 100F: 3 clusters Score -4418424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4418417.500000 Penalty: 3414.663086
	Iteration 101Q: 3 clusters Score -4418418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -4418418.000000 Penalty: 3414.663086
	Iteration 102Q: 3 clusters Score -4418418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4418424.000000 Penalty: 3414.663086
	Iteration 103Q: 3 clusters Score -4418424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4418424.500000 Penalty: 3414.663086
	Iteration 104Q: 3 clusters Score -4418424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4418426.000000 Penalty: 3414.663086
	Iteration 105Q: 3 clusters Score -4418426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4418427.000000 Penalty: 3414.663086
	Iteration 106Q: 3 clusters Score -4418427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4418427.000000 Penalty: 3414.663086
	Iteration 107F: 3 clusters Score -4418427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Entering Unmasked Estep 
Score: -2479294.500000 Penalty: 1608.027954
	Iteration 0F: 2 clusters Score -2479294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2466264.000000 Penalty: 3216.055908
	Iteration 0F: 3 clusters Score -2466264 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2471114.500000 Penalty: 3216.055908
	Iteration 1F: 3 clusters Score -2471114 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2471492.000000 Penalty: 3216.055908
	Iteration 2Q: 3 clusters Score -2471492 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2471897.500000 Penalty: 3216.055908
	Iteration 3Q: 3 clusters Score -2471898 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2472344.000000 Penalty: 3216.055908
	Iteration 4Q: 3 clusters Score -2472344 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2472927.000000 Penalty: 3216.055908
	Iteration 5F: 3 clusters Score -2472927 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2473727.000000 Penalty: 3216.055908
	Iteration 6F: 3 clusters Score -2473727 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2474685.250000 Penalty: 3216.055908
	Iteration 7F: 3 clusters Score -2474685 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2475598.250000 Penalty: 3216.055908
	Iteration 8F: 3 clusters Score -2475598 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2476330.750000 Penalty: 3216.055908
	Iteration 9Q: 3 clusters Score -2476331 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2476813.000000 Penalty: 3216.055908
	Iteration 10Q: 3 clusters Score -2476813 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2477125.250000 Penalty: 3216.055908
	Iteration 11Q: 3 clusters Score -2477125 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2477345.750000 Penalty: 3216.055908
	Iteration 12Q: 3 clusters Score -2477346 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2477472.500000 Penalty: 3216.055908
	Iteration 13Q: 3 clusters Score -2477472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2477548.750000 Penalty: 3216.055908
	Iteration 14Q: 3 clusters Score -2477549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2477598.000000 Penalty: 3216.055908
	Iteration 15Q: 3 clusters Score -2477598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2477627.000000 Penalty: 3216.055908
	Iteration 16Q: 3 clusters Score -2477627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2477675.250000 Penalty: 3216.055908
	Iteration 17Q: 3 clusters Score -2477675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2477687.750000 Penalty: 3216.055908
	Iteration 18Q: 3 clusters Score -2477688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2477704.250000 Penalty: 3216.055908
	Iteration 19Q: 3 clusters Score -2477704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2477715.000000 Penalty: 3216.055908
	Iteration 20F: 3 clusters Score -2477715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2477725.250000 Penalty: 3216.055908
	Iteration 21Q: 3 clusters Score -2477725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2477743.500000 Penalty: 3216.055908
	Iteration 22Q: 3 clusters Score -2477744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2477755.750000 Penalty: 3216.055908
	Iteration 23Q: 3 clusters Score -2477756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2477767.250000 Penalty: 3216.055908
	Iteration 24Q: 3 clusters Score -2477767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2477773.750000 Penalty: 3216.055908
	Iteration 25Q: 3 clusters Score -2477774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2477781.750000 Penalty: 3216.055908
	Iteration 26Q: 3 clusters Score -2477782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2477784.000000 Penalty: 3216.055908
	Iteration 27Q: 3 clusters Score -2477784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2477787.250000 Penalty: 3216.055908
	Iteration 28Q: 3 clusters Score -2477787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2477788.250000 Penalty: 3216.055908
	Iteration 29Q: 3 clusters Score -2477788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2477790.500000 Penalty: 3216.055908
	Iteration 30Q: 3 clusters Score -2477790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2477790.500000 Penalty: 3216.055908
	Iteration 31F: 3 clusters Score -2477790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Entering Unmasked Estep 
Score: -3671274.750000 Penalty: 1676.950317
	Iteration 0F: 2 clusters Score -3671275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3651729.250000 Penalty: 3353.900635
	Iteration 0F: 3 clusters Score -3651729 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3659343.750000 Penalty: 3353.900635
	Iteration 1F: 3 clusters Score -3659344 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3659769.250000 Penalty: 3353.900635
	Iteration 2Q: 3 clusters Score -3659769 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3660275.000000 Penalty: 3353.900635
	Iteration 3Q: 3 clusters Score -3660275 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -3661029.000000 Penalty: 3353.900635
	Iteration 4F: 3 clusters Score -3661029 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3662233.000000 Penalty: 3353.900635
	Iteration 5F: 3 clusters Score -3662233 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3663945.250000 Penalty: 3353.900635
	Iteration 6F: 3 clusters Score -3663945 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3665865.000000 Penalty: 3353.900635
	Iteration 7F: 3 clusters Score -3665865 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3667672.750000 Penalty: 3353.900635
	Iteration 8F: 3 clusters Score -3667673 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3668823.500000 Penalty: 3353.900635
	Iteration 9Q: 3 clusters Score -3668824 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3669403.750000 Penalty: 3353.900635
	Iteration 10Q: 3 clusters Score -3669404 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3669633.250000 Penalty: 3353.900635
	Iteration 11Q: 3 clusters Score -3669633 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3669720.250000 Penalty: 3353.900635
	Iteration 12Q: 3 clusters Score -3669720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3669775.000000 Penalty: 3353.900635
	Iteration 13Q: 3 clusters Score -3669775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3669795.500000 Penalty: 3353.900635
	Iteration 14Q: 3 clusters Score -3669796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3669802.250000 Penalty: 3353.900635
	Iteration 15Q: 3 clusters Score -3669802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3669808.500000 Penalty: 3353.900635
	Iteration 16Q: 3 clusters Score -3669808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3669815.500000 Penalty: 3353.900635
	Iteration 17Q: 3 clusters Score -3669816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3669817.500000 Penalty: 3353.900635
	Iteration 18Q: 3 clusters Score -3669818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3669819.750000 Penalty: 3353.900635
	Iteration 19Q: 3 clusters Score -3669820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3669825.750000 Penalty: 3353.900635
	Iteration 20F: 3 clusters Score -3669826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Entering Unmasked Estep 
Score: -3907265.000000 Penalty: 1684.678711
	Iteration 0F: 2 clusters Score -3907265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3888264.250000 Penalty: 3369.357422
	Iteration 0F: 3 clusters Score -3888264 nChanged 14663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3896246.000000 Penalty: 3369.357422
	Iteration 1F: 3 clusters Score -3896246 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3896595.250000 Penalty: 3369.357422
	Iteration 2Q: 3 clusters Score -3896595 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3896941.500000 Penalty: 3369.357422
	Iteration 3Q: 3 clusters Score -3896942 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3897343.500000 Penalty: 3369.357422
	Iteration 4Q: 3 clusters Score -3897344 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3897810.750000 Penalty: 3369.357422
	Iteration 5Q: 3 clusters Score -3897811 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3898364.750000 Penalty: 3369.357422
	Iteration 6Q: 3 clusters Score -3898365 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3899047.750000 Penalty: 3369.357422
	Iteration 7Q: 3 clusters Score -3899048 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3900035.500000 Penalty: 3369.357422
	Iteration 8Q: 3 clusters Score -3900036 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3901170.750000 Penalty: 3369.357422
	Iteration 9Q: 3 clusters Score -3901171 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3902394.500000 Penalty: 3369.357422
	Iteration 10Q: 3 clusters Score -3902394 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3903399.250000 Penalty: 3369.357422
	Iteration 11Q: 3 clusters Score -3903399 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -3904004.250000 Penalty: 3369.357422
	Iteration 12Q: 3 clusters Score -3904004 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3904309.250000 Penalty: 3369.357422
	Iteration 13Q: 3 clusters Score -3904309 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3904473.500000 Penalty: 3369.357422
	Iteration 14Q: 3 clusters Score -3904474 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3904578.750000 Penalty: 3369.357422
	Iteration 15Q: 3 clusters Score -3904579 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3904669.750000 Penalty: 3369.357422
	Iteration 16Q: 3 clusters Score -3904670 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3904681.250000 Penalty: 3369.357422
	Iteration 17Q: 3 clusters Score -3904681 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3904724.500000 Penalty: 3369.357422
	Iteration 18Q: 3 clusters Score -3904724 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3904806.750000 Penalty: 3369.357422
	Iteration 19Q: 3 clusters Score -3904807 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3904872.750000 Penalty: 3369.357422
	Iteration 20F: 3 clusters Score -3904873 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3904972.750000 Penalty: 3369.357422
	Iteration 21Q: 3 clusters Score -3904973 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3905102.250000 Penalty: 3369.357422
	Iteration 22Q: 3 clusters Score -3905102 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3905258.500000 Penalty: 3369.357422
	Iteration 23Q: 3 clusters Score -3905258 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3905344.250000 Penalty: 3369.357422
	Iteration 24Q: 3 clusters Score -3905344 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3905431.250000 Penalty: 3369.357422
	Iteration 25Q: 3 clusters Score -3905431 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3905552.750000 Penalty: 3369.357422
	Iteration 26Q: 3 clusters Score -3905553 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3905638.500000 Penalty: 3369.357422
	Iteration 27Q: 3 clusters Score -3905638 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3905677.750000 Penalty: 3369.357422
	Iteration 28Q: 3 clusters Score -3905678 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3905716.500000 Penalty: 3369.357422
	Iteration 29Q: 3 clusters Score -3905716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3905775.000000 Penalty: 3369.357422
	Iteration 30Q: 3 clusters Score -3905775 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3905806.250000 Penalty: 3369.357422
	Iteration 31Q: 3 clusters Score -3905806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3905859.500000 Penalty: 3369.357422
	Iteration 32Q: 3 clusters Score -3905860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3905899.250000 Penalty: 3369.357422
	Iteration 33Q: 3 clusters Score -3905899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3905916.500000 Penalty: 3369.357422
	Iteration 34Q: 3 clusters Score -3905916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3905953.750000 Penalty: 3369.357422
	Iteration 35Q: 3 clusters Score -3905954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3905972.250000 Penalty: 3369.357422
	Iteration 36Q: 3 clusters Score -3905972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3905995.000000 Penalty: 3369.357422
	Iteration 37Q: 3 clusters Score -3905995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3906003.500000 Penalty: 3369.357422
	Iteration 38Q: 3 clusters Score -3906004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3906011.500000 Penalty: 3369.357422
	Iteration 39Q: 3 clusters Score -3906012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3906019.250000 Penalty: 3369.357422
	Iteration 40F: 3 clusters Score -3906019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3906028.750000 Penalty: 3369.357422
	Iteration 41Q: 3 clusters Score -3906029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3906028.000000 Penalty: 3369.357422
	Iteration 42Q: 3 clusters Score -3906028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3906033.500000 Penalty: 3369.357422
	Iteration 43Q: 3 clusters Score -3906034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3906038.750000 Penalty: 3369.357422
	Iteration 44Q: 3 clusters Score -3906039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3906040.500000 Penalty: 3369.357422
	Iteration 45Q: 3 clusters Score -3906040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3906038.250000 Penalty: 3369.357422
	Iteration 46Q: 3 clusters Score -3906038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3906041.250000 Penalty: 3369.357422
	Iteration 47Q: 3 clusters Score -3906041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3906049.750000 Penalty: 3369.357422
	Iteration 48Q: 3 clusters Score -3906050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3906051.750000 Penalty: 3369.357422
	Iteration 49Q: 3 clusters Score -3906052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3906054.500000 Penalty: 3369.357422
	Iteration 50Q: 3 clusters Score -3906054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3906052.750000 Penalty: 3369.357422
	Iteration 51Q: 3 clusters Score -3906053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3906052.750000 Penalty: 3369.357422
	Iteration 52F: 3 clusters Score -3906053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Entering Unmasked Estep 
Score: -2038155.250000 Penalty: 1576.303711
	Iteration 0F: 2 clusters Score -2038155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2027036.750000 Penalty: 3152.607422
	Iteration 0F: 3 clusters Score -2027037 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2030836.625000 Penalty: 3152.607422
	Iteration 1F: 3 clusters Score -2030837 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2031062.500000 Penalty: 3152.607422
	Iteration 2Q: 3 clusters Score -2031062 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2031227.500000 Penalty: 3152.607422
	Iteration 3Q: 3 clusters Score -2031228 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2031380.250000 Penalty: 3152.607422
	Iteration 4Q: 3 clusters Score -2031380 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2031550.000000 Penalty: 3152.607422
	Iteration 5Q: 3 clusters Score -2031550 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2031755.000000 Penalty: 3152.607422
	Iteration 6Q: 3 clusters Score -2031755 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2031980.125000 Penalty: 3152.607422
	Iteration 7Q: 3 clusters Score -2031980 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2032274.000000 Penalty: 3152.607422
	Iteration 8Q: 3 clusters Score -2032274 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2032641.250000 Penalty: 3152.607422
	Iteration 9Q: 3 clusters Score -2032641 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2033097.625000 Penalty: 3152.607422
	Iteration 10Q: 3 clusters Score -2033098 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2033669.875000 Penalty: 3152.607422
	Iteration 11F: 3 clusters Score -2033670 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2034338.875000 Penalty: 3152.607422
	Iteration 12F: 3 clusters Score -2034339 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2035016.875000 Penalty: 3152.607422
	Iteration 13F: 3 clusters Score -2035017 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2035553.750000 Penalty: 3152.607422
	Iteration 14Q: 3 clusters Score -2035554 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2035955.750000 Penalty: 3152.607422
	Iteration 15Q: 3 clusters Score -2035956 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2036260.500000 Penalty: 3152.607422
	Iteration 16Q: 3 clusters Score -2036260 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2036464.125000 Penalty: 3152.607422
	Iteration 17Q: 3 clusters Score -2036464 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2036591.625000 Penalty: 3152.607422
	Iteration 18Q: 3 clusters Score -2036592 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2036662.625000 Penalty: 3152.607422
	Iteration 19Q: 3 clusters Score -2036663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2036698.625000 Penalty: 3152.607422
	Iteration 20F: 3 clusters Score -2036699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2036734.125000 Penalty: 3152.607422
	Iteration 21Q: 3 clusters Score -2036734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2036759.125000 Penalty: 3152.607422
	Iteration 22Q: 3 clusters Score -2036759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2036771.625000 Penalty: 3152.607422
	Iteration 23Q: 3 clusters Score -2036772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2036781.750000 Penalty: 3152.607422
	Iteration 24Q: 3 clusters Score -2036782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2036789.625000 Penalty: 3152.607422
	Iteration 25Q: 3 clusters Score -2036790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2036793.000000 Penalty: 3152.607422
	Iteration 26Q: 3 clusters Score -2036793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2036794.500000 Penalty: 3152.607422
	Iteration 27Q: 3 clusters Score -2036794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2036797.125000 Penalty: 3152.607422
	Iteration 28Q: 3 clusters Score -2036797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2036797.125000 Penalty: 3152.607422
	Iteration 29F: 3 clusters Score -2036797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Entering Unmasked Estep 
Score: -531487.562500 Penalty: 1362.196289
	Iteration 0F: 2 clusters Score -531487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -527915.750000 Penalty: 2724.392578
	Iteration 0F: 3 clusters Score -527915.8 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -528854.562500 Penalty: 2724.392578
	Iteration 1F: 3 clusters Score -528854.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -529022.937500 Penalty: 2724.392578
	Iteration 2F: 3 clusters Score -529022.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -529140.000000 Penalty: 2724.392578
	Iteration 3Q: 3 clusters Score -529140 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -529224.187500 Penalty: 2724.392578
	Iteration 4Q: 3 clusters Score -529224.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -529298.000000 Penalty: 2724.392578
	Iteration 5Q: 3 clusters Score -529298 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -529362.062500 Penalty: 2724.392578
	Iteration 6Q: 3 clusters Score -529362.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -529417.750000 Penalty: 2724.392578
	Iteration 7Q: 3 clusters Score -529417.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -529476.562500 Penalty: 2724.392578
	Iteration 8Q: 3 clusters Score -529476.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -529528.687500 Penalty: 2724.392578
	Iteration 9Q: 3 clusters Score -529528.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -529582.937500 Penalty: 2724.392578
	Iteration 10Q: 3 clusters Score -529582.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -529641.625000 Penalty: 2724.392578
	Iteration 11Q: 3 clusters Score -529641.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -529704.750000 Penalty: 2724.392578
	Iteration 12Q: 3 clusters Score -529704.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -529776.312500 Penalty: 2724.392578
	Iteration 13Q: 3 clusters Score -529776.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -529850.875000 Penalty: 2724.392578
	Iteration 14Q: 3 clusters Score -529850.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -529930.687500 Penalty: 2724.392578
	Iteration 15Q: 3 clusters Score -529930.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -530014.312500 Penalty: 2724.392578
	Iteration 16Q: 3 clusters Score -530014.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -530082.500000 Penalty: 2724.392578
	Iteration 17Q: 3 clusters Score -530082.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -530138.187500 Penalty: 2724.392578
	Iteration 18Q: 3 clusters Score -530138.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -530180.312500 Penalty: 2724.392578
	Iteration 19Q: 3 clusters Score -530180.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -530222.375000 Penalty: 2724.392578
	Iteration 20F: 3 clusters Score -530222.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -530254.125000 Penalty: 2724.392578
	Iteration 21Q: 3 clusters Score -530254.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -530301.750000 Penalty: 2724.392578
	Iteration 22Q: 3 clusters Score -530301.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -530333.500000 Penalty: 2724.392578
	Iteration 23Q: 3 clusters Score -530333.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -530353.187500 Penalty: 2724.392578
	Iteration 24Q: 3 clusters Score -530353.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -530363.187500 Penalty: 2724.392578
	Iteration 25Q: 3 clusters Score -530363.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -530369.750000 Penalty: 2724.392578
	Iteration 26Q: 3 clusters Score -530369.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -530374.687500 Penalty: 2724.392578
	Iteration 27Q: 3 clusters Score -530374.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -530381.812500 Penalty: 2724.392578
	Iteration 28Q: 3 clusters Score -530381.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -530383.187500 Penalty: 2724.392578
	Iteration 29Q: 3 clusters Score -530383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -530385.375000 Penalty: 2724.392578
	Iteration 30Q: 3 clusters Score -530385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -530387.437500 Penalty: 2724.392578
	Iteration 31Q: 3 clusters Score -530387.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -530388.750000 Penalty: 2724.392578
	Iteration 32Q: 3 clusters Score -530388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -530389.062500 Penalty: 2724.392578
	Iteration 33Q: 3 clusters Score -530389.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -530389.062500 Penalty: 2724.392578
	Iteration 34F: 3 clusters Score -530389.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -15432.364258 Penalty: 807.594666
	Iteration 0F: 2 clusters Score -15432.36 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 77 members 
Entering Unmasked Estep 
Score: -14845.108398 Penalty: 1615.189331
	Iteration 0F: 3 clusters Score -14845.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14897.651367 Penalty: 1615.189331
	Iteration 1F: 3 clusters Score -14897.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14920.480469 Penalty: 1615.189331
	Iteration 2Q: 3 clusters Score -14920.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14920.480469 Penalty: 1615.189331
	Iteration 3F: 3 clusters Score -14920.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -157477.156250 Penalty: 1172.117676
	Iteration 0F: 2 clusters Score -157477.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -155784.593750 Penalty: 2344.235352
	Iteration 0F: 3 clusters Score -155784.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -156113.515625 Penalty: 2344.235352
	Iteration 1F: 3 clusters Score -156113.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -156186.906250 Penalty: 2344.235352
	Iteration 2F: 3 clusters Score -156186.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -156230.218750 Penalty: 2344.235352
	Iteration 3Q: 3 clusters Score -156230.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -156254.859375 Penalty: 2344.235352
	Iteration 4Q: 3 clusters Score -156254.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -156278.734375 Penalty: 2344.235352
	Iteration 5Q: 3 clusters Score -156278.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -156298.125000 Penalty: 2344.235352
	Iteration 6Q: 3 clusters Score -156298.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -156316.296875 Penalty: 2344.235352
	Iteration 7Q: 3 clusters Score -156316.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -156323.562500 Penalty: 2344.235352
	Iteration 8Q: 3 clusters Score -156323.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -156331.343750 Penalty: 2344.235352
	Iteration 9Q: 3 clusters Score -156331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -156342.171875 Penalty: 2344.235352
	Iteration 10Q: 3 clusters Score -156342.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -156352.703125 Penalty: 2344.235352
	Iteration 11Q: 3 clusters Score -156352.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -156366.984375 Penalty: 2344.235352
	Iteration 12Q: 3 clusters Score -156367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -156374.734375 Penalty: 2344.235352
	Iteration 13Q: 3 clusters Score -156374.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -156382.953125 Penalty: 2344.235352
	Iteration 14Q: 3 clusters Score -156383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -156390.921875 Penalty: 2344.235352
	Iteration 15Q: 3 clusters Score -156390.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -156395.343750 Penalty: 2344.235352
	Iteration 16Q: 3 clusters Score -156395.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -156397.812500 Penalty: 2344.235352
	Iteration 17Q: 3 clusters Score -156397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -156398.640625 Penalty: 2344.235352
	Iteration 18Q: 3 clusters Score -156398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -156400.625000 Penalty: 2344.235352
	Iteration 19Q: 3 clusters Score -156400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -156401.046875 Penalty: 2344.235352
	Iteration 20F: 3 clusters Score -156401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -54299.523438 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -54299.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53371.023438 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -53371.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53511.589844 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -53511.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53527.335938 Penalty: 1889.592529
	Iteration 2Q: 3 clusters Score -53527.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -53534.261719 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -53534.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53535.558594 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -53535.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53535.558594 Penalty: 1889.592529
	Iteration 5F: 3 clusters Score -53535.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Entering Unmasked Estep 
Score: -5441614.500000 Penalty: 1740.423462
	Iteration 0F: 2 clusters Score -5441614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -5417407.500000 Penalty: 3480.846924
	Iteration 0F: 3 clusters Score -5417408 nChanged 20824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -5429137.500000 Penalty: 3480.846924
	Iteration 1F: 3 clusters Score -5429138 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -5429625.500000 Penalty: 3480.846924
	Iteration 2Q: 3 clusters Score -5429626 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -5430273.500000 Penalty: 3480.846924
	Iteration 3Q: 3 clusters Score -5430274 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -5431281.000000 Penalty: 3480.846924
	Iteration 4Q: 3 clusters Score -5431281 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -5432424.500000 Penalty: 3480.846924
	Iteration 5F: 3 clusters Score -5432424 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -5433720.000000 Penalty: 3480.846924
	Iteration 6F: 3 clusters Score -5433720 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -5435131.500000 Penalty: 3480.846924
	Iteration 7F: 3 clusters Score -5435132 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5436421.000000 Penalty: 3480.846924
	Iteration 8F: 3 clusters Score -5436421 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -5437466.500000 Penalty: 3480.846924
	Iteration 9Q: 3 clusters Score -5437466 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -5438290.500000 Penalty: 3480.846924
	Iteration 10Q: 3 clusters Score -5438290 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -5438831.000000 Penalty: 3480.846924
	Iteration 11Q: 3 clusters Score -5438831 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -5439223.000000 Penalty: 3480.846924
	Iteration 12Q: 3 clusters Score -5439223 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5439480.500000 Penalty: 3480.846924
	Iteration 13Q: 3 clusters Score -5439480 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -5439673.500000 Penalty: 3480.846924
	Iteration 14Q: 3 clusters Score -5439674 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -5439791.000000 Penalty: 3480.846924
	Iteration 15Q: 3 clusters Score -5439791 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -5439905.000000 Penalty: 3480.846924
	Iteration 16Q: 3 clusters Score -5439905 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -5440000.500000 Penalty: 3480.846924
	Iteration 17Q: 3 clusters Score -5440000 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5440116.000000 Penalty: 3480.846924
	Iteration 18Q: 3 clusters Score -5440116 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -5440190.000000 Penalty: 3480.846924
	Iteration 19Q: 3 clusters Score -5440190 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -5440232.500000 Penalty: 3480.846924
	Iteration 20F: 3 clusters Score -5440232 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -5440286.500000 Penalty: 3480.846924
	Iteration 21Q: 3 clusters Score -5440286 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -5440321.000000 Penalty: 3480.846924
	Iteration 22Q: 3 clusters Score -5440321 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -5440344.500000 Penalty: 3480.846924
	Iteration 23Q: 3 clusters Score -5440344 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -5440369.000000 Penalty: 3480.846924
	Iteration 24Q: 3 clusters Score -5440369 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -5440406.500000 Penalty: 3480.846924
	Iteration 25Q: 3 clusters Score -5440406 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5440416.000000 Penalty: 3480.846924
	Iteration 26Q: 3 clusters Score -5440416 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -5440428.500000 Penalty: 3480.846924
	Iteration 27Q: 3 clusters Score -5440428 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -5440420.500000 Penalty: 3480.846924
	Iteration 28Q: 3 clusters Score -5440420 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -5440416.000000 Penalty: 3480.846924
	Iteration 29Q: 3 clusters Score -5440416 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -5440427.000000 Penalty: 3480.846924
	Iteration 30Q: 3 clusters Score -5440427 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -5440425.000000 Penalty: 3480.846924
	Iteration 31Q: 3 clusters Score -5440425 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -5440433.000000 Penalty: 3480.846924
	Iteration 32Q: 3 clusters Score -5440433 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -5440431.000000 Penalty: 3480.846924
	Iteration 33Q: 3 clusters Score -5440431 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -5440406.500000 Penalty: 3480.846924
	Iteration 34Q: 3 clusters Score -5440406 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -5440404.500000 Penalty: 3480.846924
	Iteration 35Q: 3 clusters Score -5440404 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -5440393.500000 Penalty: 3480.846924
	Iteration 36Q: 3 clusters Score -5440394 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -5440388.500000 Penalty: 3480.846924
	Iteration 37Q: 3 clusters Score -5440388 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -5440367.000000 Penalty: 3480.846924
	Iteration 38Q: 3 clusters Score -5440367 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -5440359.000000 Penalty: 3480.846924
	Iteration 39Q: 3 clusters Score -5440359 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -5440365.000000 Penalty: 3480.846924
	Iteration 40F: 3 clusters Score -5440365 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -5440371.500000 Penalty: 3480.846924
	Iteration 41Q: 3 clusters Score -5440372 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -5440403.000000 Penalty: 3480.846924
	Iteration 42Q: 3 clusters Score -5440403 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -5440522.000000 Penalty: 3480.846924
	Iteration 43Q: 3 clusters Score -5440522 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -5440692.000000 Penalty: 3480.846924
	Iteration 44Q: 3 clusters Score -5440692 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -5440929.000000 Penalty: 3480.846924
	Iteration 45Q: 3 clusters Score -5440929 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -5441101.500000 Penalty: 3480.846924
	Iteration 46Q: 3 clusters Score -5441102 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -5441221.500000 Penalty: 3480.846924
	Iteration 47Q: 3 clusters Score -5441222 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -5441236.000000 Penalty: 3480.846924
	Iteration 48Q: 3 clusters Score -5441236 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5441243 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -5441238.500000 Penalty: 3480.846924
	Iteration 50Q: 3 clusters Score -5441238 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5441249.500000 Penalty: 3480.846924
	Iteration 51Q: 3 clusters Score -5441250 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -5441245.000000 Penalty: 3480.846924
	Iteration 52Q: 3 clusters Score -5441245 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -5441216.000000 Penalty: 3480.846924
	Iteration 53Q: 3 clusters Score -5441216 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -5441218.500000 Penalty: 3480.846924
	Iteration 54Q: 3 clusters Score -5441218 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -5441250.500000 Penalty: 3480.846924
	Iteration 55Q: 3 clusters Score -5441250 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5441228.000000 Penalty: 3480.846924
	Iteration 56Q: 3 clusters Score -5441228 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -5441230.500000 Penalty: 3480.846924
	Iteration 57Q: 3 clusters Score -5441230 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -5441253.000000 Penalty: 3480.846924
	Iteration 58Q: 3 clusters Score -5441253 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -5441256.000000 Penalty: 3480.846924
	Iteration 59Q: 3 clusters Score -5441256 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5441252.500000 Penalty: 3480.846924
	Iteration 60F: 3 clusters Score -5441252 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -5441267.000000 Penalty: 3480.846924
	Iteration 61Q: 3 clusters Score -5441267 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -5441295.000000 Penalty: 3480.846924
	Iteration 62Q: 3 clusters Score -5441295 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -5441308.500000 Penalty: 3480.846924
	Iteration 63Q: 3 clusters Score -5441308 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -5441341.500000 Penalty: 3480.846924
	Iteration 64Q: 3 clusters Score -5441342 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -5441360.000000 Penalty: 3480.846924
	Iteration 65Q: 3 clusters Score -5441360 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -5441383.000000 Penalty: 3480.846924
	Iteration 66Q: 3 clusters Score -5441383 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -5441409.500000 Penalty: 3480.846924
	Iteration 67Q: 3 clusters Score -5441410 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -5441422.000000 Penalty: 3480.846924
	Iteration 68Q: 3 clusters Score -5441422 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -5441444.500000 Penalty: 3480.846924
	Iteration 69Q: 3 clusters Score -5441444 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -5441471.000000 Penalty: 3480.846924
	Iteration 70Q: 3 clusters Score -5441471 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -5441467.500000 Penalty: 3480.846924
	Iteration 71Q: 3 clusters Score -5441468 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -5441492.500000 Penalty: 3480.846924
	Iteration 72Q: 3 clusters Score -5441492 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -5441529.500000 Penalty: 3480.846924
	Iteration 73Q: 3 clusters Score -5441530 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -5441551.500000 Penalty: 3480.846924
	Iteration 74Q: 3 clusters Score -5441552 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -5441563.500000 Penalty: 3480.846924
	Iteration 75Q: 3 clusters Score -5441564 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -5441577.000000 Penalty: 3480.846924
	Iteration 76Q: 3 clusters Score -5441577 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -5441576.000000 Penalty: 3480.846924
	Iteration 77Q: 3 clusters Score -5441576 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -5441585.500000 Penalty: 3480.846924
	Iteration 78Q: 3 clusters Score -5441586 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -5441600.000000 Penalty: 3480.846924
	Iteration 79Q: 3 clusters Score -5441600 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -5441598.000000 Penalty: 3480.846924
	Iteration 80F: 3 clusters Score -5441598 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -5441619.000000 Penalty: 3480.846924
	Iteration 81Q: 3 clusters Score -5441619 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -5441622.500000 Penalty: 3480.846924
	Iteration 82Q: 3 clusters Score -5441622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -5441630.000000 Penalty: 3480.846924
	Iteration 83Q: 3 clusters Score -5441630 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -5441624.000000 Penalty: 3480.846924
	Iteration 84Q: 3 clusters Score -5441624 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -5441628.500000 Penalty: 3480.846924
	Iteration 85Q: 3 clusters Score -5441628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -5441621.000000 Penalty: 3480.846924
	Iteration 86Q: 3 clusters Score -5441621 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -5441635.000000 Penalty: 3480.846924
	Iteration 87Q: 3 clusters Score -5441635 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -5441626.000000 Penalty: 3480.846924
	Iteration 88Q: 3 clusters Score -5441626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -5441639.000000 Penalty: 3480.846924
	Iteration 89Q: 3 clusters Score -5441639 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -5441644.000000 Penalty: 3480.846924
	Iteration 90Q: 3 clusters Score -5441644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5441644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -5441636.000000 Penalty: 3480.846924
	Iteration 92Q: 3 clusters Score -5441636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -5441647.500000 Penalty: 3480.846924
	Iteration 93Q: 3 clusters Score -5441648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -5441658.000000 Penalty: 3480.846924
	Iteration 94Q: 3 clusters Score -5441658 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -5441666.500000 Penalty: 3480.846924
	Iteration 95Q: 3 clusters Score -5441666 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -5441674.500000 Penalty: 3480.846924
	Iteration 96Q: 3 clusters Score -5441674 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -5441696.000000 Penalty: 3480.846924
	Iteration 97Q: 3 clusters Score -5441696 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -5441700.500000 Penalty: 3480.846924
	Iteration 98Q: 3 clusters Score -5441700 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -5441699.500000 Penalty: 3480.846924
	Iteration 99Q: 3 clusters Score -5441700 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -5441718.500000 Penalty: 3480.846924
	Iteration 100F: 3 clusters Score -5441718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -5441733.500000 Penalty: 3480.846924
	Iteration 101Q: 3 clusters Score -5441734 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -5441738.500000 Penalty: 3480.846924
	Iteration 102Q: 3 clusters Score -5441738 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -5441734.000000 Penalty: 3480.846924
	Iteration 103Q: 3 clusters Score -5441734 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -5441725.500000 Penalty: 3480.846924
	Iteration 104Q: 3 clusters Score -5441726 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -5441729.500000 Penalty: 3480.846924
	Iteration 105Q: 3 clusters Score -5441730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -5441743.000000 Penalty: 3480.846924
	Iteration 106Q: 3 clusters Score -5441743 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -5441757.000000 Penalty: 3480.846924
	Iteration 107Q: 3 clusters Score -5441757 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5441762.000000 Penalty: 3480.846924
	Iteration 108Q: 3 clusters Score -5441762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -5441758.500000 Penalty: 3480.846924
	Iteration 109Q: 3 clusters Score -5441758 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -5441767.000000 Penalty: 3480.846924
	Iteration 110Q: 3 clusters Score -5441767 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -5441780.000000 Penalty: 3480.846924
	Iteration 111Q: 3 clusters Score -5441780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -5441777.000000 Penalty: 3480.846924
	Iteration 112Q: 3 clusters Score -5441777 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -5441779.500000 Penalty: 3480.846924
	Iteration 113Q: 3 clusters Score -5441780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -5441780.500000 Penalty: 3480.846924
	Iteration 114Q: 3 clusters Score -5441780 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -5441791.000000 Penalty: 3480.846924
	Iteration 115Q: 3 clusters Score -5441791 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -5441809.500000 Penalty: 3480.846924
	Iteration 116Q: 3 clusters Score -5441810 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -5441817.500000 Penalty: 3480.846924
	Iteration 117Q: 3 clusters Score -5441818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -5441824.000000 Penalty: 3480.846924
	Iteration 118Q: 3 clusters Score -5441824 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -5441825.500000 Penalty: 3480.846924
	Iteration 119Q: 3 clusters Score -5441826 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -5441834.500000 Penalty: 3480.846924
	Iteration 120F: 3 clusters Score -5441834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5441819.000000 Penalty: 3480.846924
	Iteration 121Q: 3 clusters Score -5441819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -5441824.500000 Penalty: 3480.846924
	Iteration 122Q: 3 clusters Score -5441824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5441815.000000 Penalty: 3480.846924
	Iteration 123Q: 3 clusters Score -5441815 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -5441806.500000 Penalty: 3480.846924
	Iteration 124Q: 3 clusters Score -5441806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -5441805.500000 Penalty: 3480.846924
	Iteration 125Q: 3 clusters Score -5441806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -5441821.500000 Penalty: 3480.846924
	Iteration 126Q: 3 clusters Score -5441822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5441832.000000 Penalty: 3480.846924
	Iteration 127Q: 3 clusters Score -5441832 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -5441837.000000 Penalty: 3480.846924
	Iteration 128Q: 3 clusters Score -5441837 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -5441852.500000 Penalty: 3480.846924
	Iteration 129Q: 3 clusters Score -5441852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5441842.000000 Penalty: 3480.846924
	Iteration 130Q: 3 clusters Score -5441842 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -5441852.500000 Penalty: 3480.846924
	Iteration 131Q: 3 clusters Score -5441852 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5441844.500000 Penalty: 3480.846924
	Iteration 132Q: 3 clusters Score -5441844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -5441834.000000 Penalty: 3480.846924
	Iteration 133Q: 3 clusters Score -5441834 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5441849.500000 Penalty: 3480.846924
	Iteration 134Q: 3 clusters Score -5441850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5441863.500000 Penalty: 3480.846924
	Iteration 135Q: 3 clusters Score -5441864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5441845.000000 Penalty: 3480.846924
	Iteration 136Q: 3 clusters Score -5441845 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -5441832.000000 Penalty: 3480.846924
	Iteration 137Q: 3 clusters Score -5441832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -5441855.500000 Penalty: 3480.846924
	Iteration 138Q: 3 clusters Score -5441856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -5441850.000000 Penalty: 3480.846924
	Iteration 139Q: 3 clusters Score -5441850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -5441858.500000 Penalty: 3480.846924
	Iteration 140F: 3 clusters Score -5441858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -5441854.500000 Penalty: 3480.846924
	Iteration 141Q: 3 clusters Score -5441854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5441854 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5441840 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5441852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -5441862.500000 Penalty: 3480.846924
	Iteration 145Q: 3 clusters Score -5441862 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5441854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5441861 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5441857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5441857 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5441871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -5441866.500000 Penalty: 3480.846924
	Iteration 151Q: 3 clusters Score -5441866 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5441861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5441862 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5441844 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5441856 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21815 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5441848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5441850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5441857 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21795 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5441857 nChanged 26
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5441865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5441864 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21793 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5441850 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21793 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5441846 nChanged 11
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5441852 nChanged 10
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5441847 nChanged 9
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5441839 nChanged 12
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5441844 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5441848 nChanged 9
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5441844 nChanged 6
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5441838 nChanged 7
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5441841 nChanged 10
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5441840 nChanged 12
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5441847 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5441846 nChanged 7
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5441843 nChanged 10
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5441840 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5441832 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5441834 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21781 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5441840 nChanged 31
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Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5441848 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5441833 nChanged 18
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	Iteration 182Q: 3 clusters Score -5441836 nChanged 17
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5441841 nChanged 15
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	Iteration 184Q: 3 clusters Score -5441847 nChanged 18
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5441855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5441868 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21729 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5441858 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5441867 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21724 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5441864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5441862 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5441865 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5441866 nChanged 38
Entering Unmasked Mstep 
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	Iteration 193Q: 3 clusters Score -5441853 nChanged 43
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	Iteration 194Q: 3 clusters Score -5441844 nChanged 47
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	Iteration 195Q: 3 clusters Score -5441844 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5441850 nChanged 49
Entering Unmasked Mstep 
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	Iteration 197Q: 3 clusters Score -5441848 nChanged 52
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5441850 nChanged 58
Entering Unmasked Mstep 
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Score: -5441851.000000 Penalty: 3480.846924
	Iteration 199Q: 3 clusters Score -5441851 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21716 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5441848 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5441854 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21731 members 
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	Iteration 202Q: 3 clusters Score -5441849 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5441848 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5441843 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5441848 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5441860.500000 Penalty: 3480.846924
	Iteration 206Q: 3 clusters Score -5441860 nChanged 43
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5441868 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5441876 nChanged 55
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5441872 nChanged 55
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5441866 nChanged 46
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	Iteration 211Q: 3 clusters Score -5441873 nChanged 50
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5441884 nChanged 52
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5441876 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5441890 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5441896 nChanged 42
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	Iteration 216Q: 3 clusters Score -5441903 nChanged 42
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	Iteration 217Q: 3 clusters Score -5441894 nChanged 44
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5441908 nChanged 36
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	Iteration 219Q: 3 clusters Score -5441909 nChanged 37
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Entering Unmasked Estep 
Score: -5441906.500000 Penalty: 3480.846924
	Iteration 220F: 3 clusters Score -5441906 nChanged 35
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Entering Unmasked Estep 
Score: -5441916.000000 Penalty: 3480.846924
	Iteration 221Q: 3 clusters Score -5441916 nChanged 32
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5441920 nChanged 35
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5441929 nChanged 39
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5441930 nChanged 47
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5441938 nChanged 54
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5441936 nChanged 65
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	Iteration 227Q: 3 clusters Score -5441930 nChanged 58
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	Iteration 228Q: 3 clusters Score -5441934 nChanged 71
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5441936 nChanged 60
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5441950 nChanged 47
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	Iteration 231Q: 3 clusters Score -5441940 nChanged 32
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5441946 nChanged 45
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	Iteration 233Q: 3 clusters Score -5441946 nChanged 50
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5441946 nChanged 39
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5441944 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -5441945.500000 Penalty: 3480.846924
	Iteration 236Q: 3 clusters Score -5441946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -5441963.500000 Penalty: 3480.846924
	Iteration 237Q: 3 clusters Score -5441964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -5441961.000000 Penalty: 3480.846924
	Iteration 238Q: 3 clusters Score -5441961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -5441976.000000 Penalty: 3480.846924
	Iteration 239Q: 3 clusters Score -5441976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -5441973.000000 Penalty: 3480.846924
	Iteration 240F: 3 clusters Score -5441973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5441976.500000 Penalty: 3480.846924
	Iteration 241Q: 3 clusters Score -5441976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5441971.500000 Penalty: 3480.846924
	Iteration 242Q: 3 clusters Score -5441972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5441979.500000 Penalty: 3480.846924
	Iteration 243Q: 3 clusters Score -5441980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5441974.000000 Penalty: 3480.846924
	Iteration 244Q: 3 clusters Score -5441974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5441983.500000 Penalty: 3480.846924
	Iteration 245Q: 3 clusters Score -5441984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5441987.000000 Penalty: 3480.846924
	Iteration 246Q: 3 clusters Score -5441987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5441988.000000 Penalty: 3480.846924
	Iteration 247Q: 3 clusters Score -5441988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -5441989.000000 Penalty: 3480.846924
	Iteration 248Q: 3 clusters Score -5441989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5441985.500000 Penalty: 3480.846924
	Iteration 249Q: 3 clusters Score -5441986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5441987.000000 Penalty: 3480.846924
	Iteration 250Q: 3 clusters Score -5441987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5441982.000000 Penalty: 3480.846924
	Iteration 251Q: 3 clusters Score -5441982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5441984.000000 Penalty: 3480.846924
	Iteration 252Q: 3 clusters Score -5441984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -5441978.500000 Penalty: 3480.846924
	Iteration 253Q: 3 clusters Score -5441978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5441972.000000 Penalty: 3480.846924
	Iteration 254Q: 3 clusters Score -5441972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5441974.000000 Penalty: 3480.846924
	Iteration 255Q: 3 clusters Score -5441974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -5441965.000000 Penalty: 3480.846924
	Iteration 256Q: 3 clusters Score -5441965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5441962.500000 Penalty: 3480.846924
	Iteration 257Q: 3 clusters Score -5441962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -5441964.000000 Penalty: 3480.846924
	Iteration 258Q: 3 clusters Score -5441964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -5441954.000000 Penalty: 3480.846924
	Iteration 259Q: 3 clusters Score -5441954 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5441960.000000 Penalty: 3480.846924
	Iteration 260F: 3 clusters Score -5441960 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5441955.000000 Penalty: 3480.846924
	Iteration 261Q: 3 clusters Score -5441955 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -5441967.000000 Penalty: 3480.846924
	Iteration 262Q: 3 clusters Score -5441967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -5441978.000000 Penalty: 3480.846924
	Iteration 263Q: 3 clusters Score -5441978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -5441983.000000 Penalty: 3480.846924
	Iteration 264Q: 3 clusters Score -5441983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5441983.500000 Penalty: 3480.846924
	Iteration 265Q: 3 clusters Score -5441984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -5441983.000000 Penalty: 3480.846924
	Iteration 266Q: 3 clusters Score -5441983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5441988.500000 Penalty: 3480.846924
	Iteration 267Q: 3 clusters Score -5441988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -5441992.500000 Penalty: 3480.846924
	Iteration 268Q: 3 clusters Score -5441992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -5441994.000000 Penalty: 3480.846924
	Iteration 269Q: 3 clusters Score -5441994 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5441995.500000 Penalty: 3480.846924
	Iteration 270Q: 3 clusters Score -5441996 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -5441988.000000 Penalty: 3480.846924
	Iteration 271Q: 3 clusters Score -5441988 nChanged 14
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Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -5441988.500000 Penalty: 3480.846924
	Iteration 272Q: 3 clusters Score -5441988 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -5441988.500000 Penalty: 3480.846924
	Iteration 273Q: 3 clusters Score -5441988 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -5441989.000000 Penalty: 3480.846924
	Iteration 274Q: 3 clusters Score -5441989 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -5441991.000000 Penalty: 3480.846924
	Iteration 275Q: 3 clusters Score -5441991 nChanged 4
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Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -5441992.500000 Penalty: 3480.846924
	Iteration 276Q: 3 clusters Score -5441992 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -5441992.000000 Penalty: 3480.846924
	Iteration 277Q: 3 clusters Score -5441992 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -5441992.500000 Penalty: 3480.846924
	Iteration 278Q: 3 clusters Score -5441992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -5441992.500000 Penalty: 3480.846924
	Iteration 279Q: 3 clusters Score -5441992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5441990.500000 Penalty: 3480.846924
	Iteration 280F: 3 clusters Score -5441990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5441989.500000 Penalty: 3480.846924
	Iteration 281Q: 3 clusters Score -5441990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -5441992.500000 Penalty: 3480.846924
	Iteration 282Q: 3 clusters Score -5441992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5441992.000000 Penalty: 3480.846924
	Iteration 283Q: 3 clusters Score -5441992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -5441998.000000 Penalty: 3480.846924
	Iteration 284Q: 3 clusters Score -5441998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -5441992.500000 Penalty: 3480.846924
	Iteration 285Q: 3 clusters Score -5441992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5441987.000000 Penalty: 3480.846924
	Iteration 286Q: 3 clusters Score -5441987 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -5441991.500000 Penalty: 3480.846924
	Iteration 287Q: 3 clusters Score -5441992 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -5441987.000000 Penalty: 3480.846924
	Iteration 288Q: 3 clusters Score -5441987 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5441978.500000 Penalty: 3480.846924
	Iteration 289Q: 3 clusters Score -5441978 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -5441983.500000 Penalty: 3480.846924
	Iteration 290Q: 3 clusters Score -5441984 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5441990.000000 Penalty: 3480.846924
	Iteration 291Q: 3 clusters Score -5441990 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5441991.500000 Penalty: 3480.846924
	Iteration 292Q: 3 clusters Score -5441992 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5441984.000000 Penalty: 3480.846924
	Iteration 293Q: 3 clusters Score -5441984 nChanged 28
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Entering Unmasked Estep 
Score: -5441991.500000 Penalty: 3480.846924
	Iteration 294Q: 3 clusters Score -5441992 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5441983.500000 Penalty: 3480.846924
	Iteration 295Q: 3 clusters Score -5441984 nChanged 30
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Entering Unmasked Estep 
Score: -5441987.500000 Penalty: 3480.846924
	Iteration 296Q: 3 clusters Score -5441988 nChanged 30
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Entering Unmasked Estep 
Score: -5442001.000000 Penalty: 3480.846924
	Iteration 297Q: 3 clusters Score -5442001 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -5442016.500000 Penalty: 3480.846924
	Iteration 298Q: 3 clusters Score -5442016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5442004.000000 Penalty: 3480.846924
	Iteration 299Q: 3 clusters Score -5442004 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5442012.500000 Penalty: 3480.846924
	Iteration 300F: 3 clusters Score -5442012 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -5442014.500000 Penalty: 3480.846924
	Iteration 301Q: 3 clusters Score -5442014 nChanged 55
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5442000.500000 Penalty: 3480.846924
	Iteration 302Q: 3 clusters Score -5442000 nChanged 52
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5441993.000000 Penalty: 3480.846924
	Iteration 303Q: 3 clusters Score -5441993 nChanged 61
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5441996.500000 Penalty: 3480.846924
	Iteration 304Q: 3 clusters Score -5441996 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -5441994.000000 Penalty: 3480.846924
	Iteration 305Q: 3 clusters Score -5441994 nChanged 58
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Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -5441992 nChanged 57
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Entering Unmasked Estep 
Score: -5441982.000000 Penalty: 3480.846924
	Iteration 307Q: 3 clusters Score -5441982 nChanged 64
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Entering Unmasked Estep 
Score: -5442007.500000 Penalty: 3480.846924
	Iteration 308Q: 3 clusters Score -5442008 nChanged 52
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Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -5442001.500000 Penalty: 3480.846924
	Iteration 309Q: 3 clusters Score -5442002 nChanged 46
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Entering Unmasked Estep 
Score: -5441998.000000 Penalty: 3480.846924
	Iteration 310Q: 3 clusters Score -5441998 nChanged 43
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Entering Unmasked Estep 
Score: -5442009.500000 Penalty: 3480.846924
	Iteration 311Q: 3 clusters Score -5442010 nChanged 45
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Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -5442007 nChanged 40
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Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -5442010 nChanged 28
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Entering Unmasked Estep 
Score: -5442026.500000 Penalty: 3480.846924
	Iteration 314Q: 3 clusters Score -5442026 nChanged 20
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Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -5442023.000000 Penalty: 3480.846924
	Iteration 315Q: 3 clusters Score -5442023 nChanged 17
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Entering Unmasked Estep 
Score: -5442034.000000 Penalty: 3480.846924
	Iteration 316Q: 3 clusters Score -5442034 nChanged 15
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Entering Unmasked Estep 
Score: -5442029.500000 Penalty: 3480.846924
	Iteration 317Q: 3 clusters Score -5442030 nChanged 13
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Entering Unmasked Estep 
Score: -5442035.000000 Penalty: 3480.846924
	Iteration 318Q: 3 clusters Score -5442035 nChanged 7
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Entering Unmasked Estep 
Score: -5442033.000000 Penalty: 3480.846924
	Iteration 319Q: 3 clusters Score -5442033 nChanged 8
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Entering Unmasked Estep 
Score: -5442032.500000 Penalty: 3480.846924
	Iteration 320F: 3 clusters Score -5442032 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -5442030 nChanged 7
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Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -5442030 nChanged 5
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Entering Unmasked Estep 
Score: -5442023.000000 Penalty: 3480.846924
	Iteration 323Q: 3 clusters Score -5442023 nChanged 2
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Entering Unmasked Estep 
Score: -5442025.500000 Penalty: 3480.846924
	Iteration 324Q: 3 clusters Score -5442026 nChanged 4
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Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -5442025 nChanged 5
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Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -5442030 nChanged 2
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Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -5442030 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -5442032 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -5442034 nChanged 0
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 330F: 3 clusters Score -5442034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 5 contains 36558 members 
Mstep: Class 8 contains 19842 members 
Mstep: Class 9 contains 30324 members 
Mstep: Class 11 contains 31801 members 
Mstep: Class 12 contains 16323 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 144 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 21743 members 
Mstep: Class 20 contains 27611 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
Score: -26433604.000000 Penalty: 27982.333984
Splitting cluster 18 changes total score from -26434786.000000 to -26433604.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (27611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Entering Unmasked Estep 
Score: -3471221.000000 Penalty: 1661.719971
	Iteration 0F: 2 clusters Score -3471221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3454180.750000 Penalty: 3323.439941
	Iteration 0F: 3 clusters Score -3454181 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3460908.250000 Penalty: 3323.439941
	Iteration 1F: 3 clusters Score -3460908 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3461132.750000 Penalty: 3323.439941
	Iteration 2Q: 3 clusters Score -3461133 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3461319.000000 Penalty: 3323.439941
	Iteration 3Q: 3 clusters Score -3461319 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3461515.250000 Penalty: 3323.439941
	Iteration 4Q: 3 clusters Score -3461515 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3461721.750000 Penalty: 3323.439941
	Iteration 5Q: 3 clusters Score -3461722 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3461964.750000 Penalty: 3323.439941
	Iteration 6Q: 3 clusters Score -3461965 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3462318.750000 Penalty: 3323.439941
	Iteration 7Q: 3 clusters Score -3462319 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3462792.250000 Penalty: 3323.439941
	Iteration 8Q: 3 clusters Score -3462792 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3463525.750000 Penalty: 3323.439941
	Iteration 9Q: 3 clusters Score -3463526 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3464588.000000 Penalty: 3323.439941
	Iteration 10F: 3 clusters Score -3464588 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3466267.750000 Penalty: 3323.439941
	Iteration 11F: 3 clusters Score -3466268 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3467669.250000 Penalty: 3323.439941
	Iteration 12F: 3 clusters Score -3467669 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3468648.250000 Penalty: 3323.439941
	Iteration 13Q: 3 clusters Score -3468648 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3469226.000000 Penalty: 3323.439941
	Iteration 14Q: 3 clusters Score -3469226 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3469499.250000 Penalty: 3323.439941
	Iteration 15Q: 3 clusters Score -3469499 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3469681.000000 Penalty: 3323.439941
	Iteration 16Q: 3 clusters Score -3469681 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3469730.000000 Penalty: 3323.439941
	Iteration 17Q: 3 clusters Score -3469730 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -3469773.500000 Penalty: 3323.439941
	Iteration 18Q: 3 clusters Score -3469774 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3469804.250000 Penalty: 3323.439941
	Iteration 19Q: 3 clusters Score -3469804 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3469808.250000 Penalty: 3323.439941
	Iteration 20F: 3 clusters Score -3469808 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -3469824.750000 Penalty: 3323.439941
	Iteration 21Q: 3 clusters Score -3469825 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3469852.250000 Penalty: 3323.439941
	Iteration 22Q: 3 clusters Score -3469852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3469855.500000 Penalty: 3323.439941
	Iteration 23Q: 3 clusters Score -3469856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3469851.500000 Penalty: 3323.439941
	Iteration 24Q: 3 clusters Score -3469852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3469874.750000 Penalty: 3323.439941
	Iteration 25Q: 3 clusters Score -3469875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3469869.500000 Penalty: 3323.439941
	Iteration 26Q: 3 clusters Score -3469870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3469884.250000 Penalty: 3323.439941
	Iteration 27Q: 3 clusters Score -3469884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3469889.750000 Penalty: 3323.439941
	Iteration 28Q: 3 clusters Score -3469890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3469904.750000 Penalty: 3323.439941
	Iteration 29Q: 3 clusters Score -3469905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -3469911.250000 Penalty: 3323.439941
	Iteration 30Q: 3 clusters Score -3469911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3469919.000000 Penalty: 3323.439941
	Iteration 31Q: 3 clusters Score -3469919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3469931.500000 Penalty: 3323.439941
	Iteration 32Q: 3 clusters Score -3469932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3469934.500000 Penalty: 3323.439941
	Iteration 33Q: 3 clusters Score -3469934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3469940.500000 Penalty: 3323.439941
	Iteration 34Q: 3 clusters Score -3469940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3469936.750000 Penalty: 3323.439941
	Iteration 35Q: 3 clusters Score -3469937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3469936.000000 Penalty: 3323.439941
	Iteration 36Q: 3 clusters Score -3469936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3469931.500000 Penalty: 3323.439941
	Iteration 37Q: 3 clusters Score -3469932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3469930.250000 Penalty: 3323.439941
	Iteration 38Q: 3 clusters Score -3469930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3469932.500000 Penalty: 3323.439941
	Iteration 39Q: 3 clusters Score -3469932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3469937.500000 Penalty: 3323.439941
	Iteration 40F: 3 clusters Score -3469938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3469941.000000 Penalty: 3323.439941
	Iteration 41Q: 3 clusters Score -3469941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3469935.250000 Penalty: 3323.439941
	Iteration 42Q: 3 clusters Score -3469935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3469939.750000 Penalty: 3323.439941
	Iteration 43Q: 3 clusters Score -3469940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3469943.250000 Penalty: 3323.439941
	Iteration 44Q: 3 clusters Score -3469943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -3469947.500000 Penalty: 3323.439941
	Iteration 45Q: 3 clusters Score -3469948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3469944.000000 Penalty: 3323.439941
	Iteration 46Q: 3 clusters Score -3469944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3469943.250000 Penalty: 3323.439941
	Iteration 47Q: 3 clusters Score -3469943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3469938.000000 Penalty: 3323.439941
	Iteration 48Q: 3 clusters Score -3469938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3469945.000000 Penalty: 3323.439941
	Iteration 49Q: 3 clusters Score -3469945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3469941.250000 Penalty: 3323.439941
	Iteration 50Q: 3 clusters Score -3469941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3469940.250000 Penalty: 3323.439941
	Iteration 51Q: 3 clusters Score -3469940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3469940.000000 Penalty: 3323.439941
	Iteration 52Q: 3 clusters Score -3469940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3469941.000000 Penalty: 3323.439941
	Iteration 53Q: 3 clusters Score -3469941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3469937.250000 Penalty: 3323.439941
	Iteration 54Q: 3 clusters Score -3469937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3469944.000000 Penalty: 3323.439941
	Iteration 55Q: 3 clusters Score -3469944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3469938.500000 Penalty: 3323.439941
	Iteration 56Q: 3 clusters Score -3469938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3469940.750000 Penalty: 3323.439941
	Iteration 57Q: 3 clusters Score -3469941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3469942.250000 Penalty: 3323.439941
	Iteration 58Q: 3 clusters Score -3469942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3469946.500000 Penalty: 3323.439941
	Iteration 59Q: 3 clusters Score -3469946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3469949.000000 Penalty: 3323.439941
	Iteration 60F: 3 clusters Score -3469949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3469949.250000 Penalty: 3323.439941
	Iteration 61Q: 3 clusters Score -3469949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -3469948.000000 Penalty: 3323.439941
	Iteration 62Q: 3 clusters Score -3469948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3469945.000000 Penalty: 3323.439941
	Iteration 63Q: 3 clusters Score -3469945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3469945.000000 Penalty: 3323.439941
	Iteration 64F: 3 clusters Score -3469945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -43225.886719 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -43225.89 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 219 members 
Entering Unmasked Estep 
Score: -42307.699219 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -42307.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42444.093750 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -42444.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42481.632812 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -42481.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42500.855469 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -42500.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42514.695312 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -42514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42519.820312 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -42519.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42519.820312 Penalty: 1966.928955
	Iteration 6F: 3 clusters Score -42519.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 5 contains 36558 members 
Mstep: Class 8 contains 19842 members 
Mstep: Class 9 contains 30324 members 
Mstep: Class 11 contains 31801 members 
Mstep: Class 12 contains 16323 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 144 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 44815 members 
Mstep: Class 20 contains 27611 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434150.000000 Penalty: 25983.595703
Iteration 39Q: 14 clusters Score -2.643415e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 5789 members 
Mstep: Class 5 contains 36713 members 
Mstep: Class 8 contains 19429 members 
Mstep: Class 9 contains 30367 members 
Mstep: Class 11 contains 31873 members 
Mstep: Class 12 contains 16190 members 
Mstep: Class 14 contains 4422 members 
Mstep: Class 15 contains 144 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 44692 members 
Mstep: Class 20 contains 27925 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433592.000000 Penalty: 25983.595703
Iteration 40F: 14 clusters Score -2.643359e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 5 contains 36966 members 
Mstep: Class 8 contains 19209 members 
Mstep: Class 9 contains 30369 members 
Mstep: Class 11 contains 31950 members 
Mstep: Class 12 contains 16133 members 
Mstep: Class 14 contains 4594 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 44446 members 
Mstep: Class 20 contains 27988 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433588.000000 Penalty: 25983.595703
Iteration 41Q: 14 clusters Score -2.643359e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 5 contains 37213 members 
Mstep: Class 8 contains 19184 members 
Mstep: Class 9 contains 30447 members 
Mstep: Class 11 contains 32012 members 
Mstep: Class 12 contains 16119 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 141 members 
Mstep: Class 16 contains 1358 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 44295 members 
Mstep: Class 20 contains 27656 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433400.000000 Penalty: 25983.595703
Iteration 42Q: 14 clusters Score -2.64334e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 5767 members 
Mstep: Class 5 contains 37449 members 
Mstep: Class 8 contains 19364 members 
Mstep: Class 9 contains 30514 members 
Mstep: Class 11 contains 32017 members 
Mstep: Class 12 contains 16147 members 
Mstep: Class 14 contains 4856 members 
Mstep: Class 15 contains 141 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 44181 members 
Mstep: Class 20 contains 27103 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433522.000000 Penalty: 25983.595703
Iteration 43Q: 14 clusters Score -2.643352e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 5797 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 8 contains 19592 members 
Mstep: Class 9 contains 30594 members 
Mstep: Class 11 contains 31983 members 
Mstep: Class 12 contains 16177 members 
Mstep: Class 14 contains 4995 members 
Mstep: Class 15 contains 141 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 44026 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433884.000000 Penalty: 25983.595703
Iteration 44Q: 14 clusters Score -2.643388e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 5842 members 
Mstep: Class 5 contains 37993 members 
Mstep: Class 8 contains 19779 members 
Mstep: Class 9 contains 30619 members 
Mstep: Class 11 contains 31978 members 
Mstep: Class 12 contains 16190 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 141 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 43952 members 
Mstep: Class 20 contains 25915 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434120.000000 Penalty: 25983.595703
Iteration 45Q: 14 clusters Score -2.643412e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 5880 members 
Mstep: Class 5 contains 38222 members 
Mstep: Class 8 contains 20032 members 
Mstep: Class 9 contains 30623 members 
Mstep: Class 11 contains 31902 members 
Mstep: Class 12 contains 16223 members 
Mstep: Class 14 contains 5256 members 
Mstep: Class 15 contains 141 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 43899 members 
Mstep: Class 20 contains 25354 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434462.000000 Penalty: 25983.595703
Iteration 46Q: 14 clusters Score -2.643446e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 5925 members 
Mstep: Class 5 contains 38444 members 
Mstep: Class 8 contains 20304 members 
Mstep: Class 9 contains 30646 members 
Mstep: Class 11 contains 31860 members 
Mstep: Class 12 contains 16231 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 141 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 43821 members 
Mstep: Class 20 contains 24784 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434964.000000 Penalty: 25983.595703
Iteration 47Q: 14 clusters Score -2.643496e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 5994 members 
Mstep: Class 5 contains 38639 members 
Mstep: Class 8 contains 20613 members 
Mstep: Class 9 contains 30623 members 
Mstep: Class 11 contains 31808 members 
Mstep: Class 12 contains 16197 members 
Mstep: Class 14 contains 5491 members 
Mstep: Class 15 contains 141 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 43743 members 
Mstep: Class 20 contains 24281 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435666.000000 Penalty: 25983.595703
Iteration 48Q: 14 clusters Score -2.643567e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6065 members 
Mstep: Class 5 contains 38836 members 
Mstep: Class 8 contains 20940 members 
Mstep: Class 9 contains 30546 members 
Mstep: Class 11 contains 31735 members 
Mstep: Class 12 contains 16124 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 141 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 43699 members 
Mstep: Class 20 contains 23844 members 
Mstep: Class 21 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26436138.000000 Penalty: 25983.595703
Iteration 49Q: 14 clusters Score -2.643614e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 5 contains 39038 members 
Mstep: Class 8 contains 21304 members 
Mstep: Class 9 contains 30483 members 
Mstep: Class 11 contains 31640 members 
Mstep: Class 12 contains 16017 members 
Mstep: Class 14 contains 5699 members 
Mstep: Class 15 contains 141 members 
Mstep: Class 16 contains 1373 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 43648 members 
Mstep: Class 20 contains 23444 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26436668.000000 Penalty: 25983.595703
Iteration 50Q: 14 clusters Score -2.643667e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 5 contains 39273 members 
Mstep: Class 8 contains 21648 members 
Mstep: Class 9 contains 30382 members 
Mstep: Class 11 contains 31545 members 
Mstep: Class 12 contains 15885 members 
Mstep: Class 14 contains 5786 members 
Mstep: Class 15 contains 141 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 43601 members 
Mstep: Class 20 contains 23103 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26437060.000000 Penalty: 25983.595703
Iteration 51Q: 14 clusters Score -2.643706e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6216 members 
Mstep: Class 5 contains 39461 members 
Mstep: Class 8 contains 21974 members 
Mstep: Class 9 contains 30311 members 
Mstep: Class 11 contains 31440 members 
Mstep: Class 12 contains 15724 members 
Mstep: Class 14 contains 5845 members 
Mstep: Class 15 contains 141 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 43554 members 
Mstep: Class 20 contains 22860 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26437450.000000 Penalty: 25983.595703
Iteration 52Q: 14 clusters Score -2.643745e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6261 members 
Mstep: Class 5 contains 39554 members 
Mstep: Class 8 contains 22356 members 
Mstep: Class 9 contains 30233 members 
Mstep: Class 11 contains 31337 members 
Mstep: Class 12 contains 15550 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1373 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 43607 members 
Mstep: Class 20 contains 22591 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26437760.000000 Penalty: 25983.595703
Iteration 53Q: 14 clusters Score -2.643776e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 5 contains 39585 members 
Mstep: Class 8 contains 22710 members 
Mstep: Class 9 contains 30133 members 
Mstep: Class 11 contains 31255 members 
Mstep: Class 12 contains 15332 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1373 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 43721 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438064.000000 Penalty: 25983.595703
Iteration 54Q: 14 clusters Score -2.643806e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6339 members 
Mstep: Class 5 contains 39570 members 
Mstep: Class 8 contains 23102 members 
Mstep: Class 9 contains 30068 members 
Mstep: Class 11 contains 31201 members 
Mstep: Class 12 contains 15088 members 
Mstep: Class 14 contains 6012 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 43754 members 
Mstep: Class 20 contains 22251 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438414.000000 Penalty: 25983.595703
Iteration 55Q: 14 clusters Score -2.643841e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6383 members 
Mstep: Class 5 contains 39568 members 
Mstep: Class 8 contains 23480 members 
Mstep: Class 9 contains 30035 members 
Mstep: Class 11 contains 31129 members 
Mstep: Class 12 contains 14857 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 43797 members 
Mstep: Class 20 contains 22075 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438694.000000 Penalty: 25983.595703
Iteration 56Q: 14 clusters Score -2.643869e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 5 contains 39562 members 
Mstep: Class 8 contains 23875 members 
Mstep: Class 9 contains 30028 members 
Mstep: Class 11 contains 31081 members 
Mstep: Class 12 contains 14609 members 
Mstep: Class 14 contains 6097 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 43833 members 
Mstep: Class 20 contains 21875 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438954.000000 Penalty: 25983.595703
Iteration 57Q: 14 clusters Score -2.643895e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 5 contains 39572 members 
Mstep: Class 8 contains 24257 members 
Mstep: Class 9 contains 30019 members 
Mstep: Class 11 contains 31036 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 14 contains 6130 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 43856 members 
Mstep: Class 20 contains 21657 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439314.000000 Penalty: 25983.595703
Iteration 58Q: 14 clusters Score -2.643931e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6527 members 
Mstep: Class 5 contains 39603 members 
Mstep: Class 8 contains 24607 members 
Mstep: Class 9 contains 30029 members 
Mstep: Class 11 contains 30977 members 
Mstep: Class 12 contains 14162 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 43894 members 
Mstep: Class 20 contains 21424 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439472.000000 Penalty: 25983.595703
Iteration 59Q: 14 clusters Score -2.643947e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6567 members 
Mstep: Class 5 contains 39684 members 
Mstep: Class 8 contains 24901 members 
Mstep: Class 9 contains 30040 members 
Mstep: Class 11 contains 30939 members 
Mstep: Class 12 contains 13939 members 
Mstep: Class 14 contains 6176 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 43887 members 
Mstep: Class 20 contains 21257 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439474.000000 Penalty: 25983.595703
Iteration 60F: 14 clusters Score -2.643947e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 5 contains 39721 members 
Mstep: Class 8 contains 25117 members 
Mstep: Class 9 contains 30029 members 
Mstep: Class 11 contains 30891 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 14 contains 6203 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 43942 members 
Mstep: Class 20 contains 21163 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439302.000000 Penalty: 25983.595703
Iteration 61Q: 14 clusters Score -2.64393e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6639 members 
Mstep: Class 5 contains 39740 members 
Mstep: Class 8 contains 25321 members 
Mstep: Class 9 contains 29968 members 
Mstep: Class 11 contains 30836 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 14 contains 6237 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 43975 members 
Mstep: Class 20 contains 21162 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439414.000000 Penalty: 25983.595703
Iteration 62Q: 14 clusters Score -2.643941e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6682 members 
Mstep: Class 5 contains 39710 members 
Mstep: Class 8 contains 25459 members 
Mstep: Class 9 contains 29893 members 
Mstep: Class 11 contains 30790 members 
Mstep: Class 12 contains 13338 members 
Mstep: Class 14 contains 6273 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44022 members 
Mstep: Class 20 contains 21222 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439648.000000 Penalty: 25983.595703
Iteration 63Q: 14 clusters Score -2.643965e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6728 members 
Mstep: Class 5 contains 39731 members 
Mstep: Class 8 contains 25446 members 
Mstep: Class 9 contains 29777 members 
Mstep: Class 11 contains 30780 members 
Mstep: Class 12 contains 13210 members 
Mstep: Class 14 contains 6301 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44009 members 
Mstep: Class 20 contains 21410 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439680.000000 Penalty: 25983.595703
Iteration 64Q: 14 clusters Score -2.643968e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6771 members 
Mstep: Class 5 contains 39734 members 
Mstep: Class 8 contains 25359 members 
Mstep: Class 9 contains 29642 members 
Mstep: Class 11 contains 30774 members 
Mstep: Class 12 contains 13108 members 
Mstep: Class 14 contains 6334 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 43978 members 
Mstep: Class 20 contains 21694 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439880.000000 Penalty: 25983.595703
Iteration 65Q: 14 clusters Score -2.643988e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 5 contains 39724 members 
Mstep: Class 8 contains 25239 members 
Mstep: Class 9 contains 29509 members 
Mstep: Class 11 contains 30783 members 
Mstep: Class 12 contains 12981 members 
Mstep: Class 14 contains 6374 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 43931 members 
Mstep: Class 20 contains 22057 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440132.000000 Penalty: 25983.595703
Iteration 66Q: 14 clusters Score -2.644013e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 5 contains 39741 members 
Mstep: Class 8 contains 25015 members 
Mstep: Class 9 contains 29352 members 
Mstep: Class 11 contains 30803 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 14 contains 6405 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 43929 members 
Mstep: Class 20 contains 22433 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440500.000000 Penalty: 25983.595703
Iteration 67Q: 14 clusters Score -2.64405e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6837 members 
Mstep: Class 5 contains 39767 members 
Mstep: Class 8 contains 24754 members 
Mstep: Class 9 contains 29229 members 
Mstep: Class 11 contains 30818 members 
Mstep: Class 12 contains 12807 members 
Mstep: Class 14 contains 6431 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 43949 members 
Mstep: Class 20 contains 22798 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440612.000000 Penalty: 25983.595703
Iteration 68Q: 14 clusters Score -2.644061e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6855 members 
Mstep: Class 5 contains 39803 members 
Mstep: Class 8 contains 24459 members 
Mstep: Class 9 contains 29118 members 
Mstep: Class 11 contains 30835 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 14 contains 6451 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 43965 members 
Mstep: Class 20 contains 23167 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440540.000000 Penalty: 25983.595703
Iteration 69Q: 14 clusters Score -2.644054e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6870 members 
Mstep: Class 5 contains 39848 members 
Mstep: Class 8 contains 24187 members 
Mstep: Class 9 contains 29006 members 
Mstep: Class 11 contains 30845 members 
Mstep: Class 12 contains 12652 members 
Mstep: Class 14 contains 6467 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 43972 members 
Mstep: Class 20 contains 23541 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440622.000000 Penalty: 25983.595703
Iteration 70Q: 14 clusters Score -2.644062e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6882 members 
Mstep: Class 5 contains 39864 members 
Mstep: Class 8 contains 23891 members 
Mstep: Class 9 contains 28904 members 
Mstep: Class 11 contains 30851 members 
Mstep: Class 12 contains 12588 members 
Mstep: Class 14 contains 6477 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44002 members 
Mstep: Class 20 contains 23930 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440756.000000 Penalty: 25983.595703
Iteration 71Q: 14 clusters Score -2.644076e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6891 members 
Mstep: Class 5 contains 39857 members 
Mstep: Class 8 contains 23572 members 
Mstep: Class 9 contains 28818 members 
Mstep: Class 11 contains 30846 members 
Mstep: Class 12 contains 12524 members 
Mstep: Class 14 contains 6478 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44092 members 
Mstep: Class 20 contains 24310 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440966.000000 Penalty: 25983.595703
Iteration 72Q: 14 clusters Score -2.644097e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 5 contains 39814 members 
Mstep: Class 8 contains 23304 members 
Mstep: Class 9 contains 28737 members 
Mstep: Class 11 contains 30845 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44208 members 
Mstep: Class 20 contains 24641 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440982.000000 Penalty: 25983.595703
Iteration 73Q: 14 clusters Score -2.644098e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6909 members 
Mstep: Class 5 contains 39768 members 
Mstep: Class 8 contains 23084 members 
Mstep: Class 9 contains 28656 members 
Mstep: Class 11 contains 30828 members 
Mstep: Class 12 contains 12392 members 
Mstep: Class 14 contains 6487 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44309 members 
Mstep: Class 20 contains 24955 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441070.000000 Penalty: 25983.595703
Iteration 74Q: 14 clusters Score -2.644107e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6913 members 
Mstep: Class 5 contains 39751 members 
Mstep: Class 8 contains 22905 members 
Mstep: Class 9 contains 28547 members 
Mstep: Class 11 contains 30806 members 
Mstep: Class 12 contains 12335 members 
Mstep: Class 14 contains 6496 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44420 members 
Mstep: Class 20 contains 25216 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441100.000000 Penalty: 25983.595703
Iteration 75Q: 14 clusters Score -2.64411e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 5 contains 39752 members 
Mstep: Class 8 contains 22821 members 
Mstep: Class 9 contains 28452 members 
Mstep: Class 11 contains 30798 members 
Mstep: Class 12 contains 12274 members 
Mstep: Class 14 contains 6506 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44494 members 
Mstep: Class 20 contains 25383 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441078.000000 Penalty: 25983.595703
Iteration 76Q: 14 clusters Score -2.644108e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 5 contains 39763 members 
Mstep: Class 8 contains 22834 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 11 contains 30783 members 
Mstep: Class 12 contains 12232 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44522 members 
Mstep: Class 20 contains 25444 members 
Mstep: Class 21 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440952.000000 Penalty: 25983.595703
Iteration 77Q: 14 clusters Score -2.644095e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 5 contains 39805 members 
Mstep: Class 8 contains 22885 members 
Mstep: Class 9 contains 28345 members 
Mstep: Class 11 contains 30753 members 
Mstep: Class 12 contains 12205 members 
Mstep: Class 14 contains 6518 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44543 members 
Mstep: Class 20 contains 25422 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440902.000000 Penalty: 25983.595703
Iteration 78Q: 14 clusters Score -2.64409e+07 nChanged 1073
Entering ConstructFrom: 
Score: -26440902.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 2 (6916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Entering Unmasked Estep 
Score: -803986.875000 Penalty: 1436.758789
	Iteration 0F: 2 clusters Score -803986.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -798771.562500 Penalty: 2873.517578
	Iteration 0F: 3 clusters Score -798771.6 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -800444.062500 Penalty: 2873.517578
	Iteration 1F: 3 clusters Score -800444.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -800853.687500 Penalty: 2873.517578
	Iteration 2F: 3 clusters Score -800853.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -801182.687500 Penalty: 2873.517578
	Iteration 3F: 3 clusters Score -801182.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -801450.875000 Penalty: 2873.517578
	Iteration 4F: 3 clusters Score -801450.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -801673.812500 Penalty: 2873.517578
	Iteration 5F: 3 clusters Score -801673.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -801887.812500 Penalty: 2873.517578
	Iteration 6F: 3 clusters Score -801887.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -802084.000000 Penalty: 2873.517578
	Iteration 7Q: 3 clusters Score -802084 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -802238.000000 Penalty: 2873.517578
	Iteration 8Q: 3 clusters Score -802238 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -802348.312500 Penalty: 2873.517578
	Iteration 9Q: 3 clusters Score -802348.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -802428.562500 Penalty: 2873.517578
	Iteration 10Q: 3 clusters Score -802428.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -802492.250000 Penalty: 2873.517578
	Iteration 11Q: 3 clusters Score -802492.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -802545.375000 Penalty: 2873.517578
	Iteration 12Q: 3 clusters Score -802545.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -802604.562500 Penalty: 2873.517578
	Iteration 13Q: 3 clusters Score -802604.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -802657.312500 Penalty: 2873.517578
	Iteration 14Q: 3 clusters Score -802657.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -802738.312500 Penalty: 2873.517578
	Iteration 15Q: 3 clusters Score -802738.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -802838.750000 Penalty: 2873.517578
	Iteration 16Q: 3 clusters Score -802838.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -802938.687500 Penalty: 2873.517578
	Iteration 17Q: 3 clusters Score -802938.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -803058.125000 Penalty: 2873.517578
	Iteration 18Q: 3 clusters Score -803058.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -803159.125000 Penalty: 2873.517578
	Iteration 19Q: 3 clusters Score -803159.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -803243.500000 Penalty: 2873.517578
	Iteration 20F: 3 clusters Score -803243.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -803302.562500 Penalty: 2873.517578
	Iteration 21Q: 3 clusters Score -803302.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -803337.375000 Penalty: 2873.517578
	Iteration 22Q: 3 clusters Score -803337.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -803354.937500 Penalty: 2873.517578
	Iteration 23Q: 3 clusters Score -803354.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -803374.250000 Penalty: 2873.517578
	Iteration 24Q: 3 clusters Score -803374.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -803384.875000 Penalty: 2873.517578
	Iteration 25Q: 3 clusters Score -803384.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -803394.125000 Penalty: 2873.517578
	Iteration 26Q: 3 clusters Score -803394.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -803401.687500 Penalty: 2873.517578
	Iteration 27Q: 3 clusters Score -803401.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -803412.125000 Penalty: 2873.517578
	Iteration 28Q: 3 clusters Score -803412.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -803417.125000 Penalty: 2873.517578
	Iteration 29Q: 3 clusters Score -803417.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -803421.750000 Penalty: 2873.517578
	Iteration 30Q: 3 clusters Score -803421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -803426.687500 Penalty: 2873.517578
	Iteration 31Q: 3 clusters Score -803426.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -803429.812500 Penalty: 2873.517578
	Iteration 32Q: 3 clusters Score -803429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -803432.375000 Penalty: 2873.517578
	Iteration 33Q: 3 clusters Score -803432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -803433.937500 Penalty: 2873.517578
	Iteration 34Q: 3 clusters Score -803433.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -803438.687500 Penalty: 2873.517578
	Iteration 35Q: 3 clusters Score -803438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -803440.312500 Penalty: 2873.517578
	Iteration 36Q: 3 clusters Score -803440.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -803444.000000 Penalty: 2873.517578
	Iteration 37Q: 3 clusters Score -803444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -803445.000000 Penalty: 2873.517578
	Iteration 38Q: 3 clusters Score -803445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -803446.687500 Penalty: 2873.517578
	Iteration 39Q: 3 clusters Score -803446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -803448.500000 Penalty: 2873.517578
	Iteration 40F: 3 clusters Score -803448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -803449.375000 Penalty: 2873.517578
	Iteration 41Q: 3 clusters Score -803449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -803451.687500 Penalty: 2873.517578
	Iteration 42Q: 3 clusters Score -803451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -803453.875000 Penalty: 2873.517578
	Iteration 43Q: 3 clusters Score -803453.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -803455.312500 Penalty: 2873.517578
	Iteration 44Q: 3 clusters Score -803455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -803455.312500 Penalty: 2873.517578
	Iteration 45F: 3 clusters Score -803455.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Entering Unmasked Estep 
Score: -4808383.500000 Penalty: 1721.224365
	Iteration 0F: 2 clusters Score -4808384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -4783919.500000 Penalty: 3442.448730
	Iteration 0F: 3 clusters Score -4783920 nChanged 18576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4794413.500000 Penalty: 3442.448730
	Iteration 1F: 3 clusters Score -4794414 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4795286.000000 Penalty: 3442.448730
	Iteration 2Q: 3 clusters Score -4795286 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4796330.500000 Penalty: 3442.448730
	Iteration 3F: 3 clusters Score -4796330 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -4797546.000000 Penalty: 3442.448730
	Iteration 4F: 3 clusters Score -4797546 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4798852.000000 Penalty: 3442.448730
	Iteration 5F: 3 clusters Score -4798852 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -4800259.000000 Penalty: 3442.448730
	Iteration 6F: 3 clusters Score -4800259 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -4801632.500000 Penalty: 3442.448730
	Iteration 7F: 3 clusters Score -4801632 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -4802763.500000 Penalty: 3442.448730
	Iteration 8F: 3 clusters Score -4802764 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4803599.000000 Penalty: 3442.448730
	Iteration 9Q: 3 clusters Score -4803599 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -4804141.500000 Penalty: 3442.448730
	Iteration 10Q: 3 clusters Score -4804142 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -4804504.500000 Penalty: 3442.448730
	Iteration 11Q: 3 clusters Score -4804504 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -4804716.000000 Penalty: 3442.448730
	Iteration 12Q: 3 clusters Score -4804716 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -4804872.500000 Penalty: 3442.448730
	Iteration 13Q: 3 clusters Score -4804872 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -4804986.000000 Penalty: 3442.448730
	Iteration 14Q: 3 clusters Score -4804986 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -4805058.500000 Penalty: 3442.448730
	Iteration 15Q: 3 clusters Score -4805058 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -4805135.000000 Penalty: 3442.448730
	Iteration 16Q: 3 clusters Score -4805135 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -4805271.000000 Penalty: 3442.448730
	Iteration 17Q: 3 clusters Score -4805271 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -4805371.500000 Penalty: 3442.448730
	Iteration 18Q: 3 clusters Score -4805372 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -4805509.000000 Penalty: 3442.448730
	Iteration 19Q: 3 clusters Score -4805509 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -4805628.000000 Penalty: 3442.448730
	Iteration 20F: 3 clusters Score -4805628 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -4805758.500000 Penalty: 3442.448730
	Iteration 21Q: 3 clusters Score -4805758 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4805857.000000 Penalty: 3442.448730
	Iteration 22Q: 3 clusters Score -4805857 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4805948.500000 Penalty: 3442.448730
	Iteration 23Q: 3 clusters Score -4805948 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4806073.000000 Penalty: 3442.448730
	Iteration 24Q: 3 clusters Score -4806073 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4806146.500000 Penalty: 3442.448730
	Iteration 25Q: 3 clusters Score -4806146 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4806246.500000 Penalty: 3442.448730
	Iteration 26Q: 3 clusters Score -4806246 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4806385.000000 Penalty: 3442.448730
	Iteration 27Q: 3 clusters Score -4806385 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4806483.500000 Penalty: 3442.448730
	Iteration 28Q: 3 clusters Score -4806484 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4806616.000000 Penalty: 3442.448730
	Iteration 29Q: 3 clusters Score -4806616 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4806723.000000 Penalty: 3442.448730
	Iteration 30Q: 3 clusters Score -4806723 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4806829.000000 Penalty: 3442.448730
	Iteration 31Q: 3 clusters Score -4806829 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4806919.000000 Penalty: 3442.448730
	Iteration 32Q: 3 clusters Score -4806919 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4806998.500000 Penalty: 3442.448730
	Iteration 33Q: 3 clusters Score -4806998 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4807052.500000 Penalty: 3442.448730
	Iteration 34Q: 3 clusters Score -4807052 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4807094.500000 Penalty: 3442.448730
	Iteration 35Q: 3 clusters Score -4807094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4807148.500000 Penalty: 3442.448730
	Iteration 36Q: 3 clusters Score -4807148 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4807185.500000 Penalty: 3442.448730
	Iteration 37Q: 3 clusters Score -4807186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4807243.000000 Penalty: 3442.448730
	Iteration 38Q: 3 clusters Score -4807243 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4807281.500000 Penalty: 3442.448730
	Iteration 39Q: 3 clusters Score -4807282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4807317.000000 Penalty: 3442.448730
	Iteration 40F: 3 clusters Score -4807317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4807346.500000 Penalty: 3442.448730
	Iteration 41Q: 3 clusters Score -4807346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4807380.000000 Penalty: 3442.448730
	Iteration 42Q: 3 clusters Score -4807380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4807413.500000 Penalty: 3442.448730
	Iteration 43Q: 3 clusters Score -4807414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4807438.500000 Penalty: 3442.448730
	Iteration 44Q: 3 clusters Score -4807438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4807468.500000 Penalty: 3442.448730
	Iteration 45Q: 3 clusters Score -4807468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4807484.500000 Penalty: 3442.448730
	Iteration 46Q: 3 clusters Score -4807484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4807502.500000 Penalty: 3442.448730
	Iteration 47Q: 3 clusters Score -4807502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4807547.000000 Penalty: 3442.448730
	Iteration 48Q: 3 clusters Score -4807547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4807565.000000 Penalty: 3442.448730
	Iteration 49Q: 3 clusters Score -4807565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4807578.500000 Penalty: 3442.448730
	Iteration 50Q: 3 clusters Score -4807578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4807596.500000 Penalty: 3442.448730
	Iteration 51Q: 3 clusters Score -4807596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4807590.500000 Penalty: 3442.448730
	Iteration 52Q: 3 clusters Score -4807590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4807602.000000 Penalty: 3442.448730
	Iteration 53Q: 3 clusters Score -4807602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4807602.000000 Penalty: 3442.448730
	Iteration 54Q: 3 clusters Score -4807602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4807601.000000 Penalty: 3442.448730
	Iteration 55Q: 3 clusters Score -4807601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4807599.500000 Penalty: 3442.448730
	Iteration 56Q: 3 clusters Score -4807600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4807610.000000 Penalty: 3442.448730
	Iteration 57Q: 3 clusters Score -4807610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4807623.500000 Penalty: 3442.448730
	Iteration 58Q: 3 clusters Score -4807624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4807635.500000 Penalty: 3442.448730
	Iteration 59Q: 3 clusters Score -4807636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4807634.000000 Penalty: 3442.448730
	Iteration 60F: 3 clusters Score -4807634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4807638.000000 Penalty: 3442.448730
	Iteration 61Q: 3 clusters Score -4807638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4807643.500000 Penalty: 3442.448730
	Iteration 62Q: 3 clusters Score -4807644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4807643.500000 Penalty: 3442.448730
	Iteration 63Q: 3 clusters Score -4807644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4807646.500000 Penalty: 3442.448730
	Iteration 64Q: 3 clusters Score -4807646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4807653.000000 Penalty: 3442.448730
	Iteration 65Q: 3 clusters Score -4807653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4807653.500000 Penalty: 3442.448730
	Iteration 66Q: 3 clusters Score -4807654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4807659.000000 Penalty: 3442.448730
	Iteration 67Q: 3 clusters Score -4807659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4807658.500000 Penalty: 3442.448730
	Iteration 68Q: 3 clusters Score -4807658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4807658.000000 Penalty: 3442.448730
	Iteration 69Q: 3 clusters Score -4807658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4807656.000000 Penalty: 3442.448730
	Iteration 70Q: 3 clusters Score -4807656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4807652.000000 Penalty: 3442.448730
	Iteration 71Q: 3 clusters Score -4807652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4807654.500000 Penalty: 3442.448730
	Iteration 72Q: 3 clusters Score -4807654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4807654.500000 Penalty: 3442.448730
	Iteration 73F: 3 clusters Score -4807654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Entering Unmasked Estep 
Score: -2877531.000000 Penalty: 1631.865479
	Iteration 0F: 2 clusters Score -2877531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2861911.500000 Penalty: 3263.730957
	Iteration 0F: 3 clusters Score -2861912 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2867550.250000 Penalty: 3263.730957
	Iteration 1F: 3 clusters Score -2867550 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2867831.750000 Penalty: 3263.730957
	Iteration 2Q: 3 clusters Score -2867832 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2868099.750000 Penalty: 3263.730957
	Iteration 3Q: 3 clusters Score -2868100 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2868401.250000 Penalty: 3263.730957
	Iteration 4Q: 3 clusters Score -2868401 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2868748.500000 Penalty: 3263.730957
	Iteration 5Q: 3 clusters Score -2868748 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2869286.500000 Penalty: 3263.730957
	Iteration 6Q: 3 clusters Score -2869286 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2869995.000000 Penalty: 3263.730957
	Iteration 7F: 3 clusters Score -2869995 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2870834.250000 Penalty: 3263.730957
	Iteration 8F: 3 clusters Score -2870834 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2871659.250000 Penalty: 3263.730957
	Iteration 9F: 3 clusters Score -2871659 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2872342.250000 Penalty: 3263.730957
	Iteration 10Q: 3 clusters Score -2872342 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2872763.500000 Penalty: 3263.730957
	Iteration 11Q: 3 clusters Score -2872764 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2872973.000000 Penalty: 3263.730957
	Iteration 12Q: 3 clusters Score -2872973 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2873115.250000 Penalty: 3263.730957
	Iteration 13Q: 3 clusters Score -2873115 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2873196.500000 Penalty: 3263.730957
	Iteration 14Q: 3 clusters Score -2873196 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2873265.000000 Penalty: 3263.730957
	Iteration 15Q: 3 clusters Score -2873265 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2873300.250000 Penalty: 3263.730957
	Iteration 16Q: 3 clusters Score -2873300 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2873346.250000 Penalty: 3263.730957
	Iteration 17Q: 3 clusters Score -2873346 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2873377.500000 Penalty: 3263.730957
	Iteration 18Q: 3 clusters Score -2873378 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2873427.750000 Penalty: 3263.730957
	Iteration 19Q: 3 clusters Score -2873428 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2873466.750000 Penalty: 3263.730957
	Iteration 20F: 3 clusters Score -2873467 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2873512.500000 Penalty: 3263.730957
	Iteration 21Q: 3 clusters Score -2873512 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2873547.500000 Penalty: 3263.730957
	Iteration 22Q: 3 clusters Score -2873548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2873576.000000 Penalty: 3263.730957
	Iteration 23Q: 3 clusters Score -2873576 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2873594.000000 Penalty: 3263.730957
	Iteration 24Q: 3 clusters Score -2873594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2873603.250000 Penalty: 3263.730957
	Iteration 25Q: 3 clusters Score -2873603 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2873638.000000 Penalty: 3263.730957
	Iteration 26Q: 3 clusters Score -2873638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2873651.000000 Penalty: 3263.730957
	Iteration 27Q: 3 clusters Score -2873651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2873686.000000 Penalty: 3263.730957
	Iteration 28Q: 3 clusters Score -2873686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2873722.250000 Penalty: 3263.730957
	Iteration 29Q: 3 clusters Score -2873722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2873777.250000 Penalty: 3263.730957
	Iteration 30Q: 3 clusters Score -2873777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2873812.750000 Penalty: 3263.730957
	Iteration 31Q: 3 clusters Score -2873813 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2873855.500000 Penalty: 3263.730957
	Iteration 32Q: 3 clusters Score -2873856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2873880.500000 Penalty: 3263.730957
	Iteration 33Q: 3 clusters Score -2873880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2873910.500000 Penalty: 3263.730957
	Iteration 34Q: 3 clusters Score -2873910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2873953.000000 Penalty: 3263.730957
	Iteration 35Q: 3 clusters Score -2873953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2873991.250000 Penalty: 3263.730957
	Iteration 36Q: 3 clusters Score -2873991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2874038.500000 Penalty: 3263.730957
	Iteration 37Q: 3 clusters Score -2874038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2874083.250000 Penalty: 3263.730957
	Iteration 38Q: 3 clusters Score -2874083 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2874121.750000 Penalty: 3263.730957
	Iteration 39Q: 3 clusters Score -2874122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2874176.250000 Penalty: 3263.730957
	Iteration 40F: 3 clusters Score -2874176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2874219.500000 Penalty: 3263.730957
	Iteration 41Q: 3 clusters Score -2874220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2874296.500000 Penalty: 3263.730957
	Iteration 42Q: 3 clusters Score -2874296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2874366.250000 Penalty: 3263.730957
	Iteration 43Q: 3 clusters Score -2874366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2874445.750000 Penalty: 3263.730957
	Iteration 44Q: 3 clusters Score -2874446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2874525.500000 Penalty: 3263.730957
	Iteration 45Q: 3 clusters Score -2874526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2874637.750000 Penalty: 3263.730957
	Iteration 46Q: 3 clusters Score -2874638 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2874738.000000 Penalty: 3263.730957
	Iteration 47Q: 3 clusters Score -2874738 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2874836.500000 Penalty: 3263.730957
	Iteration 48Q: 3 clusters Score -2874836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2874938.250000 Penalty: 3263.730957
	Iteration 49Q: 3 clusters Score -2874938 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2875026.750000 Penalty: 3263.730957
	Iteration 50Q: 3 clusters Score -2875027 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2875100.000000 Penalty: 3263.730957
	Iteration 51Q: 3 clusters Score -2875100 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2875205.500000 Penalty: 3263.730957
	Iteration 52Q: 3 clusters Score -2875206 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2875300.750000 Penalty: 3263.730957
	Iteration 53Q: 3 clusters Score -2875301 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2875412.000000 Penalty: 3263.730957
	Iteration 54Q: 3 clusters Score -2875412 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2875504.250000 Penalty: 3263.730957
	Iteration 55Q: 3 clusters Score -2875504 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2875604.250000 Penalty: 3263.730957
	Iteration 56Q: 3 clusters Score -2875604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2875693.750000 Penalty: 3263.730957
	Iteration 57Q: 3 clusters Score -2875694 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2875763.250000 Penalty: 3263.730957
	Iteration 58Q: 3 clusters Score -2875763 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2875812.750000 Penalty: 3263.730957
	Iteration 59Q: 3 clusters Score -2875813 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -2875878.500000 Penalty: 3263.730957
	Iteration 60F: 3 clusters Score -2875878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2875924.000000 Penalty: 3263.730957
	Iteration 61Q: 3 clusters Score -2875924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2875964.250000 Penalty: 3263.730957
	Iteration 62Q: 3 clusters Score -2875964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2875999.500000 Penalty: 3263.730957
	Iteration 63Q: 3 clusters Score -2876000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2876035.000000 Penalty: 3263.730957
	Iteration 64Q: 3 clusters Score -2876035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2876061.750000 Penalty: 3263.730957
	Iteration 65Q: 3 clusters Score -2876062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2876083.000000 Penalty: 3263.730957
	Iteration 66Q: 3 clusters Score -2876083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2876104.000000 Penalty: 3263.730957
	Iteration 67Q: 3 clusters Score -2876104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2876118.250000 Penalty: 3263.730957
	Iteration 68Q: 3 clusters Score -2876118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2876129.750000 Penalty: 3263.730957
	Iteration 69Q: 3 clusters Score -2876130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2876135.750000 Penalty: 3263.730957
	Iteration 70Q: 3 clusters Score -2876136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2876147.500000 Penalty: 3263.730957
	Iteration 71Q: 3 clusters Score -2876148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2876156.500000 Penalty: 3263.730957
	Iteration 72Q: 3 clusters Score -2876156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2876162.750000 Penalty: 3263.730957
	Iteration 73Q: 3 clusters Score -2876163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2876167.750000 Penalty: 3263.730957
	Iteration 74Q: 3 clusters Score -2876168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2876166.750000 Penalty: 3263.730957
	Iteration 75Q: 3 clusters Score -2876167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2876184.250000 Penalty: 3263.730957
	Iteration 76Q: 3 clusters Score -2876184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2876192.250000 Penalty: 3263.730957
	Iteration 77Q: 3 clusters Score -2876192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2876194.000000 Penalty: 3263.730957
	Iteration 78Q: 3 clusters Score -2876194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2876197.250000 Penalty: 3263.730957
	Iteration 79Q: 3 clusters Score -2876197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2876201.750000 Penalty: 3263.730957
	Iteration 80F: 3 clusters Score -2876202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Entering Unmasked Estep 
Score: -3442281.750000 Penalty: 1666.029297
	Iteration 0F: 2 clusters Score -3442282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3423779.250000 Penalty: 3332.058594
	Iteration 0F: 3 clusters Score -3423779 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3430845.250000 Penalty: 3332.058594
	Iteration 1F: 3 clusters Score -3430845 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3431184.750000 Penalty: 3332.058594
	Iteration 2Q: 3 clusters Score -3431185 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3431463.750000 Penalty: 3332.058594
	Iteration 3Q: 3 clusters Score -3431464 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3431722.000000 Penalty: 3332.058594
	Iteration 4Q: 3 clusters Score -3431722 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3432004.250000 Penalty: 3332.058594
	Iteration 5Q: 3 clusters Score -3432004 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3432356.750000 Penalty: 3332.058594
	Iteration 6Q: 3 clusters Score -3432357 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3432748.750000 Penalty: 3332.058594
	Iteration 7Q: 3 clusters Score -3432749 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3433361.500000 Penalty: 3332.058594
	Iteration 8Q: 3 clusters Score -3433362 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3434265.500000 Penalty: 3332.058594
	Iteration 9F: 3 clusters Score -3434266 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3435627.000000 Penalty: 3332.058594
	Iteration 10F: 3 clusters Score -3435627 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3437229.750000 Penalty: 3332.058594
	Iteration 11F: 3 clusters Score -3437230 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3438738.250000 Penalty: 3332.058594
	Iteration 12F: 3 clusters Score -3438738 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3439805.500000 Penalty: 3332.058594
	Iteration 13Q: 3 clusters Score -3439806 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3440381.750000 Penalty: 3332.058594
	Iteration 14Q: 3 clusters Score -3440382 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3440619.000000 Penalty: 3332.058594
	Iteration 15Q: 3 clusters Score -3440619 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3440703.000000 Penalty: 3332.058594
	Iteration 16Q: 3 clusters Score -3440703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3440757.250000 Penalty: 3332.058594
	Iteration 17Q: 3 clusters Score -3440757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3440790.000000 Penalty: 3332.058594
	Iteration 18Q: 3 clusters Score -3440790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3440807.250000 Penalty: 3332.058594
	Iteration 19Q: 3 clusters Score -3440807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3440821.000000 Penalty: 3332.058594
	Iteration 20F: 3 clusters Score -3440821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3440827.750000 Penalty: 3332.058594
	Iteration 21Q: 3 clusters Score -3440828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3440831.750000 Penalty: 3332.058594
	Iteration 22Q: 3 clusters Score -3440832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3440844.750000 Penalty: 3332.058594
	Iteration 23Q: 3 clusters Score -3440845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3440853.500000 Penalty: 3332.058594
	Iteration 24Q: 3 clusters Score -3440854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3440856.500000 Penalty: 3332.058594
	Iteration 25Q: 3 clusters Score -3440856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3440860.250000 Penalty: 3332.058594
	Iteration 26Q: 3 clusters Score -3440860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3440861.750000 Penalty: 3332.058594
	Iteration 27Q: 3 clusters Score -3440862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3440867.250000 Penalty: 3332.058594
	Iteration 28Q: 3 clusters Score -3440867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3440868.500000 Penalty: 3332.058594
	Iteration 29Q: 3 clusters Score -3440868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3440871.000000 Penalty: 3332.058594
	Iteration 30Q: 3 clusters Score -3440871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3440873.500000 Penalty: 3332.058594
	Iteration 31Q: 3 clusters Score -3440874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3440872.250000 Penalty: 3332.058594
	Iteration 32Q: 3 clusters Score -3440872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3440872.250000 Penalty: 3332.058594
	Iteration 33F: 3 clusters Score -3440872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Entering Unmasked Estep 
Score: -3776108.250000 Penalty: 1679.116821
	Iteration 0F: 2 clusters Score -3776108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3757487.750000 Penalty: 3358.233643
	Iteration 0F: 3 clusters Score -3757488 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3765220.500000 Penalty: 3358.233643
	Iteration 1F: 3 clusters Score -3765220 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3765578.750000 Penalty: 3358.233643
	Iteration 2Q: 3 clusters Score -3765579 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3765934.250000 Penalty: 3358.233643
	Iteration 3Q: 3 clusters Score -3765934 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3766284.750000 Penalty: 3358.233643
	Iteration 4Q: 3 clusters Score -3766285 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -3766787.000000 Penalty: 3358.233643
	Iteration 5Q: 3 clusters Score -3766787 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3767451.500000 Penalty: 3358.233643
	Iteration 6Q: 3 clusters Score -3767452 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -3768514.500000 Penalty: 3358.233643
	Iteration 7F: 3 clusters Score -3768514 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3770009.250000 Penalty: 3358.233643
	Iteration 8F: 3 clusters Score -3770009 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3771603.250000 Penalty: 3358.233643
	Iteration 9F: 3 clusters Score -3771603 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3772857.250000 Penalty: 3358.233643
	Iteration 10F: 3 clusters Score -3772857 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3773619.500000 Penalty: 3358.233643
	Iteration 11Q: 3 clusters Score -3773620 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3774114.750000 Penalty: 3358.233643
	Iteration 12Q: 3 clusters Score -3774115 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3774348.750000 Penalty: 3358.233643
	Iteration 13Q: 3 clusters Score -3774349 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3774430.250000 Penalty: 3358.233643
	Iteration 14Q: 3 clusters Score -3774430 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3774493.250000 Penalty: 3358.233643
	Iteration 15Q: 3 clusters Score -3774493 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3774494.250000 Penalty: 3358.233643
	Iteration 16Q: 3 clusters Score -3774494 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3774521.750000 Penalty: 3358.233643
	Iteration 17Q: 3 clusters Score -3774522 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3774575.500000 Penalty: 3358.233643
	Iteration 18Q: 3 clusters Score -3774576 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -3774589.750000 Penalty: 3358.233643
	Iteration 19Q: 3 clusters Score -3774590 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -3774619.000000 Penalty: 3358.233643
	Iteration 20F: 3 clusters Score -3774619 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3774613.250000 Penalty: 3358.233643
	Iteration 21Q: 3 clusters Score -3774613 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3774639.750000 Penalty: 3358.233643
	Iteration 22Q: 3 clusters Score -3774640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3774656.500000 Penalty: 3358.233643
	Iteration 23Q: 3 clusters Score -3774656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3774667.250000 Penalty: 3358.233643
	Iteration 24Q: 3 clusters Score -3774667 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3774670.000000 Penalty: 3358.233643
	Iteration 25Q: 3 clusters Score -3774670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3774660.500000 Penalty: 3358.233643
	Iteration 26Q: 3 clusters Score -3774660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3774681.250000 Penalty: 3358.233643
	Iteration 27Q: 3 clusters Score -3774681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3774671.000000 Penalty: 3358.233643
	Iteration 28Q: 3 clusters Score -3774671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3774685.000000 Penalty: 3358.233643
	Iteration 29Q: 3 clusters Score -3774685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3774674.500000 Penalty: 3358.233643
	Iteration 30Q: 3 clusters Score -3774674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -3774681.500000 Penalty: 3358.233643
	Iteration 31Q: 3 clusters Score -3774682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -3774680.250000 Penalty: 3358.233643
	Iteration 32Q: 3 clusters Score -3774680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3774681.500000 Penalty: 3358.233643
	Iteration 33Q: 3 clusters Score -3774682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3774683.000000 Penalty: 3358.233643
	Iteration 34Q: 3 clusters Score -3774683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -3774691.250000 Penalty: 3358.233643
	Iteration 35Q: 3 clusters Score -3774691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3774694.250000 Penalty: 3358.233643
	Iteration 36Q: 3 clusters Score -3774694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -3774703.000000 Penalty: 3358.233643
	Iteration 37Q: 3 clusters Score -3774703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3774701.500000 Penalty: 3358.233643
	Iteration 38Q: 3 clusters Score -3774702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3774710.500000 Penalty: 3358.233643
	Iteration 39Q: 3 clusters Score -3774710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3774708.500000 Penalty: 3358.233643
	Iteration 40F: 3 clusters Score -3774708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3774719.500000 Penalty: 3358.233643
	Iteration 41Q: 3 clusters Score -3774720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3774720.000000 Penalty: 3358.233643
	Iteration 42Q: 3 clusters Score -3774720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3774715.500000 Penalty: 3358.233643
	Iteration 43Q: 3 clusters Score -3774716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3774718.500000 Penalty: 3358.233643
	Iteration 44Q: 3 clusters Score -3774718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3774718.250000 Penalty: 3358.233643
	Iteration 45Q: 3 clusters Score -3774718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -3774713.750000 Penalty: 3358.233643
	Iteration 46Q: 3 clusters Score -3774714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -3774710.750000 Penalty: 3358.233643
	Iteration 47Q: 3 clusters Score -3774711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -3774710.750000 Penalty: 3358.233643
	Iteration 48F: 3 clusters Score -3774711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Entering Unmasked Estep 
Score: -1524376.625000 Penalty: 1528.766968
	Iteration 0F: 2 clusters Score -1524377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1515792.500000 Penalty: 3057.533936
	Iteration 0F: 3 clusters Score -1515792 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1518656.125000 Penalty: 3057.533936
	Iteration 1F: 3 clusters Score -1518656 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1518919.875000 Penalty: 3057.533936
	Iteration 2F: 3 clusters Score -1518920 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1519149.375000 Penalty: 3057.533936
	Iteration 3Q: 3 clusters Score -1519149 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1519341.625000 Penalty: 3057.533936
	Iteration 4Q: 3 clusters Score -1519342 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1519545.625000 Penalty: 3057.533936
	Iteration 5Q: 3 clusters Score -1519546 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1519770.000000 Penalty: 3057.533936
	Iteration 6Q: 3 clusters Score -1519770 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1520021.500000 Penalty: 3057.533936
	Iteration 7Q: 3 clusters Score -1520022 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1520305.125000 Penalty: 3057.533936
	Iteration 8Q: 3 clusters Score -1520305 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1520614.750000 Penalty: 3057.533936
	Iteration 9Q: 3 clusters Score -1520615 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1520913.125000 Penalty: 3057.533936
	Iteration 10Q: 3 clusters Score -1520913 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1521161.000000 Penalty: 3057.533936
	Iteration 11Q: 3 clusters Score -1521161 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1521397.875000 Penalty: 3057.533936
	Iteration 12Q: 3 clusters Score -1521398 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1521587.500000 Penalty: 3057.533936
	Iteration 13Q: 3 clusters Score -1521588 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1521714.000000 Penalty: 3057.533936
	Iteration 14Q: 3 clusters Score -1521714 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1521773.500000 Penalty: 3057.533936
	Iteration 15Q: 3 clusters Score -1521774 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1521809.625000 Penalty: 3057.533936
	Iteration 16Q: 3 clusters Score -1521810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1521826.625000 Penalty: 3057.533936
	Iteration 17Q: 3 clusters Score -1521827 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1521854.625000 Penalty: 3057.533936
	Iteration 18Q: 3 clusters Score -1521855 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1521871.000000 Penalty: 3057.533936
	Iteration 19Q: 3 clusters Score -1521871 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1521898.500000 Penalty: 3057.533936
	Iteration 20F: 3 clusters Score -1521898 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1521922.000000 Penalty: 3057.533936
	Iteration 21Q: 3 clusters Score -1521922 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1521943.375000 Penalty: 3057.533936
	Iteration 22Q: 3 clusters Score -1521943 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1521958.750000 Penalty: 3057.533936
	Iteration 23Q: 3 clusters Score -1521959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1521979.750000 Penalty: 3057.533936
	Iteration 24Q: 3 clusters Score -1521980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1521994.625000 Penalty: 3057.533936
	Iteration 25Q: 3 clusters Score -1521995 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1522003.750000 Penalty: 3057.533936
	Iteration 26Q: 3 clusters Score -1522004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1522015.250000 Penalty: 3057.533936
	Iteration 27Q: 3 clusters Score -1522015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1522019.750000 Penalty: 3057.533936
	Iteration 28Q: 3 clusters Score -1522020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1522026.125000 Penalty: 3057.533936
	Iteration 29Q: 3 clusters Score -1522026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1522028.500000 Penalty: 3057.533936
	Iteration 30Q: 3 clusters Score -1522028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1522035.250000 Penalty: 3057.533936
	Iteration 31Q: 3 clusters Score -1522035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1522037.000000 Penalty: 3057.533936
	Iteration 32Q: 3 clusters Score -1522037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1522040.875000 Penalty: 3057.533936
	Iteration 33Q: 3 clusters Score -1522041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1522044.000000 Penalty: 3057.533936
	Iteration 34Q: 3 clusters Score -1522044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1522042.125000 Penalty: 3057.533936
	Iteration 35Q: 3 clusters Score -1522042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1522043.000000 Penalty: 3057.533936
	Iteration 36Q: 3 clusters Score -1522043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1522039.125000 Penalty: 3057.533936
	Iteration 37Q: 3 clusters Score -1522039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1522041.375000 Penalty: 3057.533936
	Iteration 38Q: 3 clusters Score -1522041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1522046.750000 Penalty: 3057.533936
	Iteration 39Q: 3 clusters Score -1522047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1522046.500000 Penalty: 3057.533936
	Iteration 40F: 3 clusters Score -1522046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1522048.000000 Penalty: 3057.533936
	Iteration 41Q: 3 clusters Score -1522048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1522050.875000 Penalty: 3057.533936
	Iteration 42Q: 3 clusters Score -1522051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1522050.875000 Penalty: 3057.533936
	Iteration 43Q: 3 clusters Score -1522051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1522051.750000 Penalty: 3057.533936
	Iteration 44Q: 3 clusters Score -1522052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1522047.000000 Penalty: 3057.533936
	Iteration 45Q: 3 clusters Score -1522047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1522048.000000 Penalty: 3057.533936
	Iteration 46Q: 3 clusters Score -1522048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1522047.875000 Penalty: 3057.533936
	Iteration 47Q: 3 clusters Score -1522048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1522048.375000 Penalty: 3057.533936
	Iteration 48Q: 3 clusters Score -1522048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1522049.875000 Penalty: 3057.533936
	Iteration 49Q: 3 clusters Score -1522050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1522046.000000 Penalty: 3057.533936
	Iteration 50Q: 3 clusters Score -1522046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1522047.625000 Penalty: 3057.533936
	Iteration 51Q: 3 clusters Score -1522048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1522050.125000 Penalty: 3057.533936
	Iteration 52Q: 3 clusters Score -1522050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1522050.875000 Penalty: 3057.533936
	Iteration 53Q: 3 clusters Score -1522051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1522055.125000 Penalty: 3057.533936
	Iteration 54Q: 3 clusters Score -1522055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1522054.000000 Penalty: 3057.533936
	Iteration 55Q: 3 clusters Score -1522054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1522056.500000 Penalty: 3057.533936
	Iteration 56Q: 3 clusters Score -1522056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1522053.875000 Penalty: 3057.533936
	Iteration 57Q: 3 clusters Score -1522054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1522054.250000 Penalty: 3057.533936
	Iteration 58Q: 3 clusters Score -1522054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1522057.125000 Penalty: 3057.533936
	Iteration 59Q: 3 clusters Score -1522057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1522055.375000 Penalty: 3057.533936
	Iteration 60F: 3 clusters Score -1522055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1522056.750000 Penalty: 3057.533936
	Iteration 61Q: 3 clusters Score -1522057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1522056.500000 Penalty: 3057.533936
	Iteration 62Q: 3 clusters Score -1522056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1522055.250000 Penalty: 3057.533936
	Iteration 63Q: 3 clusters Score -1522055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1522055.250000 Penalty: 3057.533936
	Iteration 64F: 3 clusters Score -1522055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Entering Unmasked Estep 
Score: -793387.625000 Penalty: 1427.252075
	Iteration 0F: 2 clusters Score -793387.6 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 3252 members 
Entering Unmasked Estep 
Score: -788439.812500 Penalty: 2854.504150
	Iteration 0F: 3 clusters Score -788439.8 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -789860.937500 Penalty: 2854.504150
	Iteration 1F: 3 clusters Score -789860.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -789999.562500 Penalty: 2854.504150
	Iteration 2F: 3 clusters Score -789999.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -790090.562500 Penalty: 2854.504150
	Iteration 3Q: 3 clusters Score -790090.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -790165.937500 Penalty: 2854.504150
	Iteration 4Q: 3 clusters Score -790165.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -790227.812500 Penalty: 2854.504150
	Iteration 5Q: 3 clusters Score -790227.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -790274.875000 Penalty: 2854.504150
	Iteration 6Q: 3 clusters Score -790274.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -790313.625000 Penalty: 2854.504150
	Iteration 7Q: 3 clusters Score -790313.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -790343.562500 Penalty: 2854.504150
	Iteration 8Q: 3 clusters Score -790343.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -790364.062500 Penalty: 2854.504150
	Iteration 9Q: 3 clusters Score -790364.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -790384.437500 Penalty: 2854.504150
	Iteration 10Q: 3 clusters Score -790384.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -790398.875000 Penalty: 2854.504150
	Iteration 11Q: 3 clusters Score -790398.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -790408.812500 Penalty: 2854.504150
	Iteration 12Q: 3 clusters Score -790408.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -790426.312500 Penalty: 2854.504150
	Iteration 13Q: 3 clusters Score -790426.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -790435.437500 Penalty: 2854.504150
	Iteration 14Q: 3 clusters Score -790435.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -790447.125000 Penalty: 2854.504150
	Iteration 15Q: 3 clusters Score -790447.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -790457.125000 Penalty: 2854.504150
	Iteration 16Q: 3 clusters Score -790457.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -790467.062500 Penalty: 2854.504150
	Iteration 17Q: 3 clusters Score -790467.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -790479.125000 Penalty: 2854.504150
	Iteration 18Q: 3 clusters Score -790479.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -790492.437500 Penalty: 2854.504150
	Iteration 19Q: 3 clusters Score -790492.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -790511.875000 Penalty: 2854.504150
	Iteration 20F: 3 clusters Score -790511.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -790529.625000 Penalty: 2854.504150
	Iteration 21Q: 3 clusters Score -790529.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -790546.687500 Penalty: 2854.504150
	Iteration 22Q: 3 clusters Score -790546.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -790574.937500 Penalty: 2854.504150
	Iteration 23Q: 3 clusters Score -790574.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -790593.375000 Penalty: 2854.504150
	Iteration 24Q: 3 clusters Score -790593.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -790618.062500 Penalty: 2854.504150
	Iteration 25Q: 3 clusters Score -790618.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -790659.750000 Penalty: 2854.504150
	Iteration 26Q: 3 clusters Score -790659.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -790700.437500 Penalty: 2854.504150
	Iteration 27Q: 3 clusters Score -790700.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -790732.562500 Penalty: 2854.504150
	Iteration 28Q: 3 clusters Score -790732.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -790771.250000 Penalty: 2854.504150
	Iteration 29Q: 3 clusters Score -790771.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -790806.500000 Penalty: 2854.504150
	Iteration 30Q: 3 clusters Score -790806.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -790854.937500 Penalty: 2854.504150
	Iteration 31Q: 3 clusters Score -790854.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -790912.500000 Penalty: 2854.504150
	Iteration 32Q: 3 clusters Score -790912.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -790971.875000 Penalty: 2854.504150
	Iteration 33Q: 3 clusters Score -790971.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -791032.000000 Penalty: 2854.504150
	Iteration 34Q: 3 clusters Score -791032 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -791110.750000 Penalty: 2854.504150
	Iteration 35Q: 3 clusters Score -791110.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -791186.812500 Penalty: 2854.504150
	Iteration 36Q: 3 clusters Score -791186.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -791257.437500 Penalty: 2854.504150
	Iteration 37Q: 3 clusters Score -791257.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -791330.000000 Penalty: 2854.504150
	Iteration 38Q: 3 clusters Score -791330 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -791385.187500 Penalty: 2854.504150
	Iteration 39Q: 3 clusters Score -791385.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -791431.062500 Penalty: 2854.504150
	Iteration 40F: 3 clusters Score -791431.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -791469.187500 Penalty: 2854.504150
	Iteration 41Q: 3 clusters Score -791469.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -791503.750000 Penalty: 2854.504150
	Iteration 42Q: 3 clusters Score -791503.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -791536.562500 Penalty: 2854.504150
	Iteration 43Q: 3 clusters Score -791536.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -791579.625000 Penalty: 2854.504150
	Iteration 44Q: 3 clusters Score -791579.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -791612.187500 Penalty: 2854.504150
	Iteration 45Q: 3 clusters Score -791612.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -791646.875000 Penalty: 2854.504150
	Iteration 46Q: 3 clusters Score -791646.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -791680.125000 Penalty: 2854.504150
	Iteration 47Q: 3 clusters Score -791680.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -791703.625000 Penalty: 2854.504150
	Iteration 48Q: 3 clusters Score -791703.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -791725.437500 Penalty: 2854.504150
	Iteration 49Q: 3 clusters Score -791725.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -791749.937500 Penalty: 2854.504150
	Iteration 50Q: 3 clusters Score -791749.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -791789.187500 Penalty: 2854.504150
	Iteration 51Q: 3 clusters Score -791789.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -791828.437500 Penalty: 2854.504150
	Iteration 52Q: 3 clusters Score -791828.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -791873.750000 Penalty: 2854.504150
	Iteration 53Q: 3 clusters Score -791873.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -791908.437500 Penalty: 2854.504150
	Iteration 54Q: 3 clusters Score -791908.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -791934.062500 Penalty: 2854.504150
	Iteration 55Q: 3 clusters Score -791934.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -791962.375000 Penalty: 2854.504150
	Iteration 56Q: 3 clusters Score -791962.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -791993.812500 Penalty: 2854.504150
	Iteration 57Q: 3 clusters Score -791993.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -792012.062500 Penalty: 2854.504150
	Iteration 58Q: 3 clusters Score -792012.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -792027.937500 Penalty: 2854.504150
	Iteration 59Q: 3 clusters Score -792027.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -792042.625000 Penalty: 2854.504150
	Iteration 60F: 3 clusters Score -792042.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -792051.250000 Penalty: 2854.504150
	Iteration 61Q: 3 clusters Score -792051.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -792058.250000 Penalty: 2854.504150
	Iteration 62Q: 3 clusters Score -792058.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -792067.812500 Penalty: 2854.504150
	Iteration 63Q: 3 clusters Score -792067.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -792073.437500 Penalty: 2854.504150
	Iteration 64Q: 3 clusters Score -792073.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -792078.187500 Penalty: 2854.504150
	Iteration 65Q: 3 clusters Score -792078.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -792086.000000 Penalty: 2854.504150
	Iteration 66Q: 3 clusters Score -792086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -792089.437500 Penalty: 2854.504150
	Iteration 67Q: 3 clusters Score -792089.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -792089.687500 Penalty: 2854.504150
	Iteration 68Q: 3 clusters Score -792089.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -792094.250000 Penalty: 2854.504150
	Iteration 69Q: 3 clusters Score -792094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -792100.687500 Penalty: 2854.504150
	Iteration 70Q: 3 clusters Score -792100.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -792104.062500 Penalty: 2854.504150
	Iteration 71Q: 3 clusters Score -792104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -792108.437500 Penalty: 2854.504150
	Iteration 72Q: 3 clusters Score -792108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -792109.312500 Penalty: 2854.504150
	Iteration 73Q: 3 clusters Score -792109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -792108.750000 Penalty: 2854.504150
	Iteration 74Q: 3 clusters Score -792108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -792109.500000 Penalty: 2854.504150
	Iteration 75Q: 3 clusters Score -792109.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -792109.500000 Penalty: 2854.504150
	Iteration 76F: 3 clusters Score -792109.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -15137.180664 Penalty: 805.321899
	Iteration 0F: 2 clusters Score -15137.18 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 68 members 
Entering Unmasked Estep 
Score: -14527.557617 Penalty: 1610.643799
	Iteration 0F: 3 clusters Score -14527.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14609.022461 Penalty: 1610.643799
	Iteration 1F: 3 clusters Score -14609.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14629.999023 Penalty: 1610.643799
	Iteration 2Q: 3 clusters Score -14630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14631.958984 Penalty: 1610.643799
	Iteration 3Q: 3 clusters Score -14631.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14633.320312 Penalty: 1610.643799
	Iteration 4Q: 3 clusters Score -14633.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14638.343750 Penalty: 1610.643799
	Iteration 5Q: 3 clusters Score -14638.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14668.806641 Penalty: 1610.643799
	Iteration 6Q: 3 clusters Score -14668.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14677.998047 Penalty: 1610.643799
	Iteration 7Q: 3 clusters Score -14678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14680.342773 Penalty: 1610.643799
	Iteration 8Q: 3 clusters Score -14680.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14686.795898 Penalty: 1610.643799
	Iteration 9Q: 3 clusters Score -14686.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14688.648438 Penalty: 1610.643799
	Iteration 10Q: 3 clusters Score -14688.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14688.648438 Penalty: 1610.643799
	Iteration 11F: 3 clusters Score -14688.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -158872.531250 Penalty: 1173.548340
	Iteration 0F: 2 clusters Score -158872.5 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 664 members 
Entering Unmasked Estep 
Score: -157202.718750 Penalty: 2347.096680
	Iteration 0F: 3 clusters Score -157202.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157540.156250 Penalty: 2347.096680
	Iteration 1F: 3 clusters Score -157540.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -157639.375000 Penalty: 2347.096680
	Iteration 2F: 3 clusters Score -157639.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -157695.484375 Penalty: 2347.096680
	Iteration 3Q: 3 clusters Score -157695.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -157732.328125 Penalty: 2347.096680
	Iteration 4Q: 3 clusters Score -157732.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157757.000000 Penalty: 2347.096680
	Iteration 5Q: 3 clusters Score -157757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -157772.937500 Penalty: 2347.096680
	Iteration 6Q: 3 clusters Score -157772.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -157779.531250 Penalty: 2347.096680
	Iteration 7Q: 3 clusters Score -157779.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -157782.031250 Penalty: 2347.096680
	Iteration 8Q: 3 clusters Score -157782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -157785.953125 Penalty: 2347.096680
	Iteration 9Q: 3 clusters Score -157786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -157787.218750 Penalty: 2347.096680
	Iteration 10Q: 3 clusters Score -157787.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -157787.218750 Penalty: 2347.096680
	Iteration 11F: 3 clusters Score -157787.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -54184.636719 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -54184.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53249.433594 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -53249.43 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53370.355469 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -53370.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53414.363281 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -53414.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -53430.593750 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -53430.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53441.019531 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -53441.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -53456.640625 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -53456.64 nChanged 2
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: -53460.441406 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -53460.44 nChanged 0
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: -53460.441406 Penalty: 1888.620850
	Iteration 7F: 3 clusters Score -53460.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Entering Unmasked Estep 
Score: -5426030.000000 Penalty: 1739.503418
	Iteration 0F: 2 clusters Score -5426030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -5401470.000000 Penalty: 3479.006836
	Iteration 0F: 3 clusters Score -5401470 nChanged 20881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -5413442.500000 Penalty: 3479.006836
	Iteration 1F: 3 clusters Score -5413442 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -5414157.500000 Penalty: 3479.006836
	Iteration 2Q: 3 clusters Score -5414158 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5417184 nChanged 2229
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Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5419106 nChanged 2190
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Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5420074 nChanged 1995
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Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5421422 nChanged 1247
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Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5421729 nChanged 902
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Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5421934 nChanged 746
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Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5422054 nChanged 684
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Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5422197 nChanged 667
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Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5422322 nChanged 693
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Mstep: Class 1 contains 26280 members 
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Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5422440 nChanged 662
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Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5422604 nChanged 641
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Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5422742 nChanged 583
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Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5422896 nChanged 602
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Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5423048 nChanged 635
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Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5423264 nChanged 658
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Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5423456 nChanged 646
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Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5423611 nChanged 639
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Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5423815 nChanged 644
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Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5424028 nChanged 641
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Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5424166 nChanged 605
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Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5424329 nChanged 582
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Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5424485 nChanged 514
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Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5424632 nChanged 457
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Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5424706 nChanged 366
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Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5424770 nChanged 320
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5424810 nChanged 310
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5424874 nChanged 312
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5424934 nChanged 312
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5424999 nChanged 256
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5425024 nChanged 260
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5425072 nChanged 252
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5425119 nChanged 231
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Mstep: Class 1 contains 21662 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5425125 nChanged 232
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5425162 nChanged 214
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5425184 nChanged 180
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Mstep: Class 1 contains 21860 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5425194 nChanged 156
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5425200 nChanged 140
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5425216 nChanged 117
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5425212 nChanged 106
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5425221 nChanged 90
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5425226 nChanged 78
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5425240 nChanged 59
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5425228 nChanged 51
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5425227 nChanged 57
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5425234 nChanged 49
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5425242 nChanged 37
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5425227 nChanged 37
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5425230 nChanged 36
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5425248 nChanged 37
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5425252 nChanged 41
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5425256 nChanged 34
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5425272 nChanged 32
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5425266 nChanged 31
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	Iteration 61Q: 3 clusters Score -5425278 nChanged 33
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	Iteration 62Q: 3 clusters Score -5425278 nChanged 30
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	Iteration 63Q: 3 clusters Score -5425278 nChanged 24
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5425270 nChanged 16
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5425262 nChanged 16
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	Iteration 66Q: 3 clusters Score -5425269 nChanged 18
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5425259 nChanged 14
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	Iteration 68Q: 3 clusters Score -5425266 nChanged 12
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5425267 nChanged 9
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	Iteration 70Q: 3 clusters Score -5425266 nChanged 8
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	Iteration 71Q: 3 clusters Score -5425271 nChanged 5
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5425273 nChanged 4
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	Iteration 73Q: 3 clusters Score -5425274 nChanged 3
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	Iteration 74Q: 3 clusters Score -5425275 nChanged 3
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	Iteration 75Q: 3 clusters Score -5425271 nChanged 2
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	Iteration 76Q: 3 clusters Score -5425272 nChanged 1
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	Iteration 77Q: 3 clusters Score -5425274 nChanged 3
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	Iteration 78Q: 3 clusters Score -5425272 nChanged 1
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	Iteration 79Q: 3 clusters Score -5425275 nChanged 1
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	Iteration 80F: 3 clusters Score -5425272 nChanged 3
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	Iteration 81Q: 3 clusters Score -5425269 nChanged 2
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	Iteration 82Q: 3 clusters Score -5425269 nChanged 1
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	Iteration 83Q: 3 clusters Score -5425270 nChanged 1
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	Iteration 84Q: 3 clusters Score -5425272 nChanged 1
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	Iteration 85Q: 3 clusters Score -5425272 nChanged 3
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	Iteration 86Q: 3 clusters Score -5425278 nChanged 2
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	Iteration 87Q: 3 clusters Score -5425275 nChanged 1
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	Iteration 88Q: 3 clusters Score -5425277 nChanged 2
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	Iteration 89Q: 3 clusters Score -5425279 nChanged 4
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	Iteration 90Q: 3 clusters Score -5425286 nChanged 6
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	Iteration 91Q: 3 clusters Score -5425281 nChanged 5
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	Iteration 92Q: 3 clusters Score -5425282 nChanged 5
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	Iteration 93Q: 3 clusters Score -5425288 nChanged 6
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	Iteration 94Q: 3 clusters Score -5425286 nChanged 8
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	Iteration 95Q: 3 clusters Score -5425288 nChanged 7
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Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -5425288.500000 Penalty: 3479.006836
	Iteration 96Q: 3 clusters Score -5425288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -5425285.500000 Penalty: 3479.006836
	Iteration 97Q: 3 clusters Score -5425286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -5425288.000000 Penalty: 3479.006836
	Iteration 98Q: 3 clusters Score -5425288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -5425288.000000 Penalty: 3479.006836
	Iteration 99F: 3 clusters Score -5425288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Entering Unmasked Estep 
Score: -3184223.250000 Penalty: 1647.670044
	Iteration 0F: 2 clusters Score -3184223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3167745.000000 Penalty: 3295.340088
	Iteration 0F: 3 clusters Score -3167745 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3174148.750000 Penalty: 3295.340088
	Iteration 1F: 3 clusters Score -3174149 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3174488.500000 Penalty: 3295.340088
	Iteration 2Q: 3 clusters Score -3174488 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3174812.000000 Penalty: 3295.340088
	Iteration 3Q: 3 clusters Score -3174812 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3175081.500000 Penalty: 3295.340088
	Iteration 4Q: 3 clusters Score -3175082 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3175359.000000 Penalty: 3295.340088
	Iteration 5Q: 3 clusters Score -3175359 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3175681.250000 Penalty: 3295.340088
	Iteration 6Q: 3 clusters Score -3175681 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3176039.500000 Penalty: 3295.340088
	Iteration 7Q: 3 clusters Score -3176040 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3176580.250000 Penalty: 3295.340088
	Iteration 8Q: 3 clusters Score -3176580 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3177379.000000 Penalty: 3295.340088
	Iteration 9Q: 3 clusters Score -3177379 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3178461.250000 Penalty: 3295.340088
	Iteration 10F: 3 clusters Score -3178461 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3179401.500000 Penalty: 3295.340088
	Iteration 11F: 3 clusters Score -3179402 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -3179885.500000 Penalty: 3295.340088
	Iteration 12Q: 3 clusters Score -3179886 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3180066.250000 Penalty: 3295.340088
	Iteration 13Q: 3 clusters Score -3180066 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3180174.000000 Penalty: 3295.340088
	Iteration 14Q: 3 clusters Score -3180174 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -3180243.000000 Penalty: 3295.340088
	Iteration 15Q: 3 clusters Score -3180243 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3180307.750000 Penalty: 3295.340088
	Iteration 16Q: 3 clusters Score -3180308 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3180370.750000 Penalty: 3295.340088
	Iteration 17Q: 3 clusters Score -3180371 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3180416.000000 Penalty: 3295.340088
	Iteration 18Q: 3 clusters Score -3180416 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3180470.000000 Penalty: 3295.340088
	Iteration 19Q: 3 clusters Score -3180470 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3180527.000000 Penalty: 3295.340088
	Iteration 20F: 3 clusters Score -3180527 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3180574.250000 Penalty: 3295.340088
	Iteration 21Q: 3 clusters Score -3180574 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -3180640.000000 Penalty: 3295.340088
	Iteration 22Q: 3 clusters Score -3180640 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3180679.750000 Penalty: 3295.340088
	Iteration 23Q: 3 clusters Score -3180680 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3180732.000000 Penalty: 3295.340088
	Iteration 24Q: 3 clusters Score -3180732 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3180785.750000 Penalty: 3295.340088
	Iteration 25Q: 3 clusters Score -3180786 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3180837.000000 Penalty: 3295.340088
	Iteration 26Q: 3 clusters Score -3180837 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3180867.250000 Penalty: 3295.340088
	Iteration 27Q: 3 clusters Score -3180867 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3180896.250000 Penalty: 3295.340088
	Iteration 28Q: 3 clusters Score -3180896 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3180912.250000 Penalty: 3295.340088
	Iteration 29Q: 3 clusters Score -3180912 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3180944.250000 Penalty: 3295.340088
	Iteration 30Q: 3 clusters Score -3180944 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3180967.250000 Penalty: 3295.340088
	Iteration 31Q: 3 clusters Score -3180967 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3180975.000000 Penalty: 3295.340088
	Iteration 32Q: 3 clusters Score -3180975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3180975.250000 Penalty: 3295.340088
	Iteration 33Q: 3 clusters Score -3180975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3180979.250000 Penalty: 3295.340088
	Iteration 34Q: 3 clusters Score -3180979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3180987.500000 Penalty: 3295.340088
	Iteration 35Q: 3 clusters Score -3180988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3180985.750000 Penalty: 3295.340088
	Iteration 36Q: 3 clusters Score -3180986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3180985.250000 Penalty: 3295.340088
	Iteration 37Q: 3 clusters Score -3180985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3180980.500000 Penalty: 3295.340088
	Iteration 38Q: 3 clusters Score -3180980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3180985.500000 Penalty: 3295.340088
	Iteration 39Q: 3 clusters Score -3180986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3180986.000000 Penalty: 3295.340088
	Iteration 40F: 3 clusters Score -3180986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3180990.000000 Penalty: 3295.340088
	Iteration 41Q: 3 clusters Score -3180990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3180990.500000 Penalty: 3295.340088
	Iteration 42Q: 3 clusters Score -3180990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -3180992.500000 Penalty: 3295.340088
	Iteration 43Q: 3 clusters Score -3180992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3180992.000000 Penalty: 3295.340088
	Iteration 44Q: 3 clusters Score -3180992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3180997.000000 Penalty: 3295.340088
	Iteration 45Q: 3 clusters Score -3180997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3180995.750000 Penalty: 3295.340088
	Iteration 46Q: 3 clusters Score -3180996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3180998.250000 Penalty: 3295.340088
	Iteration 47Q: 3 clusters Score -3180998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3181002.750000 Penalty: 3295.340088
	Iteration 48Q: 3 clusters Score -3181003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3181000.750000 Penalty: 3295.340088
	Iteration 49Q: 3 clusters Score -3181001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3180999.000000 Penalty: 3295.340088
	Iteration 50Q: 3 clusters Score -3180999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3181002.500000 Penalty: 3295.340088
	Iteration 51Q: 3 clusters Score -3181002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3181001.250000 Penalty: 3295.340088
	Iteration 52Q: 3 clusters Score -3181001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3181002.250000 Penalty: 3295.340088
	Iteration 53Q: 3 clusters Score -3181002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3180999.750000 Penalty: 3295.340088
	Iteration 54Q: 3 clusters Score -3181000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3181001.000000 Penalty: 3295.340088
	Iteration 55Q: 3 clusters Score -3181001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3180999.250000 Penalty: 3295.340088
	Iteration 56Q: 3 clusters Score -3180999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3180999.750000 Penalty: 3295.340088
	Iteration 57Q: 3 clusters Score -3181000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3181000.750000 Penalty: 3295.340088
	Iteration 58Q: 3 clusters Score -3181001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3180995.250000 Penalty: 3295.340088
	Iteration 59Q: 3 clusters Score -3180995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3180996.750000 Penalty: 3295.340088
	Iteration 60F: 3 clusters Score -3180997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3180993.250000 Penalty: 3295.340088
	Iteration 61Q: 3 clusters Score -3180993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3180994.750000 Penalty: 3295.340088
	Iteration 62Q: 3 clusters Score -3180995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3180995.000000 Penalty: 3295.340088
	Iteration 63Q: 3 clusters Score -3180995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3180993.500000 Penalty: 3295.340088
	Iteration 64Q: 3 clusters Score -3180994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3180993.500000 Penalty: 3295.340088
	Iteration 65F: 3 clusters Score -3180994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -43443.523438 Penalty: 984.227417
	Iteration 0F: 2 clusters Score -43443.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42477.640625 Penalty: 1968.454834
	Iteration 0F: 3 clusters Score -42477.64 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42646.832031 Penalty: 1968.454834
	Iteration 1F: 3 clusters Score -42646.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42735.800781 Penalty: 1968.454834
	Iteration 2F: 3 clusters Score -42735.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42825.160156 Penalty: 1968.454834
	Iteration 3F: 3 clusters Score -42825.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42888.906250 Penalty: 1968.454834
	Iteration 4F: 3 clusters Score -42888.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -42928.765625 Penalty: 1968.454834
	Iteration 5Q: 3 clusters Score -42928.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -42946.617188 Penalty: 1968.454834
	Iteration 6Q: 3 clusters Score -42946.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -42954.925781 Penalty: 1968.454834
	Iteration 7Q: 3 clusters Score -42954.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -42966.562500 Penalty: 1968.454834
	Iteration 8Q: 3 clusters Score -42966.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -42982.714844 Penalty: 1968.454834
	Iteration 9Q: 3 clusters Score -42982.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -42984.156250 Penalty: 1968.454834
	Iteration 10Q: 3 clusters Score -42984.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -42984.156250 Penalty: 1968.454834
	Iteration 11F: 3 clusters Score -42984.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 5 contains 39821 members 
Mstep: Class 8 contains 22977 members 
Mstep: Class 9 contains 28353 members 
Mstep: Class 11 contains 30731 members 
Mstep: Class 12 contains 12183 members 
Mstep: Class 14 contains 6523 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44562 members 
Mstep: Class 20 contains 25324 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440932.000000 Penalty: 25983.595703
Iteration 79Q: 14 clusters Score -2.644093e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 5 contains 39832 members 
Mstep: Class 8 contains 23106 members 
Mstep: Class 9 contains 28352 members 
Mstep: Class 11 contains 30715 members 
Mstep: Class 12 contains 12158 members 
Mstep: Class 14 contains 6531 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44550 members 
Mstep: Class 20 contains 25227 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440926.000000 Penalty: 25983.595703
Iteration 80F: 14 clusters Score -2.644093e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 5 contains 39859 members 
Mstep: Class 8 contains 23267 members 
Mstep: Class 9 contains 28382 members 
Mstep: Class 11 contains 30695 members 
Mstep: Class 12 contains 12134 members 
Mstep: Class 14 contains 6536 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44518 members 
Mstep: Class 20 contains 25075 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440960.000000 Penalty: 25983.595703
Iteration 81Q: 14 clusters Score -2.644096e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 5 contains 39891 members 
Mstep: Class 8 contains 23419 members 
Mstep: Class 9 contains 28437 members 
Mstep: Class 11 contains 30684 members 
Mstep: Class 12 contains 12090 members 
Mstep: Class 14 contains 6540 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44503 members 
Mstep: Class 20 contains 24901 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441026.000000 Penalty: 25983.595703
Iteration 82Q: 14 clusters Score -2.644103e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6927 members 
Mstep: Class 5 contains 39906 members 
Mstep: Class 8 contains 23577 members 
Mstep: Class 9 contains 28487 members 
Mstep: Class 11 contains 30681 members 
Mstep: Class 12 contains 12055 members 
Mstep: Class 14 contains 6542 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44481 members 
Mstep: Class 20 contains 24733 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441008.000000 Penalty: 25983.595703
Iteration 83Q: 14 clusters Score -2.644101e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6932 members 
Mstep: Class 5 contains 39929 members 
Mstep: Class 8 contains 23729 members 
Mstep: Class 9 contains 28522 members 
Mstep: Class 11 contains 30666 members 
Mstep: Class 12 contains 12037 members 
Mstep: Class 14 contains 6542 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44453 members 
Mstep: Class 20 contains 24579 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441064.000000 Penalty: 25983.595703
Iteration 84Q: 14 clusters Score -2.644106e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6934 members 
Mstep: Class 5 contains 39948 members 
Mstep: Class 8 contains 23859 members 
Mstep: Class 9 contains 28551 members 
Mstep: Class 11 contains 30653 members 
Mstep: Class 12 contains 12037 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44428 members 
Mstep: Class 20 contains 24434 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441050.000000 Penalty: 25983.595703
Iteration 85Q: 14 clusters Score -2.644105e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 5 contains 39942 members 
Mstep: Class 8 contains 23972 members 
Mstep: Class 9 contains 28554 members 
Mstep: Class 11 contains 30653 members 
Mstep: Class 12 contains 12035 members 
Mstep: Class 14 contains 6550 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44441 members 
Mstep: Class 20 contains 24306 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441054.000000 Penalty: 25983.595703
Iteration 86Q: 14 clusters Score -2.644105e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6939 members 
Mstep: Class 5 contains 39967 members 
Mstep: Class 8 contains 24049 members 
Mstep: Class 9 contains 28562 members 
Mstep: Class 11 contains 30655 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 14 contains 6554 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44431 members 
Mstep: Class 20 contains 24188 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441074.000000 Penalty: 25983.595703
Iteration 87Q: 14 clusters Score -2.644107e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 5 contains 39984 members 
Mstep: Class 8 contains 24108 members 
Mstep: Class 9 contains 28570 members 
Mstep: Class 11 contains 30653 members 
Mstep: Class 12 contains 12049 members 
Mstep: Class 14 contains 6558 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44424 members 
Mstep: Class 20 contains 24103 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441098.000000 Penalty: 25983.595703
Iteration 88Q: 14 clusters Score -2.64411e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 5 contains 39980 members 
Mstep: Class 8 contains 24137 members 
Mstep: Class 9 contains 28588 members 
Mstep: Class 11 contains 30669 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 14 contains 6558 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44438 members 
Mstep: Class 20 contains 24035 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441178.000000 Penalty: 25983.595703
Iteration 89Q: 14 clusters Score -2.644118e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6946 members 
Mstep: Class 5 contains 39984 members 
Mstep: Class 8 contains 24169 members 
Mstep: Class 9 contains 28599 members 
Mstep: Class 11 contains 30682 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 14 contains 6559 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44447 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441186.000000 Penalty: 25983.595703
Iteration 90Q: 14 clusters Score -2.644119e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6948 members 
Mstep: Class 5 contains 40016 members 
Mstep: Class 8 contains 24177 members 
Mstep: Class 9 contains 28598 members 
Mstep: Class 11 contains 30690 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 14 contains 6561 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44437 members 
Mstep: Class 20 contains 23922 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441110.000000 Penalty: 25983.595703
Iteration 91Q: 14 clusters Score -2.644111e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 5 contains 40054 members 
Mstep: Class 8 contains 24187 members 
Mstep: Class 9 contains 28589 members 
Mstep: Class 11 contains 30701 members 
Mstep: Class 12 contains 12032 members 
Mstep: Class 14 contains 6562 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44405 members 
Mstep: Class 20 contains 23906 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441132.000000 Penalty: 25983.595703
Iteration 92Q: 14 clusters Score -2.644113e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6964 members 
Mstep: Class 5 contains 40072 members 
Mstep: Class 8 contains 24178 members 
Mstep: Class 9 contains 28575 members 
Mstep: Class 11 contains 30719 members 
Mstep: Class 12 contains 12024 members 
Mstep: Class 14 contains 6564 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44396 members 
Mstep: Class 20 contains 23899 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441078.000000 Penalty: 25983.595703
Iteration 93Q: 14 clusters Score -2.644108e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6969 members 
Mstep: Class 5 contains 40073 members 
Mstep: Class 8 contains 24184 members 
Mstep: Class 9 contains 28571 members 
Mstep: Class 11 contains 30724 members 
Mstep: Class 12 contains 12016 members 
Mstep: Class 14 contains 6563 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44383 members 
Mstep: Class 20 contains 23908 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441054.000000 Penalty: 25983.595703
Iteration 94Q: 14 clusters Score -2.644105e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6974 members 
Mstep: Class 5 contains 40081 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 28564 members 
Mstep: Class 11 contains 30728 members 
Mstep: Class 12 contains 12011 members 
Mstep: Class 14 contains 6561 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44380 members 
Mstep: Class 20 contains 23916 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441002.000000 Penalty: 25983.595703
Iteration 95Q: 14 clusters Score -2.6441e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6980 members 
Mstep: Class 5 contains 40086 members 
Mstep: Class 8 contains 24154 members 
Mstep: Class 9 contains 28548 members 
Mstep: Class 11 contains 30730 members 
Mstep: Class 12 contains 12000 members 
Mstep: Class 14 contains 6556 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44393 members 
Mstep: Class 20 contains 23945 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441042.000000 Penalty: 25983.595703
Iteration 96Q: 14 clusters Score -2.644104e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6980 members 
Mstep: Class 5 contains 40095 members 
Mstep: Class 8 contains 24132 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 11 contains 30729 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 14 contains 6558 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44414 members 
Mstep: Class 20 contains 23971 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440964.000000 Penalty: 25983.595703
Iteration 97Q: 14 clusters Score -2.644096e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6985 members 
Mstep: Class 5 contains 40095 members 
Mstep: Class 8 contains 24112 members 
Mstep: Class 9 contains 28519 members 
Mstep: Class 11 contains 30726 members 
Mstep: Class 12 contains 11964 members 
Mstep: Class 14 contains 6558 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44430 members 
Mstep: Class 20 contains 24005 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440948.000000 Penalty: 25983.595703
Iteration 98Q: 14 clusters Score -2.644095e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6986 members 
Mstep: Class 5 contains 40096 members 
Mstep: Class 8 contains 24102 members 
Mstep: Class 9 contains 28516 members 
Mstep: Class 11 contains 30729 members 
Mstep: Class 12 contains 11948 members 
Mstep: Class 14 contains 6555 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44433 members 
Mstep: Class 20 contains 24029 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440944.000000 Penalty: 25983.595703
Iteration 99Q: 14 clusters Score -2.644094e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6990 members 
Mstep: Class 5 contains 40089 members 
Mstep: Class 8 contains 24090 members 
Mstep: Class 9 contains 28508 members 
Mstep: Class 11 contains 30730 members 
Mstep: Class 12 contains 11934 members 
Mstep: Class 14 contains 6555 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44444 members 
Mstep: Class 20 contains 24054 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440938.000000 Penalty: 25983.595703
Iteration 100F: 14 clusters Score -2.644094e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6993 members 
Mstep: Class 5 contains 40086 members 
Mstep: Class 8 contains 24081 members 
Mstep: Class 9 contains 28505 members 
Mstep: Class 11 contains 30732 members 
Mstep: Class 12 contains 11920 members 
Mstep: Class 14 contains 6558 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44444 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440970.000000 Penalty: 25983.595703
Iteration 101Q: 14 clusters Score -2.644097e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6997 members 
Mstep: Class 5 contains 40077 members 
Mstep: Class 8 contains 24082 members 
Mstep: Class 9 contains 28491 members 
Mstep: Class 11 contains 30733 members 
Mstep: Class 12 contains 11904 members 
Mstep: Class 14 contains 6563 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44444 members 
Mstep: Class 20 contains 24104 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440922.000000 Penalty: 25983.595703
Iteration 102Q: 14 clusters Score -2.644092e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6997 members 
Mstep: Class 5 contains 40070 members 
Mstep: Class 8 contains 24072 members 
Mstep: Class 9 contains 28485 members 
Mstep: Class 11 contains 30731 members 
Mstep: Class 12 contains 11886 members 
Mstep: Class 14 contains 6569 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44452 members 
Mstep: Class 20 contains 24133 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440934.000000 Penalty: 25983.595703
Iteration 103Q: 14 clusters Score -2.644093e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7005 members 
Mstep: Class 5 contains 40067 members 
Mstep: Class 8 contains 24079 members 
Mstep: Class 9 contains 28480 members 
Mstep: Class 11 contains 30732 members 
Mstep: Class 12 contains 11866 members 
Mstep: Class 14 contains 6572 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44444 members 
Mstep: Class 20 contains 24150 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440964.000000 Penalty: 25983.595703
Iteration 104Q: 14 clusters Score -2.644096e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 5 contains 40073 members 
Mstep: Class 8 contains 24082 members 
Mstep: Class 9 contains 28483 members 
Mstep: Class 11 contains 30725 members 
Mstep: Class 12 contains 11848 members 
Mstep: Class 14 contains 6572 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44435 members 
Mstep: Class 20 contains 24169 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440950.000000 Penalty: 25983.595703
Iteration 105Q: 14 clusters Score -2.644095e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 5 contains 40092 members 
Mstep: Class 8 contains 24071 members 
Mstep: Class 9 contains 28487 members 
Mstep: Class 11 contains 30717 members 
Mstep: Class 12 contains 11835 members 
Mstep: Class 14 contains 6572 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44424 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440948.000000 Penalty: 25983.595703
Iteration 106Q: 14 clusters Score -2.644095e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7012 members 
Mstep: Class 5 contains 40093 members 
Mstep: Class 8 contains 24062 members 
Mstep: Class 9 contains 28494 members 
Mstep: Class 11 contains 30707 members 
Mstep: Class 12 contains 11825 members 
Mstep: Class 14 contains 6575 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44432 members 
Mstep: Class 20 contains 24195 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440952.000000 Penalty: 25983.595703
Iteration 107Q: 14 clusters Score -2.644095e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7014 members 
Mstep: Class 5 contains 40087 members 
Mstep: Class 8 contains 24049 members 
Mstep: Class 9 contains 28497 members 
Mstep: Class 11 contains 30704 members 
Mstep: Class 12 contains 11817 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44451 members 
Mstep: Class 20 contains 24200 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440978.000000 Penalty: 25983.595703
Iteration 108Q: 14 clusters Score -2.644098e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7015 members 
Mstep: Class 5 contains 40094 members 
Mstep: Class 8 contains 24035 members 
Mstep: Class 9 contains 28505 members 
Mstep: Class 11 contains 30701 members 
Mstep: Class 12 contains 11800 members 
Mstep: Class 14 contains 6578 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44467 members 
Mstep: Class 20 contains 24200 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440968.000000 Penalty: 25983.595703
Iteration 109Q: 14 clusters Score -2.644097e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7015 members 
Mstep: Class 5 contains 40107 members 
Mstep: Class 8 contains 24025 members 
Mstep: Class 9 contains 28514 members 
Mstep: Class 11 contains 30701 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 14 contains 6580 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44469 members 
Mstep: Class 20 contains 24206 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440978.000000 Penalty: 25983.595703
Iteration 110Q: 14 clusters Score -2.644098e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7016 members 
Mstep: Class 5 contains 40120 members 
Mstep: Class 8 contains 24025 members 
Mstep: Class 9 contains 28519 members 
Mstep: Class 11 contains 30702 members 
Mstep: Class 12 contains 11749 members 
Mstep: Class 14 contains 6583 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44466 members 
Mstep: Class 20 contains 24215 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440970.000000 Penalty: 25983.595703
Iteration 111Q: 14 clusters Score -2.644097e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7016 members 
Mstep: Class 5 contains 40134 members 
Mstep: Class 8 contains 24025 members 
Mstep: Class 9 contains 28517 members 
Mstep: Class 11 contains 30699 members 
Mstep: Class 12 contains 11730 members 
Mstep: Class 14 contains 6585 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44470 members 
Mstep: Class 20 contains 24219 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440936.000000 Penalty: 25983.595703
Iteration 112Q: 14 clusters Score -2.644094e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7019 members 
Mstep: Class 5 contains 40154 members 
Mstep: Class 8 contains 24030 members 
Mstep: Class 9 contains 28512 members 
Mstep: Class 11 contains 30694 members 
Mstep: Class 12 contains 11724 members 
Mstep: Class 14 contains 6584 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44455 members 
Mstep: Class 20 contains 24223 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440950.000000 Penalty: 25983.595703
Iteration 113Q: 14 clusters Score -2.644095e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7019 members 
Mstep: Class 5 contains 40156 members 
Mstep: Class 8 contains 24032 members 
Mstep: Class 9 contains 28504 members 
Mstep: Class 11 contains 30693 members 
Mstep: Class 12 contains 11714 members 
Mstep: Class 14 contains 6584 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44458 members 
Mstep: Class 20 contains 24235 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440968.000000 Penalty: 25983.595703
Iteration 114Q: 14 clusters Score -2.644097e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7020 members 
Mstep: Class 5 contains 40158 members 
Mstep: Class 8 contains 24025 members 
Mstep: Class 9 contains 28492 members 
Mstep: Class 11 contains 30677 members 
Mstep: Class 12 contains 11727 members 
Mstep: Class 14 contains 6587 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44456 members 
Mstep: Class 20 contains 24253 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441002.000000 Penalty: 25983.595703
Iteration 115Q: 14 clusters Score -2.6441e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7022 members 
Mstep: Class 5 contains 40160 members 
Mstep: Class 8 contains 24025 members 
Mstep: Class 9 contains 28485 members 
Mstep: Class 11 contains 30671 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 14 contains 6591 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44451 members 
Mstep: Class 20 contains 24261 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440990.000000 Penalty: 25983.595703
Iteration 116Q: 14 clusters Score -2.644099e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7023 members 
Mstep: Class 5 contains 40161 members 
Mstep: Class 8 contains 24043 members 
Mstep: Class 9 contains 28475 members 
Mstep: Class 11 contains 30671 members 
Mstep: Class 12 contains 11713 members 
Mstep: Class 14 contains 6596 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44445 members 
Mstep: Class 20 contains 24268 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441014.000000 Penalty: 25983.595703
Iteration 117Q: 14 clusters Score -2.644101e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 5 contains 40172 members 
Mstep: Class 8 contains 24064 members 
Mstep: Class 9 contains 28466 members 
Mstep: Class 11 contains 30664 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 14 contains 6601 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44429 members 
Mstep: Class 20 contains 24272 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441024.000000 Penalty: 25983.595703
Iteration 118Q: 14 clusters Score -2.644102e+07 nChanged 198
Entering ConstructFrom: 
Score: -26441024.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 2 (7028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Entering Unmasked Estep 
Score: -817140.375000 Penalty: 1439.369385
	Iteration 0F: 2 clusters Score -817140.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -811857.375000 Penalty: 2878.738770
	Iteration 0F: 3 clusters Score -811857.4 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -813537.187500 Penalty: 2878.738770
	Iteration 1F: 3 clusters Score -813537.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -813811.937500 Penalty: 2878.738770
	Iteration 2F: 3 clusters Score -813811.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -814076.812500 Penalty: 2878.738770
	Iteration 3F: 3 clusters Score -814076.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -814346.687500 Penalty: 2878.738770
	Iteration 4F: 3 clusters Score -814346.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -814627.687500 Penalty: 2878.738770
	Iteration 5F: 3 clusters Score -814627.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -814873.875000 Penalty: 2878.738770
	Iteration 6F: 3 clusters Score -814873.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -815112.687500 Penalty: 2878.738770
	Iteration 7F: 3 clusters Score -815112.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -815328.375000 Penalty: 2878.738770
	Iteration 8Q: 3 clusters Score -815328.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -815485.375000 Penalty: 2878.738770
	Iteration 9Q: 3 clusters Score -815485.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -815575.500000 Penalty: 2878.738770
	Iteration 10Q: 3 clusters Score -815575.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -815635.062500 Penalty: 2878.738770
	Iteration 11Q: 3 clusters Score -815635.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -815688.187500 Penalty: 2878.738770
	Iteration 12Q: 3 clusters Score -815688.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -815743.312500 Penalty: 2878.738770
	Iteration 13Q: 3 clusters Score -815743.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -815793.312500 Penalty: 2878.738770
	Iteration 14Q: 3 clusters Score -815793.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -815847.437500 Penalty: 2878.738770
	Iteration 15Q: 3 clusters Score -815847.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -815910.812500 Penalty: 2878.738770
	Iteration 16Q: 3 clusters Score -815910.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -815983.750000 Penalty: 2878.738770
	Iteration 17Q: 3 clusters Score -815983.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -816064.812500 Penalty: 2878.738770
	Iteration 18Q: 3 clusters Score -816064.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -816175.687500 Penalty: 2878.738770
	Iteration 19Q: 3 clusters Score -816175.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -816275.687500 Penalty: 2878.738770
	Iteration 20F: 3 clusters Score -816275.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -816350.937500 Penalty: 2878.738770
	Iteration 21Q: 3 clusters Score -816350.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -816422.250000 Penalty: 2878.738770
	Iteration 22Q: 3 clusters Score -816422.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -816499.000000 Penalty: 2878.738770
	Iteration 23Q: 3 clusters Score -816499 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -816551.125000 Penalty: 2878.738770
	Iteration 24Q: 3 clusters Score -816551.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -816575.312500 Penalty: 2878.738770
	Iteration 25Q: 3 clusters Score -816575.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -816584.687500 Penalty: 2878.738770
	Iteration 26Q: 3 clusters Score -816584.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -816593.125000 Penalty: 2878.738770
	Iteration 27Q: 3 clusters Score -816593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -816597.625000 Penalty: 2878.738770
	Iteration 28Q: 3 clusters Score -816597.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -816600.687500 Penalty: 2878.738770
	Iteration 29Q: 3 clusters Score -816600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -816601.625000 Penalty: 2878.738770
	Iteration 30Q: 3 clusters Score -816601.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -816601.625000 Penalty: 2878.738770
	Iteration 31F: 3 clusters Score -816601.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Entering Unmasked Estep 
Score: -4851220.500000 Penalty: 1722.658447
	Iteration 0F: 2 clusters Score -4851220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -4826874.500000 Penalty: 3445.316895
	Iteration 0F: 3 clusters Score -4826874 nChanged 18707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -4837833.500000 Penalty: 3445.316895
	Iteration 1F: 3 clusters Score -4837834 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -4838790.500000 Penalty: 3445.316895
	Iteration 2F: 3 clusters Score -4838790 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4840025.500000 Penalty: 3445.316895
	Iteration 3F: 3 clusters Score -4840026 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -4841542.000000 Penalty: 3445.316895
	Iteration 4F: 3 clusters Score -4841542 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4843149.500000 Penalty: 3445.316895
	Iteration 5F: 3 clusters Score -4843150 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -4844634.500000 Penalty: 3445.316895
	Iteration 6F: 3 clusters Score -4844634 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4845829.000000 Penalty: 3445.316895
	Iteration 7F: 3 clusters Score -4845829 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4846679.000000 Penalty: 3445.316895
	Iteration 8Q: 3 clusters Score -4846679 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -4847245.500000 Penalty: 3445.316895
	Iteration 9Q: 3 clusters Score -4847246 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -4847607.500000 Penalty: 3445.316895
	Iteration 10Q: 3 clusters Score -4847608 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -4847788.500000 Penalty: 3445.316895
	Iteration 11Q: 3 clusters Score -4847788 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -4847946.000000 Penalty: 3445.316895
	Iteration 12Q: 3 clusters Score -4847946 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4848014.500000 Penalty: 3445.316895
	Iteration 13Q: 3 clusters Score -4848014 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -4848077.500000 Penalty: 3445.316895
	Iteration 14Q: 3 clusters Score -4848078 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -4848132.500000 Penalty: 3445.316895
	Iteration 15Q: 3 clusters Score -4848132 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -4848164.500000 Penalty: 3445.316895
	Iteration 16Q: 3 clusters Score -4848164 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -4848186.000000 Penalty: 3445.316895
	Iteration 17Q: 3 clusters Score -4848186 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -4848226.000000 Penalty: 3445.316895
	Iteration 18Q: 3 clusters Score -4848226 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -4848270.500000 Penalty: 3445.316895
	Iteration 19Q: 3 clusters Score -4848270 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -4848322.000000 Penalty: 3445.316895
	Iteration 20F: 3 clusters Score -4848322 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -4848355.500000 Penalty: 3445.316895
	Iteration 21Q: 3 clusters Score -4848356 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -4848384.500000 Penalty: 3445.316895
	Iteration 22Q: 3 clusters Score -4848384 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -4848444.000000 Penalty: 3445.316895
	Iteration 23Q: 3 clusters Score -4848444 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -4848471.500000 Penalty: 3445.316895
	Iteration 24Q: 3 clusters Score -4848472 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -4848482.000000 Penalty: 3445.316895
	Iteration 25Q: 3 clusters Score -4848482 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -4848521.000000 Penalty: 3445.316895
	Iteration 26Q: 3 clusters Score -4848521 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -4848549.000000 Penalty: 3445.316895
	Iteration 27Q: 3 clusters Score -4848549 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -4848596.500000 Penalty: 3445.316895
	Iteration 28Q: 3 clusters Score -4848596 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -4848630.500000 Penalty: 3445.316895
	Iteration 29Q: 3 clusters Score -4848630 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -4848645.000000 Penalty: 3445.316895
	Iteration 30Q: 3 clusters Score -4848645 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -4848666.500000 Penalty: 3445.316895
	Iteration 31Q: 3 clusters Score -4848666 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -4848690.000000 Penalty: 3445.316895
	Iteration 32Q: 3 clusters Score -4848690 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -4848702.000000 Penalty: 3445.316895
	Iteration 33Q: 3 clusters Score -4848702 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -4848721.000000 Penalty: 3445.316895
	Iteration 34Q: 3 clusters Score -4848721 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -4848767.500000 Penalty: 3445.316895
	Iteration 35Q: 3 clusters Score -4848768 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4848781.000000 Penalty: 3445.316895
	Iteration 36Q: 3 clusters Score -4848781 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -4848807.000000 Penalty: 3445.316895
	Iteration 37Q: 3 clusters Score -4848807 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -4848847.500000 Penalty: 3445.316895
	Iteration 38Q: 3 clusters Score -4848848 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4848863.500000 Penalty: 3445.316895
	Iteration 39Q: 3 clusters Score -4848864 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -4848901.000000 Penalty: 3445.316895
	Iteration 40F: 3 clusters Score -4848901 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4848953.500000 Penalty: 3445.316895
	Iteration 41Q: 3 clusters Score -4848954 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -4848970.500000 Penalty: 3445.316895
	Iteration 42Q: 3 clusters Score -4848970 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -4849013.500000 Penalty: 3445.316895
	Iteration 43Q: 3 clusters Score -4849014 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -4849030.500000 Penalty: 3445.316895
	Iteration 44Q: 3 clusters Score -4849030 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -4849038.500000 Penalty: 3445.316895
	Iteration 45Q: 3 clusters Score -4849038 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -4849091.000000 Penalty: 3445.316895
	Iteration 46Q: 3 clusters Score -4849091 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -4849131.000000 Penalty: 3445.316895
	Iteration 47Q: 3 clusters Score -4849131 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -4849183.500000 Penalty: 3445.316895
	Iteration 48Q: 3 clusters Score -4849184 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4849230.500000 Penalty: 3445.316895
	Iteration 49Q: 3 clusters Score -4849230 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -4849260.500000 Penalty: 3445.316895
	Iteration 50Q: 3 clusters Score -4849260 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4849274.500000 Penalty: 3445.316895
	Iteration 51Q: 3 clusters Score -4849274 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4849302.000000 Penalty: 3445.316895
	Iteration 52Q: 3 clusters Score -4849302 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -4849338.000000 Penalty: 3445.316895
	Iteration 53Q: 3 clusters Score -4849338 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4849371.000000 Penalty: 3445.316895
	Iteration 54Q: 3 clusters Score -4849371 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -4849403.000000 Penalty: 3445.316895
	Iteration 55Q: 3 clusters Score -4849403 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4849435.000000 Penalty: 3445.316895
	Iteration 56Q: 3 clusters Score -4849435 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -4849479.000000 Penalty: 3445.316895
	Iteration 57Q: 3 clusters Score -4849479 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -4849496.500000 Penalty: 3445.316895
	Iteration 58Q: 3 clusters Score -4849496 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -4849545.500000 Penalty: 3445.316895
	Iteration 59Q: 3 clusters Score -4849546 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4849561.500000 Penalty: 3445.316895
	Iteration 60F: 3 clusters Score -4849562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4849575.000000 Penalty: 3445.316895
	Iteration 61Q: 3 clusters Score -4849575 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37147 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4849692 nChanged 81
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Mstep: Class 1 contains 37222 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4849722 nChanged 74
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Mstep: Class 1 contains 37294 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4849756 nChanged 66
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Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4849776 nChanged 65
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Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4849931 nChanged 48
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Mstep: Class 1 contains 37705 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4849944 nChanged 57
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Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4849980 nChanged 62
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Mstep: Class 1 contains 37822 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4850008 nChanged 60
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Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4850042 nChanged 62
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Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4850051 nChanged 47
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Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4850064 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4850065 nChanged 36
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Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4850084 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4850108 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4850146 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4850144 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4850155 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4850176 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4850188 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38313 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4850212 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4850230 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4850245 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4850284 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4850302 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38526 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4850310 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38577 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4850326 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4850348 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4850381 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4850400 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38731 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4850409 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4850412 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38773 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4850417 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4850430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4850448 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4850467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4850482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4850494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4850496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4850518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4850546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4850560 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4850571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4850582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4850596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4850607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4850617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4850632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4850656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4850682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4850701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4850704.000000 Penalty: 3445.316895
	Iteration 120F: 3 clusters Score -4850704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4850719.000000 Penalty: 3445.316895
	Iteration 121Q: 3 clusters Score -4850719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4850717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4850720.000000 Penalty: 3445.316895
	Iteration 123Q: 3 clusters Score -4850720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4850724.000000 Penalty: 3445.316895
	Iteration 124Q: 3 clusters Score -4850724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4850725.000000 Penalty: 3445.316895
	Iteration 125Q: 3 clusters Score -4850725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4850726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4850730 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4850743.500000 Penalty: 3445.316895
	Iteration 128Q: 3 clusters Score -4850744 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4850758 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4850766 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4850774 nChanged 17
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Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4850778 nChanged 15
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Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4850784.000000 Penalty: 3445.316895
	Iteration 133Q: 3 clusters Score -4850784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4850786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4850789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4850794.000000 Penalty: 3445.316895
	Iteration 136Q: 3 clusters Score -4850794 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4850796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4850802.500000 Penalty: 3445.316895
	Iteration 138Q: 3 clusters Score -4850802 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4850806.000000 Penalty: 3445.316895
	Iteration 139Q: 3 clusters Score -4850806 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4850817.500000 Penalty: 3445.316895
	Iteration 140F: 3 clusters Score -4850818 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4850817.000000 Penalty: 3445.316895
	Iteration 141Q: 3 clusters Score -4850817 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4850822.500000 Penalty: 3445.316895
	Iteration 142Q: 3 clusters Score -4850822 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4850829.500000 Penalty: 3445.316895
	Iteration 143Q: 3 clusters Score -4850830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4850831.000000 Penalty: 3445.316895
	Iteration 144Q: 3 clusters Score -4850831 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
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Entering Unmasked Estep 
Score: -4850825.500000 Penalty: 3445.316895
	Iteration 145Q: 3 clusters Score -4850826 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4850832.500000 Penalty: 3445.316895
	Iteration 146Q: 3 clusters Score -4850832 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4850827.000000 Penalty: 3445.316895
	Iteration 147Q: 3 clusters Score -4850827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4850833.500000 Penalty: 3445.316895
	Iteration 148Q: 3 clusters Score -4850834 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4850833.000000 Penalty: 3445.316895
	Iteration 149Q: 3 clusters Score -4850833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4850836.000000 Penalty: 3445.316895
	Iteration 150Q: 3 clusters Score -4850836 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4850834.500000 Penalty: 3445.316895
	Iteration 151Q: 3 clusters Score -4850834 nChanged 1
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Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4850836 nChanged 1
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Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4850834 nChanged 0
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Entering Unmasked Estep 
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	Iteration 154F: 3 clusters Score -4850834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3013511.500000 Penalty: 1639.390259
	Iteration 0F: 2 clusters Score -3013512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2997704.000000 Penalty: 3278.780518
	Iteration 0F: 3 clusters Score -2997704 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3003609.750000 Penalty: 3278.780518
	Iteration 1F: 3 clusters Score -3003610 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3003972.750000 Penalty: 3278.780518
	Iteration 2Q: 3 clusters Score -3003973 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3004333.750000 Penalty: 3278.780518
	Iteration 3Q: 3 clusters Score -3004334 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3004718.250000 Penalty: 3278.780518
	Iteration 4Q: 3 clusters Score -3004718 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3005175.750000 Penalty: 3278.780518
	Iteration 5Q: 3 clusters Score -3005176 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3005792.500000 Penalty: 3278.780518
	Iteration 6F: 3 clusters Score -3005792 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3006585.500000 Penalty: 3278.780518
	Iteration 7F: 3 clusters Score -3006586 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3007455.000000 Penalty: 3278.780518
	Iteration 8F: 3 clusters Score -3007455 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3008237.250000 Penalty: 3278.780518
	Iteration 9F: 3 clusters Score -3008237 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -3008657.750000 Penalty: 3278.780518
	Iteration 10Q: 3 clusters Score -3008658 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3008828.250000 Penalty: 3278.780518
	Iteration 11Q: 3 clusters Score -3008828 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3008912.750000 Penalty: 3278.780518
	Iteration 12Q: 3 clusters Score -3008913 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3008942.000000 Penalty: 3278.780518
	Iteration 13Q: 3 clusters Score -3008942 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3008949.000000 Penalty: 3278.780518
	Iteration 14Q: 3 clusters Score -3008949 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3008946.250000 Penalty: 3278.780518
	Iteration 15Q: 3 clusters Score -3008946 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3008952.000000 Penalty: 3278.780518
	Iteration 16Q: 3 clusters Score -3008952 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3008952.000000 Penalty: 3278.780518
	Iteration 17Q: 3 clusters Score -3008952 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -3008947.500000 Penalty: 3278.780518
	Iteration 18Q: 3 clusters Score -3008948 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3008949.500000 Penalty: 3278.780518
	Iteration 19Q: 3 clusters Score -3008950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3008955.500000 Penalty: 3278.780518
	Iteration 20F: 3 clusters Score -3008956 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3008960.000000 Penalty: 3278.780518
	Iteration 21Q: 3 clusters Score -3008960 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3008981.250000 Penalty: 3278.780518
	Iteration 22Q: 3 clusters Score -3008981 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3008993.000000 Penalty: 3278.780518
	Iteration 23Q: 3 clusters Score -3008993 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3008990.250000 Penalty: 3278.780518
	Iteration 24Q: 3 clusters Score -3008990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3008990.500000 Penalty: 3278.780518
	Iteration 25Q: 3 clusters Score -3008990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3008986.500000 Penalty: 3278.780518
	Iteration 26Q: 3 clusters Score -3008986 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3008988.250000 Penalty: 3278.780518
	Iteration 27Q: 3 clusters Score -3008988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -3009001.000000 Penalty: 3278.780518
	Iteration 28Q: 3 clusters Score -3009001 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3009003.000000 Penalty: 3278.780518
	Iteration 29Q: 3 clusters Score -3009003 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3009009.750000 Penalty: 3278.780518
	Iteration 30Q: 3 clusters Score -3009010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3009011.250000 Penalty: 3278.780518
	Iteration 31Q: 3 clusters Score -3009011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3009022.250000 Penalty: 3278.780518
	Iteration 32Q: 3 clusters Score -3009022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -3009033.000000 Penalty: 3278.780518
	Iteration 33Q: 3 clusters Score -3009033 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -3009037.500000 Penalty: 3278.780518
	Iteration 34Q: 3 clusters Score -3009038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3009047.000000 Penalty: 3278.780518
	Iteration 35Q: 3 clusters Score -3009047 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3009040.750000 Penalty: 3278.780518
	Iteration 36Q: 3 clusters Score -3009041 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3009044.750000 Penalty: 3278.780518
	Iteration 37Q: 3 clusters Score -3009045 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -3009048.000000 Penalty: 3278.780518
	Iteration 38Q: 3 clusters Score -3009048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3009046.750000 Penalty: 3278.780518
	Iteration 39Q: 3 clusters Score -3009047 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3009049.000000 Penalty: 3278.780518
	Iteration 40F: 3 clusters Score -3009049 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3009052.000000 Penalty: 3278.780518
	Iteration 41Q: 3 clusters Score -3009052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3009055.000000 Penalty: 3278.780518
	Iteration 42Q: 3 clusters Score -3009055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3009059.250000 Penalty: 3278.780518
	Iteration 43Q: 3 clusters Score -3009059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3009064.000000 Penalty: 3278.780518
	Iteration 44Q: 3 clusters Score -3009064 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3009062.000000 Penalty: 3278.780518
	Iteration 45Q: 3 clusters Score -3009062 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3009063.500000 Penalty: 3278.780518
	Iteration 46Q: 3 clusters Score -3009064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3009089.250000 Penalty: 3278.780518
	Iteration 47Q: 3 clusters Score -3009089 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -3009089.250000 Penalty: 3278.780518
	Iteration 48Q: 3 clusters Score -3009089 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3009095.500000 Penalty: 3278.780518
	Iteration 49Q: 3 clusters Score -3009096 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3009096.000000 Penalty: 3278.780518
	Iteration 50Q: 3 clusters Score -3009096 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3009101.500000 Penalty: 3278.780518
	Iteration 51Q: 3 clusters Score -3009102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3009104.000000 Penalty: 3278.780518
	Iteration 52Q: 3 clusters Score -3009104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3009113.250000 Penalty: 3278.780518
	Iteration 53Q: 3 clusters Score -3009113 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3009104.500000 Penalty: 3278.780518
	Iteration 54Q: 3 clusters Score -3009104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3009126.250000 Penalty: 3278.780518
	Iteration 55Q: 3 clusters Score -3009126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3009120.250000 Penalty: 3278.780518
	Iteration 56Q: 3 clusters Score -3009120 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3009136.000000 Penalty: 3278.780518
	Iteration 57Q: 3 clusters Score -3009136 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3009127.000000 Penalty: 3278.780518
	Iteration 58Q: 3 clusters Score -3009127 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3009130.000000 Penalty: 3278.780518
	Iteration 59Q: 3 clusters Score -3009130 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3009111.500000 Penalty: 3278.780518
	Iteration 60F: 3 clusters Score -3009112 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -3009089.000000 Penalty: 3278.780518
	Iteration 61Q: 3 clusters Score -3009089 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3009059.250000 Penalty: 3278.780518
	Iteration 62Q: 3 clusters Score -3009059 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3009027.750000 Penalty: 3278.780518
	Iteration 63Q: 3 clusters Score -3009028 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3008981.500000 Penalty: 3278.780518
	Iteration 64Q: 3 clusters Score -3008982 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3008935.500000 Penalty: 3278.780518
	Iteration 65Q: 3 clusters Score -3008936 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3008895.750000 Penalty: 3278.780518
	Iteration 66Q: 3 clusters Score -3008896 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3008905.000000 Penalty: 3278.780518
	Iteration 67Q: 3 clusters Score -3008905 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3008968.500000 Penalty: 3278.780518
	Iteration 68Q: 3 clusters Score -3008968 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3009071.500000 Penalty: 3278.780518
	Iteration 69Q: 3 clusters Score -3009072 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3009225.000000 Penalty: 3278.780518
	Iteration 70Q: 3 clusters Score -3009225 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3009400.750000 Penalty: 3278.780518
	Iteration 71Q: 3 clusters Score -3009401 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3009650.250000 Penalty: 3278.780518
	Iteration 72Q: 3 clusters Score -3009650 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3010352.250000 Penalty: 3278.780518
	Iteration 73Q: 3 clusters Score -3010352 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3010743.750000 Penalty: 3278.780518
	Iteration 74Q: 3 clusters Score -3010744 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3010969.750000 Penalty: 3278.780518
	Iteration 75Q: 3 clusters Score -3010970 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3011116.250000 Penalty: 3278.780518
	Iteration 76Q: 3 clusters Score -3011116 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3011223.250000 Penalty: 3278.780518
	Iteration 77Q: 3 clusters Score -3011223 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3011304.250000 Penalty: 3278.780518
	Iteration 78Q: 3 clusters Score -3011304 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3011360.750000 Penalty: 3278.780518
	Iteration 79Q: 3 clusters Score -3011361 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3011495.500000 Penalty: 3278.780518
	Iteration 80F: 3 clusters Score -3011496 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3011627.250000 Penalty: 3278.780518
	Iteration 81Q: 3 clusters Score -3011627 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3011733.000000 Penalty: 3278.780518
	Iteration 82Q: 3 clusters Score -3011733 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3011783.500000 Penalty: 3278.780518
	Iteration 83Q: 3 clusters Score -3011784 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3011840.250000 Penalty: 3278.780518
	Iteration 84Q: 3 clusters Score -3011840 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3011885.000000 Penalty: 3278.780518
	Iteration 85Q: 3 clusters Score -3011885 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3011927.000000 Penalty: 3278.780518
	Iteration 86Q: 3 clusters Score -3011927 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3011964.500000 Penalty: 3278.780518
	Iteration 87Q: 3 clusters Score -3011964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3011985.750000 Penalty: 3278.780518
	Iteration 88Q: 3 clusters Score -3011986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3012031.250000 Penalty: 3278.780518
	Iteration 89Q: 3 clusters Score -3012031 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3012051.250000 Penalty: 3278.780518
	Iteration 90Q: 3 clusters Score -3012051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3012077.000000 Penalty: 3278.780518
	Iteration 91Q: 3 clusters Score -3012077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3012094.500000 Penalty: 3278.780518
	Iteration 92Q: 3 clusters Score -3012094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3012104.000000 Penalty: 3278.780518
	Iteration 93Q: 3 clusters Score -3012104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3012119.000000 Penalty: 3278.780518
	Iteration 94Q: 3 clusters Score -3012119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3012129.500000 Penalty: 3278.780518
	Iteration 95Q: 3 clusters Score -3012130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3012140.750000 Penalty: 3278.780518
	Iteration 96Q: 3 clusters Score -3012141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3012151.750000 Penalty: 3278.780518
	Iteration 97Q: 3 clusters Score -3012152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3012153.000000 Penalty: 3278.780518
	Iteration 98Q: 3 clusters Score -3012153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3012159.250000 Penalty: 3278.780518
	Iteration 99Q: 3 clusters Score -3012159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3012165.500000 Penalty: 3278.780518
	Iteration 100F: 3 clusters Score -3012166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3012176.250000 Penalty: 3278.780518
	Iteration 101Q: 3 clusters Score -3012176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3012181.500000 Penalty: 3278.780518
	Iteration 102Q: 3 clusters Score -3012182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3012178.750000 Penalty: 3278.780518
	Iteration 103Q: 3 clusters Score -3012179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3012181.500000 Penalty: 3278.780518
	Iteration 104Q: 3 clusters Score -3012182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3012182.250000 Penalty: 3278.780518
	Iteration 105Q: 3 clusters Score -3012182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3012186.250000 Penalty: 3278.780518
	Iteration 106Q: 3 clusters Score -3012186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3012183.750000 Penalty: 3278.780518
	Iteration 107Q: 3 clusters Score -3012184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3012182.750000 Penalty: 3278.780518
	Iteration 108Q: 3 clusters Score -3012183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3012181.500000 Penalty: 3278.780518
	Iteration 109Q: 3 clusters Score -3012182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3012184.500000 Penalty: 3278.780518
	Iteration 110Q: 3 clusters Score -3012184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3012184.500000 Penalty: 3278.780518
	Iteration 111F: 3 clusters Score -3012184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Entering Unmasked Estep 
Score: -3457113.750000 Penalty: 1666.687012
	Iteration 0F: 2 clusters Score -3457114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3438427.750000 Penalty: 3333.374023
	Iteration 0F: 3 clusters Score -3438428 nChanged 13081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -3445921.250000 Penalty: 3333.374023
	Iteration 1F: 3 clusters Score -3445921 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3446823.500000 Penalty: 3333.374023
	Iteration 2F: 3 clusters Score -3446824 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3448277.000000 Penalty: 3333.374023
	Iteration 3F: 3 clusters Score -3448277 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3450392.250000 Penalty: 3333.374023
	Iteration 4F: 3 clusters Score -3450392 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3452681.000000 Penalty: 3333.374023
	Iteration 5F: 3 clusters Score -3452681 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3454376.750000 Penalty: 3333.374023
	Iteration 6F: 3 clusters Score -3454377 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3455203.000000 Penalty: 3333.374023
	Iteration 7Q: 3 clusters Score -3455203 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3455535.750000 Penalty: 3333.374023
	Iteration 8Q: 3 clusters Score -3455536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3455631.000000 Penalty: 3333.374023
	Iteration 9Q: 3 clusters Score -3455631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3455673.500000 Penalty: 3333.374023
	Iteration 10Q: 3 clusters Score -3455674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3455693.000000 Penalty: 3333.374023
	Iteration 11Q: 3 clusters Score -3455693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3455706.750000 Penalty: 3333.374023
	Iteration 12Q: 3 clusters Score -3455707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3455715.250000 Penalty: 3333.374023
	Iteration 13Q: 3 clusters Score -3455715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3455723.500000 Penalty: 3333.374023
	Iteration 14Q: 3 clusters Score -3455724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3455723.000000 Penalty: 3333.374023
	Iteration 15Q: 3 clusters Score -3455723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3455722.750000 Penalty: 3333.374023
	Iteration 16Q: 3 clusters Score -3455723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3455722.750000 Penalty: 3333.374023
	Iteration 17F: 3 clusters Score -3455723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Entering Unmasked Estep 
Score: -3767194.000000 Penalty: 1678.735840
	Iteration 0F: 2 clusters Score -3767194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3748444.000000 Penalty: 3357.471680
	Iteration 0F: 3 clusters Score -3748444 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3756063.750000 Penalty: 3357.471680
	Iteration 1F: 3 clusters Score -3756064 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3756527.750000 Penalty: 3357.471680
	Iteration 2Q: 3 clusters Score -3756528 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3756983.250000 Penalty: 3357.471680
	Iteration 3Q: 3 clusters Score -3756983 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3757546.000000 Penalty: 3357.471680
	Iteration 4Q: 3 clusters Score -3757546 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3758236.000000 Penalty: 3357.471680
	Iteration 5F: 3 clusters Score -3758236 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3759287.750000 Penalty: 3357.471680
	Iteration 6F: 3 clusters Score -3759288 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3760796.500000 Penalty: 3357.471680
	Iteration 7F: 3 clusters Score -3760796 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3762589.000000 Penalty: 3357.471680
	Iteration 8F: 3 clusters Score -3762589 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3764165.250000 Penalty: 3357.471680
	Iteration 9F: 3 clusters Score -3764165 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3764982.750000 Penalty: 3357.471680
	Iteration 10F: 3 clusters Score -3764983 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3765342.750000 Penalty: 3357.471680
	Iteration 11Q: 3 clusters Score -3765343 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3765619.750000 Penalty: 3357.471680
	Iteration 12Q: 3 clusters Score -3765620 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3765685.000000 Penalty: 3357.471680
	Iteration 13Q: 3 clusters Score -3765685 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3765768.500000 Penalty: 3357.471680
	Iteration 14Q: 3 clusters Score -3765768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3765808.500000 Penalty: 3357.471680
	Iteration 15Q: 3 clusters Score -3765808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3765831.750000 Penalty: 3357.471680
	Iteration 16Q: 3 clusters Score -3765832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3765839.500000 Penalty: 3357.471680
	Iteration 17Q: 3 clusters Score -3765840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3765849.750000 Penalty: 3357.471680
	Iteration 18Q: 3 clusters Score -3765850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3765855.250000 Penalty: 3357.471680
	Iteration 19Q: 3 clusters Score -3765855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3765854.500000 Penalty: 3357.471680
	Iteration 20F: 3 clusters Score -3765854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Entering Unmasked Estep 
Score: -1463415.375000 Penalty: 1522.096191
	Iteration 0F: 2 clusters Score -1463415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1455264.875000 Penalty: 3044.192383
	Iteration 0F: 3 clusters Score -1455265 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1457998.500000 Penalty: 3044.192383
	Iteration 1F: 3 clusters Score -1457998 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1458256.875000 Penalty: 3044.192383
	Iteration 2F: 3 clusters Score -1458257 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1458507.375000 Penalty: 3044.192383
	Iteration 3Q: 3 clusters Score -1458507 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1458796.500000 Penalty: 3044.192383
	Iteration 4Q: 3 clusters Score -1458796 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1459157.625000 Penalty: 3044.192383
	Iteration 5F: 3 clusters Score -1459158 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1459638.750000 Penalty: 3044.192383
	Iteration 6F: 3 clusters Score -1459639 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1460216.500000 Penalty: 3044.192383
	Iteration 7F: 3 clusters Score -1460216 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1460823.000000 Penalty: 3044.192383
	Iteration 8F: 3 clusters Score -1460823 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1461326.000000 Penalty: 3044.192383
	Iteration 9Q: 3 clusters Score -1461326 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1461657.000000 Penalty: 3044.192383
	Iteration 10Q: 3 clusters Score -1461657 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1461833.500000 Penalty: 3044.192383
	Iteration 11Q: 3 clusters Score -1461834 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1461944.750000 Penalty: 3044.192383
	Iteration 12Q: 3 clusters Score -1461945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1462011.750000 Penalty: 3044.192383
	Iteration 13Q: 3 clusters Score -1462012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1462050.375000 Penalty: 3044.192383
	Iteration 14Q: 3 clusters Score -1462050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1462070.375000 Penalty: 3044.192383
	Iteration 15Q: 3 clusters Score -1462070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1462086.500000 Penalty: 3044.192383
	Iteration 16Q: 3 clusters Score -1462086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1462105.250000 Penalty: 3044.192383
	Iteration 17Q: 3 clusters Score -1462105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1462117.875000 Penalty: 3044.192383
	Iteration 18Q: 3 clusters Score -1462118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1462132.125000 Penalty: 3044.192383
	Iteration 19Q: 3 clusters Score -1462132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1462136.000000 Penalty: 3044.192383
	Iteration 20F: 3 clusters Score -1462136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1462143.375000 Penalty: 3044.192383
	Iteration 21Q: 3 clusters Score -1462143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1462146.000000 Penalty: 3044.192383
	Iteration 22Q: 3 clusters Score -1462146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1462147.750000 Penalty: 3044.192383
	Iteration 23Q: 3 clusters Score -1462148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1462150.250000 Penalty: 3044.192383
	Iteration 24Q: 3 clusters Score -1462150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1462150.250000 Penalty: 3044.192383
	Iteration 25F: 3 clusters Score -1462150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Entering Unmasked Estep 
Score: -803431.437500 Penalty: 1429.257568
	Iteration 0F: 2 clusters Score -803431.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -798408.250000 Penalty: 2858.515137
	Iteration 0F: 3 clusters Score -798408.2 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -799884.812500 Penalty: 2858.515137
	Iteration 1F: 3 clusters Score -799884.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -800065.812500 Penalty: 2858.515137
	Iteration 2F: 3 clusters Score -800065.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -800193.687500 Penalty: 2858.515137
	Iteration 3Q: 3 clusters Score -800193.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -800280.937500 Penalty: 2858.515137
	Iteration 4Q: 3 clusters Score -800280.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -800347.500000 Penalty: 2858.515137
	Iteration 5Q: 3 clusters Score -800347.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -800405.375000 Penalty: 2858.515137
	Iteration 6Q: 3 clusters Score -800405.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -800462.562500 Penalty: 2858.515137
	Iteration 7Q: 3 clusters Score -800462.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -800517.250000 Penalty: 2858.515137
	Iteration 8Q: 3 clusters Score -800517.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -800585.687500 Penalty: 2858.515137
	Iteration 9Q: 3 clusters Score -800585.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -800670.437500 Penalty: 2858.515137
	Iteration 10Q: 3 clusters Score -800670.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -800746.187500 Penalty: 2858.515137
	Iteration 11Q: 3 clusters Score -800746.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -800821.875000 Penalty: 2858.515137
	Iteration 12Q: 3 clusters Score -800821.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -800916.625000 Penalty: 2858.515137
	Iteration 13Q: 3 clusters Score -800916.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -801038.062500 Penalty: 2858.515137
	Iteration 14Q: 3 clusters Score -801038.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -801183.437500 Penalty: 2858.515137
	Iteration 15Q: 3 clusters Score -801183.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -801336.500000 Penalty: 2858.515137
	Iteration 16Q: 3 clusters Score -801336.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -801496.562500 Penalty: 2858.515137
	Iteration 17Q: 3 clusters Score -801496.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -801659.562500 Penalty: 2858.515137
	Iteration 18Q: 3 clusters Score -801659.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -801789.750000 Penalty: 2858.515137
	Iteration 19Q: 3 clusters Score -801789.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -801892.312500 Penalty: 2858.515137
	Iteration 20F: 3 clusters Score -801892.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -801958.500000 Penalty: 2858.515137
	Iteration 21Q: 3 clusters Score -801958.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -802026.500000 Penalty: 2858.515137
	Iteration 22Q: 3 clusters Score -802026.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -802076.312500 Penalty: 2858.515137
	Iteration 23Q: 3 clusters Score -802076.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -802111.687500 Penalty: 2858.515137
	Iteration 24Q: 3 clusters Score -802111.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -802139.437500 Penalty: 2858.515137
	Iteration 25Q: 3 clusters Score -802139.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -802164.312500 Penalty: 2858.515137
	Iteration 26Q: 3 clusters Score -802164.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -802178.875000 Penalty: 2858.515137
	Iteration 27Q: 3 clusters Score -802178.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -802190.187500 Penalty: 2858.515137
	Iteration 28Q: 3 clusters Score -802190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -802198.250000 Penalty: 2858.515137
	Iteration 29Q: 3 clusters Score -802198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -802205.250000 Penalty: 2858.515137
	Iteration 30Q: 3 clusters Score -802205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -802211.250000 Penalty: 2858.515137
	Iteration 31Q: 3 clusters Score -802211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -802212.812500 Penalty: 2858.515137
	Iteration 32Q: 3 clusters Score -802212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -802213.625000 Penalty: 2858.515137
	Iteration 33Q: 3 clusters Score -802213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -802215.437500 Penalty: 2858.515137
	Iteration 34Q: 3 clusters Score -802215.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -802215.437500 Penalty: 2858.515137
	Iteration 35F: 3 clusters Score -802215.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -15137.180664 Penalty: 805.321899
	Iteration 0F: 2 clusters Score -15137.18 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 72 members 
Entering Unmasked Estep 
Score: -14535.342773 Penalty: 1610.643799
	Iteration 0F: 3 clusters Score -14535.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14577.009766 Penalty: 1610.643799
	Iteration 1F: 3 clusters Score -14577.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14588.786133 Penalty: 1610.643799
	Iteration 2Q: 3 clusters Score -14588.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14588.786133 Penalty: 1610.643799
	Iteration 3F: 3 clusters Score -14588.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -158272.312500 Penalty: 1172.953735
	Iteration 0F: 2 clusters Score -158272.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156618.328125 Penalty: 2345.907471
	Iteration 0F: 3 clusters Score -156618.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -156966.406250 Penalty: 2345.907471
	Iteration 1F: 3 clusters Score -156966.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -157057.140625 Penalty: 2345.907471
	Iteration 2F: 3 clusters Score -157057.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -157103.296875 Penalty: 2345.907471
	Iteration 3Q: 3 clusters Score -157103.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -157131.843750 Penalty: 2345.907471
	Iteration 4Q: 3 clusters Score -157131.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -157150.171875 Penalty: 2345.907471
	Iteration 5Q: 3 clusters Score -157150.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -157161.953125 Penalty: 2345.907471
	Iteration 6Q: 3 clusters Score -157162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -157169.359375 Penalty: 2345.907471
	Iteration 7Q: 3 clusters Score -157169.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -157180.718750 Penalty: 2345.907471
	Iteration 8Q: 3 clusters Score -157180.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -157194.421875 Penalty: 2345.907471
	Iteration 9Q: 3 clusters Score -157194.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -157206.187500 Penalty: 2345.907471
	Iteration 10Q: 3 clusters Score -157206.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -157215.062500 Penalty: 2345.907471
	Iteration 11Q: 3 clusters Score -157215.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -157220.234375 Penalty: 2345.907471
	Iteration 12Q: 3 clusters Score -157220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157224.375000 Penalty: 2345.907471
	Iteration 13Q: 3 clusters Score -157224.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -157231.109375 Penalty: 2345.907471
	Iteration 14Q: 3 clusters Score -157231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -157235.015625 Penalty: 2345.907471
	Iteration 15Q: 3 clusters Score -157235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -157239.453125 Penalty: 2345.907471
	Iteration 16Q: 3 clusters Score -157239.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -157242.984375 Penalty: 2345.907471
	Iteration 17Q: 3 clusters Score -157243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -157246.328125 Penalty: 2345.907471
	Iteration 18Q: 3 clusters Score -157246.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -157251.140625 Penalty: 2345.907471
	Iteration 19Q: 3 clusters Score -157251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -157255.015625 Penalty: 2345.907471
	Iteration 20F: 3 clusters Score -157255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -157260.125000 Penalty: 2345.907471
	Iteration 21Q: 3 clusters Score -157260.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -157265.625000 Penalty: 2345.907471
	Iteration 22Q: 3 clusters Score -157265.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157273.203125 Penalty: 2345.907471
	Iteration 23Q: 3 clusters Score -157273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -157277.953125 Penalty: 2345.907471
	Iteration 24Q: 3 clusters Score -157278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -157279.687500 Penalty: 2345.907471
	Iteration 25Q: 3 clusters Score -157279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -157280.500000 Penalty: 2345.907471
	Iteration 26Q: 3 clusters Score -157280.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -157281.281250 Penalty: 2345.907471
	Iteration 27Q: 3 clusters Score -157281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -157281.281250 Penalty: 2345.907471
	Iteration 28F: 3 clusters Score -157281.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -54184.636719 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -54184.64 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 164 members 
Entering Unmasked Estep 
Score: -53291.000000 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -53291 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53402.542969 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -53402.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53420.863281 Penalty: 1888.620850
	Iteration 2Q: 3 clusters Score -53420.86 nChanged 4
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: -53427.199219 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -53427.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53429.078125 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -53429.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53431.000000 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -53431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53432.386719 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -53432.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53432.386719 Penalty: 1888.620850
	Iteration 7F: 3 clusters Score -53432.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Entering Unmasked Estep 
Score: -5409191.500000 Penalty: 1738.999512
	Iteration 0F: 2 clusters Score -5409192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -5384939.500000 Penalty: 3477.999023
	Iteration 0F: 3 clusters Score -5384940 nChanged 20637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -5396843.000000 Penalty: 3477.999023
	Iteration 1F: 3 clusters Score -5396843 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -5397578.000000 Penalty: 3477.999023
	Iteration 2Q: 3 clusters Score -5397578 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5398374.000000 Penalty: 3477.999023
	Iteration 3Q: 3 clusters Score -5398374 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -5399156.000000 Penalty: 3477.999023
	Iteration 4Q: 3 clusters Score -5399156 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -5399875.000000 Penalty: 3477.999023
	Iteration 5Q: 3 clusters Score -5399875 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -5400488.500000 Penalty: 3477.999023
	Iteration 6Q: 3 clusters Score -5400488 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -5401003.000000 Penalty: 3477.999023
	Iteration 7Q: 3 clusters Score -5401003 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -5401467.500000 Penalty: 3477.999023
	Iteration 8Q: 3 clusters Score -5401468 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -5401848.000000 Penalty: 3477.999023
	Iteration 9Q: 3 clusters Score -5401848 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -5402243.500000 Penalty: 3477.999023
	Iteration 10Q: 3 clusters Score -5402244 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -5402724.500000 Penalty: 3477.999023
	Iteration 11Q: 3 clusters Score -5402724 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -5403393.500000 Penalty: 3477.999023
	Iteration 12Q: 3 clusters Score -5403394 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -5404288.500000 Penalty: 3477.999023
	Iteration 13Q: 3 clusters Score -5404288 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -5405237.500000 Penalty: 3477.999023
	Iteration 14Q: 3 clusters Score -5405238 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -5406082.000000 Penalty: 3477.999023
	Iteration 15Q: 3 clusters Score -5406082 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -5406518.000000 Penalty: 3477.999023
	Iteration 16Q: 3 clusters Score -5406518 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -5406745.000000 Penalty: 3477.999023
	Iteration 17Q: 3 clusters Score -5406745 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -5406841.000000 Penalty: 3477.999023
	Iteration 18Q: 3 clusters Score -5406841 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -5406969.000000 Penalty: 3477.999023
	Iteration 19Q: 3 clusters Score -5406969 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -5407097.500000 Penalty: 3477.999023
	Iteration 20F: 3 clusters Score -5407098 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -5407208.500000 Penalty: 3477.999023
	Iteration 21Q: 3 clusters Score -5407208 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -5407343.500000 Penalty: 3477.999023
	Iteration 22Q: 3 clusters Score -5407344 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -5407538.500000 Penalty: 3477.999023
	Iteration 23Q: 3 clusters Score -5407538 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -5407697.500000 Penalty: 3477.999023
	Iteration 24Q: 3 clusters Score -5407698 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -5407811.000000 Penalty: 3477.999023
	Iteration 25Q: 3 clusters Score -5407811 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5407791.500000 Penalty: 3477.999023
	Iteration 26Q: 3 clusters Score -5407792 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -5407803.500000 Penalty: 3477.999023
	Iteration 27Q: 3 clusters Score -5407804 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5407831.500000 Penalty: 3477.999023
	Iteration 28Q: 3 clusters Score -5407832 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -5407872.000000 Penalty: 3477.999023
	Iteration 29Q: 3 clusters Score -5407872 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -5407904.000000 Penalty: 3477.999023
	Iteration 30Q: 3 clusters Score -5407904 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -5407935.000000 Penalty: 3477.999023
	Iteration 31Q: 3 clusters Score -5407935 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -5407923.500000 Penalty: 3477.999023
	Iteration 32Q: 3 clusters Score -5407924 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -5407908.000000 Penalty: 3477.999023
	Iteration 33Q: 3 clusters Score -5407908 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -5407914.500000 Penalty: 3477.999023
	Iteration 34Q: 3 clusters Score -5407914 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -5407908.000000 Penalty: 3477.999023
	Iteration 35Q: 3 clusters Score -5407908 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -5407874.500000 Penalty: 3477.999023
	Iteration 36Q: 3 clusters Score -5407874 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -5407843.500000 Penalty: 3477.999023
	Iteration 37Q: 3 clusters Score -5407844 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -5407820.500000 Penalty: 3477.999023
	Iteration 38Q: 3 clusters Score -5407820 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -5407829.000000 Penalty: 3477.999023
	Iteration 39Q: 3 clusters Score -5407829 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5407806.000000 Penalty: 3477.999023
	Iteration 40F: 3 clusters Score -5407806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5407810.500000 Penalty: 3477.999023
	Iteration 41Q: 3 clusters Score -5407810 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -5407809.500000 Penalty: 3477.999023
	Iteration 42Q: 3 clusters Score -5407810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -5407827.000000 Penalty: 3477.999023
	Iteration 43Q: 3 clusters Score -5407827 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -5407841.000000 Penalty: 3477.999023
	Iteration 44Q: 3 clusters Score -5407841 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -5407850.000000 Penalty: 3477.999023
	Iteration 45Q: 3 clusters Score -5407850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -5407816.500000 Penalty: 3477.999023
	Iteration 46Q: 3 clusters Score -5407816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -5407801.000000 Penalty: 3477.999023
	Iteration 47Q: 3 clusters Score -5407801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -5407809.500000 Penalty: 3477.999023
	Iteration 48Q: 3 clusters Score -5407810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -5407808.500000 Penalty: 3477.999023
	Iteration 49Q: 3 clusters Score -5407808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5407804.000000 Penalty: 3477.999023
	Iteration 50Q: 3 clusters Score -5407804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5407799.500000 Penalty: 3477.999023
	Iteration 51Q: 3 clusters Score -5407800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -5407802.000000 Penalty: 3477.999023
	Iteration 52Q: 3 clusters Score -5407802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -5407803.000000 Penalty: 3477.999023
	Iteration 53Q: 3 clusters Score -5407803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5407785.500000 Penalty: 3477.999023
	Iteration 54Q: 3 clusters Score -5407786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -5407782.500000 Penalty: 3477.999023
	Iteration 55Q: 3 clusters Score -5407782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -5407784.000000 Penalty: 3477.999023
	Iteration 56Q: 3 clusters Score -5407784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -5407780.500000 Penalty: 3477.999023
	Iteration 57Q: 3 clusters Score -5407780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -5407780.000000 Penalty: 3477.999023
	Iteration 58Q: 3 clusters Score -5407780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -5407773.000000 Penalty: 3477.999023
	Iteration 59Q: 3 clusters Score -5407773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -5407778.000000 Penalty: 3477.999023
	Iteration 60F: 3 clusters Score -5407778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5407777.000000 Penalty: 3477.999023
	Iteration 61Q: 3 clusters Score -5407777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5407768.000000 Penalty: 3477.999023
	Iteration 62Q: 3 clusters Score -5407768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5407768.000000 Penalty: 3477.999023
	Iteration 63F: 3 clusters Score -5407768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Entering Unmasked Estep 
Score: -3054688.500000 Penalty: 1640.822144
	Iteration 0F: 2 clusters Score -3054688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3038535.000000 Penalty: 3281.644287
	Iteration 0F: 3 clusters Score -3038535 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3044465.750000 Penalty: 3281.644287
	Iteration 1F: 3 clusters Score -3044466 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3044770.750000 Penalty: 3281.644287
	Iteration 2Q: 3 clusters Score -3044771 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3045039.000000 Penalty: 3281.644287
	Iteration 3Q: 3 clusters Score -3045039 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3045322.500000 Penalty: 3281.644287
	Iteration 4Q: 3 clusters Score -3045322 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3045706.250000 Penalty: 3281.644287
	Iteration 5Q: 3 clusters Score -3045706 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3046186.250000 Penalty: 3281.644287
	Iteration 6Q: 3 clusters Score -3046186 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3046860.250000 Penalty: 3281.644287
	Iteration 7F: 3 clusters Score -3046860 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3047824.750000 Penalty: 3281.644287
	Iteration 8F: 3 clusters Score -3047825 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3049133.250000 Penalty: 3281.644287
	Iteration 9F: 3 clusters Score -3049133 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3050694.750000 Penalty: 3281.644287
	Iteration 10F: 3 clusters Score -3050695 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3051924.000000 Penalty: 3281.644287
	Iteration 11Q: 3 clusters Score -3051924 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3052680.750000 Penalty: 3281.644287
	Iteration 12Q: 3 clusters Score -3052681 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3053047.250000 Penalty: 3281.644287
	Iteration 13Q: 3 clusters Score -3053047 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3053185.000000 Penalty: 3281.644287
	Iteration 14Q: 3 clusters Score -3053185 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3053250.250000 Penalty: 3281.644287
	Iteration 15Q: 3 clusters Score -3053250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3053289.500000 Penalty: 3281.644287
	Iteration 16Q: 3 clusters Score -3053290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3053306.250000 Penalty: 3281.644287
	Iteration 17Q: 3 clusters Score -3053306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3053316.250000 Penalty: 3281.644287
	Iteration 18Q: 3 clusters Score -3053316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3053320.250000 Penalty: 3281.644287
	Iteration 19Q: 3 clusters Score -3053320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3053329.500000 Penalty: 3281.644287
	Iteration 20F: 3 clusters Score -3053330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3053333.000000 Penalty: 3281.644287
	Iteration 21Q: 3 clusters Score -3053333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3053337.500000 Penalty: 3281.644287
	Iteration 22Q: 3 clusters Score -3053338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3053335.750000 Penalty: 3281.644287
	Iteration 23Q: 3 clusters Score -3053336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3053335.750000 Penalty: 3281.644287
	Iteration 24F: 3 clusters Score -3053336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -43443.523438 Penalty: 984.227417
	Iteration 0F: 2 clusters Score -43443.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42541.269531 Penalty: 1968.454834
	Iteration 0F: 3 clusters Score -42541.27 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42724.867188 Penalty: 1968.454834
	Iteration 1F: 3 clusters Score -42724.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42765.632812 Penalty: 1968.454834
	Iteration 2F: 3 clusters Score -42765.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42785.121094 Penalty: 1968.454834
	Iteration 3Q: 3 clusters Score -42785.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42799.917969 Penalty: 1968.454834
	Iteration 4Q: 3 clusters Score -42799.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42808.613281 Penalty: 1968.454834
	Iteration 5Q: 3 clusters Score -42808.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42815.683594 Penalty: 1968.454834
	Iteration 6Q: 3 clusters Score -42815.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42816.933594 Penalty: 1968.454834
	Iteration 7Q: 3 clusters Score -42816.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42817.636719 Penalty: 1968.454834
	Iteration 8Q: 3 clusters Score -42817.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42817.863281 Penalty: 1968.454834
	Iteration 9Q: 3 clusters Score -42817.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42819.281250 Penalty: 1968.454834
	Iteration 10Q: 3 clusters Score -42819.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42820.101562 Penalty: 1968.454834
	Iteration 11Q: 3 clusters Score -42820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42820.101562 Penalty: 1968.454834
	Iteration 12F: 3 clusters Score -42820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7028 members 
Mstep: Class 5 contains 40174 members 
Mstep: Class 8 contains 24066 members 
Mstep: Class 9 contains 28468 members 
Mstep: Class 11 contains 30659 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 14 contains 6604 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44424 members 
Mstep: Class 20 contains 24279 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441006.000000 Penalty: 25983.595703
Iteration 119Q: 14 clusters Score -2.644101e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7030 members 
Mstep: Class 5 contains 40178 members 
Mstep: Class 8 contains 24055 members 
Mstep: Class 9 contains 28480 members 
Mstep: Class 11 contains 30661 members 
Mstep: Class 12 contains 11686 members 
Mstep: Class 14 contains 6608 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44414 members 
Mstep: Class 20 contains 24283 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440998.000000 Penalty: 25983.595703
Iteration 120F: 14 clusters Score -2.6441e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 5 contains 40191 members 
Mstep: Class 8 contains 24053 members 
Mstep: Class 9 contains 28485 members 
Mstep: Class 11 contains 30649 members 
Mstep: Class 12 contains 11672 members 
Mstep: Class 14 contains 6611 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44413 members 
Mstep: Class 20 contains 24289 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441038.000000 Penalty: 25983.595703
Iteration 121Q: 14 clusters Score -2.644104e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7038 members 
Mstep: Class 5 contains 40200 members 
Mstep: Class 8 contains 24063 members 
Mstep: Class 9 contains 28485 members 
Mstep: Class 11 contains 30640 members 
Mstep: Class 12 contains 11660 members 
Mstep: Class 14 contains 6612 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44398 members 
Mstep: Class 20 contains 24298 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441080.000000 Penalty: 25983.595703
Iteration 122Q: 14 clusters Score -2.644108e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7039 members 
Mstep: Class 5 contains 40195 members 
Mstep: Class 8 contains 24075 members 
Mstep: Class 9 contains 28492 members 
Mstep: Class 11 contains 30640 members 
Mstep: Class 12 contains 11647 members 
Mstep: Class 14 contains 6615 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44393 members 
Mstep: Class 20 contains 24298 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441136.000000 Penalty: 25983.595703
Iteration 123Q: 14 clusters Score -2.644114e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7039 members 
Mstep: Class 5 contains 40191 members 
Mstep: Class 8 contains 24085 members 
Mstep: Class 9 contains 28493 members 
Mstep: Class 11 contains 30637 members 
Mstep: Class 12 contains 11634 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44393 members 
Mstep: Class 20 contains 24299 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441104.000000 Penalty: 25983.595703
Iteration 124Q: 14 clusters Score -2.64411e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7040 members 
Mstep: Class 5 contains 40191 members 
Mstep: Class 8 contains 24097 members 
Mstep: Class 9 contains 28497 members 
Mstep: Class 11 contains 30633 members 
Mstep: Class 12 contains 11623 members 
Mstep: Class 14 contains 6628 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 20 contains 24303 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441124.000000 Penalty: 25983.595703
Iteration 125Q: 14 clusters Score -2.644112e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 5 contains 40191 members 
Mstep: Class 8 contains 24098 members 
Mstep: Class 9 contains 28497 members 
Mstep: Class 11 contains 30631 members 
Mstep: Class 12 contains 11610 members 
Mstep: Class 14 contains 6631 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44379 members 
Mstep: Class 20 contains 24308 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441060.000000 Penalty: 25983.595703
Iteration 126Q: 14 clusters Score -2.644106e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7049 members 
Mstep: Class 5 contains 40185 members 
Mstep: Class 8 contains 24106 members 
Mstep: Class 9 contains 28495 members 
Mstep: Class 11 contains 30631 members 
Mstep: Class 12 contains 11602 members 
Mstep: Class 14 contains 6636 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44388 members 
Mstep: Class 20 contains 24301 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441098.000000 Penalty: 25983.595703
Iteration 127Q: 14 clusters Score -2.64411e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 5 contains 40183 members 
Mstep: Class 8 contains 24116 members 
Mstep: Class 9 contains 28485 members 
Mstep: Class 11 contains 30629 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 14 contains 6641 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44397 members 
Mstep: Class 20 contains 24297 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441068.000000 Penalty: 25983.595703
Iteration 128Q: 14 clusters Score -2.644107e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 5 contains 40181 members 
Mstep: Class 8 contains 24122 members 
Mstep: Class 9 contains 28488 members 
Mstep: Class 11 contains 30628 members 
Mstep: Class 12 contains 11583 members 
Mstep: Class 14 contains 6641 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44402 members 
Mstep: Class 20 contains 24293 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441072.000000 Penalty: 25983.595703
Iteration 129Q: 14 clusters Score -2.644107e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 5 contains 40181 members 
Mstep: Class 8 contains 24126 members 
Mstep: Class 9 contains 28491 members 
Mstep: Class 11 contains 30626 members 
Mstep: Class 12 contains 11573 members 
Mstep: Class 14 contains 6642 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44409 members 
Mstep: Class 20 contains 24289 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441060.000000 Penalty: 25983.595703
Iteration 130Q: 14 clusters Score -2.644106e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7058 members 
Mstep: Class 5 contains 40185 members 
Mstep: Class 8 contains 24124 members 
Mstep: Class 9 contains 28485 members 
Mstep: Class 11 contains 30626 members 
Mstep: Class 12 contains 11570 members 
Mstep: Class 14 contains 6644 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44411 members 
Mstep: Class 20 contains 24290 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441032.000000 Penalty: 25983.595703
Iteration 131Q: 14 clusters Score -2.644103e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 5 contains 40179 members 
Mstep: Class 8 contains 24126 members 
Mstep: Class 9 contains 28485 members 
Mstep: Class 11 contains 30627 members 
Mstep: Class 12 contains 11564 members 
Mstep: Class 14 contains 6645 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44413 members 
Mstep: Class 20 contains 24294 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441030.000000 Penalty: 25983.595703
Iteration 132Q: 14 clusters Score -2.644103e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 5 contains 40170 members 
Mstep: Class 8 contains 24131 members 
Mstep: Class 9 contains 28487 members 
Mstep: Class 11 contains 30629 members 
Mstep: Class 12 contains 11566 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44407 members 
Mstep: Class 20 contains 24294 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441044.000000 Penalty: 25983.595703
Iteration 133Q: 14 clusters Score -2.644104e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 5 contains 40167 members 
Mstep: Class 8 contains 24130 members 
Mstep: Class 9 contains 28483 members 
Mstep: Class 11 contains 30635 members 
Mstep: Class 12 contains 11565 members 
Mstep: Class 14 contains 6654 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44406 members 
Mstep: Class 20 contains 24292 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441036.000000 Penalty: 25983.595703
Iteration 134Q: 14 clusters Score -2.644104e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7065 members 
Mstep: Class 5 contains 40161 members 
Mstep: Class 8 contains 24140 members 
Mstep: Class 9 contains 28483 members 
Mstep: Class 11 contains 30638 members 
Mstep: Class 12 contains 11559 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44404 members 
Mstep: Class 20 contains 24288 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441074.000000 Penalty: 25983.595703
Iteration 135Q: 14 clusters Score -2.644107e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7067 members 
Mstep: Class 5 contains 40157 members 
Mstep: Class 8 contains 24144 members 
Mstep: Class 9 contains 28485 members 
Mstep: Class 11 contains 30640 members 
Mstep: Class 12 contains 11557 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44401 members 
Mstep: Class 20 contains 24287 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441042.000000 Penalty: 25983.595703
Iteration 136Q: 14 clusters Score -2.644104e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7068 members 
Mstep: Class 5 contains 40152 members 
Mstep: Class 8 contains 24151 members 
Mstep: Class 9 contains 28489 members 
Mstep: Class 11 contains 30642 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 14 contains 6654 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44401 members 
Mstep: Class 20 contains 24280 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441052.000000 Penalty: 25983.595703
Iteration 137Q: 14 clusters Score -2.644105e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7069 members 
Mstep: Class 5 contains 40153 members 
Mstep: Class 8 contains 24158 members 
Mstep: Class 9 contains 28490 members 
Mstep: Class 11 contains 30640 members 
Mstep: Class 12 contains 11551 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44398 members 
Mstep: Class 20 contains 24279 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441076.000000 Penalty: 25983.595703
Iteration 138Q: 14 clusters Score -2.644108e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7070 members 
Mstep: Class 5 contains 40145 members 
Mstep: Class 8 contains 24164 members 
Mstep: Class 9 contains 28491 members 
Mstep: Class 11 contains 30641 members 
Mstep: Class 12 contains 11547 members 
Mstep: Class 14 contains 6657 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44399 members 
Mstep: Class 20 contains 24279 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441088.000000 Penalty: 25983.595703
Iteration 139Q: 14 clusters Score -2.644109e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7072 members 
Mstep: Class 5 contains 40140 members 
Mstep: Class 8 contains 24170 members 
Mstep: Class 9 contains 28490 members 
Mstep: Class 11 contains 30641 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44403 members 
Mstep: Class 20 contains 24279 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441094.000000 Penalty: 25983.595703
Iteration 140F: 14 clusters Score -2.644109e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7072 members 
Mstep: Class 5 contains 40140 members 
Mstep: Class 8 contains 24171 members 
Mstep: Class 9 contains 28489 members 
Mstep: Class 11 contains 30640 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 20 contains 24285 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441102.000000 Penalty: 25983.595703
Iteration 141Q: 14 clusters Score -2.64411e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7072 members 
Mstep: Class 5 contains 40140 members 
Mstep: Class 8 contains 24173 members 
Mstep: Class 9 contains 28489 members 
Mstep: Class 11 contains 30640 members 
Mstep: Class 12 contains 11515 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44411 members 
Mstep: Class 20 contains 24292 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441086.000000 Penalty: 25983.595703
Iteration 142Q: 14 clusters Score -2.644109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 5 contains 40146 members 
Mstep: Class 8 contains 24178 members 
Mstep: Class 9 contains 28486 members 
Mstep: Class 11 contains 30639 members 
Mstep: Class 12 contains 11513 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44404 members 
Mstep: Class 20 contains 24295 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441086.000000 Penalty: 25983.595703
Iteration 143Q: 14 clusters Score -2.644109e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 5 contains 40144 members 
Mstep: Class 8 contains 24182 members 
Mstep: Class 9 contains 28484 members 
Mstep: Class 11 contains 30638 members 
Mstep: Class 12 contains 11512 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44402 members 
Mstep: Class 20 contains 24299 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441076.000000 Penalty: 25983.595703
Iteration 144Q: 14 clusters Score -2.644108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 5 contains 40145 members 
Mstep: Class 8 contains 24189 members 
Mstep: Class 9 contains 28483 members 
Mstep: Class 11 contains 30631 members 
Mstep: Class 12 contains 11510 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44400 members 
Mstep: Class 20 contains 24303 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441054.000000 Penalty: 25983.595703
Iteration 145Q: 14 clusters Score -2.644105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 5 contains 40146 members 
Mstep: Class 8 contains 24188 members 
Mstep: Class 9 contains 28484 members 
Mstep: Class 11 contains 30628 members 
Mstep: Class 12 contains 11504 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44407 members 
Mstep: Class 20 contains 24304 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441062.000000 Penalty: 25983.595703
Iteration 146Q: 14 clusters Score -2.644106e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 5 contains 40146 members 
Mstep: Class 8 contains 24189 members 
Mstep: Class 9 contains 28482 members 
Mstep: Class 11 contains 30624 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44407 members 
Mstep: Class 20 contains 24305 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441070.000000 Penalty: 25983.595703
Iteration 147Q: 14 clusters Score -2.644107e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 5 contains 40150 members 
Mstep: Class 8 contains 24180 members 
Mstep: Class 9 contains 28479 members 
Mstep: Class 11 contains 30621 members 
Mstep: Class 12 contains 11515 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 20 contains 24308 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441038.000000 Penalty: 25983.595703
Iteration 148Q: 14 clusters Score -2.644104e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 5 contains 40150 members 
Mstep: Class 8 contains 24177 members 
Mstep: Class 9 contains 28480 members 
Mstep: Class 11 contains 30619 members 
Mstep: Class 12 contains 11517 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44410 members 
Mstep: Class 20 contains 24308 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441044.000000 Penalty: 25983.595703
Iteration 149Q: 14 clusters Score -2.644104e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7070 members 
Mstep: Class 5 contains 40147 members 
Mstep: Class 8 contains 24171 members 
Mstep: Class 9 contains 28474 members 
Mstep: Class 11 contains 30620 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44422 members 
Mstep: Class 20 contains 24309 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441036.000000 Penalty: 25983.595703
Iteration 150Q: 14 clusters Score -2.644104e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7070 members 
Mstep: Class 5 contains 40153 members 
Mstep: Class 8 contains 24170 members 
Mstep: Class 9 contains 28469 members 
Mstep: Class 11 contains 30619 members 
Mstep: Class 12 contains 11520 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44418 members 
Mstep: Class 20 contains 24313 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441040.000000 Penalty: 25983.595703
Iteration 151Q: 14 clusters Score -2.644104e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 5 contains 40155 members 
Mstep: Class 8 contains 24173 members 
Mstep: Class 9 contains 28466 members 
Mstep: Class 11 contains 30618 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44410 members 
Mstep: Class 20 contains 24320 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441062.000000 Penalty: 25983.595703
Iteration 152Q: 14 clusters Score -2.644106e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 5 contains 40153 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 28469 members 
Mstep: Class 11 contains 30618 members 
Mstep: Class 12 contains 11518 members 
Mstep: Class 14 contains 6662 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44402 members 
Mstep: Class 20 contains 24324 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441086.000000 Penalty: 25983.595703
Iteration 153Q: 14 clusters Score -2.644109e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7072 members 
Mstep: Class 5 contains 40149 members 
Mstep: Class 8 contains 24179 members 
Mstep: Class 9 contains 28472 members 
Mstep: Class 11 contains 30617 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 14 contains 6662 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44394 members 
Mstep: Class 20 contains 24329 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441116.000000 Penalty: 25983.595703
Iteration 154Q: 14 clusters Score -2.644112e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7073 members 
Mstep: Class 5 contains 40151 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 28473 members 
Mstep: Class 11 contains 30620 members 
Mstep: Class 12 contains 11520 members 
Mstep: Class 14 contains 6662 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44389 members 
Mstep: Class 20 contains 24329 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441092.000000 Penalty: 25983.595703
Iteration 155Q: 14 clusters Score -2.644109e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 5 contains 40152 members 
Mstep: Class 8 contains 24175 members 
Mstep: Class 9 contains 28475 members 
Mstep: Class 11 contains 30621 members 
Mstep: Class 12 contains 11518 members 
Mstep: Class 14 contains 6663 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44385 members 
Mstep: Class 20 contains 24330 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441102.000000 Penalty: 25983.595703
Iteration 156Q: 14 clusters Score -2.64411e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 5 contains 40157 members 
Mstep: Class 8 contains 24175 members 
Mstep: Class 9 contains 28475 members 
Mstep: Class 11 contains 30619 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 14 contains 6664 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44379 members 
Mstep: Class 20 contains 24331 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441084.000000 Penalty: 25983.595703
Iteration 157Q: 14 clusters Score -2.644108e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 5 contains 40155 members 
Mstep: Class 8 contains 24173 members 
Mstep: Class 9 contains 28482 members 
Mstep: Class 11 contains 30621 members 
Mstep: Class 12 contains 11518 members 
Mstep: Class 14 contains 6665 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44375 members 
Mstep: Class 20 contains 24330 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441112.000000 Penalty: 25983.595703
Iteration 158Q: 14 clusters Score -2.644111e+07 nChanged 46
Entering ConstructFrom: 
Score: -26441112.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 2 (7075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Entering Unmasked Estep 
Score: -822661.812500 Penalty: 1440.452393
	Iteration 0F: 2 clusters Score -822661.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -817323.187500 Penalty: 2880.904785
	Iteration 0F: 3 clusters Score -817323.2 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -819012.562500 Penalty: 2880.904785
	Iteration 1F: 3 clusters Score -819012.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -819334.187500 Penalty: 2880.904785
	Iteration 2F: 3 clusters Score -819334.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -819622.500000 Penalty: 2880.904785
	Iteration 3F: 3 clusters Score -819622.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -819884.250000 Penalty: 2880.904785
	Iteration 4F: 3 clusters Score -819884.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -820132.187500 Penalty: 2880.904785
	Iteration 5F: 3 clusters Score -820132.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -820396.500000 Penalty: 2880.904785
	Iteration 6F: 3 clusters Score -820396.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -820669.000000 Penalty: 2880.904785
	Iteration 7Q: 3 clusters Score -820669 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -820969.812500 Penalty: 2880.904785
	Iteration 8Q: 3 clusters Score -820969.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -821227.937500 Penalty: 2880.904785
	Iteration 9Q: 3 clusters Score -821227.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -821438.562500 Penalty: 2880.904785
	Iteration 10Q: 3 clusters Score -821438.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -821627.250000 Penalty: 2880.904785
	Iteration 11Q: 3 clusters Score -821627.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -821751.000000 Penalty: 2880.904785
	Iteration 12Q: 3 clusters Score -821751 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -821840.437500 Penalty: 2880.904785
	Iteration 13Q: 3 clusters Score -821840.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -821921.375000 Penalty: 2880.904785
	Iteration 14Q: 3 clusters Score -821921.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -821966.437500 Penalty: 2880.904785
	Iteration 15Q: 3 clusters Score -821966.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -821998.187500 Penalty: 2880.904785
	Iteration 16Q: 3 clusters Score -821998.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -822024.937500 Penalty: 2880.904785
	Iteration 17Q: 3 clusters Score -822024.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -822043.437500 Penalty: 2880.904785
	Iteration 18Q: 3 clusters Score -822043.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -822060.625000 Penalty: 2880.904785
	Iteration 19Q: 3 clusters Score -822060.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -822099.687500 Penalty: 2880.904785
	Iteration 20F: 3 clusters Score -822099.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -822113.312500 Penalty: 2880.904785
	Iteration 21Q: 3 clusters Score -822113.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -822117.375000 Penalty: 2880.904785
	Iteration 22Q: 3 clusters Score -822117.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -822119.937500 Penalty: 2880.904785
	Iteration 23Q: 3 clusters Score -822119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -822121.187500 Penalty: 2880.904785
	Iteration 24Q: 3 clusters Score -822121.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -822123.937500 Penalty: 2880.904785
	Iteration 25Q: 3 clusters Score -822123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -822123.750000 Penalty: 2880.904785
	Iteration 26Q: 3 clusters Score -822123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -822124.125000 Penalty: 2880.904785
	Iteration 27Q: 3 clusters Score -822124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -822124.625000 Penalty: 2880.904785
	Iteration 28Q: 3 clusters Score -822124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -822124.625000 Penalty: 2880.904785
	Iteration 29F: 3 clusters Score -822124.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Entering Unmasked Estep 
Score: -4848598.500000 Penalty: 1722.569458
	Iteration 0F: 2 clusters Score -4848598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4824029.000000 Penalty: 3445.138916
	Iteration 0F: 3 clusters Score -4824029 nChanged 18748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -4834852.500000 Penalty: 3445.138916
	Iteration 1F: 3 clusters Score -4834852 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4835751.000000 Penalty: 3445.138916
	Iteration 2F: 3 clusters Score -4835751 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4836864.000000 Penalty: 3445.138916
	Iteration 3F: 3 clusters Score -4836864 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4838201.000000 Penalty: 3445.138916
	Iteration 4F: 3 clusters Score -4838201 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -4839724.000000 Penalty: 3445.138916
	Iteration 5F: 3 clusters Score -4839724 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -4841238.500000 Penalty: 3445.138916
	Iteration 6F: 3 clusters Score -4841238 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -4842587.000000 Penalty: 3445.138916
	Iteration 7F: 3 clusters Score -4842587 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -4843851.500000 Penalty: 3445.138916
	Iteration 8Q: 3 clusters Score -4843852 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -4844767.500000 Penalty: 3445.138916
	Iteration 9Q: 3 clusters Score -4844768 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -4845294.500000 Penalty: 3445.138916
	Iteration 10Q: 3 clusters Score -4845294 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -4845618.500000 Penalty: 3445.138916
	Iteration 11Q: 3 clusters Score -4845618 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -4845780.000000 Penalty: 3445.138916
	Iteration 12Q: 3 clusters Score -4845780 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -4845896.000000 Penalty: 3445.138916
	Iteration 13Q: 3 clusters Score -4845896 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -4846045.000000 Penalty: 3445.138916
	Iteration 14Q: 3 clusters Score -4846045 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -4846154.500000 Penalty: 3445.138916
	Iteration 15Q: 3 clusters Score -4846154 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4846293.000000 Penalty: 3445.138916
	Iteration 16Q: 3 clusters Score -4846293 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -4846437.500000 Penalty: 3445.138916
	Iteration 17Q: 3 clusters Score -4846438 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4846578.000000 Penalty: 3445.138916
	Iteration 18Q: 3 clusters Score -4846578 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4846689.000000 Penalty: 3445.138916
	Iteration 19Q: 3 clusters Score -4846689 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -4846833.500000 Penalty: 3445.138916
	Iteration 20F: 3 clusters Score -4846834 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -4846945.000000 Penalty: 3445.138916
	Iteration 21Q: 3 clusters Score -4846945 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4847059.500000 Penalty: 3445.138916
	Iteration 22Q: 3 clusters Score -4847060 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4847198.500000 Penalty: 3445.138916
	Iteration 23Q: 3 clusters Score -4847198 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4847299.000000 Penalty: 3445.138916
	Iteration 24Q: 3 clusters Score -4847299 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4847371.500000 Penalty: 3445.138916
	Iteration 25Q: 3 clusters Score -4847372 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4847433.500000 Penalty: 3445.138916
	Iteration 26Q: 3 clusters Score -4847434 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4847548.000000 Penalty: 3445.138916
	Iteration 27Q: 3 clusters Score -4847548 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4847612.500000 Penalty: 3445.138916
	Iteration 28Q: 3 clusters Score -4847612 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4847695.500000 Penalty: 3445.138916
	Iteration 29Q: 3 clusters Score -4847696 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4847785.000000 Penalty: 3445.138916
	Iteration 30Q: 3 clusters Score -4847785 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4847854.000000 Penalty: 3445.138916
	Iteration 31Q: 3 clusters Score -4847854 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4847923.500000 Penalty: 3445.138916
	Iteration 32Q: 3 clusters Score -4847924 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4847997.500000 Penalty: 3445.138916
	Iteration 33Q: 3 clusters Score -4847998 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4848077.500000 Penalty: 3445.138916
	Iteration 34Q: 3 clusters Score -4848078 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4848181.000000 Penalty: 3445.138916
	Iteration 35Q: 3 clusters Score -4848181 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4848284.500000 Penalty: 3445.138916
	Iteration 36Q: 3 clusters Score -4848284 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4848360.500000 Penalty: 3445.138916
	Iteration 37Q: 3 clusters Score -4848360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4848429.500000 Penalty: 3445.138916
	Iteration 38Q: 3 clusters Score -4848430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4848449.000000 Penalty: 3445.138916
	Iteration 39Q: 3 clusters Score -4848449 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4848471.000000 Penalty: 3445.138916
	Iteration 40F: 3 clusters Score -4848471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4848488.500000 Penalty: 3445.138916
	Iteration 41Q: 3 clusters Score -4848488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4848483.500000 Penalty: 3445.138916
	Iteration 42Q: 3 clusters Score -4848484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4848482.500000 Penalty: 3445.138916
	Iteration 43Q: 3 clusters Score -4848482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4848482.000000 Penalty: 3445.138916
	Iteration 44Q: 3 clusters Score -4848482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4848482.500000 Penalty: 3445.138916
	Iteration 45Q: 3 clusters Score -4848482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4848493.500000 Penalty: 3445.138916
	Iteration 46Q: 3 clusters Score -4848494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4848486.500000 Penalty: 3445.138916
	Iteration 47Q: 3 clusters Score -4848486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4848482.500000 Penalty: 3445.138916
	Iteration 48Q: 3 clusters Score -4848482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4848500.000000 Penalty: 3445.138916
	Iteration 49Q: 3 clusters Score -4848500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4848498.500000 Penalty: 3445.138916
	Iteration 50Q: 3 clusters Score -4848498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4848501.500000 Penalty: 3445.138916
	Iteration 51Q: 3 clusters Score -4848502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4848500.000000 Penalty: 3445.138916
	Iteration 52Q: 3 clusters Score -4848500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4848503.000000 Penalty: 3445.138916
	Iteration 53Q: 3 clusters Score -4848503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4848501.000000 Penalty: 3445.138916
	Iteration 54Q: 3 clusters Score -4848501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4848505.500000 Penalty: 3445.138916
	Iteration 55Q: 3 clusters Score -4848506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4848509.000000 Penalty: 3445.138916
	Iteration 56Q: 3 clusters Score -4848509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4848514.500000 Penalty: 3445.138916
	Iteration 57Q: 3 clusters Score -4848514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4848512.000000 Penalty: 3445.138916
	Iteration 58Q: 3 clusters Score -4848512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4848512.000000 Penalty: 3445.138916
	Iteration 59F: 3 clusters Score -4848512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Entering Unmasked Estep 
Score: -3026935.250000 Penalty: 1640.091064
	Iteration 0F: 2 clusters Score -3026935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3010949.250000 Penalty: 3280.182129
	Iteration 0F: 3 clusters Score -3010949 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3017049.000000 Penalty: 3280.182129
	Iteration 1F: 3 clusters Score -3017049 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3017405.250000 Penalty: 3280.182129
	Iteration 2Q: 3 clusters Score -3017405 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3017708.500000 Penalty: 3280.182129
	Iteration 3Q: 3 clusters Score -3017708 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3017985.000000 Penalty: 3280.182129
	Iteration 4Q: 3 clusters Score -3017985 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3018231.750000 Penalty: 3280.182129
	Iteration 5Q: 3 clusters Score -3018232 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3018472.000000 Penalty: 3280.182129
	Iteration 6Q: 3 clusters Score -3018472 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3018725.250000 Penalty: 3280.182129
	Iteration 7Q: 3 clusters Score -3018725 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3019127.000000 Penalty: 3280.182129
	Iteration 8Q: 3 clusters Score -3019127 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3019649.000000 Penalty: 3280.182129
	Iteration 9Q: 3 clusters Score -3019649 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3020327.750000 Penalty: 3280.182129
	Iteration 10F: 3 clusters Score -3020328 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3021102.250000 Penalty: 3280.182129
	Iteration 11F: 3 clusters Score -3021102 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3021622.000000 Penalty: 3280.182129
	Iteration 12Q: 3 clusters Score -3021622 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3021898.000000 Penalty: 3280.182129
	Iteration 13Q: 3 clusters Score -3021898 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3022025.250000 Penalty: 3280.182129
	Iteration 14Q: 3 clusters Score -3022025 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3022078.000000 Penalty: 3280.182129
	Iteration 15Q: 3 clusters Score -3022078 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3022137.250000 Penalty: 3280.182129
	Iteration 16Q: 3 clusters Score -3022137 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3022186.250000 Penalty: 3280.182129
	Iteration 17Q: 3 clusters Score -3022186 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3022231.000000 Penalty: 3280.182129
	Iteration 18Q: 3 clusters Score -3022231 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3022273.000000 Penalty: 3280.182129
	Iteration 19Q: 3 clusters Score -3022273 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3022301.250000 Penalty: 3280.182129
	Iteration 20F: 3 clusters Score -3022301 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3022330.000000 Penalty: 3280.182129
	Iteration 21Q: 3 clusters Score -3022330 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3022387.000000 Penalty: 3280.182129
	Iteration 22Q: 3 clusters Score -3022387 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3022465.000000 Penalty: 3280.182129
	Iteration 23Q: 3 clusters Score -3022465 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3022496.250000 Penalty: 3280.182129
	Iteration 24Q: 3 clusters Score -3022496 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3022531.250000 Penalty: 3280.182129
	Iteration 25Q: 3 clusters Score -3022531 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3022570.000000 Penalty: 3280.182129
	Iteration 26Q: 3 clusters Score -3022570 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3022608.500000 Penalty: 3280.182129
	Iteration 27Q: 3 clusters Score -3022608 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3022656.500000 Penalty: 3280.182129
	Iteration 28Q: 3 clusters Score -3022656 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3022722.000000 Penalty: 3280.182129
	Iteration 29Q: 3 clusters Score -3022722 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3022812.500000 Penalty: 3280.182129
	Iteration 30Q: 3 clusters Score -3022812 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3022903.250000 Penalty: 3280.182129
	Iteration 31Q: 3 clusters Score -3022903 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3022991.750000 Penalty: 3280.182129
	Iteration 32Q: 3 clusters Score -3022992 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -3023034.750000 Penalty: 3280.182129
	Iteration 33Q: 3 clusters Score -3023035 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3023090.750000 Penalty: 3280.182129
	Iteration 34Q: 3 clusters Score -3023091 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3023145.750000 Penalty: 3280.182129
	Iteration 35Q: 3 clusters Score -3023146 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3023217.750000 Penalty: 3280.182129
	Iteration 36Q: 3 clusters Score -3023218 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3023283.250000 Penalty: 3280.182129
	Iteration 37Q: 3 clusters Score -3023283 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3023361.000000 Penalty: 3280.182129
	Iteration 38Q: 3 clusters Score -3023361 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -3023406.500000 Penalty: 3280.182129
	Iteration 39Q: 3 clusters Score -3023406 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3023850.000000 Penalty: 3280.182129
	Iteration 40F: 3 clusters Score -3023850 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3024301.250000 Penalty: 3280.182129
	Iteration 41Q: 3 clusters Score -3024301 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3024598.750000 Penalty: 3280.182129
	Iteration 42Q: 3 clusters Score -3024599 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3024782.000000 Penalty: 3280.182129
	Iteration 43Q: 3 clusters Score -3024782 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3024943.250000 Penalty: 3280.182129
	Iteration 44Q: 3 clusters Score -3024943 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3025064.000000 Penalty: 3280.182129
	Iteration 45Q: 3 clusters Score -3025064 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3025181.750000 Penalty: 3280.182129
	Iteration 46Q: 3 clusters Score -3025182 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3025262.750000 Penalty: 3280.182129
	Iteration 47Q: 3 clusters Score -3025263 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3025332.250000 Penalty: 3280.182129
	Iteration 48Q: 3 clusters Score -3025332 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3025392.500000 Penalty: 3280.182129
	Iteration 49Q: 3 clusters Score -3025392 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3025433.500000 Penalty: 3280.182129
	Iteration 50Q: 3 clusters Score -3025434 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3025481.750000 Penalty: 3280.182129
	Iteration 51Q: 3 clusters Score -3025482 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3025516.250000 Penalty: 3280.182129
	Iteration 52Q: 3 clusters Score -3025516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3025535.000000 Penalty: 3280.182129
	Iteration 53Q: 3 clusters Score -3025535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3025573.250000 Penalty: 3280.182129
	Iteration 54Q: 3 clusters Score -3025573 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3025596.500000 Penalty: 3280.182129
	Iteration 55Q: 3 clusters Score -3025596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3025594.500000 Penalty: 3280.182129
	Iteration 56Q: 3 clusters Score -3025594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3025603.750000 Penalty: 3280.182129
	Iteration 57Q: 3 clusters Score -3025604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3025610.000000 Penalty: 3280.182129
	Iteration 58Q: 3 clusters Score -3025610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3025614.250000 Penalty: 3280.182129
	Iteration 59Q: 3 clusters Score -3025614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3025623.250000 Penalty: 3280.182129
	Iteration 60F: 3 clusters Score -3025623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3025631.750000 Penalty: 3280.182129
	Iteration 61Q: 3 clusters Score -3025632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3025642.500000 Penalty: 3280.182129
	Iteration 62Q: 3 clusters Score -3025642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3025649.000000 Penalty: 3280.182129
	Iteration 63Q: 3 clusters Score -3025649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3025656.750000 Penalty: 3280.182129
	Iteration 64Q: 3 clusters Score -3025657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3025661.000000 Penalty: 3280.182129
	Iteration 65Q: 3 clusters Score -3025661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3025659.250000 Penalty: 3280.182129
	Iteration 66Q: 3 clusters Score -3025659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3025667.250000 Penalty: 3280.182129
	Iteration 67Q: 3 clusters Score -3025667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3025671.000000 Penalty: 3280.182129
	Iteration 68Q: 3 clusters Score -3025671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3025672.250000 Penalty: 3280.182129
	Iteration 69Q: 3 clusters Score -3025672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3025672.750000 Penalty: 3280.182129
	Iteration 70Q: 3 clusters Score -3025673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3025674.750000 Penalty: 3280.182129
	Iteration 71Q: 3 clusters Score -3025675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3025676.750000 Penalty: 3280.182129
	Iteration 72Q: 3 clusters Score -3025677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3025680.250000 Penalty: 3280.182129
	Iteration 73Q: 3 clusters Score -3025680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3025685.000000 Penalty: 3280.182129
	Iteration 74Q: 3 clusters Score -3025685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3025684.750000 Penalty: 3280.182129
	Iteration 75Q: 3 clusters Score -3025685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3025683.250000 Penalty: 3280.182129
	Iteration 76Q: 3 clusters Score -3025683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3025685.250000 Penalty: 3280.182129
	Iteration 77Q: 3 clusters Score -3025685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3025681.000000 Penalty: 3280.182129
	Iteration 78Q: 3 clusters Score -3025681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3025682.250000 Penalty: 3280.182129
	Iteration 79Q: 3 clusters Score -3025682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3025685.250000 Penalty: 3280.182129
	Iteration 80F: 3 clusters Score -3025685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3025683.000000 Penalty: 3280.182129
	Iteration 81Q: 3 clusters Score -3025683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3025683.500000 Penalty: 3280.182129
	Iteration 82Q: 3 clusters Score -3025684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3025684.750000 Penalty: 3280.182129
	Iteration 83Q: 3 clusters Score -3025685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3025694.500000 Penalty: 3280.182129
	Iteration 84Q: 3 clusters Score -3025694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3025703.750000 Penalty: 3280.182129
	Iteration 85Q: 3 clusters Score -3025704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3025703.250000 Penalty: 3280.182129
	Iteration 86Q: 3 clusters Score -3025703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3025706.000000 Penalty: 3280.182129
	Iteration 87Q: 3 clusters Score -3025706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3025704.250000 Penalty: 3280.182129
	Iteration 88Q: 3 clusters Score -3025704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3025702.750000 Penalty: 3280.182129
	Iteration 89Q: 3 clusters Score -3025703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3025705.250000 Penalty: 3280.182129
	Iteration 90Q: 3 clusters Score -3025705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3025704.500000 Penalty: 3280.182129
	Iteration 91Q: 3 clusters Score -3025704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3025706.750000 Penalty: 3280.182129
	Iteration 92Q: 3 clusters Score -3025707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3025705.750000 Penalty: 3280.182129
	Iteration 93Q: 3 clusters Score -3025706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3025707.250000 Penalty: 3280.182129
	Iteration 94Q: 3 clusters Score -3025707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3025713.500000 Penalty: 3280.182129
	Iteration 95Q: 3 clusters Score -3025714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3025712.000000 Penalty: 3280.182129
	Iteration 96Q: 3 clusters Score -3025712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3025712.000000 Penalty: 3280.182129
	Iteration 97Q: 3 clusters Score -3025712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3025712.000000 Penalty: 3280.182129
	Iteration 98Q: 3 clusters Score -3025712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3025712.500000 Penalty: 3280.182129
	Iteration 99Q: 3 clusters Score -3025712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3025713.500000 Penalty: 3280.182129
	Iteration 100F: 3 clusters Score -3025714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Entering Unmasked Estep 
Score: -3460110.000000 Penalty: 1666.807007
	Iteration 0F: 2 clusters Score -3460110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3441386.500000 Penalty: 3333.614014
	Iteration 0F: 3 clusters Score -3441386 nChanged 13126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3448820.750000 Penalty: 3333.614014
	Iteration 1F: 3 clusters Score -3448821 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3449200.250000 Penalty: 3333.614014
	Iteration 2Q: 3 clusters Score -3449200 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3449549.250000 Penalty: 3333.614014
	Iteration 3Q: 3 clusters Score -3449549 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3449874.000000 Penalty: 3333.614014
	Iteration 4Q: 3 clusters Score -3449874 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3450181.250000 Penalty: 3333.614014
	Iteration 5Q: 3 clusters Score -3450181 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3450488.250000 Penalty: 3333.614014
	Iteration 6Q: 3 clusters Score -3450488 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3450884.750000 Penalty: 3333.614014
	Iteration 7Q: 3 clusters Score -3450885 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3451346.750000 Penalty: 3333.614014
	Iteration 8Q: 3 clusters Score -3451347 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3451950.250000 Penalty: 3333.614014
	Iteration 9Q: 3 clusters Score -3451950 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3452761.000000 Penalty: 3333.614014
	Iteration 10Q: 3 clusters Score -3452761 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3453734.750000 Penalty: 3333.614014
	Iteration 11F: 3 clusters Score -3453735 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3454714.000000 Penalty: 3333.614014
	Iteration 12Q: 3 clusters Score -3454714 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3455403.500000 Penalty: 3333.614014
	Iteration 13Q: 3 clusters Score -3455404 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3455799.500000 Penalty: 3333.614014
	Iteration 14Q: 3 clusters Score -3455800 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3456069.750000 Penalty: 3333.614014
	Iteration 15Q: 3 clusters Score -3456070 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3456359.000000 Penalty: 3333.614014
	Iteration 16Q: 3 clusters Score -3456359 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3456658.250000 Penalty: 3333.614014
	Iteration 17Q: 3 clusters Score -3456658 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3456952.000000 Penalty: 3333.614014
	Iteration 18Q: 3 clusters Score -3456952 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3457240.000000 Penalty: 3333.614014
	Iteration 19Q: 3 clusters Score -3457240 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3457516.750000 Penalty: 3333.614014
	Iteration 20F: 3 clusters Score -3457517 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3457764.500000 Penalty: 3333.614014
	Iteration 21Q: 3 clusters Score -3457764 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3457968.000000 Penalty: 3333.614014
	Iteration 22Q: 3 clusters Score -3457968 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3458130.250000 Penalty: 3333.614014
	Iteration 23Q: 3 clusters Score -3458130 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3458272.750000 Penalty: 3333.614014
	Iteration 24Q: 3 clusters Score -3458273 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -3458349.750000 Penalty: 3333.614014
	Iteration 25Q: 3 clusters Score -3458350 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3458404.000000 Penalty: 3333.614014
	Iteration 26Q: 3 clusters Score -3458404 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3458439.000000 Penalty: 3333.614014
	Iteration 27Q: 3 clusters Score -3458439 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3458475.000000 Penalty: 3333.614014
	Iteration 28Q: 3 clusters Score -3458475 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3458500.000000 Penalty: 3333.614014
	Iteration 29Q: 3 clusters Score -3458500 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3458523.500000 Penalty: 3333.614014
	Iteration 30Q: 3 clusters Score -3458524 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3458534.500000 Penalty: 3333.614014
	Iteration 31Q: 3 clusters Score -3458534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3458542.000000 Penalty: 3333.614014
	Iteration 32Q: 3 clusters Score -3458542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3458554.250000 Penalty: 3333.614014
	Iteration 33Q: 3 clusters Score -3458554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3458564.750000 Penalty: 3333.614014
	Iteration 34Q: 3 clusters Score -3458565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3458561.750000 Penalty: 3333.614014
	Iteration 35Q: 3 clusters Score -3458562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3458571.750000 Penalty: 3333.614014
	Iteration 36Q: 3 clusters Score -3458572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3458574.000000 Penalty: 3333.614014
	Iteration 37Q: 3 clusters Score -3458574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3458576.250000 Penalty: 3333.614014
	Iteration 38Q: 3 clusters Score -3458576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3458576.000000 Penalty: 3333.614014
	Iteration 39Q: 3 clusters Score -3458576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3458587.500000 Penalty: 3333.614014
	Iteration 40F: 3 clusters Score -3458588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3458589.000000 Penalty: 3333.614014
	Iteration 41Q: 3 clusters Score -3458589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3458593.750000 Penalty: 3333.614014
	Iteration 42Q: 3 clusters Score -3458594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3458593.750000 Penalty: 3333.614014
	Iteration 43Q: 3 clusters Score -3458594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3458596.000000 Penalty: 3333.614014
	Iteration 44Q: 3 clusters Score -3458596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3458598.750000 Penalty: 3333.614014
	Iteration 45Q: 3 clusters Score -3458599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3458601.500000 Penalty: 3333.614014
	Iteration 46Q: 3 clusters Score -3458602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3458604.500000 Penalty: 3333.614014
	Iteration 47Q: 3 clusters Score -3458604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3458605.250000 Penalty: 3333.614014
	Iteration 48Q: 3 clusters Score -3458605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3458604.750000 Penalty: 3333.614014
	Iteration 49Q: 3 clusters Score -3458605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3458612.500000 Penalty: 3333.614014
	Iteration 50Q: 3 clusters Score -3458612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3458607.250000 Penalty: 3333.614014
	Iteration 51Q: 3 clusters Score -3458607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3458614.000000 Penalty: 3333.614014
	Iteration 52Q: 3 clusters Score -3458614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3458623.500000 Penalty: 3333.614014
	Iteration 53Q: 3 clusters Score -3458624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3458623.250000 Penalty: 3333.614014
	Iteration 54Q: 3 clusters Score -3458623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3458621.750000 Penalty: 3333.614014
	Iteration 55Q: 3 clusters Score -3458622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3458613.500000 Penalty: 3333.614014
	Iteration 56Q: 3 clusters Score -3458614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -3458617.750000 Penalty: 3333.614014
	Iteration 57Q: 3 clusters Score -3458618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3458619.250000 Penalty: 3333.614014
	Iteration 58Q: 3 clusters Score -3458619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -3458624.000000 Penalty: 3333.614014
	Iteration 59Q: 3 clusters Score -3458624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -3458624.250000 Penalty: 3333.614014
	Iteration 60F: 3 clusters Score -3458624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3458620.500000 Penalty: 3333.614014
	Iteration 61Q: 3 clusters Score -3458620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3458625.750000 Penalty: 3333.614014
	Iteration 62Q: 3 clusters Score -3458626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3458631.750000 Penalty: 3333.614014
	Iteration 63Q: 3 clusters Score -3458632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3458638.750000 Penalty: 3333.614014
	Iteration 64Q: 3 clusters Score -3458639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3458646.500000 Penalty: 3333.614014
	Iteration 65Q: 3 clusters Score -3458646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3458645.250000 Penalty: 3333.614014
	Iteration 66Q: 3 clusters Score -3458645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3458640.250000 Penalty: 3333.614014
	Iteration 67Q: 3 clusters Score -3458640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3458635.750000 Penalty: 3333.614014
	Iteration 68Q: 3 clusters Score -3458636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3458636.500000 Penalty: 3333.614014
	Iteration 69Q: 3 clusters Score -3458636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3458639.500000 Penalty: 3333.614014
	Iteration 70Q: 3 clusters Score -3458640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3458635.500000 Penalty: 3333.614014
	Iteration 71Q: 3 clusters Score -3458636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3458639.750000 Penalty: 3333.614014
	Iteration 72Q: 3 clusters Score -3458640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3458634.750000 Penalty: 3333.614014
	Iteration 73Q: 3 clusters Score -3458635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -3458634.500000 Penalty: 3333.614014
	Iteration 74Q: 3 clusters Score -3458634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3458638.750000 Penalty: 3333.614014
	Iteration 75Q: 3 clusters Score -3458639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3458636.000000 Penalty: 3333.614014
	Iteration 76Q: 3 clusters Score -3458636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -3458638.500000 Penalty: 3333.614014
	Iteration 77Q: 3 clusters Score -3458638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3458633.000000 Penalty: 3333.614014
	Iteration 78Q: 3 clusters Score -3458633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3458632.250000 Penalty: 3333.614014
	Iteration 79Q: 3 clusters Score -3458632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3458634.750000 Penalty: 3333.614014
	Iteration 80F: 3 clusters Score -3458635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3458639.000000 Penalty: 3333.614014
	Iteration 81Q: 3 clusters Score -3458639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3458637.250000 Penalty: 3333.614014
	Iteration 82Q: 3 clusters Score -3458637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3458644.250000 Penalty: 3333.614014
	Iteration 83Q: 3 clusters Score -3458644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3458647.500000 Penalty: 3333.614014
	Iteration 84Q: 3 clusters Score -3458648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3458645.500000 Penalty: 3333.614014
	Iteration 85Q: 3 clusters Score -3458646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3458649.500000 Penalty: 3333.614014
	Iteration 86Q: 3 clusters Score -3458650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3458645.250000 Penalty: 3333.614014
	Iteration 87Q: 3 clusters Score -3458645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3458646.500000 Penalty: 3333.614014
	Iteration 88Q: 3 clusters Score -3458646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3458645.500000 Penalty: 3333.614014
	Iteration 89Q: 3 clusters Score -3458646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3458642.750000 Penalty: 3333.614014
	Iteration 90Q: 3 clusters Score -3458643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3458642.000000 Penalty: 3333.614014
	Iteration 91Q: 3 clusters Score -3458642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3458642.000000 Penalty: 3333.614014
	Iteration 92F: 3 clusters Score -3458642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Entering Unmasked Estep 
Score: -3761942.000000 Penalty: 1678.518311
	Iteration 0F: 2 clusters Score -3761942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3743186.000000 Penalty: 3357.036621
	Iteration 0F: 3 clusters Score -3743186 nChanged 14120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3750890.250000 Penalty: 3357.036621
	Iteration 1F: 3 clusters Score -3750890 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3751161.500000 Penalty: 3357.036621
	Iteration 2Q: 3 clusters Score -3751162 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3751478.250000 Penalty: 3357.036621
	Iteration 3Q: 3 clusters Score -3751478 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3751811.000000 Penalty: 3357.036621
	Iteration 4Q: 3 clusters Score -3751811 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3752163.750000 Penalty: 3357.036621
	Iteration 5Q: 3 clusters Score -3752164 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3752591.000000 Penalty: 3357.036621
	Iteration 6Q: 3 clusters Score -3752591 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3753141.750000 Penalty: 3357.036621
	Iteration 7Q: 3 clusters Score -3753142 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3753933.250000 Penalty: 3357.036621
	Iteration 8Q: 3 clusters Score -3753933 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3755085.750000 Penalty: 3357.036621
	Iteration 9F: 3 clusters Score -3755086 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3756456.750000 Penalty: 3357.036621
	Iteration 10F: 3 clusters Score -3756457 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3757757.500000 Penalty: 3357.036621
	Iteration 11F: 3 clusters Score -3757758 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3758719.750000 Penalty: 3357.036621
	Iteration 12F: 3 clusters Score -3758720 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3759354.000000 Penalty: 3357.036621
	Iteration 13Q: 3 clusters Score -3759354 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3759813.250000 Penalty: 3357.036621
	Iteration 14Q: 3 clusters Score -3759813 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -3760132.250000 Penalty: 3357.036621
	Iteration 15Q: 3 clusters Score -3760132 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3760318.500000 Penalty: 3357.036621
	Iteration 16Q: 3 clusters Score -3760318 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3760426.250000 Penalty: 3357.036621
	Iteration 17Q: 3 clusters Score -3760426 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -3760497.250000 Penalty: 3357.036621
	Iteration 18Q: 3 clusters Score -3760497 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -3760538.750000 Penalty: 3357.036621
	Iteration 19Q: 3 clusters Score -3760539 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -3760558.750000 Penalty: 3357.036621
	Iteration 20F: 3 clusters Score -3760559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3760567.250000 Penalty: 3357.036621
	Iteration 21Q: 3 clusters Score -3760567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -3760595.250000 Penalty: 3357.036621
	Iteration 22Q: 3 clusters Score -3760595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3760605.500000 Penalty: 3357.036621
	Iteration 23Q: 3 clusters Score -3760606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3760616.250000 Penalty: 3357.036621
	Iteration 24Q: 3 clusters Score -3760616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3760620.750000 Penalty: 3357.036621
	Iteration 25Q: 3 clusters Score -3760621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3760624.000000 Penalty: 3357.036621
	Iteration 26Q: 3 clusters Score -3760624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3760635.750000 Penalty: 3357.036621
	Iteration 27Q: 3 clusters Score -3760636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -3760649.000000 Penalty: 3357.036621
	Iteration 28Q: 3 clusters Score -3760649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3760654.000000 Penalty: 3357.036621
	Iteration 29Q: 3 clusters Score -3760654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3760669.250000 Penalty: 3357.036621
	Iteration 30Q: 3 clusters Score -3760669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3760684.750000 Penalty: 3357.036621
	Iteration 31Q: 3 clusters Score -3760685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3760688.250000 Penalty: 3357.036621
	Iteration 32Q: 3 clusters Score -3760688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -3760701.000000 Penalty: 3357.036621
	Iteration 33Q: 3 clusters Score -3760701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -3760703.000000 Penalty: 3357.036621
	Iteration 34Q: 3 clusters Score -3760703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -3760708.250000 Penalty: 3357.036621
	Iteration 35Q: 3 clusters Score -3760708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3760715.750000 Penalty: 3357.036621
	Iteration 36Q: 3 clusters Score -3760716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3760719.500000 Penalty: 3357.036621
	Iteration 37Q: 3 clusters Score -3760720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3760723.750000 Penalty: 3357.036621
	Iteration 38Q: 3 clusters Score -3760724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3760722.250000 Penalty: 3357.036621
	Iteration 39Q: 3 clusters Score -3760722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3760723.000000 Penalty: 3357.036621
	Iteration 40F: 3 clusters Score -3760723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3760723.750000 Penalty: 3357.036621
	Iteration 41Q: 3 clusters Score -3760724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -3760724.750000 Penalty: 3357.036621
	Iteration 42Q: 3 clusters Score -3760725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3760723.250000 Penalty: 3357.036621
	Iteration 43Q: 3 clusters Score -3760723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -3760726.000000 Penalty: 3357.036621
	Iteration 44Q: 3 clusters Score -3760726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -3760726.500000 Penalty: 3357.036621
	Iteration 45Q: 3 clusters Score -3760726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3760729.750000 Penalty: 3357.036621
	Iteration 46Q: 3 clusters Score -3760730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -3760737.500000 Penalty: 3357.036621
	Iteration 47Q: 3 clusters Score -3760738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3760744.000000 Penalty: 3357.036621
	Iteration 48Q: 3 clusters Score -3760744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -3760743.500000 Penalty: 3357.036621
	Iteration 49Q: 3 clusters Score -3760744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3760745.250000 Penalty: 3357.036621
	Iteration 50Q: 3 clusters Score -3760745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3760745.250000 Penalty: 3357.036621
	Iteration 51F: 3 clusters Score -3760745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Entering Unmasked Estep 
Score: -1441669.250000 Penalty: 1519.645752
	Iteration 0F: 2 clusters Score -1441669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1433522.000000 Penalty: 3039.291504
	Iteration 0F: 3 clusters Score -1433522 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1436225.000000 Penalty: 3039.291504
	Iteration 1F: 3 clusters Score -1436225 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1436456.625000 Penalty: 3039.291504
	Iteration 2F: 3 clusters Score -1436457 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1436660.375000 Penalty: 3039.291504
	Iteration 3Q: 3 clusters Score -1436660 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1436848.625000 Penalty: 3039.291504
	Iteration 4Q: 3 clusters Score -1436849 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1437064.750000 Penalty: 3039.291504
	Iteration 5Q: 3 clusters Score -1437065 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1437324.375000 Penalty: 3039.291504
	Iteration 6Q: 3 clusters Score -1437324 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1437652.875000 Penalty: 3039.291504
	Iteration 7Q: 3 clusters Score -1437653 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1438043.750000 Penalty: 3039.291504
	Iteration 8Q: 3 clusters Score -1438044 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1438474.125000 Penalty: 3039.291504
	Iteration 9F: 3 clusters Score -1438474 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1438929.875000 Penalty: 3039.291504
	Iteration 10Q: 3 clusters Score -1438930 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1439345.500000 Penalty: 3039.291504
	Iteration 11Q: 3 clusters Score -1439346 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1439637.375000 Penalty: 3039.291504
	Iteration 12Q: 3 clusters Score -1439637 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1439855.625000 Penalty: 3039.291504
	Iteration 13Q: 3 clusters Score -1439856 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1440003.750000 Penalty: 3039.291504
	Iteration 14Q: 3 clusters Score -1440004 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1440112.500000 Penalty: 3039.291504
	Iteration 15Q: 3 clusters Score -1440112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1440186.750000 Penalty: 3039.291504
	Iteration 16Q: 3 clusters Score -1440187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1440225.375000 Penalty: 3039.291504
	Iteration 17Q: 3 clusters Score -1440225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1440245.500000 Penalty: 3039.291504
	Iteration 18Q: 3 clusters Score -1440246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1440258.500000 Penalty: 3039.291504
	Iteration 19Q: 3 clusters Score -1440258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1440272.250000 Penalty: 3039.291504
	Iteration 20F: 3 clusters Score -1440272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1440285.375000 Penalty: 3039.291504
	Iteration 21Q: 3 clusters Score -1440285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1440297.750000 Penalty: 3039.291504
	Iteration 22Q: 3 clusters Score -1440298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1440302.000000 Penalty: 3039.291504
	Iteration 23Q: 3 clusters Score -1440302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1440307.500000 Penalty: 3039.291504
	Iteration 24Q: 3 clusters Score -1440308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1440307.125000 Penalty: 3039.291504
	Iteration 25Q: 3 clusters Score -1440307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1440305.875000 Penalty: 3039.291504
	Iteration 26Q: 3 clusters Score -1440306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1440308.250000 Penalty: 3039.291504
	Iteration 27Q: 3 clusters Score -1440308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1440312.250000 Penalty: 3039.291504
	Iteration 28Q: 3 clusters Score -1440312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1440316.375000 Penalty: 3039.291504
	Iteration 29Q: 3 clusters Score -1440316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1440318.125000 Penalty: 3039.291504
	Iteration 30Q: 3 clusters Score -1440318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1440320.250000 Penalty: 3039.291504
	Iteration 31Q: 3 clusters Score -1440320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1440319.250000 Penalty: 3039.291504
	Iteration 32Q: 3 clusters Score -1440319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1440319.500000 Penalty: 3039.291504
	Iteration 33Q: 3 clusters Score -1440320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1440319.500000 Penalty: 3039.291504
	Iteration 34F: 3 clusters Score -1440320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -810886.125000 Penalty: 1430.751587
	Iteration 0F: 2 clusters Score -810886.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -805884.812500 Penalty: 2861.503174
	Iteration 0F: 3 clusters Score -805884.8 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -807359.062500 Penalty: 2861.503174
	Iteration 1F: 3 clusters Score -807359.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -807566.375000 Penalty: 2861.503174
	Iteration 2F: 3 clusters Score -807566.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -807686.500000 Penalty: 2861.503174
	Iteration 3Q: 3 clusters Score -807686.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -807768.437500 Penalty: 2861.503174
	Iteration 4Q: 3 clusters Score -807768.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -807833.812500 Penalty: 2861.503174
	Iteration 5Q: 3 clusters Score -807833.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -807886.687500 Penalty: 2861.503174
	Iteration 6Q: 3 clusters Score -807886.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -807932.000000 Penalty: 2861.503174
	Iteration 7Q: 3 clusters Score -807932 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -807979.812500 Penalty: 2861.503174
	Iteration 8Q: 3 clusters Score -807979.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -808022.250000 Penalty: 2861.503174
	Iteration 9Q: 3 clusters Score -808022.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -808071.562500 Penalty: 2861.503174
	Iteration 10Q: 3 clusters Score -808071.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -808137.000000 Penalty: 2861.503174
	Iteration 11Q: 3 clusters Score -808137 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -808215.562500 Penalty: 2861.503174
	Iteration 12Q: 3 clusters Score -808215.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -808285.937500 Penalty: 2861.503174
	Iteration 13Q: 3 clusters Score -808285.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -808365.875000 Penalty: 2861.503174
	Iteration 14Q: 3 clusters Score -808365.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -808468.375000 Penalty: 2861.503174
	Iteration 15Q: 3 clusters Score -808468.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -808584.625000 Penalty: 2861.503174
	Iteration 16Q: 3 clusters Score -808584.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -808723.125000 Penalty: 2861.503174
	Iteration 17Q: 3 clusters Score -808723.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -808871.875000 Penalty: 2861.503174
	Iteration 18Q: 3 clusters Score -808871.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -809003.625000 Penalty: 2861.503174
	Iteration 19Q: 3 clusters Score -809003.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -809113.937500 Penalty: 2861.503174
	Iteration 20F: 3 clusters Score -809113.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -809214.062500 Penalty: 2861.503174
	Iteration 21Q: 3 clusters Score -809214.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -809299.187500 Penalty: 2861.503174
	Iteration 22Q: 3 clusters Score -809299.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -809401.500000 Penalty: 2861.503174
	Iteration 23Q: 3 clusters Score -809401.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -809481.625000 Penalty: 2861.503174
	Iteration 24Q: 3 clusters Score -809481.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -809532.312500 Penalty: 2861.503174
	Iteration 25Q: 3 clusters Score -809532.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -809565.375000 Penalty: 2861.503174
	Iteration 26Q: 3 clusters Score -809565.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -809583.500000 Penalty: 2861.503174
	Iteration 27Q: 3 clusters Score -809583.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -809593.750000 Penalty: 2861.503174
	Iteration 28Q: 3 clusters Score -809593.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -809605.750000 Penalty: 2861.503174
	Iteration 29Q: 3 clusters Score -809605.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -809620.187500 Penalty: 2861.503174
	Iteration 30Q: 3 clusters Score -809620.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -809631.812500 Penalty: 2861.503174
	Iteration 31Q: 3 clusters Score -809631.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -809639.437500 Penalty: 2861.503174
	Iteration 32Q: 3 clusters Score -809639.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -809645.187500 Penalty: 2861.503174
	Iteration 33Q: 3 clusters Score -809645.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -809650.062500 Penalty: 2861.503174
	Iteration 34Q: 3 clusters Score -809650.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -809660.812500 Penalty: 2861.503174
	Iteration 35Q: 3 clusters Score -809660.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -809669.000000 Penalty: 2861.503174
	Iteration 36Q: 3 clusters Score -809669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -809671.375000 Penalty: 2861.503174
	Iteration 37Q: 3 clusters Score -809671.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -809674.312500 Penalty: 2861.503174
	Iteration 38Q: 3 clusters Score -809674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -809675.875000 Penalty: 2861.503174
	Iteration 39Q: 3 clusters Score -809675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -809677.687500 Penalty: 2861.503174
	Iteration 40F: 3 clusters Score -809677.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -809679.062500 Penalty: 2861.503174
	Iteration 41Q: 3 clusters Score -809679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -809681.250000 Penalty: 2861.503174
	Iteration 42Q: 3 clusters Score -809681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -809681.375000 Penalty: 2861.503174
	Iteration 43Q: 3 clusters Score -809681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -809681.875000 Penalty: 2861.503174
	Iteration 44Q: 3 clusters Score -809681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -809681.437500 Penalty: 2861.503174
	Iteration 45Q: 3 clusters Score -809681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -809681.437500 Penalty: 2861.503174
	Iteration 46F: 3 clusters Score -809681.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -15137.180664 Penalty: 805.321899
	Iteration 0F: 2 clusters Score -15137.18 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 67 members 
Entering Unmasked Estep 
Score: -14539.499023 Penalty: 1610.643799
	Iteration 0F: 3 clusters Score -14539.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14610.474609 Penalty: 1610.643799
	Iteration 1F: 3 clusters Score -14610.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14614.255859 Penalty: 1610.643799
	Iteration 2Q: 3 clusters Score -14614.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14614.255859 Penalty: 1610.643799
	Iteration 3F: 3 clusters Score -14614.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -158507.687500 Penalty: 1173.191895
	Iteration 0F: 2 clusters Score -158507.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156797.046875 Penalty: 2346.383789
	Iteration 0F: 3 clusters Score -156797 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -157135.843750 Penalty: 2346.383789
	Iteration 1F: 3 clusters Score -157135.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -157233.953125 Penalty: 2346.383789
	Iteration 2F: 3 clusters Score -157234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -157279.468750 Penalty: 2346.383789
	Iteration 3Q: 3 clusters Score -157279.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -157320.984375 Penalty: 2346.383789
	Iteration 4Q: 3 clusters Score -157321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -157343.921875 Penalty: 2346.383789
	Iteration 5Q: 3 clusters Score -157343.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -157362.031250 Penalty: 2346.383789
	Iteration 6Q: 3 clusters Score -157362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157375.531250 Penalty: 2346.383789
	Iteration 7Q: 3 clusters Score -157375.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -157380.281250 Penalty: 2346.383789
	Iteration 8Q: 3 clusters Score -157380.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -157382.093750 Penalty: 2346.383789
	Iteration 9Q: 3 clusters Score -157382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -157384.171875 Penalty: 2346.383789
	Iteration 10Q: 3 clusters Score -157384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -157385.859375 Penalty: 2346.383789
	Iteration 11Q: 3 clusters Score -157385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -157386.765625 Penalty: 2346.383789
	Iteration 12Q: 3 clusters Score -157386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157388.265625 Penalty: 2346.383789
	Iteration 13Q: 3 clusters Score -157388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -157388.390625 Penalty: 2346.383789
	Iteration 14Q: 3 clusters Score -157388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -157389.515625 Penalty: 2346.383789
	Iteration 15Q: 3 clusters Score -157389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -157392.671875 Penalty: 2346.383789
	Iteration 16Q: 3 clusters Score -157392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -157396.218750 Penalty: 2346.383789
	Iteration 17Q: 3 clusters Score -157396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -157396.812500 Penalty: 2346.383789
	Iteration 18Q: 3 clusters Score -157396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157397.515625 Penalty: 2346.383789
	Iteration 19Q: 3 clusters Score -157397.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157397.515625 Penalty: 2346.383789
	Iteration 20F: 3 clusters Score -157397.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -54184.636719 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -54184.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53271.800781 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -53271.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53394.398438 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -53394.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53422.285156 Penalty: 1888.620850
	Iteration 2Q: 3 clusters Score -53422.29 nChanged 7
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: -53434.757812 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -53434.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53439.734375 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -53439.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53439.734375 Penalty: 1888.620850
	Iteration 5F: 3 clusters Score -53439.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Entering Unmasked Estep 
Score: -5403334.500000 Penalty: 1738.823730
	Iteration 0F: 2 clusters Score -5403334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -5379182.500000 Penalty: 3477.647461
	Iteration 0F: 3 clusters Score -5379182 nChanged 20618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -5390622.000000 Penalty: 3477.647461
	Iteration 1F: 3 clusters Score -5390622 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -5391212.000000 Penalty: 3477.647461
	Iteration 2Q: 3 clusters Score -5391212 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -5391876.500000 Penalty: 3477.647461
	Iteration 3Q: 3 clusters Score -5391876 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -5392542.000000 Penalty: 3477.647461
	Iteration 4Q: 3 clusters Score -5392542 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -5393089.500000 Penalty: 3477.647461
	Iteration 5Q: 3 clusters Score -5393090 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -5393479.000000 Penalty: 3477.647461
	Iteration 6Q: 3 clusters Score -5393479 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -5393774.000000 Penalty: 3477.647461
	Iteration 7Q: 3 clusters Score -5393774 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -5394116.000000 Penalty: 3477.647461
	Iteration 8F: 3 clusters Score -5394116 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -5394859.500000 Penalty: 3477.647461
	Iteration 9F: 3 clusters Score -5394860 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -5395991.500000 Penalty: 3477.647461
	Iteration 10F: 3 clusters Score -5395992 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -5397610.000000 Penalty: 3477.647461
	Iteration 11F: 3 clusters Score -5397610 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -5399408.500000 Penalty: 3477.647461
	Iteration 12Q: 3 clusters Score -5399408 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -5400680.000000 Penalty: 3477.647461
	Iteration 13Q: 3 clusters Score -5400680 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -5401119.000000 Penalty: 3477.647461
	Iteration 14Q: 3 clusters Score -5401119 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -5401319.000000 Penalty: 3477.647461
	Iteration 15Q: 3 clusters Score -5401319 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -5401380.500000 Penalty: 3477.647461
	Iteration 16Q: 3 clusters Score -5401380 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -5401509.500000 Penalty: 3477.647461
	Iteration 17Q: 3 clusters Score -5401510 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5401615.500000 Penalty: 3477.647461
	Iteration 18Q: 3 clusters Score -5401616 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -5401669.000000 Penalty: 3477.647461
	Iteration 19Q: 3 clusters Score -5401669 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5401761.000000 Penalty: 3477.647461
	Iteration 20F: 3 clusters Score -5401761 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -5401816.000000 Penalty: 3477.647461
	Iteration 21Q: 3 clusters Score -5401816 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -5401858.000000 Penalty: 3477.647461
	Iteration 22Q: 3 clusters Score -5401858 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5401866.500000 Penalty: 3477.647461
	Iteration 23Q: 3 clusters Score -5401866 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -5401875.500000 Penalty: 3477.647461
	Iteration 24Q: 3 clusters Score -5401876 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -5401893.000000 Penalty: 3477.647461
	Iteration 25Q: 3 clusters Score -5401893 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -5401909.000000 Penalty: 3477.647461
	Iteration 26Q: 3 clusters Score -5401909 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -5401930.500000 Penalty: 3477.647461
	Iteration 27Q: 3 clusters Score -5401930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -5401946.500000 Penalty: 3477.647461
	Iteration 28Q: 3 clusters Score -5401946 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -5401917.500000 Penalty: 3477.647461
	Iteration 29Q: 3 clusters Score -5401918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -5401928.500000 Penalty: 3477.647461
	Iteration 30Q: 3 clusters Score -5401928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5401935.500000 Penalty: 3477.647461
	Iteration 31Q: 3 clusters Score -5401936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -5401947.500000 Penalty: 3477.647461
	Iteration 32Q: 3 clusters Score -5401948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -5401956.500000 Penalty: 3477.647461
	Iteration 33Q: 3 clusters Score -5401956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -5401944.000000 Penalty: 3477.647461
	Iteration 34Q: 3 clusters Score -5401944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -5401952.500000 Penalty: 3477.647461
	Iteration 35Q: 3 clusters Score -5401952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -5401951.500000 Penalty: 3477.647461
	Iteration 36Q: 3 clusters Score -5401952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -5401956.500000 Penalty: 3477.647461
	Iteration 37Q: 3 clusters Score -5401956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5401949.500000 Penalty: 3477.647461
	Iteration 38Q: 3 clusters Score -5401950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -5401944.500000 Penalty: 3477.647461
	Iteration 39Q: 3 clusters Score -5401944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -5401955.000000 Penalty: 3477.647461
	Iteration 40F: 3 clusters Score -5401955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -5401974.000000 Penalty: 3477.647461
	Iteration 41Q: 3 clusters Score -5401974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -5401994.000000 Penalty: 3477.647461
	Iteration 42Q: 3 clusters Score -5401994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5401995.500000 Penalty: 3477.647461
	Iteration 43Q: 3 clusters Score -5401996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -5402003.000000 Penalty: 3477.647461
	Iteration 44Q: 3 clusters Score -5402003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5402009.500000 Penalty: 3477.647461
	Iteration 45Q: 3 clusters Score -5402010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -5402010.500000 Penalty: 3477.647461
	Iteration 46Q: 3 clusters Score -5402010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -5402016.500000 Penalty: 3477.647461
	Iteration 47Q: 3 clusters Score -5402016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -5402015.500000 Penalty: 3477.647461
	Iteration 48Q: 3 clusters Score -5402016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -5402021.500000 Penalty: 3477.647461
	Iteration 49Q: 3 clusters Score -5402022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -5402016.500000 Penalty: 3477.647461
	Iteration 50Q: 3 clusters Score -5402016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -5402022.500000 Penalty: 3477.647461
	Iteration 51Q: 3 clusters Score -5402022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -5402027.500000 Penalty: 3477.647461
	Iteration 52Q: 3 clusters Score -5402028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5402036.000000 Penalty: 3477.647461
	Iteration 53Q: 3 clusters Score -5402036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -5402039.000000 Penalty: 3477.647461
	Iteration 54Q: 3 clusters Score -5402039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -5402036.000000 Penalty: 3477.647461
	Iteration 55Q: 3 clusters Score -5402036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -5402037.000000 Penalty: 3477.647461
	Iteration 56Q: 3 clusters Score -5402037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -5402032.000000 Penalty: 3477.647461
	Iteration 57Q: 3 clusters Score -5402032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -5402033.000000 Penalty: 3477.647461
	Iteration 58Q: 3 clusters Score -5402033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -5402035.000000 Penalty: 3477.647461
	Iteration 59Q: 3 clusters Score -5402035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -5402035.000000 Penalty: 3477.647461
	Iteration 60F: 3 clusters Score -5402035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Entering Unmasked Estep 
Score: -3060678.750000 Penalty: 1641.163086
	Iteration 0F: 2 clusters Score -3060679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3044502.000000 Penalty: 3282.326172
	Iteration 0F: 3 clusters Score -3044502 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3050516.750000 Penalty: 3282.326172
	Iteration 1F: 3 clusters Score -3050517 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3050865.250000 Penalty: 3282.326172
	Iteration 2Q: 3 clusters Score -3050865 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3051173.500000 Penalty: 3282.326172
	Iteration 3Q: 3 clusters Score -3051174 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3051495.250000 Penalty: 3282.326172
	Iteration 4Q: 3 clusters Score -3051495 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3051908.250000 Penalty: 3282.326172
	Iteration 5Q: 3 clusters Score -3051908 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3052418.750000 Penalty: 3282.326172
	Iteration 6Q: 3 clusters Score -3052419 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3053126.750000 Penalty: 3282.326172
	Iteration 7F: 3 clusters Score -3053127 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3054186.500000 Penalty: 3282.326172
	Iteration 8F: 3 clusters Score -3054186 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3055317.000000 Penalty: 3282.326172
	Iteration 9F: 3 clusters Score -3055317 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3056137.500000 Penalty: 3282.326172
	Iteration 10Q: 3 clusters Score -3056138 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3056532.000000 Penalty: 3282.326172
	Iteration 11Q: 3 clusters Score -3056532 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3056678.000000 Penalty: 3282.326172
	Iteration 12Q: 3 clusters Score -3056678 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -3056765.250000 Penalty: 3282.326172
	Iteration 13Q: 3 clusters Score -3056765 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3056815.750000 Penalty: 3282.326172
	Iteration 14Q: 3 clusters Score -3056816 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3056887.500000 Penalty: 3282.326172
	Iteration 15Q: 3 clusters Score -3056888 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3056919.500000 Penalty: 3282.326172
	Iteration 16Q: 3 clusters Score -3056920 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3056939.250000 Penalty: 3282.326172
	Iteration 17Q: 3 clusters Score -3056939 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -3056967.250000 Penalty: 3282.326172
	Iteration 18Q: 3 clusters Score -3056967 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3056995.000000 Penalty: 3282.326172
	Iteration 19Q: 3 clusters Score -3056995 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3057014.250000 Penalty: 3282.326172
	Iteration 20F: 3 clusters Score -3057014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3057029.500000 Penalty: 3282.326172
	Iteration 21Q: 3 clusters Score -3057030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3057050.000000 Penalty: 3282.326172
	Iteration 22Q: 3 clusters Score -3057050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3057070.000000 Penalty: 3282.326172
	Iteration 23Q: 3 clusters Score -3057070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3057070.500000 Penalty: 3282.326172
	Iteration 24Q: 3 clusters Score -3057070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -3057080.750000 Penalty: 3282.326172
	Iteration 25Q: 3 clusters Score -3057081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3057087.250000 Penalty: 3282.326172
	Iteration 26Q: 3 clusters Score -3057087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3057094.750000 Penalty: 3282.326172
	Iteration 27Q: 3 clusters Score -3057095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3057101.250000 Penalty: 3282.326172
	Iteration 28Q: 3 clusters Score -3057101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -3057099.500000 Penalty: 3282.326172
	Iteration 29Q: 3 clusters Score -3057100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3057109.500000 Penalty: 3282.326172
	Iteration 30Q: 3 clusters Score -3057110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3057121.250000 Penalty: 3282.326172
	Iteration 31Q: 3 clusters Score -3057121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3057123.250000 Penalty: 3282.326172
	Iteration 32Q: 3 clusters Score -3057123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3057127.750000 Penalty: 3282.326172
	Iteration 33Q: 3 clusters Score -3057128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3057130.750000 Penalty: 3282.326172
	Iteration 34Q: 3 clusters Score -3057131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3057130.500000 Penalty: 3282.326172
	Iteration 35Q: 3 clusters Score -3057130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3057135.750000 Penalty: 3282.326172
	Iteration 36Q: 3 clusters Score -3057136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3057138.000000 Penalty: 3282.326172
	Iteration 37Q: 3 clusters Score -3057138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3057143.750000 Penalty: 3282.326172
	Iteration 38Q: 3 clusters Score -3057144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3057140.500000 Penalty: 3282.326172
	Iteration 39Q: 3 clusters Score -3057140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3057145.750000 Penalty: 3282.326172
	Iteration 40F: 3 clusters Score -3057146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3057150.750000 Penalty: 3282.326172
	Iteration 41Q: 3 clusters Score -3057151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3057151.500000 Penalty: 3282.326172
	Iteration 42Q: 3 clusters Score -3057152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3057153.750000 Penalty: 3282.326172
	Iteration 43Q: 3 clusters Score -3057154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3057154.000000 Penalty: 3282.326172
	Iteration 44Q: 3 clusters Score -3057154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3057155.250000 Penalty: 3282.326172
	Iteration 45Q: 3 clusters Score -3057155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3057154.500000 Penalty: 3282.326172
	Iteration 46Q: 3 clusters Score -3057154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3057155.000000 Penalty: 3282.326172
	Iteration 47Q: 3 clusters Score -3057155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3057159.000000 Penalty: 3282.326172
	Iteration 48Q: 3 clusters Score -3057159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3057156.500000 Penalty: 3282.326172
	Iteration 49Q: 3 clusters Score -3057156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -3057159.250000 Penalty: 3282.326172
	Iteration 50Q: 3 clusters Score -3057159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3057157.500000 Penalty: 3282.326172
	Iteration 51Q: 3 clusters Score -3057158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3057163.500000 Penalty: 3282.326172
	Iteration 52Q: 3 clusters Score -3057164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3057160.000000 Penalty: 3282.326172
	Iteration 53Q: 3 clusters Score -3057160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3057159.500000 Penalty: 3282.326172
	Iteration 54Q: 3 clusters Score -3057160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3057158.000000 Penalty: 3282.326172
	Iteration 55Q: 3 clusters Score -3057158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3057163.750000 Penalty: 3282.326172
	Iteration 56Q: 3 clusters Score -3057164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3057162.000000 Penalty: 3282.326172
	Iteration 57Q: 3 clusters Score -3057162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3057165.250000 Penalty: 3282.326172
	Iteration 58Q: 3 clusters Score -3057165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3057161.250000 Penalty: 3282.326172
	Iteration 59Q: 3 clusters Score -3057161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3057162.250000 Penalty: 3282.326172
	Iteration 60F: 3 clusters Score -3057162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3057168.250000 Penalty: 3282.326172
	Iteration 61Q: 3 clusters Score -3057168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3057170.500000 Penalty: 3282.326172
	Iteration 62Q: 3 clusters Score -3057170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3057166.750000 Penalty: 3282.326172
	Iteration 63Q: 3 clusters Score -3057167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3057171.000000 Penalty: 3282.326172
	Iteration 64Q: 3 clusters Score -3057171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3057170.000000 Penalty: 3282.326172
	Iteration 65Q: 3 clusters Score -3057170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3057177.000000 Penalty: 3282.326172
	Iteration 66Q: 3 clusters Score -3057177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3057177.750000 Penalty: 3282.326172
	Iteration 67Q: 3 clusters Score -3057178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3057177.250000 Penalty: 3282.326172
	Iteration 68Q: 3 clusters Score -3057177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3057182.000000 Penalty: 3282.326172
	Iteration 69Q: 3 clusters Score -3057182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3057185.000000 Penalty: 3282.326172
	Iteration 70Q: 3 clusters Score -3057185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3057184.250000 Penalty: 3282.326172
	Iteration 71Q: 3 clusters Score -3057184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3057183.250000 Penalty: 3282.326172
	Iteration 72Q: 3 clusters Score -3057183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3057180.250000 Penalty: 3282.326172
	Iteration 73Q: 3 clusters Score -3057180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3057186.000000 Penalty: 3282.326172
	Iteration 74Q: 3 clusters Score -3057186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3057181.750000 Penalty: 3282.326172
	Iteration 75Q: 3 clusters Score -3057182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3057185.000000 Penalty: 3282.326172
	Iteration 76Q: 3 clusters Score -3057185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3057189.750000 Penalty: 3282.326172
	Iteration 77Q: 3 clusters Score -3057190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3057192.000000 Penalty: 3282.326172
	Iteration 78Q: 3 clusters Score -3057192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3057187.000000 Penalty: 3282.326172
	Iteration 79Q: 3 clusters Score -3057187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3057190.750000 Penalty: 3282.326172
	Iteration 80F: 3 clusters Score -3057191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3057187.500000 Penalty: 3282.326172
	Iteration 81Q: 3 clusters Score -3057188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3057195.750000 Penalty: 3282.326172
	Iteration 82Q: 3 clusters Score -3057196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3057200.500000 Penalty: 3282.326172
	Iteration 83Q: 3 clusters Score -3057200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3057197.250000 Penalty: 3282.326172
	Iteration 84Q: 3 clusters Score -3057197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -3057198.750000 Penalty: 3282.326172
	Iteration 85Q: 3 clusters Score -3057199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3057203.750000 Penalty: 3282.326172
	Iteration 86Q: 3 clusters Score -3057204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3057210.250000 Penalty: 3282.326172
	Iteration 87Q: 3 clusters Score -3057210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3057216.750000 Penalty: 3282.326172
	Iteration 88Q: 3 clusters Score -3057217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3057215.000000 Penalty: 3282.326172
	Iteration 89Q: 3 clusters Score -3057215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3057230.250000 Penalty: 3282.326172
	Iteration 90Q: 3 clusters Score -3057230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3057241.000000 Penalty: 3282.326172
	Iteration 91Q: 3 clusters Score -3057241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3057247.500000 Penalty: 3282.326172
	Iteration 92Q: 3 clusters Score -3057248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3057248.250000 Penalty: 3282.326172
	Iteration 93Q: 3 clusters Score -3057248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3057254.000000 Penalty: 3282.326172
	Iteration 94Q: 3 clusters Score -3057254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3057246.750000 Penalty: 3282.326172
	Iteration 95Q: 3 clusters Score -3057247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3057253.750000 Penalty: 3282.326172
	Iteration 96Q: 3 clusters Score -3057254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3057256.750000 Penalty: 3282.326172
	Iteration 97Q: 3 clusters Score -3057257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3057253.500000 Penalty: 3282.326172
	Iteration 98Q: 3 clusters Score -3057254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3057261.250000 Penalty: 3282.326172
	Iteration 99Q: 3 clusters Score -3057261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3057260.750000 Penalty: 3282.326172
	Iteration 100F: 3 clusters Score -3057261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3057258.750000 Penalty: 3282.326172
	Iteration 101Q: 3 clusters Score -3057259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3057266.750000 Penalty: 3282.326172
	Iteration 102Q: 3 clusters Score -3057267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -3057268.500000 Penalty: 3282.326172
	Iteration 103Q: 3 clusters Score -3057268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3057271.000000 Penalty: 3282.326172
	Iteration 104Q: 3 clusters Score -3057271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -3057269.500000 Penalty: 3282.326172
	Iteration 105Q: 3 clusters Score -3057270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -3057270.500000 Penalty: 3282.326172
	Iteration 106Q: 3 clusters Score -3057270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -3057272.250000 Penalty: 3282.326172
	Iteration 107Q: 3 clusters Score -3057272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3057274.250000 Penalty: 3282.326172
	Iteration 108Q: 3 clusters Score -3057274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3057276.250000 Penalty: 3282.326172
	Iteration 109Q: 3 clusters Score -3057276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3057277.750000 Penalty: 3282.326172
	Iteration 110Q: 3 clusters Score -3057278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3057278.500000 Penalty: 3282.326172
	Iteration 111Q: 3 clusters Score -3057278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3057276.000000 Penalty: 3282.326172
	Iteration 112Q: 3 clusters Score -3057276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3057275.000000 Penalty: 3282.326172
	Iteration 113Q: 3 clusters Score -3057275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3057277.000000 Penalty: 3282.326172
	Iteration 114Q: 3 clusters Score -3057277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3057278.750000 Penalty: 3282.326172
	Iteration 115Q: 3 clusters Score -3057279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3057278.250000 Penalty: 3282.326172
	Iteration 116Q: 3 clusters Score -3057278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -3057282.750000 Penalty: 3282.326172
	Iteration 117Q: 3 clusters Score -3057283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3057289.000000 Penalty: 3282.326172
	Iteration 118Q: 3 clusters Score -3057289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3057288.750000 Penalty: 3282.326172
	Iteration 119Q: 3 clusters Score -3057289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3057283.000000 Penalty: 3282.326172
	Iteration 120F: 3 clusters Score -3057283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3057289.750000 Penalty: 3282.326172
	Iteration 121Q: 3 clusters Score -3057290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3057295.250000 Penalty: 3282.326172
	Iteration 122Q: 3 clusters Score -3057295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3057295.000000 Penalty: 3282.326172
	Iteration 123Q: 3 clusters Score -3057295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3057297.250000 Penalty: 3282.326172
	Iteration 124Q: 3 clusters Score -3057297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3057296.500000 Penalty: 3282.326172
	Iteration 125Q: 3 clusters Score -3057296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3057297.500000 Penalty: 3282.326172
	Iteration 126Q: 3 clusters Score -3057298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -3057300.000000 Penalty: 3282.326172
	Iteration 127Q: 3 clusters Score -3057300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3057295.750000 Penalty: 3282.326172
	Iteration 128Q: 3 clusters Score -3057296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3057293.750000 Penalty: 3282.326172
	Iteration 129Q: 3 clusters Score -3057294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -3057295.250000 Penalty: 3282.326172
	Iteration 130Q: 3 clusters Score -3057295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -3057295.750000 Penalty: 3282.326172
	Iteration 131Q: 3 clusters Score -3057296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3057298.500000 Penalty: 3282.326172
	Iteration 132Q: 3 clusters Score -3057298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3057298.750000 Penalty: 3282.326172
	Iteration 133Q: 3 clusters Score -3057299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3057298.000000 Penalty: 3282.326172
	Iteration 134Q: 3 clusters Score -3057298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3057302.250000 Penalty: 3282.326172
	Iteration 135Q: 3 clusters Score -3057302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3057299.000000 Penalty: 3282.326172
	Iteration 136Q: 3 clusters Score -3057299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3057299.000000 Penalty: 3282.326172
	Iteration 137F: 3 clusters Score -3057299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -43443.523438 Penalty: 984.227417
	Iteration 0F: 2 clusters Score -43443.52 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 227 members 
Entering Unmasked Estep 
Score: -42477.222656 Penalty: 1968.454834
	Iteration 0F: 3 clusters Score -42477.22 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42635.582031 Penalty: 1968.454834
	Iteration 1F: 3 clusters Score -42635.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42690.429688 Penalty: 1968.454834
	Iteration 2F: 3 clusters Score -42690.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42725.125000 Penalty: 1968.454834
	Iteration 3Q: 3 clusters Score -42725.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42761.679688 Penalty: 1968.454834
	Iteration 4Q: 3 clusters Score -42761.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -42792.648438 Penalty: 1968.454834
	Iteration 5Q: 3 clusters Score -42792.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42815.964844 Penalty: 1968.454834
	Iteration 6Q: 3 clusters Score -42815.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42832.261719 Penalty: 1968.454834
	Iteration 7Q: 3 clusters Score -42832.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42840.554688 Penalty: 1968.454834
	Iteration 8Q: 3 clusters Score -42840.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42846.558594 Penalty: 1968.454834
	Iteration 9Q: 3 clusters Score -42846.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -42851.679688 Penalty: 1968.454834
	Iteration 10Q: 3 clusters Score -42851.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -42854.156250 Penalty: 1968.454834
	Iteration 11Q: 3 clusters Score -42854.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -42856.785156 Penalty: 1968.454834
	Iteration 12Q: 3 clusters Score -42856.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -42861.253906 Penalty: 1968.454834
	Iteration 13Q: 3 clusters Score -42861.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -42861.253906 Penalty: 1968.454834
	Iteration 14F: 3 clusters Score -42861.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40152 members 
Mstep: Class 8 contains 24170 members 
Mstep: Class 9 contains 28489 members 
Mstep: Class 11 contains 30618 members 
Mstep: Class 12 contains 11518 members 
Mstep: Class 14 contains 6665 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44376 members 
Mstep: Class 20 contains 24330 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441118.000000 Penalty: 25983.595703
Iteration 159Q: 14 clusters Score -2.644112e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40145 members 
Mstep: Class 8 contains 24166 members 
Mstep: Class 9 contains 28486 members 
Mstep: Class 11 contains 30622 members 
Mstep: Class 12 contains 11515 members 
Mstep: Class 14 contains 6665 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44385 members 
Mstep: Class 20 contains 24334 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441086.000000 Penalty: 25983.595703
Iteration 160F: 14 clusters Score -2.644109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40140 members 
Mstep: Class 8 contains 24160 members 
Mstep: Class 9 contains 28489 members 
Mstep: Class 11 contains 30629 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 14 contains 6666 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44389 members 
Mstep: Class 20 contains 24337 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441100.000000 Penalty: 25983.595703
Iteration 161Q: 14 clusters Score -2.64411e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40137 members 
Mstep: Class 8 contains 24158 members 
Mstep: Class 9 contains 28488 members 
Mstep: Class 11 contains 30630 members 
Mstep: Class 12 contains 11510 members 
Mstep: Class 14 contains 6666 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44391 members 
Mstep: Class 20 contains 24337 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441074.000000 Penalty: 25983.595703
Iteration 162Q: 14 clusters Score -2.644107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 5 contains 40134 members 
Mstep: Class 8 contains 24154 members 
Mstep: Class 9 contains 28487 members 
Mstep: Class 11 contains 30635 members 
Mstep: Class 12 contains 11510 members 
Mstep: Class 14 contains 6667 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44390 members 
Mstep: Class 20 contains 24339 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441104.000000 Penalty: 25983.595703
Iteration 163Q: 14 clusters Score -2.64411e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40133 members 
Mstep: Class 8 contains 24153 members 
Mstep: Class 9 contains 28490 members 
Mstep: Class 11 contains 30634 members 
Mstep: Class 12 contains 11510 members 
Mstep: Class 14 contains 6667 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44387 members 
Mstep: Class 20 contains 24343 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441090.000000 Penalty: 25983.595703
Iteration 164Q: 14 clusters Score -2.644109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40131 members 
Mstep: Class 8 contains 24153 members 
Mstep: Class 9 contains 28495 members 
Mstep: Class 11 contains 30633 members 
Mstep: Class 12 contains 11510 members 
Mstep: Class 14 contains 6667 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44386 members 
Mstep: Class 20 contains 24342 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441086.000000 Penalty: 25983.595703
Iteration 165Q: 14 clusters Score -2.644109e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40131 members 
Mstep: Class 8 contains 24152 members 
Mstep: Class 9 contains 28502 members 
Mstep: Class 11 contains 30634 members 
Mstep: Class 12 contains 11510 members 
Mstep: Class 14 contains 6667 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 20 contains 24339 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441084.000000 Penalty: 25983.595703
Iteration 166Q: 14 clusters Score -2.644108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40128 members 
Mstep: Class 8 contains 24150 members 
Mstep: Class 9 contains 28504 members 
Mstep: Class 11 contains 30635 members 
Mstep: Class 12 contains 11510 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44383 members 
Mstep: Class 20 contains 24339 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441116.000000 Penalty: 25983.595703
Iteration 167Q: 14 clusters Score -2.644112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40124 members 
Mstep: Class 8 contains 24152 members 
Mstep: Class 9 contains 28506 members 
Mstep: Class 11 contains 30636 members 
Mstep: Class 12 contains 11509 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44384 members 
Mstep: Class 20 contains 24338 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441102.000000 Penalty: 25983.595703
Iteration 168Q: 14 clusters Score -2.64411e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40121 members 
Mstep: Class 8 contains 24157 members 
Mstep: Class 9 contains 28509 members 
Mstep: Class 11 contains 30636 members 
Mstep: Class 12 contains 11509 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44378 members 
Mstep: Class 20 contains 24339 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441116.000000 Penalty: 25983.595703
Iteration 169Q: 14 clusters Score -2.644112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40121 members 
Mstep: Class 8 contains 24161 members 
Mstep: Class 9 contains 28511 members 
Mstep: Class 11 contains 30636 members 
Mstep: Class 12 contains 11504 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 20 contains 24334 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441122.000000 Penalty: 25983.595703
Iteration 170Q: 14 clusters Score -2.644112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40119 members 
Mstep: Class 8 contains 24161 members 
Mstep: Class 9 contains 28509 members 
Mstep: Class 11 contains 30637 members 
Mstep: Class 12 contains 11501 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44390 members 
Mstep: Class 20 contains 24332 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441102.000000 Penalty: 25983.595703
Iteration 171Q: 14 clusters Score -2.64411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40117 members 
Mstep: Class 8 contains 24163 members 
Mstep: Class 9 contains 28511 members 
Mstep: Class 11 contains 30637 members 
Mstep: Class 12 contains 11498 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44393 members 
Mstep: Class 20 contains 24330 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441112.000000 Penalty: 25983.595703
Iteration 172Q: 14 clusters Score -2.644111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40119 members 
Mstep: Class 8 contains 24164 members 
Mstep: Class 9 contains 28511 members 
Mstep: Class 11 contains 30638 members 
Mstep: Class 12 contains 11495 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44393 members 
Mstep: Class 20 contains 24329 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441116.000000 Penalty: 25983.595703
Iteration 173Q: 14 clusters Score -2.644112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40117 members 
Mstep: Class 8 contains 24164 members 
Mstep: Class 9 contains 28510 members 
Mstep: Class 11 contains 30638 members 
Mstep: Class 12 contains 11495 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44394 members 
Mstep: Class 20 contains 24331 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441080.000000 Penalty: 25983.595703
Iteration 174Q: 14 clusters Score -2.644108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40111 members 
Mstep: Class 8 contains 24171 members 
Mstep: Class 9 contains 28511 members 
Mstep: Class 11 contains 30638 members 
Mstep: Class 12 contains 11493 members 
Mstep: Class 14 contains 6669 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44395 members 
Mstep: Class 20 contains 24329 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441088.000000 Penalty: 25983.595703
Iteration 175Q: 14 clusters Score -2.644109e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40110 members 
Mstep: Class 8 contains 24175 members 
Mstep: Class 9 contains 28511 members 
Mstep: Class 11 contains 30642 members 
Mstep: Class 12 contains 11485 members 
Mstep: Class 14 contains 6671 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44394 members 
Mstep: Class 20 contains 24329 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441052.000000 Penalty: 25983.595703
Iteration 176Q: 14 clusters Score -2.644105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40108 members 
Mstep: Class 8 contains 24173 members 
Mstep: Class 9 contains 28509 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 11485 members 
Mstep: Class 14 contains 6673 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44394 members 
Mstep: Class 20 contains 24331 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441106.000000 Penalty: 25983.595703
Iteration 177Q: 14 clusters Score -2.644111e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40106 members 
Mstep: Class 8 contains 24172 members 
Mstep: Class 9 contains 28512 members 
Mstep: Class 11 contains 30643 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6674 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44391 members 
Mstep: Class 20 contains 24332 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441122.000000 Penalty: 25983.595703
Iteration 178Q: 14 clusters Score -2.644112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40103 members 
Mstep: Class 8 contains 24174 members 
Mstep: Class 9 contains 28513 members 
Mstep: Class 11 contains 30642 members 
Mstep: Class 12 contains 11488 members 
Mstep: Class 14 contains 6676 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44389 members 
Mstep: Class 20 contains 24333 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441138.000000 Penalty: 25983.595703
Iteration 179Q: 14 clusters Score -2.644114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40103 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 28513 members 
Mstep: Class 11 contains 30642 members 
Mstep: Class 12 contains 11489 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44384 members 
Mstep: Class 20 contains 24335 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441126.000000 Penalty: 25983.595703
Iteration 180F: 14 clusters Score -2.644113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40102 members 
Mstep: Class 8 contains 24178 members 
Mstep: Class 9 contains 28514 members 
Mstep: Class 11 contains 30643 members 
Mstep: Class 12 contains 11488 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 20 contains 24335 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441124.000000 Penalty: 25983.595703
Iteration 181Q: 14 clusters Score -2.644112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40102 members 
Mstep: Class 8 contains 24178 members 
Mstep: Class 9 contains 28516 members 
Mstep: Class 11 contains 30643 members 
Mstep: Class 12 contains 11486 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44381 members 
Mstep: Class 20 contains 24336 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441134.000000 Penalty: 25983.595703
Iteration 182Q: 14 clusters Score -2.644113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40098 members 
Mstep: Class 8 contains 24176 members 
Mstep: Class 9 contains 28516 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44383 members 
Mstep: Class 20 contains 24338 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441118.000000 Penalty: 25983.595703
Iteration 183Q: 14 clusters Score -2.644112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 5 contains 40096 members 
Mstep: Class 8 contains 24178 members 
Mstep: Class 9 contains 28516 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44381 members 
Mstep: Class 20 contains 24340 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441114.000000 Penalty: 25983.595703
Iteration 184Q: 14 clusters Score -2.644111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40097 members 
Mstep: Class 8 contains 24174 members 
Mstep: Class 9 contains 28517 members 
Mstep: Class 11 contains 30645 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44381 members 
Mstep: Class 20 contains 24342 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441122.000000 Penalty: 25983.595703
Iteration 185Q: 14 clusters Score -2.644112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40096 members 
Mstep: Class 8 contains 24175 members 
Mstep: Class 9 contains 28519 members 
Mstep: Class 11 contains 30645 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44378 members 
Mstep: Class 20 contains 24343 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441124.000000 Penalty: 25983.595703
Iteration 186Q: 14 clusters Score -2.644112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40096 members 
Mstep: Class 8 contains 24175 members 
Mstep: Class 9 contains 28519 members 
Mstep: Class 11 contains 30645 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44377 members 
Mstep: Class 20 contains 24344 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441138.000000 Penalty: 25983.595703
Iteration 187Q: 14 clusters Score -2.644114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40095 members 
Mstep: Class 8 contains 24175 members 
Mstep: Class 9 contains 28519 members 
Mstep: Class 11 contains 30645 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44377 members 
Mstep: Class 20 contains 24345 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441146.000000 Penalty: 25983.595703
Iteration 188Q: 14 clusters Score -2.644115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40096 members 
Mstep: Class 8 contains 24172 members 
Mstep: Class 9 contains 28520 members 
Mstep: Class 11 contains 30646 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44376 members 
Mstep: Class 20 contains 24346 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441158.000000 Penalty: 25983.595703
Iteration 189Q: 14 clusters Score -2.644116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40098 members 
Mstep: Class 8 contains 24171 members 
Mstep: Class 9 contains 28522 members 
Mstep: Class 11 contains 30646 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44373 members 
Mstep: Class 20 contains 24346 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441144.000000 Penalty: 25983.595703
Iteration 190Q: 14 clusters Score -2.644114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40099 members 
Mstep: Class 8 contains 24170 members 
Mstep: Class 9 contains 28524 members 
Mstep: Class 11 contains 30646 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44371 members 
Mstep: Class 20 contains 24346 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441140.000000 Penalty: 25983.595703
Iteration 191Q: 14 clusters Score -2.644114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40100 members 
Mstep: Class 8 contains 24171 members 
Mstep: Class 9 contains 28526 members 
Mstep: Class 11 contains 30646 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44369 members 
Mstep: Class 20 contains 24344 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441142.000000 Penalty: 25983.595703
Iteration 192Q: 14 clusters Score -2.644114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40099 members 
Mstep: Class 8 contains 24174 members 
Mstep: Class 9 contains 28527 members 
Mstep: Class 11 contains 30645 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44367 members 
Mstep: Class 20 contains 24344 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441142.000000 Penalty: 25983.595703
Iteration 193Q: 14 clusters Score -2.644114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40098 members 
Mstep: Class 8 contains 24174 members 
Mstep: Class 9 contains 28526 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44370 members 
Mstep: Class 20 contains 24344 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441142.000000 Penalty: 25983.595703
Iteration 194Q: 14 clusters Score -2.644114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40099 members 
Mstep: Class 8 contains 24175 members 
Mstep: Class 9 contains 28526 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44368 members 
Mstep: Class 20 contains 24344 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441146.000000 Penalty: 25983.595703
Iteration 195Q: 14 clusters Score -2.644115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40101 members 
Mstep: Class 8 contains 24175 members 
Mstep: Class 9 contains 28526 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44366 members 
Mstep: Class 20 contains 24344 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441148.000000 Penalty: 25983.595703
Iteration 196Q: 14 clusters Score -2.644115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 40101 members 
Mstep: Class 8 contains 24175 members 
Mstep: Class 9 contains 28526 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44366 members 
Mstep: Class 20 contains 24344 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441148.000000 Penalty: 25983.595703
Iteration 197F: 14 clusters Score -2.644115e+07 nChanged 0
Entering ConstructFrom: 
Score: -26441148.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 2 (7075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Entering Unmasked Estep 
Score: -822663.250000 Penalty: 1440.452393
	Iteration 0F: 2 clusters Score -822663.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -817356.875000 Penalty: 2880.904785
	Iteration 0F: 3 clusters Score -817356.9 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -819042.812500 Penalty: 2880.904785
	Iteration 1F: 3 clusters Score -819042.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -819313.687500 Penalty: 2880.904785
	Iteration 2F: 3 clusters Score -819313.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -819592.125000 Penalty: 2880.904785
	Iteration 3F: 3 clusters Score -819592.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -819905.875000 Penalty: 2880.904785
	Iteration 4F: 3 clusters Score -819905.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -820160.937500 Penalty: 2880.904785
	Iteration 5F: 3 clusters Score -820160.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -820341.562500 Penalty: 2880.904785
	Iteration 6Q: 3 clusters Score -820341.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -820523.812500 Penalty: 2880.904785
	Iteration 7Q: 3 clusters Score -820523.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -820688.187500 Penalty: 2880.904785
	Iteration 8Q: 3 clusters Score -820688.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -820850.125000 Penalty: 2880.904785
	Iteration 9Q: 3 clusters Score -820850.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -820967.000000 Penalty: 2880.904785
	Iteration 10Q: 3 clusters Score -820967 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -821042.437500 Penalty: 2880.904785
	Iteration 11Q: 3 clusters Score -821042.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -821097.312500 Penalty: 2880.904785
	Iteration 12Q: 3 clusters Score -821097.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -821131.062500 Penalty: 2880.904785
	Iteration 13Q: 3 clusters Score -821131.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -821160.312500 Penalty: 2880.904785
	Iteration 14Q: 3 clusters Score -821160.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -821185.187500 Penalty: 2880.904785
	Iteration 15Q: 3 clusters Score -821185.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -821205.312500 Penalty: 2880.904785
	Iteration 16Q: 3 clusters Score -821205.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -821217.687500 Penalty: 2880.904785
	Iteration 17Q: 3 clusters Score -821217.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -821230.937500 Penalty: 2880.904785
	Iteration 18Q: 3 clusters Score -821230.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -821241.625000 Penalty: 2880.904785
	Iteration 19Q: 3 clusters Score -821241.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -821254.687500 Penalty: 2880.904785
	Iteration 20F: 3 clusters Score -821254.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -821263.937500 Penalty: 2880.904785
	Iteration 21Q: 3 clusters Score -821263.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -821274.750000 Penalty: 2880.904785
	Iteration 22Q: 3 clusters Score -821274.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -821282.187500 Penalty: 2880.904785
	Iteration 23Q: 3 clusters Score -821282.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -821291.562500 Penalty: 2880.904785
	Iteration 24Q: 3 clusters Score -821291.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -821305.687500 Penalty: 2880.904785
	Iteration 25Q: 3 clusters Score -821305.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -821324.875000 Penalty: 2880.904785
	Iteration 26Q: 3 clusters Score -821324.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -821342.062500 Penalty: 2880.904785
	Iteration 27Q: 3 clusters Score -821342.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -821354.687500 Penalty: 2880.904785
	Iteration 28Q: 3 clusters Score -821354.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -821372.375000 Penalty: 2880.904785
	Iteration 29Q: 3 clusters Score -821372.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -821394.187500 Penalty: 2880.904785
	Iteration 30Q: 3 clusters Score -821394.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -821414.312500 Penalty: 2880.904785
	Iteration 31Q: 3 clusters Score -821414.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -821433.750000 Penalty: 2880.904785
	Iteration 32Q: 3 clusters Score -821433.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -821451.312500 Penalty: 2880.904785
	Iteration 33Q: 3 clusters Score -821451.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -821473.875000 Penalty: 2880.904785
	Iteration 34Q: 3 clusters Score -821473.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -821505.812500 Penalty: 2880.904785
	Iteration 35Q: 3 clusters Score -821505.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -821545.437500 Penalty: 2880.904785
	Iteration 36Q: 3 clusters Score -821545.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -821593.187500 Penalty: 2880.904785
	Iteration 37Q: 3 clusters Score -821593.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -821663.062500 Penalty: 2880.904785
	Iteration 38Q: 3 clusters Score -821663.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -821757.125000 Penalty: 2880.904785
	Iteration 39Q: 3 clusters Score -821757.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -821856.500000 Penalty: 2880.904785
	Iteration 40F: 3 clusters Score -821856.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -821942.437500 Penalty: 2880.904785
	Iteration 41Q: 3 clusters Score -821942.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -821994.437500 Penalty: 2880.904785
	Iteration 42Q: 3 clusters Score -821994.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -822028.250000 Penalty: 2880.904785
	Iteration 43Q: 3 clusters Score -822028.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -822048.437500 Penalty: 2880.904785
	Iteration 44Q: 3 clusters Score -822048.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -822066.875000 Penalty: 2880.904785
	Iteration 45Q: 3 clusters Score -822066.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -822077.437500 Penalty: 2880.904785
	Iteration 46Q: 3 clusters Score -822077.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -822086.750000 Penalty: 2880.904785
	Iteration 47Q: 3 clusters Score -822086.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -822097.250000 Penalty: 2880.904785
	Iteration 48Q: 3 clusters Score -822097.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -822101.875000 Penalty: 2880.904785
	Iteration 49Q: 3 clusters Score -822101.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -822108.187500 Penalty: 2880.904785
	Iteration 50Q: 3 clusters Score -822108.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -822112.750000 Penalty: 2880.904785
	Iteration 51Q: 3 clusters Score -822112.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -822120.500000 Penalty: 2880.904785
	Iteration 52Q: 3 clusters Score -822120.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -822126.437500 Penalty: 2880.904785
	Iteration 53Q: 3 clusters Score -822126.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -822132.812500 Penalty: 2880.904785
	Iteration 54Q: 3 clusters Score -822132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -822135.187500 Penalty: 2880.904785
	Iteration 55Q: 3 clusters Score -822135.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -822139.937500 Penalty: 2880.904785
	Iteration 56Q: 3 clusters Score -822139.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -822142.875000 Penalty: 2880.904785
	Iteration 57Q: 3 clusters Score -822142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -822143.000000 Penalty: 2880.904785
	Iteration 58Q: 3 clusters Score -822143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -822143.750000 Penalty: 2880.904785
	Iteration 59Q: 3 clusters Score -822143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -822146.000000 Penalty: 2880.904785
	Iteration 60F: 3 clusters Score -822146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -822148.937500 Penalty: 2880.904785
	Iteration 61Q: 3 clusters Score -822148.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -822148.937500 Penalty: 2880.904785
	Iteration 62F: 3 clusters Score -822148.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Entering Unmasked Estep 
Score: -4842576.500000 Penalty: 1722.362915
	Iteration 0F: 2 clusters Score -4842576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -4818238.000000 Penalty: 3444.725830
	Iteration 0F: 3 clusters Score -4818238 nChanged 18693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -4829127.500000 Penalty: 3444.725830
	Iteration 1F: 3 clusters Score -4829128 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4830188.500000 Penalty: 3444.725830
	Iteration 2F: 3 clusters Score -4830188 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -4831557.000000 Penalty: 3444.725830
	Iteration 3F: 3 clusters Score -4831557 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -4833089.500000 Penalty: 3444.725830
	Iteration 4F: 3 clusters Score -4833090 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -4834754.000000 Penalty: 3444.725830
	Iteration 5F: 3 clusters Score -4834754 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -4836414.000000 Penalty: 3444.725830
	Iteration 6F: 3 clusters Score -4836414 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -4837944.000000 Penalty: 3444.725830
	Iteration 7F: 3 clusters Score -4837944 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -4839034.000000 Penalty: 3444.725830
	Iteration 8Q: 3 clusters Score -4839034 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -4839594.000000 Penalty: 3444.725830
	Iteration 9Q: 3 clusters Score -4839594 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -4839924.000000 Penalty: 3444.725830
	Iteration 10Q: 3 clusters Score -4839924 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -4840096.000000 Penalty: 3444.725830
	Iteration 11Q: 3 clusters Score -4840096 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4840221.000000 Penalty: 3444.725830
	Iteration 12Q: 3 clusters Score -4840221 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -4840299.000000 Penalty: 3444.725830
	Iteration 13Q: 3 clusters Score -4840299 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -4840353.000000 Penalty: 3444.725830
	Iteration 14Q: 3 clusters Score -4840353 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -4840456.500000 Penalty: 3444.725830
	Iteration 15Q: 3 clusters Score -4840456 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -4840520.000000 Penalty: 3444.725830
	Iteration 16Q: 3 clusters Score -4840520 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -4840592.500000 Penalty: 3444.725830
	Iteration 17Q: 3 clusters Score -4840592 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4840592.000000 Penalty: 3444.725830
	Iteration 18Q: 3 clusters Score -4840592 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4840646.500000 Penalty: 3444.725830
	Iteration 19Q: 3 clusters Score -4840646 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4840675.000000 Penalty: 3444.725830
	Iteration 20F: 3 clusters Score -4840675 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4840731.000000 Penalty: 3444.725830
	Iteration 21Q: 3 clusters Score -4840731 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -4840790.000000 Penalty: 3444.725830
	Iteration 22Q: 3 clusters Score -4840790 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -4840828.000000 Penalty: 3444.725830
	Iteration 23Q: 3 clusters Score -4840828 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4840874.500000 Penalty: 3444.725830
	Iteration 24Q: 3 clusters Score -4840874 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -4840911.000000 Penalty: 3444.725830
	Iteration 25Q: 3 clusters Score -4840911 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -4840916.000000 Penalty: 3444.725830
	Iteration 26Q: 3 clusters Score -4840916 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -4840951.000000 Penalty: 3444.725830
	Iteration 27Q: 3 clusters Score -4840951 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -4841019.500000 Penalty: 3444.725830
	Iteration 28Q: 3 clusters Score -4841020 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -4841077.000000 Penalty: 3444.725830
	Iteration 29Q: 3 clusters Score -4841077 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4841178.000000 Penalty: 3444.725830
	Iteration 30Q: 3 clusters Score -4841178 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -4841226.500000 Penalty: 3444.725830
	Iteration 31Q: 3 clusters Score -4841226 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -4841323.000000 Penalty: 3444.725830
	Iteration 32Q: 3 clusters Score -4841323 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4841393.500000 Penalty: 3444.725830
	Iteration 33Q: 3 clusters Score -4841394 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -4841453.000000 Penalty: 3444.725830
	Iteration 34Q: 3 clusters Score -4841453 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4841516.000000 Penalty: 3444.725830
	Iteration 35Q: 3 clusters Score -4841516 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4841593.000000 Penalty: 3444.725830
	Iteration 36Q: 3 clusters Score -4841593 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4841641.000000 Penalty: 3444.725830
	Iteration 37Q: 3 clusters Score -4841641 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4841654.500000 Penalty: 3444.725830
	Iteration 38Q: 3 clusters Score -4841654 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4841677.000000 Penalty: 3444.725830
	Iteration 39Q: 3 clusters Score -4841677 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -4841732.000000 Penalty: 3444.725830
	Iteration 40F: 3 clusters Score -4841732 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -4841782.500000 Penalty: 3444.725830
	Iteration 41Q: 3 clusters Score -4841782 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4841833.500000 Penalty: 3444.725830
	Iteration 42Q: 3 clusters Score -4841834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -4841863.500000 Penalty: 3444.725830
	Iteration 43Q: 3 clusters Score -4841864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -4841863.000000 Penalty: 3444.725830
	Iteration 44Q: 3 clusters Score -4841863 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4841894.500000 Penalty: 3444.725830
	Iteration 45Q: 3 clusters Score -4841894 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4841896.500000 Penalty: 3444.725830
	Iteration 46Q: 3 clusters Score -4841896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -4841958.000000 Penalty: 3444.725830
	Iteration 47Q: 3 clusters Score -4841958 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -4841989.000000 Penalty: 3444.725830
	Iteration 48Q: 3 clusters Score -4841989 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -4842003.000000 Penalty: 3444.725830
	Iteration 49Q: 3 clusters Score -4842003 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -4842024.500000 Penalty: 3444.725830
	Iteration 50Q: 3 clusters Score -4842024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4842044.000000 Penalty: 3444.725830
	Iteration 51Q: 3 clusters Score -4842044 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -4842052.000000 Penalty: 3444.725830
	Iteration 52Q: 3 clusters Score -4842052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -4842069.500000 Penalty: 3444.725830
	Iteration 53Q: 3 clusters Score -4842070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -4842087.000000 Penalty: 3444.725830
	Iteration 54Q: 3 clusters Score -4842087 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -4842094.000000 Penalty: 3444.725830
	Iteration 55Q: 3 clusters Score -4842094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -4842104.500000 Penalty: 3444.725830
	Iteration 56Q: 3 clusters Score -4842104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -4842120.500000 Penalty: 3444.725830
	Iteration 57Q: 3 clusters Score -4842120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -4842142.000000 Penalty: 3444.725830
	Iteration 58Q: 3 clusters Score -4842142 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -4842151.000000 Penalty: 3444.725830
	Iteration 59Q: 3 clusters Score -4842151 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4842154.000000 Penalty: 3444.725830
	Iteration 60F: 3 clusters Score -4842154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -4842180.500000 Penalty: 3444.725830
	Iteration 61Q: 3 clusters Score -4842180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -4842224.500000 Penalty: 3444.725830
	Iteration 62Q: 3 clusters Score -4842224 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -4842272.500000 Penalty: 3444.725830
	Iteration 63Q: 3 clusters Score -4842272 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -4842373.500000 Penalty: 3444.725830
	Iteration 64Q: 3 clusters Score -4842374 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -4842489.000000 Penalty: 3444.725830
	Iteration 65Q: 3 clusters Score -4842489 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -4842571.500000 Penalty: 3444.725830
	Iteration 66Q: 3 clusters Score -4842572 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -4842647.500000 Penalty: 3444.725830
	Iteration 67Q: 3 clusters Score -4842648 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -4842668.000000 Penalty: 3444.725830
	Iteration 68Q: 3 clusters Score -4842668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -4842697.500000 Penalty: 3444.725830
	Iteration 69Q: 3 clusters Score -4842698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4842712.000000 Penalty: 3444.725830
	Iteration 70Q: 3 clusters Score -4842712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -4842727.500000 Penalty: 3444.725830
	Iteration 71Q: 3 clusters Score -4842728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -4842730.500000 Penalty: 3444.725830
	Iteration 72Q: 3 clusters Score -4842730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -4842752.500000 Penalty: 3444.725830
	Iteration 73Q: 3 clusters Score -4842752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4842777.000000 Penalty: 3444.725830
	Iteration 74Q: 3 clusters Score -4842777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -4842779.500000 Penalty: 3444.725830
	Iteration 75Q: 3 clusters Score -4842780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -4842784.500000 Penalty: 3444.725830
	Iteration 76Q: 3 clusters Score -4842784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -4842796.000000 Penalty: 3444.725830
	Iteration 77Q: 3 clusters Score -4842796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -4842793.500000 Penalty: 3444.725830
	Iteration 78Q: 3 clusters Score -4842794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -4842793.500000 Penalty: 3444.725830
	Iteration 79Q: 3 clusters Score -4842794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -4842797.000000 Penalty: 3444.725830
	Iteration 80F: 3 clusters Score -4842797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -4842793.000000 Penalty: 3444.725830
	Iteration 81Q: 3 clusters Score -4842793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -4842797.500000 Penalty: 3444.725830
	Iteration 82Q: 3 clusters Score -4842798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -4842797.000000 Penalty: 3444.725830
	Iteration 83Q: 3 clusters Score -4842797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -4842797.500000 Penalty: 3444.725830
	Iteration 84Q: 3 clusters Score -4842798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -4842791.000000 Penalty: 3444.725830
	Iteration 85Q: 3 clusters Score -4842791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -4842791.000000 Penalty: 3444.725830
	Iteration 86F: 3 clusters Score -4842791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 5 contains 1924 members 
Mstep: Class 8 contains 24175 members 
Mstep: Class 9 contains 28526 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 44366 members 
Mstep: Class 20 contains 24344 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
Score: -26441008.000000 Penalty: 27982.333984
Splitting cluster 5 changes total score from -26441148.000000 to -26441008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (24175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Entering Unmasked Estep 
Score: -3027543.750000 Penalty: 1640.124634
	Iteration 0F: 2 clusters Score -3027544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3011581.000000 Penalty: 3280.249268
	Iteration 0F: 3 clusters Score -3011581 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3017571.250000 Penalty: 3280.249268
	Iteration 1F: 3 clusters Score -3017571 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3017960.750000 Penalty: 3280.249268
	Iteration 2Q: 3 clusters Score -3017961 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3018354.750000 Penalty: 3280.249268
	Iteration 3Q: 3 clusters Score -3018355 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3018778.250000 Penalty: 3280.249268
	Iteration 4Q: 3 clusters Score -3018778 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3019316.500000 Penalty: 3280.249268
	Iteration 5Q: 3 clusters Score -3019316 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3020093.500000 Penalty: 3280.249268
	Iteration 6F: 3 clusters Score -3020094 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3021048.250000 Penalty: 3280.249268
	Iteration 7F: 3 clusters Score -3021048 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3021873.250000 Penalty: 3280.249268
	Iteration 8F: 3 clusters Score -3021873 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3022504.000000 Penalty: 3280.249268
	Iteration 9Q: 3 clusters Score -3022504 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3022955.750000 Penalty: 3280.249268
	Iteration 10Q: 3 clusters Score -3022956 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3023217.750000 Penalty: 3280.249268
	Iteration 11Q: 3 clusters Score -3023218 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3023364.750000 Penalty: 3280.249268
	Iteration 12Q: 3 clusters Score -3023365 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3023428.750000 Penalty: 3280.249268
	Iteration 13Q: 3 clusters Score -3023429 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -3023473.750000 Penalty: 3280.249268
	Iteration 14Q: 3 clusters Score -3023474 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3023506.000000 Penalty: 3280.249268
	Iteration 15Q: 3 clusters Score -3023506 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3023541.250000 Penalty: 3280.249268
	Iteration 16Q: 3 clusters Score -3023541 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3023575.000000 Penalty: 3280.249268
	Iteration 17Q: 3 clusters Score -3023575 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3023610.000000 Penalty: 3280.249268
	Iteration 18Q: 3 clusters Score -3023610 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3023633.750000 Penalty: 3280.249268
	Iteration 19Q: 3 clusters Score -3023634 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3023704.250000 Penalty: 3280.249268
	Iteration 20F: 3 clusters Score -3023704 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3023789.750000 Penalty: 3280.249268
	Iteration 21Q: 3 clusters Score -3023790 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3023867.000000 Penalty: 3280.249268
	Iteration 22Q: 3 clusters Score -3023867 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3023995.250000 Penalty: 3280.249268
	Iteration 23Q: 3 clusters Score -3023995 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -3024128.750000 Penalty: 3280.249268
	Iteration 24Q: 3 clusters Score -3024129 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3024220.000000 Penalty: 3280.249268
	Iteration 25Q: 3 clusters Score -3024220 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3024372.000000 Penalty: 3280.249268
	Iteration 26Q: 3 clusters Score -3024372 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3024543.250000 Penalty: 3280.249268
	Iteration 27Q: 3 clusters Score -3024543 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3024683.500000 Penalty: 3280.249268
	Iteration 28Q: 3 clusters Score -3024684 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3024877.500000 Penalty: 3280.249268
	Iteration 29Q: 3 clusters Score -3024878 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3025054.250000 Penalty: 3280.249268
	Iteration 30Q: 3 clusters Score -3025054 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -3025231.250000 Penalty: 3280.249268
	Iteration 31Q: 3 clusters Score -3025231 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3025408.750000 Penalty: 3280.249268
	Iteration 32Q: 3 clusters Score -3025409 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3025560.750000 Penalty: 3280.249268
	Iteration 33Q: 3 clusters Score -3025561 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3025736.000000 Penalty: 3280.249268
	Iteration 34Q: 3 clusters Score -3025736 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3025843.250000 Penalty: 3280.249268
	Iteration 35Q: 3 clusters Score -3025843 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3025935.750000 Penalty: 3280.249268
	Iteration 36Q: 3 clusters Score -3025936 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3026031.500000 Penalty: 3280.249268
	Iteration 37Q: 3 clusters Score -3026032 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3026092.500000 Penalty: 3280.249268
	Iteration 38Q: 3 clusters Score -3026092 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3026143.500000 Penalty: 3280.249268
	Iteration 39Q: 3 clusters Score -3026144 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3026175.000000 Penalty: 3280.249268
	Iteration 40F: 3 clusters Score -3026175 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3026186.750000 Penalty: 3280.249268
	Iteration 41Q: 3 clusters Score -3026187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3026194.000000 Penalty: 3280.249268
	Iteration 42Q: 3 clusters Score -3026194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3026201.000000 Penalty: 3280.249268
	Iteration 43Q: 3 clusters Score -3026201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3026213.250000 Penalty: 3280.249268
	Iteration 44Q: 3 clusters Score -3026213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3026214.250000 Penalty: 3280.249268
	Iteration 45Q: 3 clusters Score -3026214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3026217.750000 Penalty: 3280.249268
	Iteration 46Q: 3 clusters Score -3026218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3026225.750000 Penalty: 3280.249268
	Iteration 47Q: 3 clusters Score -3026226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3026223.750000 Penalty: 3280.249268
	Iteration 48Q: 3 clusters Score -3026224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3026225.500000 Penalty: 3280.249268
	Iteration 49Q: 3 clusters Score -3026226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3026230.750000 Penalty: 3280.249268
	Iteration 50Q: 3 clusters Score -3026231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3026231.750000 Penalty: 3280.249268
	Iteration 51Q: 3 clusters Score -3026232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3026235.500000 Penalty: 3280.249268
	Iteration 52Q: 3 clusters Score -3026236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3026241.250000 Penalty: 3280.249268
	Iteration 53Q: 3 clusters Score -3026241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3026240.250000 Penalty: 3280.249268
	Iteration 54Q: 3 clusters Score -3026240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3026243.250000 Penalty: 3280.249268
	Iteration 55Q: 3 clusters Score -3026243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3026242.250000 Penalty: 3280.249268
	Iteration 56Q: 3 clusters Score -3026242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3026242.750000 Penalty: 3280.249268
	Iteration 57Q: 3 clusters Score -3026243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3026245.750000 Penalty: 3280.249268
	Iteration 58Q: 3 clusters Score -3026246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3026244.500000 Penalty: 3280.249268
	Iteration 59Q: 3 clusters Score -3026244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -3026243.500000 Penalty: 3280.249268
	Iteration 60F: 3 clusters Score -3026244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3026251.500000 Penalty: 3280.249268
	Iteration 61Q: 3 clusters Score -3026252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3026253.250000 Penalty: 3280.249268
	Iteration 62Q: 3 clusters Score -3026253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3026252.500000 Penalty: 3280.249268
	Iteration 63Q: 3 clusters Score -3026252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3026255.750000 Penalty: 3280.249268
	Iteration 64Q: 3 clusters Score -3026256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3026256.500000 Penalty: 3280.249268
	Iteration 65Q: 3 clusters Score -3026256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3026255.500000 Penalty: 3280.249268
	Iteration 66Q: 3 clusters Score -3026256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3026255.500000 Penalty: 3280.249268
	Iteration 67F: 3 clusters Score -3026256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Entering Unmasked Estep 
Score: -3464635.750000 Penalty: 1667.017944
	Iteration 0F: 2 clusters Score -3464636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3445683.250000 Penalty: 3334.035889
	Iteration 0F: 3 clusters Score -3445683 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3452981.500000 Penalty: 3334.035889
	Iteration 1F: 3 clusters Score -3452982 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3453278.000000 Penalty: 3334.035889
	Iteration 2Q: 3 clusters Score -3453278 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3453573.500000 Penalty: 3334.035889
	Iteration 3Q: 3 clusters Score -3453574 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3453863.250000 Penalty: 3334.035889
	Iteration 4Q: 3 clusters Score -3453863 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3454301.500000 Penalty: 3334.035889
	Iteration 5Q: 3 clusters Score -3454302 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3454929.250000 Penalty: 3334.035889
	Iteration 6Q: 3 clusters Score -3454929 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3456008.250000 Penalty: 3334.035889
	Iteration 7F: 3 clusters Score -3456008 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3457697.250000 Penalty: 3334.035889
	Iteration 8F: 3 clusters Score -3457697 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3459673.250000 Penalty: 3334.035889
	Iteration 9F: 3 clusters Score -3459673 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3461321.250000 Penalty: 3334.035889
	Iteration 10F: 3 clusters Score -3461321 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3462327.250000 Penalty: 3334.035889
	Iteration 11Q: 3 clusters Score -3462327 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3462760.750000 Penalty: 3334.035889
	Iteration 12Q: 3 clusters Score -3462761 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3462987.750000 Penalty: 3334.035889
	Iteration 13Q: 3 clusters Score -3462988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3463080.000000 Penalty: 3334.035889
	Iteration 14Q: 3 clusters Score -3463080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3463136.750000 Penalty: 3334.035889
	Iteration 15Q: 3 clusters Score -3463137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3463162.500000 Penalty: 3334.035889
	Iteration 16Q: 3 clusters Score -3463162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3463177.250000 Penalty: 3334.035889
	Iteration 17Q: 3 clusters Score -3463177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -3463184.750000 Penalty: 3334.035889
	Iteration 18Q: 3 clusters Score -3463185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3463188.750000 Penalty: 3334.035889
	Iteration 19Q: 3 clusters Score -3463189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3463193.250000 Penalty: 3334.035889
	Iteration 20F: 3 clusters Score -3463193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3463200.500000 Penalty: 3334.035889
	Iteration 21Q: 3 clusters Score -3463200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3463203.000000 Penalty: 3334.035889
	Iteration 22Q: 3 clusters Score -3463203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -3463201.750000 Penalty: 3334.035889
	Iteration 23Q: 3 clusters Score -3463202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3463208.500000 Penalty: 3334.035889
	Iteration 24Q: 3 clusters Score -3463208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3463207.000000 Penalty: 3334.035889
	Iteration 25Q: 3 clusters Score -3463207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3463207.000000 Penalty: 3334.035889
	Iteration 26F: 3 clusters Score -3463207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Entering Unmasked Estep 
Score: -3765065.500000 Penalty: 1678.656250
	Iteration 0F: 2 clusters Score -3765066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3746292.000000 Penalty: 3357.312500
	Iteration 0F: 3 clusters Score -3746292 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3754103.000000 Penalty: 3357.312500
	Iteration 1F: 3 clusters Score -3754103 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3754528.500000 Penalty: 3357.312500
	Iteration 2Q: 3 clusters Score -3754528 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3754960.000000 Penalty: 3357.312500
	Iteration 3Q: 3 clusters Score -3754960 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3755499.000000 Penalty: 3357.312500
	Iteration 4Q: 3 clusters Score -3755499 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3756263.000000 Penalty: 3357.312500
	Iteration 5F: 3 clusters Score -3756263 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3757423.500000 Penalty: 3357.312500
	Iteration 6F: 3 clusters Score -3757424 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3758996.750000 Penalty: 3357.312500
	Iteration 7F: 3 clusters Score -3758997 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3760510.750000 Penalty: 3357.312500
	Iteration 8F: 3 clusters Score -3760511 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3761648.250000 Penalty: 3357.312500
	Iteration 9F: 3 clusters Score -3761648 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3762453.000000 Penalty: 3357.312500
	Iteration 10Q: 3 clusters Score -3762453 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3762845.500000 Penalty: 3357.312500
	Iteration 11Q: 3 clusters Score -3762846 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3763162.000000 Penalty: 3357.312500
	Iteration 12Q: 3 clusters Score -3763162 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3763325.500000 Penalty: 3357.312500
	Iteration 13Q: 3 clusters Score -3763326 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3763442.250000 Penalty: 3357.312500
	Iteration 14Q: 3 clusters Score -3763442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3763505.750000 Penalty: 3357.312500
	Iteration 15Q: 3 clusters Score -3763506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3763549.000000 Penalty: 3357.312500
	Iteration 16Q: 3 clusters Score -3763549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3763581.500000 Penalty: 3357.312500
	Iteration 17Q: 3 clusters Score -3763582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3763611.500000 Penalty: 3357.312500
	Iteration 18Q: 3 clusters Score -3763612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3763619.000000 Penalty: 3357.312500
	Iteration 19Q: 3 clusters Score -3763619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3763627.750000 Penalty: 3357.312500
	Iteration 20F: 3 clusters Score -3763628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3763628.750000 Penalty: 3357.312500
	Iteration 21Q: 3 clusters Score -3763629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3763633.000000 Penalty: 3357.312500
	Iteration 22Q: 3 clusters Score -3763633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3763637.250000 Penalty: 3357.312500
	Iteration 23Q: 3 clusters Score -3763637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3763640.000000 Penalty: 3357.312500
	Iteration 24Q: 3 clusters Score -3763640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3763640.000000 Penalty: 3357.312500
	Iteration 25Q: 3 clusters Score -3763640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3763640.000000 Penalty: 3357.312500
	Iteration 26F: 3 clusters Score -3763640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Entering Unmasked Estep 
Score: -1437844.250000 Penalty: 1519.207886
	Iteration 0F: 2 clusters Score -1437844 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 5700 members 
Entering Unmasked Estep 
Score: -1429736.500000 Penalty: 3038.415771
	Iteration 0F: 3 clusters Score -1429736 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1432441.500000 Penalty: 3038.415771
	Iteration 1F: 3 clusters Score -1432442 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1432692.875000 Penalty: 3038.415771
	Iteration 2F: 3 clusters Score -1432693 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1432911.250000 Penalty: 3038.415771
	Iteration 3Q: 3 clusters Score -1432911 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1433129.000000 Penalty: 3038.415771
	Iteration 4Q: 3 clusters Score -1433129 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1433345.250000 Penalty: 3038.415771
	Iteration 5Q: 3 clusters Score -1433345 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1433619.000000 Penalty: 3038.415771
	Iteration 6Q: 3 clusters Score -1433619 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1433970.000000 Penalty: 3038.415771
	Iteration 7Q: 3 clusters Score -1433970 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1434400.750000 Penalty: 3038.415771
	Iteration 8F: 3 clusters Score -1434401 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1434904.750000 Penalty: 3038.415771
	Iteration 9F: 3 clusters Score -1434905 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1435423.375000 Penalty: 3038.415771
	Iteration 10F: 3 clusters Score -1435423 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1435796.000000 Penalty: 3038.415771
	Iteration 11Q: 3 clusters Score -1435796 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1436041.500000 Penalty: 3038.415771
	Iteration 12Q: 3 clusters Score -1436042 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1436202.875000 Penalty: 3038.415771
	Iteration 13Q: 3 clusters Score -1436203 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1436303.375000 Penalty: 3038.415771
	Iteration 14Q: 3 clusters Score -1436303 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1436360.750000 Penalty: 3038.415771
	Iteration 15Q: 3 clusters Score -1436361 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1436396.250000 Penalty: 3038.415771
	Iteration 16Q: 3 clusters Score -1436396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1436426.000000 Penalty: 3038.415771
	Iteration 17Q: 3 clusters Score -1436426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1436450.250000 Penalty: 3038.415771
	Iteration 18Q: 3 clusters Score -1436450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1436465.500000 Penalty: 3038.415771
	Iteration 19Q: 3 clusters Score -1436466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1436485.375000 Penalty: 3038.415771
	Iteration 20F: 3 clusters Score -1436485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1436498.625000 Penalty: 3038.415771
	Iteration 21Q: 3 clusters Score -1436499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1436506.500000 Penalty: 3038.415771
	Iteration 22Q: 3 clusters Score -1436506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1436508.250000 Penalty: 3038.415771
	Iteration 23Q: 3 clusters Score -1436508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1436508.750000 Penalty: 3038.415771
	Iteration 24Q: 3 clusters Score -1436509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1436512.000000 Penalty: 3038.415771
	Iteration 25Q: 3 clusters Score -1436512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1436513.500000 Penalty: 3038.415771
	Iteration 26Q: 3 clusters Score -1436514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1436513.750000 Penalty: 3038.415771
	Iteration 27Q: 3 clusters Score -1436514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1436517.250000 Penalty: 3038.415771
	Iteration 28Q: 3 clusters Score -1436517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1436519.500000 Penalty: 3038.415771
	Iteration 29Q: 3 clusters Score -1436520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1436520.375000 Penalty: 3038.415771
	Iteration 30Q: 3 clusters Score -1436520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1436521.750000 Penalty: 3038.415771
	Iteration 31Q: 3 clusters Score -1436522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1436523.125000 Penalty: 3038.415771
	Iteration 32Q: 3 clusters Score -1436523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1436525.500000 Penalty: 3038.415771
	Iteration 33Q: 3 clusters Score -1436526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1436525.875000 Penalty: 3038.415771
	Iteration 34Q: 3 clusters Score -1436526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1436526.375000 Penalty: 3038.415771
	Iteration 35Q: 3 clusters Score -1436526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1436526.625000 Penalty: 3038.415771
	Iteration 36Q: 3 clusters Score -1436527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1436527.375000 Penalty: 3038.415771
	Iteration 37Q: 3 clusters Score -1436527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1436531.375000 Penalty: 3038.415771
	Iteration 38Q: 3 clusters Score -1436531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1436530.625000 Penalty: 3038.415771
	Iteration 39Q: 3 clusters Score -1436531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1436530.500000 Penalty: 3038.415771
	Iteration 40F: 3 clusters Score -1436530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1436531.375000 Penalty: 3038.415771
	Iteration 41Q: 3 clusters Score -1436531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1436532.875000 Penalty: 3038.415771
	Iteration 42Q: 3 clusters Score -1436533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1436533.125000 Penalty: 3038.415771
	Iteration 43Q: 3 clusters Score -1436533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1436535.625000 Penalty: 3038.415771
	Iteration 44Q: 3 clusters Score -1436536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1436535.250000 Penalty: 3038.415771
	Iteration 45Q: 3 clusters Score -1436535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1436535.250000 Penalty: 3038.415771
	Iteration 46F: 3 clusters Score -1436535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Entering Unmasked Estep 
Score: -812088.125000 Penalty: 1430.995239
	Iteration 0F: 2 clusters Score -812088.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -807003.875000 Penalty: 2861.990479
	Iteration 0F: 3 clusters Score -807003.9 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -808466.437500 Penalty: 2861.990479
	Iteration 1F: 3 clusters Score -808466.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -808666.250000 Penalty: 2861.990479
	Iteration 2F: 3 clusters Score -808666.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -808811.625000 Penalty: 2861.990479
	Iteration 3Q: 3 clusters Score -808811.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -808940.562500 Penalty: 2861.990479
	Iteration 4Q: 3 clusters Score -808940.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -809073.875000 Penalty: 2861.990479
	Iteration 5Q: 3 clusters Score -809073.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -809201.187500 Penalty: 2861.990479
	Iteration 6Q: 3 clusters Score -809201.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -809334.562500 Penalty: 2861.990479
	Iteration 7Q: 3 clusters Score -809334.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -809486.687500 Penalty: 2861.990479
	Iteration 8Q: 3 clusters Score -809486.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -809663.625000 Penalty: 2861.990479
	Iteration 9Q: 3 clusters Score -809663.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -809864.125000 Penalty: 2861.990479
	Iteration 10Q: 3 clusters Score -809864.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -810037.937500 Penalty: 2861.990479
	Iteration 11Q: 3 clusters Score -810037.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -810205.187500 Penalty: 2861.990479
	Iteration 12Q: 3 clusters Score -810205.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -810337.625000 Penalty: 2861.990479
	Iteration 13Q: 3 clusters Score -810337.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -810465.375000 Penalty: 2861.990479
	Iteration 14Q: 3 clusters Score -810465.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -810563.812500 Penalty: 2861.990479
	Iteration 15Q: 3 clusters Score -810563.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -810633.375000 Penalty: 2861.990479
	Iteration 16Q: 3 clusters Score -810633.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -810684.312500 Penalty: 2861.990479
	Iteration 17Q: 3 clusters Score -810684.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -810725.250000 Penalty: 2861.990479
	Iteration 18Q: 3 clusters Score -810725.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -810765.687500 Penalty: 2861.990479
	Iteration 19Q: 3 clusters Score -810765.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -810791.687500 Penalty: 2861.990479
	Iteration 20F: 3 clusters Score -810791.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -810808.812500 Penalty: 2861.990479
	Iteration 21Q: 3 clusters Score -810808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -810820.375000 Penalty: 2861.990479
	Iteration 22Q: 3 clusters Score -810820.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -810828.062500 Penalty: 2861.990479
	Iteration 23Q: 3 clusters Score -810828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -810833.125000 Penalty: 2861.990479
	Iteration 24Q: 3 clusters Score -810833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -810835.437500 Penalty: 2861.990479
	Iteration 25Q: 3 clusters Score -810835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -810837.375000 Penalty: 2861.990479
	Iteration 26Q: 3 clusters Score -810837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -810838.812500 Penalty: 2861.990479
	Iteration 27Q: 3 clusters Score -810838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -810840.500000 Penalty: 2861.990479
	Iteration 28Q: 3 clusters Score -810840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -810842.750000 Penalty: 2861.990479
	Iteration 29Q: 3 clusters Score -810842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -810845.062500 Penalty: 2861.990479
	Iteration 30Q: 3 clusters Score -810845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -810845.187500 Penalty: 2861.990479
	Iteration 31Q: 3 clusters Score -810845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -810847.562500 Penalty: 2861.990479
	Iteration 32Q: 3 clusters Score -810847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -810849.125000 Penalty: 2861.990479
	Iteration 33Q: 3 clusters Score -810849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -810849.125000 Penalty: 2861.990479
	Iteration 34F: 3 clusters Score -810849.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -15137.180664 Penalty: 805.321899
	Iteration 0F: 2 clusters Score -15137.18 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 70 members 
Entering Unmasked Estep 
Score: -14505.306641 Penalty: 1610.643799
	Iteration 0F: 3 clusters Score -14505.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14592.071289 Penalty: 1610.643799
	Iteration 1F: 3 clusters Score -14592.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14600.627930 Penalty: 1610.643799
	Iteration 2Q: 3 clusters Score -14600.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14614.599609 Penalty: 1610.643799
	Iteration 3Q: 3 clusters Score -14614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14631.129883 Penalty: 1610.643799
	Iteration 4Q: 3 clusters Score -14631.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14650.622070 Penalty: 1610.643799
	Iteration 5Q: 3 clusters Score -14650.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14672.742188 Penalty: 1610.643799
	Iteration 6Q: 3 clusters Score -14672.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14683.304688 Penalty: 1610.643799
	Iteration 7Q: 3 clusters Score -14683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14688.007812 Penalty: 1610.643799
	Iteration 8Q: 3 clusters Score -14688.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14689.839844 Penalty: 1610.643799
	Iteration 9Q: 3 clusters Score -14689.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14692.979492 Penalty: 1610.643799
	Iteration 10Q: 3 clusters Score -14692.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14692.979492 Penalty: 1610.643799
	Iteration 11F: 3 clusters Score -14692.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -158507.687500 Penalty: 1173.191895
	Iteration 0F: 2 clusters Score -158507.7 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 668 members 
Entering Unmasked Estep 
Score: -156872.953125 Penalty: 2346.383789
	Iteration 0F: 3 clusters Score -156873 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -157177.859375 Penalty: 2346.383789
	Iteration 1F: 3 clusters Score -157177.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -157271.921875 Penalty: 2346.383789
	Iteration 2F: 3 clusters Score -157271.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -157300.078125 Penalty: 2346.383789
	Iteration 3Q: 3 clusters Score -157300.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -157329.015625 Penalty: 2346.383789
	Iteration 4Q: 3 clusters Score -157329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -157341.859375 Penalty: 2346.383789
	Iteration 5Q: 3 clusters Score -157341.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157346.625000 Penalty: 2346.383789
	Iteration 6Q: 3 clusters Score -157346.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157350.281250 Penalty: 2346.383789
	Iteration 7Q: 3 clusters Score -157350.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -157352.281250 Penalty: 2346.383789
	Iteration 8Q: 3 clusters Score -157352.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157355.390625 Penalty: 2346.383789
	Iteration 9Q: 3 clusters Score -157355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -157357.562500 Penalty: 2346.383789
	Iteration 10Q: 3 clusters Score -157357.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -157365.984375 Penalty: 2346.383789
	Iteration 11Q: 3 clusters Score -157366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -157370.703125 Penalty: 2346.383789
	Iteration 12Q: 3 clusters Score -157370.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -157374.968750 Penalty: 2346.383789
	Iteration 13Q: 3 clusters Score -157375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -157379.890625 Penalty: 2346.383789
	Iteration 14Q: 3 clusters Score -157379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -157383.250000 Penalty: 2346.383789
	Iteration 15Q: 3 clusters Score -157383.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -157385.671875 Penalty: 2346.383789
	Iteration 16Q: 3 clusters Score -157385.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -157385.671875 Penalty: 2346.383789
	Iteration 17F: 3 clusters Score -157385.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -54184.636719 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -54184.64 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 162 members 
Entering Unmasked Estep 
Score: -53277.992188 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -53277.99 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53393.273438 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -53393.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53432.070312 Penalty: 1888.620850
	Iteration 2Q: 3 clusters Score -53432.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53442.988281 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -53442.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53451.296875 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -53451.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53459.890625 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -53459.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53464.265625 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -53464.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53464.265625 Penalty: 1888.620850
	Iteration 7F: 3 clusters Score -53464.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Entering Unmasked Estep 
Score: -5402201.500000 Penalty: 1738.787109
	Iteration 0F: 2 clusters Score -5402202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -5377872.000000 Penalty: 3477.574219
	Iteration 0F: 3 clusters Score -5377872 nChanged 20751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5390563.000000 Penalty: 3477.574219
	Iteration 1F: 3 clusters Score -5390563 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -5391455.500000 Penalty: 3477.574219
	Iteration 2F: 3 clusters Score -5391456 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -5392288.000000 Penalty: 3477.574219
	Iteration 3F: 3 clusters Score -5392288 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -5393021.500000 Penalty: 3477.574219
	Iteration 4Q: 3 clusters Score -5393022 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -5393744.500000 Penalty: 3477.574219
	Iteration 5Q: 3 clusters Score -5393744 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -5394467.000000 Penalty: 3477.574219
	Iteration 6F: 3 clusters Score -5394467 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -5395130.500000 Penalty: 3477.574219
	Iteration 7F: 3 clusters Score -5395130 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -5395866.500000 Penalty: 3477.574219
	Iteration 8F: 3 clusters Score -5395866 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -5396920.000000 Penalty: 3477.574219
	Iteration 9F: 3 clusters Score -5396920 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -5398123.500000 Penalty: 3477.574219
	Iteration 10F: 3 clusters Score -5398124 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -5399421.000000 Penalty: 3477.574219
	Iteration 11Q: 3 clusters Score -5399421 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -5399792.000000 Penalty: 3477.574219
	Iteration 12Q: 3 clusters Score -5399792 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -5400063.000000 Penalty: 3477.574219
	Iteration 13Q: 3 clusters Score -5400063 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -5400313.500000 Penalty: 3477.574219
	Iteration 14Q: 3 clusters Score -5400314 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5400526.000000 Penalty: 3477.574219
	Iteration 15Q: 3 clusters Score -5400526 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -5400583.000000 Penalty: 3477.574219
	Iteration 16Q: 3 clusters Score -5400583 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -5400631.500000 Penalty: 3477.574219
	Iteration 17Q: 3 clusters Score -5400632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5400632.500000 Penalty: 3477.574219
	Iteration 18Q: 3 clusters Score -5400632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -5400630.000000 Penalty: 3477.574219
	Iteration 19Q: 3 clusters Score -5400630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -5400667.000000 Penalty: 3477.574219
	Iteration 20F: 3 clusters Score -5400667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -5400670.000000 Penalty: 3477.574219
	Iteration 21Q: 3 clusters Score -5400670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -5400665.500000 Penalty: 3477.574219
	Iteration 22Q: 3 clusters Score -5400666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -5400677.500000 Penalty: 3477.574219
	Iteration 23Q: 3 clusters Score -5400678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -5400687.000000 Penalty: 3477.574219
	Iteration 24Q: 3 clusters Score -5400687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -5400680.000000 Penalty: 3477.574219
	Iteration 25Q: 3 clusters Score -5400680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -5400683.000000 Penalty: 3477.574219
	Iteration 26Q: 3 clusters Score -5400683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5400684.500000 Penalty: 3477.574219
	Iteration 27Q: 3 clusters Score -5400684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -5400684.000000 Penalty: 3477.574219
	Iteration 28Q: 3 clusters Score -5400684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -5400689.500000 Penalty: 3477.574219
	Iteration 29Q: 3 clusters Score -5400690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -5400689.500000 Penalty: 3477.574219
	Iteration 30F: 3 clusters Score -5400690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Entering Unmasked Estep 
Score: -3062275.750000 Penalty: 1641.256592
	Iteration 0F: 2 clusters Score -3062276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3046177.500000 Penalty: 3282.513184
	Iteration 0F: 3 clusters Score -3046178 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3051958.500000 Penalty: 3282.513184
	Iteration 1F: 3 clusters Score -3051958 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3052287.250000 Penalty: 3282.513184
	Iteration 2Q: 3 clusters Score -3052287 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3052628.750000 Penalty: 3282.513184
	Iteration 3Q: 3 clusters Score -3052629 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3052990.500000 Penalty: 3282.513184
	Iteration 4Q: 3 clusters Score -3052990 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3053388.250000 Penalty: 3282.513184
	Iteration 5Q: 3 clusters Score -3053388 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3053902.750000 Penalty: 3282.513184
	Iteration 6Q: 3 clusters Score -3053903 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3054542.750000 Penalty: 3282.513184
	Iteration 7F: 3 clusters Score -3054543 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3055448.000000 Penalty: 3282.513184
	Iteration 8F: 3 clusters Score -3055448 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3056439.250000 Penalty: 3282.513184
	Iteration 9F: 3 clusters Score -3056439 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3057309.000000 Penalty: 3282.513184
	Iteration 10F: 3 clusters Score -3057309 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3058208.750000 Penalty: 3282.513184
	Iteration 11Q: 3 clusters Score -3058209 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3058895.750000 Penalty: 3282.513184
	Iteration 12Q: 3 clusters Score -3058896 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3059380.000000 Penalty: 3282.513184
	Iteration 13Q: 3 clusters Score -3059380 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3059745.750000 Penalty: 3282.513184
	Iteration 14Q: 3 clusters Score -3059746 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3060066.250000 Penalty: 3282.513184
	Iteration 15Q: 3 clusters Score -3060066 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3060314.000000 Penalty: 3282.513184
	Iteration 16Q: 3 clusters Score -3060314 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3060489.250000 Penalty: 3282.513184
	Iteration 17Q: 3 clusters Score -3060489 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3060651.000000 Penalty: 3282.513184
	Iteration 18Q: 3 clusters Score -3060651 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3060712.500000 Penalty: 3282.513184
	Iteration 19Q: 3 clusters Score -3060712 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3060762.000000 Penalty: 3282.513184
	Iteration 20F: 3 clusters Score -3060762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3060786.250000 Penalty: 3282.513184
	Iteration 21Q: 3 clusters Score -3060786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3060811.500000 Penalty: 3282.513184
	Iteration 22Q: 3 clusters Score -3060812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3060822.000000 Penalty: 3282.513184
	Iteration 23Q: 3 clusters Score -3060822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3060826.500000 Penalty: 3282.513184
	Iteration 24Q: 3 clusters Score -3060826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3060832.000000 Penalty: 3282.513184
	Iteration 25Q: 3 clusters Score -3060832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3060839.750000 Penalty: 3282.513184
	Iteration 26Q: 3 clusters Score -3060840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3060843.250000 Penalty: 3282.513184
	Iteration 27Q: 3 clusters Score -3060843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3060861.750000 Penalty: 3282.513184
	Iteration 28Q: 3 clusters Score -3060862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3060863.000000 Penalty: 3282.513184
	Iteration 29Q: 3 clusters Score -3060863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3060862.250000 Penalty: 3282.513184
	Iteration 30Q: 3 clusters Score -3060862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3060867.500000 Penalty: 3282.513184
	Iteration 31Q: 3 clusters Score -3060868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3060871.000000 Penalty: 3282.513184
	Iteration 32Q: 3 clusters Score -3060871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3060871.750000 Penalty: 3282.513184
	Iteration 33Q: 3 clusters Score -3060872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3060874.500000 Penalty: 3282.513184
	Iteration 34Q: 3 clusters Score -3060874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3060872.500000 Penalty: 3282.513184
	Iteration 35Q: 3 clusters Score -3060872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3060875.750000 Penalty: 3282.513184
	Iteration 36Q: 3 clusters Score -3060876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3060878.500000 Penalty: 3282.513184
	Iteration 37Q: 3 clusters Score -3060878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3060878.750000 Penalty: 3282.513184
	Iteration 38Q: 3 clusters Score -3060879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3060885.750000 Penalty: 3282.513184
	Iteration 39Q: 3 clusters Score -3060886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3060886.250000 Penalty: 3282.513184
	Iteration 40F: 3 clusters Score -3060886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -43443.523438 Penalty: 984.227417
	Iteration 0F: 2 clusters Score -43443.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42490.824219 Penalty: 1968.454834
	Iteration 0F: 3 clusters Score -42490.82 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42641.039062 Penalty: 1968.454834
	Iteration 1F: 3 clusters Score -42641.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42686.378906 Penalty: 1968.454834
	Iteration 2F: 3 clusters Score -42686.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42715.179688 Penalty: 1968.454834
	Iteration 3Q: 3 clusters Score -42715.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42733.636719 Penalty: 1968.454834
	Iteration 4Q: 3 clusters Score -42733.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42754.171875 Penalty: 1968.454834
	Iteration 5Q: 3 clusters Score -42754.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42763.871094 Penalty: 1968.454834
	Iteration 6Q: 3 clusters Score -42763.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42775.738281 Penalty: 1968.454834
	Iteration 7Q: 3 clusters Score -42775.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42784.914062 Penalty: 1968.454834
	Iteration 8Q: 3 clusters Score -42784.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42789.929688 Penalty: 1968.454834
	Iteration 9Q: 3 clusters Score -42789.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42796.070312 Penalty: 1968.454834
	Iteration 10Q: 3 clusters Score -42796.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42799.773438 Penalty: 1968.454834
	Iteration 11Q: 3 clusters Score -42799.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42803.730469 Penalty: 1968.454834
	Iteration 12Q: 3 clusters Score -42803.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42804.812500 Penalty: 1968.454834
	Iteration 13Q: 3 clusters Score -42804.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42806.398438 Penalty: 1968.454834
	Iteration 14Q: 3 clusters Score -42806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42815.496094 Penalty: 1968.454834
	Iteration 15Q: 3 clusters Score -42815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42825.144531 Penalty: 1968.454834
	Iteration 16Q: 3 clusters Score -42825.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42833.453125 Penalty: 1968.454834
	Iteration 17Q: 3 clusters Score -42833.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42847.945312 Penalty: 1968.454834
	Iteration 18Q: 3 clusters Score -42847.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42880.011719 Penalty: 1968.454834
	Iteration 19Q: 3 clusters Score -42880.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42931.164062 Penalty: 1968.454834
	Iteration 20F: 3 clusters Score -42931.16 nChanged 8
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: -42974.917969 Penalty: 1968.454834
	Iteration 21Q: 3 clusters Score -42974.92 nChanged 14
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: -43021.773438 Penalty: 1968.454834
	Iteration 22Q: 3 clusters Score -43021.77 nChanged 8
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: -43041.230469 Penalty: 1968.454834
	Iteration 23Q: 3 clusters Score -43041.23 nChanged 4
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: -43050.136719 Penalty: 1968.454834
	Iteration 24Q: 3 clusters Score -43050.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43053.605469 Penalty: 1968.454834
	Iteration 25Q: 3 clusters Score -43053.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43054.195312 Penalty: 1968.454834
	Iteration 26Q: 3 clusters Score -43054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43054.195312 Penalty: 1968.454834
	Iteration 27F: 3 clusters Score -43054.2 nChanged 0
--- Evaluating fit on full set of 659042 points ---
Entering Unmasked Estep 
Score: -79086616.000000 Penalty: 28304.419922
22->14 Clusters: Score -79086616.000000, best is -79362744.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 219680 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10007 members 
Mstep: Class 3 contains 9972 members 
Mstep: Class 4 contains 9946 members 
Mstep: Class 5 contains 9902 members 
Mstep: Class 6 contains 9962 members 
Mstep: Class 7 contains 10089 members 
Mstep: Class 8 contains 10022 members 
Mstep: Class 9 contains 10002 members 
Mstep: Class 10 contains 10051 members 
Mstep: Class 11 contains 9838 members 
Mstep: Class 12 contains 9936 members 
Mstep: Class 13 contains 10081 members 
Mstep: Class 14 contains 9978 members 
Mstep: Class 15 contains 9960 members 
Mstep: Class 16 contains 9925 members 
Mstep: Class 17 contains 9849 members 
Mstep: Class 18 contains 9913 members 
Mstep: Class 19 contains 9967 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 10048 members 
Mstep: Class 22 contains 10175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 46.360893 but Gain 1998.738281
Score: -25537198.000000 Penalty: 41973.500000
Iteration 0F: 22 clusters Score -2.55372e+07 nChanged 208548
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 2319 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 8197 members 
Mstep: Class 9 contains 9497 members 
Mstep: Class 11 contains 1809 members 
Mstep: Class 12 contains 13273 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 3876 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 59073 members 
Mstep: Class 18 contains 3471 members 
Mstep: Class 19 contains 90544 members 
Mstep: Class 20 contains 6947 members 
Mstep: Class 21 contains 2069 members 
Mstep: Class 22 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 166.840881 but Gain 1998.738281
Score: -26125182.000000 Penalty: 39974.761719
Iteration 1F: 21 clusters Score -2.612518e+07 nChanged 53569
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 463 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 433 members 
Mstep: Class 5 contains 3497 members 
Mstep: Class 6 contains 1533 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 6920 members 
Mstep: Class 9 contains 8986 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 14026 members 
Mstep: Class 14 contains 559 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 63854 members 
Mstep: Class 18 contains 1310 members 
Mstep: Class 19 contains 97300 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 1844 members 
Mstep: Class 22 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 234.175369 but Gain 1998.738281
Score: -26196136.000000 Penalty: 37976.023438
Iteration 2F: 20 clusters Score -2.619614e+07 nChanged 36986
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 357 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 459 members 
Mstep: Class 5 contains 2954 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 569 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 9524 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 16821 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 8682 members 
Mstep: Class 16 contains 1074 members 
Mstep: Class 17 contains 58573 members 
Mstep: Class 18 contains 669 members 
Mstep: Class 19 contains 100093 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 545.440369 but Gain 1998.738281
Score: -26241330.000000 Penalty: 35977.285156
Iteration 3F: 19 clusters Score -2.624133e+07 nChanged 30475
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 1386 members 
Mstep: Class 4 contains 568 members 
Mstep: Class 5 contains 2753 members 
Mstep: Class 6 contains 1503 members 
Mstep: Class 7 contains 443 members 
Mstep: Class 8 contains 8361 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 11 contains 917 members 
Mstep: Class 12 contains 21570 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 10209 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 17 contains 52717 members 
Mstep: Class 19 contains 99742 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 517.874146 but Gain 1998.738281
Score: -26275900.000000 Penalty: 33978.546875
Iteration 4F: 18 clusters Score -2.62759e+07 nChanged 25420
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 279 members 
Mstep: Class 3 contains 1460 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 2643 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 8 contains 9860 members 
Mstep: Class 9 contains 10511 members 
Mstep: Class 11 contains 788 members 
Mstep: Class 12 contains 28464 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 11055 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 48367 members 
Mstep: Class 19 contains 95711 members 
Mstep: Class 20 contains 3616 members 
Mstep: Class 21 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 629.320923 but Gain 1998.738281
Score: -26304700.000000 Penalty: 31979.808594
Iteration 5F: 17 clusters Score -2.63047e+07 nChanged 23200
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 233 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 920 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 1527 members 
Mstep: Class 8 contains 12048 members 
Mstep: Class 9 contains 10690 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 37681 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 11580 members 
Mstep: Class 16 contains 817 members 
Mstep: Class 17 contains 44242 members 
Mstep: Class 19 contains 89281 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 547.857300 but Gain 1998.736328
Score: -26329468.000000 Penalty: 29981.072266
Iteration 6F: 16 clusters Score -2.632947e+07 nChanged 22303
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 1179 members 
Mstep: Class 5 contains 2476 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 8 contains 14799 members 
Mstep: Class 9 contains 10740 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 47929 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 11887 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 40458 members 
Mstep: Class 19 contains 80947 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 891.056335 but Gain 1998.738281
Score: -26339172.000000 Penalty: 27982.333984
Iteration 7F: 15 clusters Score -2.633917e+07 nChanged 22704
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 3 contains 1486 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2360 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 8 contains 19128 members 
Mstep: Class 9 contains 12149 members 
Mstep: Class 12 contains 50974 members 
Mstep: Class 14 contains 491 members 
Mstep: Class 15 contains 11993 members 
Mstep: Class 16 contains 463 members 
Mstep: Class 17 contains 38721 members 
Mstep: Class 19 contains 75088 members 
Mstep: Class 20 contains 1745 members 
Mstep: Class 21 contains 2385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26353754.000000 Penalty: 27982.333984
Iteration 8F: 15 clusters Score -2.635375e+07 nChanged 16664
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 3 contains 1533 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 8 contains 24705 members 
Mstep: Class 9 contains 13943 members 
Mstep: Class 12 contains 49179 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 12127 members 
Mstep: Class 16 contains 383 members 
Mstep: Class 17 contains 38833 members 
Mstep: Class 19 contains 69781 members 
Mstep: Class 20 contains 1539 members 
Mstep: Class 21 contains 2344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1955.141602 but Gain 1998.738281
Score: -26369924.000000 Penalty: 25983.595703
Iteration 9F: 14 clusters Score -2.636992e+07 nChanged 15712
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 8 contains 31421 members 
Mstep: Class 9 contains 15651 members 
Mstep: Class 12 contains 47381 members 
Mstep: Class 14 contains 481 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 39098 members 
Mstep: Class 19 contains 64298 members 
Mstep: Class 21 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26384932.000000 Penalty: 25983.595703
Iteration 10F: 14 clusters Score -2.638493e+07 nChanged 13417
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 1829 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 8 contains 38382 members 
Mstep: Class 9 contains 17016 members 
Mstep: Class 12 contains 44685 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 334 members 
Mstep: Class 17 contains 38982 members 
Mstep: Class 19 contains 58683 members 
Mstep: Class 21 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26394564.000000 Penalty: 25983.595703
Iteration 11F: 14 clusters Score -2.639456e+07 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 1291 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 8 contains 44659 members 
Mstep: Class 9 contains 18125 members 
Mstep: Class 12 contains 42090 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 331 members 
Mstep: Class 17 contains 38635 members 
Mstep: Class 19 contains 54082 members 
Mstep: Class 21 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26396310.000000 Penalty: 25983.595703
Iteration 12F: 14 clusters Score -2.639631e+07 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 2387 members 
Mstep: Class 4 contains 1317 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 8 contains 47410 members 
Mstep: Class 9 contains 19080 members 
Mstep: Class 12 contains 40681 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 11972 members 
Mstep: Class 16 contains 330 members 
Mstep: Class 17 contains 38401 members 
Mstep: Class 19 contains 51801 members 
Mstep: Class 21 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26398228.000000 Penalty: 25983.595703
Iteration 13Q: 14 clusters Score -2.639823e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 8 contains 47651 members 
Mstep: Class 9 contains 19887 members 
Mstep: Class 12 contains 40817 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 11730 members 
Mstep: Class 16 contains 328 members 
Mstep: Class 17 contains 38274 members 
Mstep: Class 19 contains 50401 members 
Mstep: Class 21 contains 2399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26400792.000000 Penalty: 25983.595703
Iteration 14Q: 14 clusters Score -2.640079e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 3215 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 8 contains 47385 members 
Mstep: Class 9 contains 20735 members 
Mstep: Class 12 contains 41298 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 11531 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 38143 members 
Mstep: Class 19 contains 49131 members 
Mstep: Class 21 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26402696.000000 Penalty: 25983.595703
Iteration 15Q: 14 clusters Score -2.64027e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 3614 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 8 contains 47164 members 
Mstep: Class 9 contains 21777 members 
Mstep: Class 12 contains 41395 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 11371 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 38064 members 
Mstep: Class 19 contains 47948 members 
Mstep: Class 21 contains 2480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26404306.000000 Penalty: 25983.595703
Iteration 16Q: 14 clusters Score -2.640431e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 8 contains 47100 members 
Mstep: Class 9 contains 22843 members 
Mstep: Class 12 contains 41143 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 11181 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 37971 members 
Mstep: Class 19 contains 46957 members 
Mstep: Class 21 contains 2510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26406120.000000 Penalty: 25983.595703
Iteration 17Q: 14 clusters Score -2.640612e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 1367 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 8 contains 47104 members 
Mstep: Class 9 contains 24015 members 
Mstep: Class 12 contains 40607 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 10982 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 37852 members 
Mstep: Class 19 contains 46116 members 
Mstep: Class 21 contains 2512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26407754.000000 Penalty: 25983.595703
Iteration 18Q: 14 clusters Score -2.640775e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 4794 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 2734 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 8 contains 47025 members 
Mstep: Class 9 contains 25276 members 
Mstep: Class 12 contains 39971 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 10854 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 37707 members 
Mstep: Class 19 contains 45379 members 
Mstep: Class 21 contains 2505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26409432.000000 Penalty: 25983.595703
Iteration 19Q: 14 clusters Score -2.640943e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 8 contains 46813 members 
Mstep: Class 9 contains 26694 members 
Mstep: Class 12 contains 39250 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 10766 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 37529 members 
Mstep: Class 19 contains 44732 members 
Mstep: Class 21 contains 2499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26411456.000000 Penalty: 25983.595703
Iteration 20F: 14 clusters Score -2.641146e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 2973 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 8 contains 46516 members 
Mstep: Class 9 contains 28351 members 
Mstep: Class 12 contains 38382 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 10630 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 37327 members 
Mstep: Class 19 contains 44093 members 
Mstep: Class 21 contains 2476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26412988.000000 Penalty: 25983.595703
Iteration 21Q: 14 clusters Score -2.641299e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 5735 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 3080 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 8 contains 46146 members 
Mstep: Class 9 contains 30395 members 
Mstep: Class 12 contains 37225 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 10502 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 37109 members 
Mstep: Class 19 contains 43495 members 
Mstep: Class 21 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26414670.000000 Penalty: 25983.595703
Iteration 22Q: 14 clusters Score -2.641467e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 5996 members 
Mstep: Class 4 contains 1393 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 8 contains 45644 members 
Mstep: Class 9 contains 32872 members 
Mstep: Class 12 contains 35663 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 10381 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 36874 members 
Mstep: Class 19 contains 43023 members 
Mstep: Class 21 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26416660.000000 Penalty: 25983.595703
Iteration 23Q: 14 clusters Score -2.641666e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 6266 members 
Mstep: Class 4 contains 1400 members 
Mstep: Class 5 contains 3343 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 8 contains 45019 members 
Mstep: Class 9 contains 35775 members 
Mstep: Class 12 contains 33794 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 10266 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 36578 members 
Mstep: Class 19 contains 42596 members 
Mstep: Class 21 contains 2395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26419064.000000 Penalty: 25983.595703
Iteration 24Q: 14 clusters Score -2.641906e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 6483 members 
Mstep: Class 4 contains 1408 members 
Mstep: Class 5 contains 3493 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 8 contains 44330 members 
Mstep: Class 9 contains 38939 members 
Mstep: Class 12 contains 31787 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 10173 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 36230 members 
Mstep: Class 19 contains 42181 members 
Mstep: Class 21 contains 2363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26420904.000000 Penalty: 25983.595703
Iteration 25Q: 14 clusters Score -2.64209e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 1418 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 8 contains 43709 members 
Mstep: Class 9 contains 41913 members 
Mstep: Class 12 contains 29873 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 10078 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 35819 members 
Mstep: Class 19 contains 41850 members 
Mstep: Class 21 contains 2338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26419604.000000 Penalty: 25983.595703
Iteration 26Q: 14 clusters Score -2.64196e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 6853 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 3896 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 8 contains 43290 members 
Mstep: Class 9 contains 43859 members 
Mstep: Class 12 contains 28499 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 9999 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 35489 members 
Mstep: Class 19 contains 41713 members 
Mstep: Class 21 contains 2307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26417276.000000 Penalty: 25983.595703
Iteration 27Q: 14 clusters Score -2.641728e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 7011 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 8 contains 43551 members 
Mstep: Class 9 contains 43329 members 
Mstep: Class 12 contains 28301 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 9944 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 35297 members 
Mstep: Class 19 contains 42074 members 
Mstep: Class 21 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26418108.000000 Penalty: 25983.595703
Iteration 28Q: 14 clusters Score -2.641811e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 7173 members 
Mstep: Class 4 contains 1415 members 
Mstep: Class 5 contains 4371 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 8 contains 43892 members 
Mstep: Class 9 contains 42276 members 
Mstep: Class 12 contains 28656 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 35103 members 
Mstep: Class 19 contains 42289 members 
Mstep: Class 21 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26419632.000000 Penalty: 25983.595703
Iteration 29Q: 14 clusters Score -2.641963e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 7325 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 4644 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 8 contains 44019 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 12 contains 29208 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 9843 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 34877 members 
Mstep: Class 19 contains 42280 members 
Mstep: Class 21 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26420848.000000 Penalty: 25983.595703
Iteration 30Q: 14 clusters Score -2.642085e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 7463 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 4924 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 8 contains 43932 members 
Mstep: Class 9 contains 40888 members 
Mstep: Class 12 contains 29926 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 9819 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 34595 members 
Mstep: Class 19 contains 42139 members 
Mstep: Class 21 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26421962.000000 Penalty: 25983.595703
Iteration 31Q: 14 clusters Score -2.642196e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 7577 members 
Mstep: Class 4 contains 1407 members 
Mstep: Class 5 contains 5180 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 8 contains 43733 members 
Mstep: Class 9 contains 40462 members 
Mstep: Class 12 contains 30722 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 9794 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 34295 members 
Mstep: Class 19 contains 41948 members 
Mstep: Class 21 contains 2204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26422800.000000 Penalty: 25983.595703
Iteration 32Q: 14 clusters Score -2.64228e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 7687 members 
Mstep: Class 4 contains 1407 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 8 contains 43515 members 
Mstep: Class 9 contains 40162 members 
Mstep: Class 12 contains 31521 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 9763 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 33929 members 
Mstep: Class 19 contains 41690 members 
Mstep: Class 21 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26423768.000000 Penalty: 25983.595703
Iteration 33Q: 14 clusters Score -2.642377e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 7787 members 
Mstep: Class 4 contains 1404 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 8 contains 43285 members 
Mstep: Class 9 contains 39916 members 
Mstep: Class 12 contains 32341 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 33530 members 
Mstep: Class 19 contains 41414 members 
Mstep: Class 21 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26424682.000000 Penalty: 25983.595703
Iteration 34Q: 14 clusters Score -2.642468e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 1404 members 
Mstep: Class 5 contains 6071 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 8 contains 43053 members 
Mstep: Class 9 contains 39727 members 
Mstep: Class 12 contains 33169 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 9715 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 33083 members 
Mstep: Class 19 contains 41125 members 
Mstep: Class 21 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26425518.000000 Penalty: 25983.595703
Iteration 35Q: 14 clusters Score -2.642552e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 7918 members 
Mstep: Class 4 contains 1407 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 1608 members 
Mstep: Class 8 contains 42836 members 
Mstep: Class 9 contains 39623 members 
Mstep: Class 12 contains 33922 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 9715 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 32667 members 
Mstep: Class 19 contains 40834 members 
Mstep: Class 21 contains 2070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26426374.000000 Penalty: 25983.595703
Iteration 36Q: 14 clusters Score -2.642637e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 7999 members 
Mstep: Class 4 contains 1403 members 
Mstep: Class 5 contains 6530 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 8 contains 42664 members 
Mstep: Class 9 contains 39532 members 
Mstep: Class 12 contains 34587 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 9704 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 32258 members 
Mstep: Class 19 contains 40591 members 
Mstep: Class 21 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26426894.000000 Penalty: 25983.595703
Iteration 37Q: 14 clusters Score -2.642689e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 8071 members 
Mstep: Class 4 contains 1407 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 8 contains 42511 members 
Mstep: Class 9 contains 39490 members 
Mstep: Class 12 contains 35108 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 9690 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 31890 members 
Mstep: Class 19 contains 40387 members 
Mstep: Class 21 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26427448.000000 Penalty: 25983.595703
Iteration 38Q: 14 clusters Score -2.642745e+07 nChanged 1675
Entering ConstructFrom: 
Score: -26427448.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 3 (8139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Entering Unmasked Estep 
Score: -997466.625000 Penalty: 1463.218628
	Iteration 0F: 2 clusters Score -997466.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -991422.000000 Penalty: 2926.437256
	Iteration 0F: 3 clusters Score -991422 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -993246.312500 Penalty: 2926.437256
	Iteration 1F: 3 clusters Score -993246.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -993462.687500 Penalty: 2926.437256
	Iteration 2F: 3 clusters Score -993462.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -993609.750000 Penalty: 2926.437256
	Iteration 3Q: 3 clusters Score -993609.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -993712.437500 Penalty: 2926.437256
	Iteration 4Q: 3 clusters Score -993712.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -993805.312500 Penalty: 2926.437256
	Iteration 5Q: 3 clusters Score -993805.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -993898.625000 Penalty: 2926.437256
	Iteration 6Q: 3 clusters Score -993898.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -993981.687500 Penalty: 2926.437256
	Iteration 7Q: 3 clusters Score -993981.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -994080.750000 Penalty: 2926.437256
	Iteration 8Q: 3 clusters Score -994080.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -994206.875000 Penalty: 2926.437256
	Iteration 9Q: 3 clusters Score -994206.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -994378.500000 Penalty: 2926.437256
	Iteration 10Q: 3 clusters Score -994378.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -994595.250000 Penalty: 2926.437256
	Iteration 11Q: 3 clusters Score -994595.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -994826.875000 Penalty: 2926.437256
	Iteration 12Q: 3 clusters Score -994826.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -995096.375000 Penalty: 2926.437256
	Iteration 13Q: 3 clusters Score -995096.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -995365.750000 Penalty: 2926.437256
	Iteration 14Q: 3 clusters Score -995365.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -995568.687500 Penalty: 2926.437256
	Iteration 15Q: 3 clusters Score -995568.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -995730.187500 Penalty: 2926.437256
	Iteration 16Q: 3 clusters Score -995730.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -995849.000000 Penalty: 2926.437256
	Iteration 17Q: 3 clusters Score -995849 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -995950.062500 Penalty: 2926.437256
	Iteration 18Q: 3 clusters Score -995950.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -996023.312500 Penalty: 2926.437256
	Iteration 19Q: 3 clusters Score -996023.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -996078.687500 Penalty: 2926.437256
	Iteration 20F: 3 clusters Score -996078.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -996116.125000 Penalty: 2926.437256
	Iteration 21Q: 3 clusters Score -996116.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -996151.562500 Penalty: 2926.437256
	Iteration 22Q: 3 clusters Score -996151.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -996174.687500 Penalty: 2926.437256
	Iteration 23Q: 3 clusters Score -996174.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -996198.500000 Penalty: 2926.437256
	Iteration 24Q: 3 clusters Score -996198.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -996214.125000 Penalty: 2926.437256
	Iteration 25Q: 3 clusters Score -996214.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -996220.125000 Penalty: 2926.437256
	Iteration 26Q: 3 clusters Score -996220.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -996227.875000 Penalty: 2926.437256
	Iteration 27Q: 3 clusters Score -996227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -996232.937500 Penalty: 2926.437256
	Iteration 28Q: 3 clusters Score -996232.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -996235.875000 Penalty: 2926.437256
	Iteration 29Q: 3 clusters Score -996235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -996237.187500 Penalty: 2926.437256
	Iteration 30Q: 3 clusters Score -996237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -996237.187500 Penalty: 2926.437256
	Iteration 31F: 3 clusters Score -996237.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -161870.687500 Penalty: 1177.766357
	Iteration 0F: 2 clusters Score -161870.7 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 718 members 
Entering Unmasked Estep 
Score: -160170.421875 Penalty: 2355.532715
	Iteration 0F: 3 clusters Score -160170.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -160486.312500 Penalty: 2355.532715
	Iteration 1F: 3 clusters Score -160486.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -160561.578125 Penalty: 2355.532715
	Iteration 2F: 3 clusters Score -160561.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -160611.406250 Penalty: 2355.532715
	Iteration 3Q: 3 clusters Score -160611.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160648.578125 Penalty: 2355.532715
	Iteration 4Q: 3 clusters Score -160648.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -160666.703125 Penalty: 2355.532715
	Iteration 5Q: 3 clusters Score -160666.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -160684.796875 Penalty: 2355.532715
	Iteration 6Q: 3 clusters Score -160684.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -160697.796875 Penalty: 2355.532715
	Iteration 7Q: 3 clusters Score -160697.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -160707.296875 Penalty: 2355.532715
	Iteration 8Q: 3 clusters Score -160707.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160717.703125 Penalty: 2355.532715
	Iteration 9Q: 3 clusters Score -160717.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -160724.875000 Penalty: 2355.532715
	Iteration 10Q: 3 clusters Score -160724.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -160734.234375 Penalty: 2355.532715
	Iteration 11Q: 3 clusters Score -160734.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -160742.062500 Penalty: 2355.532715
	Iteration 12Q: 3 clusters Score -160742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -160749.437500 Penalty: 2355.532715
	Iteration 13Q: 3 clusters Score -160749.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -160758.656250 Penalty: 2355.532715
	Iteration 14Q: 3 clusters Score -160758.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -160770.406250 Penalty: 2355.532715
	Iteration 15Q: 3 clusters Score -160770.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -160783.671875 Penalty: 2355.532715
	Iteration 16Q: 3 clusters Score -160783.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -160796.953125 Penalty: 2355.532715
	Iteration 17Q: 3 clusters Score -160797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -160808.906250 Penalty: 2355.532715
	Iteration 18Q: 3 clusters Score -160808.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -160833.953125 Penalty: 2355.532715
	Iteration 19Q: 3 clusters Score -160834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -160848.015625 Penalty: 2355.532715
	Iteration 20F: 3 clusters Score -160848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -160866.843750 Penalty: 2355.532715
	Iteration 21Q: 3 clusters Score -160866.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -160897.531250 Penalty: 2355.532715
	Iteration 22Q: 3 clusters Score -160897.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -160929.703125 Penalty: 2355.532715
	Iteration 23Q: 3 clusters Score -160929.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -160960.343750 Penalty: 2355.532715
	Iteration 24Q: 3 clusters Score -160960.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -160988.656250 Penalty: 2355.532715
	Iteration 25Q: 3 clusters Score -160988.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -161018.421875 Penalty: 2355.532715
	Iteration 26Q: 3 clusters Score -161018.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -161051.718750 Penalty: 2355.532715
	Iteration 27Q: 3 clusters Score -161051.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -161079.453125 Penalty: 2355.532715
	Iteration 28Q: 3 clusters Score -161079.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -161096.390625 Penalty: 2355.532715
	Iteration 29Q: 3 clusters Score -161096.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -161111.890625 Penalty: 2355.532715
	Iteration 30Q: 3 clusters Score -161111.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -161117.312500 Penalty: 2355.532715
	Iteration 31Q: 3 clusters Score -161117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -161122.281250 Penalty: 2355.532715
	Iteration 32Q: 3 clusters Score -161122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -161124.031250 Penalty: 2355.532715
	Iteration 33Q: 3 clusters Score -161124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -161125.578125 Penalty: 2355.532715
	Iteration 34Q: 3 clusters Score -161125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -161126.500000 Penalty: 2355.532715
	Iteration 35Q: 3 clusters Score -161126.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -161127.609375 Penalty: 2355.532715
	Iteration 36Q: 3 clusters Score -161127.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -161127.609375 Penalty: 2355.532715
	Iteration 37F: 3 clusters Score -161127.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Entering Unmasked Estep 
Score: -877091.875000 Penalty: 1438.185791
	Iteration 0F: 2 clusters Score -877091.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -871838.937500 Penalty: 2876.371582
	Iteration 0F: 3 clusters Score -871838.9 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -873404.750000 Penalty: 2876.371582
	Iteration 1F: 3 clusters Score -873404.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -873590.125000 Penalty: 2876.371582
	Iteration 2F: 3 clusters Score -873590.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -873715.125000 Penalty: 2876.371582
	Iteration 3Q: 3 clusters Score -873715.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -873850.500000 Penalty: 2876.371582
	Iteration 4Q: 3 clusters Score -873850.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -873971.625000 Penalty: 2876.371582
	Iteration 5Q: 3 clusters Score -873971.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -874086.625000 Penalty: 2876.371582
	Iteration 6Q: 3 clusters Score -874086.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -874214.312500 Penalty: 2876.371582
	Iteration 7Q: 3 clusters Score -874214.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -874353.500000 Penalty: 2876.371582
	Iteration 8Q: 3 clusters Score -874353.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -874509.500000 Penalty: 2876.371582
	Iteration 9Q: 3 clusters Score -874509.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -874708.812500 Penalty: 2876.371582
	Iteration 10Q: 3 clusters Score -874708.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -874936.625000 Penalty: 2876.371582
	Iteration 11Q: 3 clusters Score -874936.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -875170.687500 Penalty: 2876.371582
	Iteration 12Q: 3 clusters Score -875170.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -875367.125000 Penalty: 2876.371582
	Iteration 13Q: 3 clusters Score -875367.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -875519.187500 Penalty: 2876.371582
	Iteration 14Q: 3 clusters Score -875519.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -875614.125000 Penalty: 2876.371582
	Iteration 15Q: 3 clusters Score -875614.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -875696.062500 Penalty: 2876.371582
	Iteration 16Q: 3 clusters Score -875696.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -875737.062500 Penalty: 2876.371582
	Iteration 17Q: 3 clusters Score -875737.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -875766.312500 Penalty: 2876.371582
	Iteration 18Q: 3 clusters Score -875766.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -875784.125000 Penalty: 2876.371582
	Iteration 19Q: 3 clusters Score -875784.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -875800.937500 Penalty: 2876.371582
	Iteration 20F: 3 clusters Score -875800.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -875816.625000 Penalty: 2876.371582
	Iteration 21Q: 3 clusters Score -875816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -875824.312500 Penalty: 2876.371582
	Iteration 22Q: 3 clusters Score -875824.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -875829.000000 Penalty: 2876.371582
	Iteration 23Q: 3 clusters Score -875829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -875834.250000 Penalty: 2876.371582
	Iteration 24Q: 3 clusters Score -875834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -875837.250000 Penalty: 2876.371582
	Iteration 25Q: 3 clusters Score -875837.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -875844.937500 Penalty: 2876.371582
	Iteration 26Q: 3 clusters Score -875844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -875845.187500 Penalty: 2876.371582
	Iteration 27Q: 3 clusters Score -875845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -875848.125000 Penalty: 2876.371582
	Iteration 28Q: 3 clusters Score -875848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -875848.187500 Penalty: 2876.371582
	Iteration 29Q: 3 clusters Score -875848.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -875848.187500 Penalty: 2876.371582
	Iteration 30F: 3 clusters Score -875848.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -196473.265625 Penalty: 1202.004150
	Iteration 0F: 2 clusters Score -196473.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -194627.078125 Penalty: 2404.008301
	Iteration 0F: 3 clusters Score -194627.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -195013.531250 Penalty: 2404.008301
	Iteration 1F: 3 clusters Score -195013.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -195091.609375 Penalty: 2404.008301
	Iteration 2F: 3 clusters Score -195091.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -195127.781250 Penalty: 2404.008301
	Iteration 3Q: 3 clusters Score -195127.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -195152.796875 Penalty: 2404.008301
	Iteration 4Q: 3 clusters Score -195152.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -195172.453125 Penalty: 2404.008301
	Iteration 5Q: 3 clusters Score -195172.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -195190.781250 Penalty: 2404.008301
	Iteration 6Q: 3 clusters Score -195190.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -195207.359375 Penalty: 2404.008301
	Iteration 7Q: 3 clusters Score -195207.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -195219.421875 Penalty: 2404.008301
	Iteration 8Q: 3 clusters Score -195219.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -195225.687500 Penalty: 2404.008301
	Iteration 9Q: 3 clusters Score -195225.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -195228.312500 Penalty: 2404.008301
	Iteration 10Q: 3 clusters Score -195228.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -195238.828125 Penalty: 2404.008301
	Iteration 11Q: 3 clusters Score -195238.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -195246.953125 Penalty: 2404.008301
	Iteration 12Q: 3 clusters Score -195247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -195255.031250 Penalty: 2404.008301
	Iteration 13Q: 3 clusters Score -195255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195261.234375 Penalty: 2404.008301
	Iteration 14Q: 3 clusters Score -195261.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195267.812500 Penalty: 2404.008301
	Iteration 15Q: 3 clusters Score -195267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -195271.359375 Penalty: 2404.008301
	Iteration 16Q: 3 clusters Score -195271.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -195274.375000 Penalty: 2404.008301
	Iteration 17Q: 3 clusters Score -195274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -195275.421875 Penalty: 2404.008301
	Iteration 18Q: 3 clusters Score -195275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -195275.328125 Penalty: 2404.008301
	Iteration 19Q: 3 clusters Score -195275.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -195276.515625 Penalty: 2404.008301
	Iteration 20F: 3 clusters Score -195276.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Entering Unmasked Estep 
Score: -5149198.500000 Penalty: 1731.487061
	Iteration 0F: 2 clusters Score -5149198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -5125183.000000 Penalty: 3462.974121
	Iteration 0F: 3 clusters Score -5125183 nChanged 19793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -5136977.000000 Penalty: 3462.974121
	Iteration 1F: 3 clusters Score -5136977 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -5137976.000000 Penalty: 3462.974121
	Iteration 2F: 3 clusters Score -5137976 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -5139012.000000 Penalty: 3462.974121
	Iteration 3F: 3 clusters Score -5139012 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -5140025.000000 Penalty: 3462.974121
	Iteration 4F: 3 clusters Score -5140025 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -5141127.500000 Penalty: 3462.974121
	Iteration 5F: 3 clusters Score -5141128 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -5142259.000000 Penalty: 3462.974121
	Iteration 6F: 3 clusters Score -5142259 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -5143507.000000 Penalty: 3462.974121
	Iteration 7F: 3 clusters Score -5143507 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -5144671.000000 Penalty: 3462.974121
	Iteration 8F: 3 clusters Score -5144671 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -5145714.500000 Penalty: 3462.974121
	Iteration 9F: 3 clusters Score -5145714 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5146701.000000 Penalty: 3462.974121
	Iteration 10Q: 3 clusters Score -5146701 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -5147435.000000 Penalty: 3462.974121
	Iteration 11Q: 3 clusters Score -5147435 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5147839.000000 Penalty: 3462.974121
	Iteration 12Q: 3 clusters Score -5147839 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5147995.500000 Penalty: 3462.974121
	Iteration 13Q: 3 clusters Score -5147996 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5148097.000000 Penalty: 3462.974121
	Iteration 14Q: 3 clusters Score -5148097 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5148119.000000 Penalty: 3462.974121
	Iteration 15Q: 3 clusters Score -5148119 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5148094.500000 Penalty: 3462.974121
	Iteration 16Q: 3 clusters Score -5148094 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5148058.000000 Penalty: 3462.974121
	Iteration 17Q: 3 clusters Score -5148058 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5148041.000000 Penalty: 3462.974121
	Iteration 18Q: 3 clusters Score -5148041 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5148001.000000 Penalty: 3462.974121
	Iteration 19Q: 3 clusters Score -5148001 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5148003.000000 Penalty: 3462.974121
	Iteration 20F: 3 clusters Score -5148003 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5148001.000000 Penalty: 3462.974121
	Iteration 21Q: 3 clusters Score -5148001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5147989.000000 Penalty: 3462.974121
	Iteration 22Q: 3 clusters Score -5147989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5147987.000000 Penalty: 3462.974121
	Iteration 23Q: 3 clusters Score -5147987 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5147970.000000 Penalty: 3462.974121
	Iteration 24Q: 3 clusters Score -5147970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5147959.500000 Penalty: 3462.974121
	Iteration 25Q: 3 clusters Score -5147960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5147959.000000 Penalty: 3462.974121
	Iteration 26Q: 3 clusters Score -5147959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5147977.500000 Penalty: 3462.974121
	Iteration 27Q: 3 clusters Score -5147978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5147968.500000 Penalty: 3462.974121
	Iteration 28Q: 3 clusters Score -5147968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5147966.000000 Penalty: 3462.974121
	Iteration 29Q: 3 clusters Score -5147966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5147967.000000 Penalty: 3462.974121
	Iteration 30Q: 3 clusters Score -5147967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5147964.500000 Penalty: 3462.974121
	Iteration 31Q: 3 clusters Score -5147964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5147966.000000 Penalty: 3462.974121
	Iteration 32Q: 3 clusters Score -5147966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5147966.500000 Penalty: 3462.974121
	Iteration 33Q: 3 clusters Score -5147966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5147966.500000 Penalty: 3462.974121
	Iteration 34Q: 3 clusters Score -5147966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5147963.000000 Penalty: 3462.974121
	Iteration 35Q: 3 clusters Score -5147963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5147976.000000 Penalty: 3462.974121
	Iteration 36Q: 3 clusters Score -5147976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5147979.000000 Penalty: 3462.974121
	Iteration 37Q: 3 clusters Score -5147979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5147973.000000 Penalty: 3462.974121
	Iteration 38Q: 3 clusters Score -5147973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5147985.000000 Penalty: 3462.974121
	Iteration 39Q: 3 clusters Score -5147985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5147982.000000 Penalty: 3462.974121
	Iteration 40F: 3 clusters Score -5147982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5147974.000000 Penalty: 3462.974121
	Iteration 41Q: 3 clusters Score -5147974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5147974.000000 Penalty: 3462.974121
	Iteration 42Q: 3 clusters Score -5147974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5147978.000000 Penalty: 3462.974121
	Iteration 43Q: 3 clusters Score -5147978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5147976.500000 Penalty: 3462.974121
	Iteration 44Q: 3 clusters Score -5147976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5147979.500000 Penalty: 3462.974121
	Iteration 45Q: 3 clusters Score -5147980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5147973.000000 Penalty: 3462.974121
	Iteration 46Q: 3 clusters Score -5147973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5147972.000000 Penalty: 3462.974121
	Iteration 47Q: 3 clusters Score -5147972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5147976.000000 Penalty: 3462.974121
	Iteration 48Q: 3 clusters Score -5147976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5147980.000000 Penalty: 3462.974121
	Iteration 49Q: 3 clusters Score -5147980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5147978.000000 Penalty: 3462.974121
	Iteration 50Q: 3 clusters Score -5147978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5147981.500000 Penalty: 3462.974121
	Iteration 51Q: 3 clusters Score -5147982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5147978.500000 Penalty: 3462.974121
	Iteration 52Q: 3 clusters Score -5147978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5147977.500000 Penalty: 3462.974121
	Iteration 53Q: 3 clusters Score -5147978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5147979.000000 Penalty: 3462.974121
	Iteration 54Q: 3 clusters Score -5147979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5147979.000000 Penalty: 3462.974121
	Iteration 55F: 3 clusters Score -5147979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Entering Unmasked Estep 
Score: -4835828.000000 Penalty: 1719.970703
	Iteration 0F: 2 clusters Score -4835828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -4812176.000000 Penalty: 3439.941406
	Iteration 0F: 3 clusters Score -4812176 nChanged 18312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4822478.500000 Penalty: 3439.941406
	Iteration 1F: 3 clusters Score -4822478 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4823164.000000 Penalty: 3439.941406
	Iteration 2Q: 3 clusters Score -4823164 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -4823943.500000 Penalty: 3439.941406
	Iteration 3Q: 3 clusters Score -4823944 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -4824823.000000 Penalty: 3439.941406
	Iteration 4F: 3 clusters Score -4824823 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4825816 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4827005 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -4828338.500000 Penalty: 3439.941406
	Iteration 7F: 3 clusters Score -4828338 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4830970.500000 Penalty: 3439.941406
	Iteration 9Q: 3 clusters Score -4830970 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4831665.500000 Penalty: 3439.941406
	Iteration 10Q: 3 clusters Score -4831666 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4831929.000000 Penalty: 3439.941406
	Iteration 11Q: 3 clusters Score -4831929 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4832105.000000 Penalty: 3439.941406
	Iteration 12Q: 3 clusters Score -4832105 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4832287.500000 Penalty: 3439.941406
	Iteration 13Q: 3 clusters Score -4832288 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -4832413.000000 Penalty: 3439.941406
	Iteration 14Q: 3 clusters Score -4832413 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4832595.000000 Penalty: 3439.941406
	Iteration 15Q: 3 clusters Score -4832595 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4832707.000000 Penalty: 3439.941406
	Iteration 16Q: 3 clusters Score -4832707 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4832807.000000 Penalty: 3439.941406
	Iteration 17Q: 3 clusters Score -4832807 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -4832911.500000 Penalty: 3439.941406
	Iteration 18Q: 3 clusters Score -4832912 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -4832982.000000 Penalty: 3439.941406
	Iteration 19Q: 3 clusters Score -4832982 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4833038.500000 Penalty: 3439.941406
	Iteration 20F: 3 clusters Score -4833038 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4833102.500000 Penalty: 3439.941406
	Iteration 21Q: 3 clusters Score -4833102 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4833181.500000 Penalty: 3439.941406
	Iteration 22Q: 3 clusters Score -4833182 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -4833244.000000 Penalty: 3439.941406
	Iteration 23Q: 3 clusters Score -4833244 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4833319.500000 Penalty: 3439.941406
	Iteration 24Q: 3 clusters Score -4833320 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4833387.500000 Penalty: 3439.941406
	Iteration 25Q: 3 clusters Score -4833388 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -4833456.000000 Penalty: 3439.941406
	Iteration 26Q: 3 clusters Score -4833456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4833509.000000 Penalty: 3439.941406
	Iteration 27Q: 3 clusters Score -4833509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4833552.000000 Penalty: 3439.941406
	Iteration 28Q: 3 clusters Score -4833552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4833559.500000 Penalty: 3439.941406
	Iteration 29Q: 3 clusters Score -4833560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -4833569.500000 Penalty: 3439.941406
	Iteration 30Q: 3 clusters Score -4833570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4833578.500000 Penalty: 3439.941406
	Iteration 31Q: 3 clusters Score -4833578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -4833597.000000 Penalty: 3439.941406
	Iteration 32Q: 3 clusters Score -4833597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4833586.000000 Penalty: 3439.941406
	Iteration 33Q: 3 clusters Score -4833586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -4833570.500000 Penalty: 3439.941406
	Iteration 34Q: 3 clusters Score -4833570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -4833570.000000 Penalty: 3439.941406
	Iteration 35Q: 3 clusters Score -4833570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4833580.500000 Penalty: 3439.941406
	Iteration 36Q: 3 clusters Score -4833580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -4833588.500000 Penalty: 3439.941406
	Iteration 37Q: 3 clusters Score -4833588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -4833596.500000 Penalty: 3439.941406
	Iteration 38Q: 3 clusters Score -4833596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4833621.500000 Penalty: 3439.941406
	Iteration 39Q: 3 clusters Score -4833622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4833616.500000 Penalty: 3439.941406
	Iteration 40F: 3 clusters Score -4833616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -4833608.000000 Penalty: 3439.941406
	Iteration 41Q: 3 clusters Score -4833608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4833618.500000 Penalty: 3439.941406
	Iteration 42Q: 3 clusters Score -4833618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -4833644.000000 Penalty: 3439.941406
	Iteration 43Q: 3 clusters Score -4833644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4833656.000000 Penalty: 3439.941406
	Iteration 44Q: 3 clusters Score -4833656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -4833653.500000 Penalty: 3439.941406
	Iteration 45Q: 3 clusters Score -4833654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -4833650.000000 Penalty: 3439.941406
	Iteration 46Q: 3 clusters Score -4833650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4833693.000000 Penalty: 3439.941406
	Iteration 47Q: 3 clusters Score -4833693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -4833702.000000 Penalty: 3439.941406
	Iteration 48Q: 3 clusters Score -4833702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -4833723.000000 Penalty: 3439.941406
	Iteration 49Q: 3 clusters Score -4833723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -4833738.000000 Penalty: 3439.941406
	Iteration 50Q: 3 clusters Score -4833738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -4833771.500000 Penalty: 3439.941406
	Iteration 51Q: 3 clusters Score -4833772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4833796.500000 Penalty: 3439.941406
	Iteration 52Q: 3 clusters Score -4833796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4833833.000000 Penalty: 3439.941406
	Iteration 53Q: 3 clusters Score -4833833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4833851.000000 Penalty: 3439.941406
	Iteration 54Q: 3 clusters Score -4833851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4833865.000000 Penalty: 3439.941406
	Iteration 55Q: 3 clusters Score -4833865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4833868.000000 Penalty: 3439.941406
	Iteration 56Q: 3 clusters Score -4833868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -4833888.000000 Penalty: 3439.941406
	Iteration 57Q: 3 clusters Score -4833888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -4833897.500000 Penalty: 3439.941406
	Iteration 58Q: 3 clusters Score -4833898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4833914.500000 Penalty: 3439.941406
	Iteration 59Q: 3 clusters Score -4833914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -4833921.500000 Penalty: 3439.941406
	Iteration 60F: 3 clusters Score -4833922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -4833915.000000 Penalty: 3439.941406
	Iteration 61Q: 3 clusters Score -4833915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -4833944.500000 Penalty: 3439.941406
	Iteration 62Q: 3 clusters Score -4833944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -4833973.000000 Penalty: 3439.941406
	Iteration 63Q: 3 clusters Score -4833973 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -4833988.000000 Penalty: 3439.941406
	Iteration 64Q: 3 clusters Score -4833988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4834004.500000 Penalty: 3439.941406
	Iteration 65Q: 3 clusters Score -4834004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -4834018.000000 Penalty: 3439.941406
	Iteration 66Q: 3 clusters Score -4834018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4834041.500000 Penalty: 3439.941406
	Iteration 67Q: 3 clusters Score -4834042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -4834049.500000 Penalty: 3439.941406
	Iteration 68Q: 3 clusters Score -4834050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4834064.500000 Penalty: 3439.941406
	Iteration 69Q: 3 clusters Score -4834064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -4834073.000000 Penalty: 3439.941406
	Iteration 70Q: 3 clusters Score -4834073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -4834075.500000 Penalty: 3439.941406
	Iteration 71Q: 3 clusters Score -4834076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4834112.000000 Penalty: 3439.941406
	Iteration 72Q: 3 clusters Score -4834112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -4834125.000000 Penalty: 3439.941406
	Iteration 73Q: 3 clusters Score -4834125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -4834127.500000 Penalty: 3439.941406
	Iteration 74Q: 3 clusters Score -4834128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -4834131.500000 Penalty: 3439.941406
	Iteration 75Q: 3 clusters Score -4834132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -4834128.000000 Penalty: 3439.941406
	Iteration 76Q: 3 clusters Score -4834128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -4834127.500000 Penalty: 3439.941406
	Iteration 77Q: 3 clusters Score -4834128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4834124.000000 Penalty: 3439.941406
	Iteration 78Q: 3 clusters Score -4834124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -4834127.000000 Penalty: 3439.941406
	Iteration 79Q: 3 clusters Score -4834127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4834131.500000 Penalty: 3439.941406
	Iteration 80F: 3 clusters Score -4834132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -4834130.500000 Penalty: 3439.941406
	Iteration 81Q: 3 clusters Score -4834130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -4834125.000000 Penalty: 3439.941406
	Iteration 82Q: 3 clusters Score -4834125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4834118.500000 Penalty: 3439.941406
	Iteration 83Q: 3 clusters Score -4834118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -4834110.500000 Penalty: 3439.941406
	Iteration 84Q: 3 clusters Score -4834110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4834120.000000 Penalty: 3439.941406
	Iteration 85Q: 3 clusters Score -4834120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4834125.500000 Penalty: 3439.941406
	Iteration 86Q: 3 clusters Score -4834126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -4834132.500000 Penalty: 3439.941406
	Iteration 87Q: 3 clusters Score -4834132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -4834135.500000 Penalty: 3439.941406
	Iteration 88Q: 3 clusters Score -4834136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -4834138.500000 Penalty: 3439.941406
	Iteration 89Q: 3 clusters Score -4834138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4834151.000000 Penalty: 3439.941406
	Iteration 90Q: 3 clusters Score -4834151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -4834153.500000 Penalty: 3439.941406
	Iteration 91Q: 3 clusters Score -4834154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -4834170.500000 Penalty: 3439.941406
	Iteration 92Q: 3 clusters Score -4834170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -4834191.000000 Penalty: 3439.941406
	Iteration 93Q: 3 clusters Score -4834191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -4834179.500000 Penalty: 3439.941406
	Iteration 94Q: 3 clusters Score -4834180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4834175.000000 Penalty: 3439.941406
	Iteration 95Q: 3 clusters Score -4834175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -4834191.500000 Penalty: 3439.941406
	Iteration 96Q: 3 clusters Score -4834192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -4834208.500000 Penalty: 3439.941406
	Iteration 97Q: 3 clusters Score -4834208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -4834209.500000 Penalty: 3439.941406
	Iteration 98Q: 3 clusters Score -4834210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -4834213.000000 Penalty: 3439.941406
	Iteration 99Q: 3 clusters Score -4834213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -4834218.500000 Penalty: 3439.941406
	Iteration 100F: 3 clusters Score -4834218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -4834223.500000 Penalty: 3439.941406
	Iteration 101Q: 3 clusters Score -4834224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -4834224.500000 Penalty: 3439.941406
	Iteration 102Q: 3 clusters Score -4834224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4834239.000000 Penalty: 3439.941406
	Iteration 103Q: 3 clusters Score -4834239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4834250.500000 Penalty: 3439.941406
	Iteration 104Q: 3 clusters Score -4834250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -4834257.500000 Penalty: 3439.941406
	Iteration 105Q: 3 clusters Score -4834258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -4834262.000000 Penalty: 3439.941406
	Iteration 106Q: 3 clusters Score -4834262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -4834267.500000 Penalty: 3439.941406
	Iteration 107Q: 3 clusters Score -4834268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -4834267.500000 Penalty: 3439.941406
	Iteration 108Q: 3 clusters Score -4834268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -4834263.000000 Penalty: 3439.941406
	Iteration 109Q: 3 clusters Score -4834263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -4834263.000000 Penalty: 3439.941406
	Iteration 110F: 3 clusters Score -4834263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Entering Unmasked Estep 
Score: -4306675.000000 Penalty: 1702.467773
	Iteration 0F: 2 clusters Score -4306675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -4285137.500000 Penalty: 3404.935547
	Iteration 0F: 3 clusters Score -4285138 nChanged 16390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4294277.000000 Penalty: 3404.935547
	Iteration 1F: 3 clusters Score -4294277 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -4294720.500000 Penalty: 3404.935547
	Iteration 2Q: 3 clusters Score -4294720 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -4295206.000000 Penalty: 3404.935547
	Iteration 3Q: 3 clusters Score -4295206 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -4295889.500000 Penalty: 3404.935547
	Iteration 4Q: 3 clusters Score -4295890 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4296732.500000 Penalty: 3404.935547
	Iteration 5Q: 3 clusters Score -4296732 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4297929.000000 Penalty: 3404.935547
	Iteration 6F: 3 clusters Score -4297929 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -4299436.500000 Penalty: 3404.935547
	Iteration 7F: 3 clusters Score -4299436 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -4301076.000000 Penalty: 3404.935547
	Iteration 8F: 3 clusters Score -4301076 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -4302459.000000 Penalty: 3404.935547
	Iteration 9F: 3 clusters Score -4302459 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -4303460.500000 Penalty: 3404.935547
	Iteration 10Q: 3 clusters Score -4303460 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4304055.000000 Penalty: 3404.935547
	Iteration 11Q: 3 clusters Score -4304055 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -4304397.500000 Penalty: 3404.935547
	Iteration 12Q: 3 clusters Score -4304398 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -4304625.000000 Penalty: 3404.935547
	Iteration 13Q: 3 clusters Score -4304625 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4304784.000000 Penalty: 3404.935547
	Iteration 14Q: 3 clusters Score -4304784 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4304918.000000 Penalty: 3404.935547
	Iteration 15Q: 3 clusters Score -4304918 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -4305001.500000 Penalty: 3404.935547
	Iteration 16Q: 3 clusters Score -4305002 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -4305063.500000 Penalty: 3404.935547
	Iteration 17Q: 3 clusters Score -4305064 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -4305114.500000 Penalty: 3404.935547
	Iteration 18Q: 3 clusters Score -4305114 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4305165.500000 Penalty: 3404.935547
	Iteration 19Q: 3 clusters Score -4305166 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4305198.000000 Penalty: 3404.935547
	Iteration 20F: 3 clusters Score -4305198 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4305231.500000 Penalty: 3404.935547
	Iteration 21Q: 3 clusters Score -4305232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4305263.000000 Penalty: 3404.935547
	Iteration 22Q: 3 clusters Score -4305263 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4305265.500000 Penalty: 3404.935547
	Iteration 23Q: 3 clusters Score -4305266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -4305274.000000 Penalty: 3404.935547
	Iteration 24Q: 3 clusters Score -4305274 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4305286.000000 Penalty: 3404.935547
	Iteration 25Q: 3 clusters Score -4305286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4305287.500000 Penalty: 3404.935547
	Iteration 26Q: 3 clusters Score -4305288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4305305.500000 Penalty: 3404.935547
	Iteration 27Q: 3 clusters Score -4305306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4305304.000000 Penalty: 3404.935547
	Iteration 28Q: 3 clusters Score -4305304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -4305320.500000 Penalty: 3404.935547
	Iteration 29Q: 3 clusters Score -4305320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4305337.500000 Penalty: 3404.935547
	Iteration 30Q: 3 clusters Score -4305338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -4305335.500000 Penalty: 3404.935547
	Iteration 31Q: 3 clusters Score -4305336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -4305339.500000 Penalty: 3404.935547
	Iteration 32Q: 3 clusters Score -4305340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4305356.500000 Penalty: 3404.935547
	Iteration 33Q: 3 clusters Score -4305356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4305359.500000 Penalty: 3404.935547
	Iteration 34Q: 3 clusters Score -4305360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -4305380.500000 Penalty: 3404.935547
	Iteration 35Q: 3 clusters Score -4305380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -4305389.500000 Penalty: 3404.935547
	Iteration 36Q: 3 clusters Score -4305390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4305389.500000 Penalty: 3404.935547
	Iteration 37Q: 3 clusters Score -4305390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4305409.000000 Penalty: 3404.935547
	Iteration 38Q: 3 clusters Score -4305409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4305451.500000 Penalty: 3404.935547
	Iteration 39Q: 3 clusters Score -4305452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4305492.000000 Penalty: 3404.935547
	Iteration 40F: 3 clusters Score -4305492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -4305505.000000 Penalty: 3404.935547
	Iteration 41Q: 3 clusters Score -4305505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -4305520.500000 Penalty: 3404.935547
	Iteration 42Q: 3 clusters Score -4305520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -4305543.500000 Penalty: 3404.935547
	Iteration 43Q: 3 clusters Score -4305544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -4305555.000000 Penalty: 3404.935547
	Iteration 44Q: 3 clusters Score -4305555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -4305566.500000 Penalty: 3404.935547
	Iteration 45Q: 3 clusters Score -4305566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -4305568.000000 Penalty: 3404.935547
	Iteration 46Q: 3 clusters Score -4305568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -4305560.000000 Penalty: 3404.935547
	Iteration 47Q: 3 clusters Score -4305560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -4305572.500000 Penalty: 3404.935547
	Iteration 48Q: 3 clusters Score -4305572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -4305587.000000 Penalty: 3404.935547
	Iteration 49Q: 3 clusters Score -4305587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4305590.500000 Penalty: 3404.935547
	Iteration 50Q: 3 clusters Score -4305590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -4305597.000000 Penalty: 3404.935547
	Iteration 51Q: 3 clusters Score -4305597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4305603.500000 Penalty: 3404.935547
	Iteration 52Q: 3 clusters Score -4305604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4305601.000000 Penalty: 3404.935547
	Iteration 53Q: 3 clusters Score -4305601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4305599.000000 Penalty: 3404.935547
	Iteration 54Q: 3 clusters Score -4305599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -4305601.500000 Penalty: 3404.935547
	Iteration 55Q: 3 clusters Score -4305602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4305600.000000 Penalty: 3404.935547
	Iteration 56Q: 3 clusters Score -4305600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4305601.500000 Penalty: 3404.935547
	Iteration 57Q: 3 clusters Score -4305602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4305602.500000 Penalty: 3404.935547
	Iteration 58Q: 3 clusters Score -4305602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4305599.500000 Penalty: 3404.935547
	Iteration 59Q: 3 clusters Score -4305600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4305599.500000 Penalty: 3404.935547
	Iteration 60F: 3 clusters Score -4305600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -40876.359375 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -40876.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40121.960938 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -40121.96 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40755.316406 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -40755.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41035.796875 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -41035.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -41278.730469 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -41278.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41624.691406 Penalty: 1964.626709
	Iteration 4F: 3 clusters Score -41624.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41828.437500 Penalty: 1964.626709
	Iteration 5F: 3 clusters Score -41828.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41895.621094 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -41895.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41906.464844 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -41906.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41915.785156 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -41915.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41926.464844 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -41926.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41928.675781 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -41928.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41928.675781 Penalty: 1964.626709
	Iteration 11F: 3 clusters Score -41928.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 3 contains 8139 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 6977 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 8 contains 42417 members 
Mstep: Class 9 contains 39515 members 
Mstep: Class 12 contains 35480 members 
Mstep: Class 14 contains 148 members 
Mstep: Class 15 contains 9681 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 31558 members 
Mstep: Class 19 contains 40126 members 
Mstep: Class 21 contains 1984 members 
Entering Unmasked Estep 
Score: -26427888.000000 Penalty: 27982.333984
Splitting cluster 14 changes total score from -26427448.000000 to -26427888.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 15 (9681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Entering Unmasked Estep 
Score: -1130197.250000 Penalty: 1491.412109
	Iteration 0F: 2 clusters Score -1130197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1123343.750000 Penalty: 2982.824219
	Iteration 0F: 3 clusters Score -1123344 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1125502.375000 Penalty: 2982.824219
	Iteration 1F: 3 clusters Score -1125502 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1125797.500000 Penalty: 2982.824219
	Iteration 2F: 3 clusters Score -1125798 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1126113.250000 Penalty: 2982.824219
	Iteration 3F: 3 clusters Score -1126113 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1126509.250000 Penalty: 2982.824219
	Iteration 4F: 3 clusters Score -1126509 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1127015.500000 Penalty: 2982.824219
	Iteration 5F: 3 clusters Score -1127016 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1127623.875000 Penalty: 2982.824219
	Iteration 6F: 3 clusters Score -1127624 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1128142.875000 Penalty: 2982.824219
	Iteration 7F: 3 clusters Score -1128143 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1128592.000000 Penalty: 2982.824219
	Iteration 8F: 3 clusters Score -1128592 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1128998.250000 Penalty: 2982.824219
	Iteration 9F: 3 clusters Score -1128998 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1129333.375000 Penalty: 2982.824219
	Iteration 10Q: 3 clusters Score -1129333 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1129569.750000 Penalty: 2982.824219
	Iteration 11Q: 3 clusters Score -1129570 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1129735.000000 Penalty: 2982.824219
	Iteration 12Q: 3 clusters Score -1129735 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1129855.375000 Penalty: 2982.824219
	Iteration 13Q: 3 clusters Score -1129855 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1129934.750000 Penalty: 2982.824219
	Iteration 14Q: 3 clusters Score -1129935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1129981.125000 Penalty: 2982.824219
	Iteration 15Q: 3 clusters Score -1129981 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1130010.000000 Penalty: 2982.824219
	Iteration 16Q: 3 clusters Score -1130010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1130024.500000 Penalty: 2982.824219
	Iteration 17Q: 3 clusters Score -1130024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1130032.750000 Penalty: 2982.824219
	Iteration 18Q: 3 clusters Score -1130033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1130036.875000 Penalty: 2982.824219
	Iteration 19Q: 3 clusters Score -1130037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1130041.625000 Penalty: 2982.824219
	Iteration 20F: 3 clusters Score -1130042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1130041.125000 Penalty: 2982.824219
	Iteration 21Q: 3 clusters Score -1130041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1130043.875000 Penalty: 2982.824219
	Iteration 22Q: 3 clusters Score -1130044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1130043.625000 Penalty: 2982.824219
	Iteration 23Q: 3 clusters Score -1130044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1130043.625000 Penalty: 2982.824219
	Iteration 24F: 3 clusters Score -1130044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53328.312500 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53328.31 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 168 members 
Entering Unmasked Estep 
Score: -52390.718750 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52390.72 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52490.843750 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52490.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52522.007812 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52522.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52537.523438 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52537.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52541.820312 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52541.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -52543.070312 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52543.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -52544.074219 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -52544.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -52544.074219 Penalty: 1881.737183
	Iteration 7F: 3 clusters Score -52544.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Entering Unmasked Estep 
Score: -3876592.500000 Penalty: 1683.432007
	Iteration 0F: 2 clusters Score -3876592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3857704.500000 Penalty: 3366.864014
	Iteration 0F: 3 clusters Score -3857704 nChanged 14646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3865937.000000 Penalty: 3366.864014
	Iteration 1F: 3 clusters Score -3865937 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3866327.500000 Penalty: 3366.864014
	Iteration 2Q: 3 clusters Score -3866328 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3866706.250000 Penalty: 3366.864014
	Iteration 3Q: 3 clusters Score -3866706 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3867050.750000 Penalty: 3366.864014
	Iteration 4Q: 3 clusters Score -3867051 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3867476.750000 Penalty: 3366.864014
	Iteration 5Q: 3 clusters Score -3867477 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3868020.750000 Penalty: 3366.864014
	Iteration 6Q: 3 clusters Score -3868021 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3868636.750000 Penalty: 3366.864014
	Iteration 7Q: 3 clusters Score -3868637 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3869368.500000 Penalty: 3366.864014
	Iteration 8Q: 3 clusters Score -3869368 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3870152.250000 Penalty: 3366.864014
	Iteration 9Q: 3 clusters Score -3870152 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3870872.500000 Penalty: 3366.864014
	Iteration 10Q: 3 clusters Score -3870872 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3871495.000000 Penalty: 3366.864014
	Iteration 11Q: 3 clusters Score -3871495 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3872035.500000 Penalty: 3366.864014
	Iteration 12Q: 3 clusters Score -3872036 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3872440.000000 Penalty: 3366.864014
	Iteration 13Q: 3 clusters Score -3872440 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3872641.250000 Penalty: 3366.864014
	Iteration 14Q: 3 clusters Score -3872641 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3872751.250000 Penalty: 3366.864014
	Iteration 15Q: 3 clusters Score -3872751 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3872837.250000 Penalty: 3366.864014
	Iteration 16Q: 3 clusters Score -3872837 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3872921.000000 Penalty: 3366.864014
	Iteration 17Q: 3 clusters Score -3872921 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3873000.750000 Penalty: 3366.864014
	Iteration 18Q: 3 clusters Score -3873001 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3873056.750000 Penalty: 3366.864014
	Iteration 19Q: 3 clusters Score -3873057 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3873140.000000 Penalty: 3366.864014
	Iteration 20F: 3 clusters Score -3873140 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3873208.000000 Penalty: 3366.864014
	Iteration 21Q: 3 clusters Score -3873208 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3873268.500000 Penalty: 3366.864014
	Iteration 22Q: 3 clusters Score -3873268 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3873316.500000 Penalty: 3366.864014
	Iteration 23Q: 3 clusters Score -3873316 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3873382.750000 Penalty: 3366.864014
	Iteration 24Q: 3 clusters Score -3873383 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3873429.500000 Penalty: 3366.864014
	Iteration 25Q: 3 clusters Score -3873430 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -3873493.000000 Penalty: 3366.864014
	Iteration 26Q: 3 clusters Score -3873493 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3873534.500000 Penalty: 3366.864014
	Iteration 27Q: 3 clusters Score -3873534 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3873604.250000 Penalty: 3366.864014
	Iteration 28Q: 3 clusters Score -3873604 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3873663.000000 Penalty: 3366.864014
	Iteration 29Q: 3 clusters Score -3873663 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3873728.000000 Penalty: 3366.864014
	Iteration 30Q: 3 clusters Score -3873728 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3873808.750000 Penalty: 3366.864014
	Iteration 31Q: 3 clusters Score -3873809 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3873927.000000 Penalty: 3366.864014
	Iteration 32Q: 3 clusters Score -3873927 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3874033.500000 Penalty: 3366.864014
	Iteration 33Q: 3 clusters Score -3874034 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3874164.750000 Penalty: 3366.864014
	Iteration 34Q: 3 clusters Score -3874165 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3874295.500000 Penalty: 3366.864014
	Iteration 35Q: 3 clusters Score -3874296 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3874481.500000 Penalty: 3366.864014
	Iteration 36Q: 3 clusters Score -3874482 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3874677.500000 Penalty: 3366.864014
	Iteration 37Q: 3 clusters Score -3874678 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3874852.250000 Penalty: 3366.864014
	Iteration 38Q: 3 clusters Score -3874852 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3875086.250000 Penalty: 3366.864014
	Iteration 39Q: 3 clusters Score -3875086 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3875282.750000 Penalty: 3366.864014
	Iteration 40F: 3 clusters Score -3875283 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3875493.000000 Penalty: 3366.864014
	Iteration 41Q: 3 clusters Score -3875493 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3875701.250000 Penalty: 3366.864014
	Iteration 42Q: 3 clusters Score -3875701 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -3875899.000000 Penalty: 3366.864014
	Iteration 43Q: 3 clusters Score -3875899 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3876072.000000 Penalty: 3366.864014
	Iteration 44Q: 3 clusters Score -3876072 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3876238.000000 Penalty: 3366.864014
	Iteration 45Q: 3 clusters Score -3876238 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3876386.500000 Penalty: 3366.864014
	Iteration 46Q: 3 clusters Score -3876386 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3876514.500000 Penalty: 3366.864014
	Iteration 47Q: 3 clusters Score -3876514 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -3876612.750000 Penalty: 3366.864014
	Iteration 48Q: 3 clusters Score -3876613 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3876726.250000 Penalty: 3366.864014
	Iteration 49Q: 3 clusters Score -3876726 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3876842.250000 Penalty: 3366.864014
	Iteration 50Q: 3 clusters Score -3876842 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3876946.750000 Penalty: 3366.864014
	Iteration 51Q: 3 clusters Score -3876947 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3877062.750000 Penalty: 3366.864014
	Iteration 52Q: 3 clusters Score -3877063 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3877157.500000 Penalty: 3366.864014
	Iteration 53Q: 3 clusters Score -3877158 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3877235.750000 Penalty: 3366.864014
	Iteration 54Q: 3 clusters Score -3877236 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3877310.500000 Penalty: 3366.864014
	Iteration 55Q: 3 clusters Score -3877310 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3877355.250000 Penalty: 3366.864014
	Iteration 56Q: 3 clusters Score -3877355 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3877434.000000 Penalty: 3366.864014
	Iteration 57Q: 3 clusters Score -3877434 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -3877492.250000 Penalty: 3366.864014
	Iteration 58Q: 3 clusters Score -3877492 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3877538.500000 Penalty: 3366.864014
	Iteration 59Q: 3 clusters Score -3877538 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3877586.000000 Penalty: 3366.864014
	Iteration 60F: 3 clusters Score -3877586 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3877643.500000 Penalty: 3366.864014
	Iteration 61Q: 3 clusters Score -3877644 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -3877690.750000 Penalty: 3366.864014
	Iteration 62Q: 3 clusters Score -3877691 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3877729.750000 Penalty: 3366.864014
	Iteration 63Q: 3 clusters Score -3877730 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3877769.250000 Penalty: 3366.864014
	Iteration 64Q: 3 clusters Score -3877769 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3877790.250000 Penalty: 3366.864014
	Iteration 65Q: 3 clusters Score -3877790 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3877816.750000 Penalty: 3366.864014
	Iteration 66Q: 3 clusters Score -3877817 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -3877834.250000 Penalty: 3366.864014
	Iteration 67Q: 3 clusters Score -3877834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3877832.250000 Penalty: 3366.864014
	Iteration 68Q: 3 clusters Score -3877832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3877843.750000 Penalty: 3366.864014
	Iteration 69Q: 3 clusters Score -3877844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3877842.250000 Penalty: 3366.864014
	Iteration 70Q: 3 clusters Score -3877842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3877848.500000 Penalty: 3366.864014
	Iteration 71Q: 3 clusters Score -3877848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3877850.250000 Penalty: 3366.864014
	Iteration 72Q: 3 clusters Score -3877850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3877863.500000 Penalty: 3366.864014
	Iteration 73Q: 3 clusters Score -3877864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3877871.250000 Penalty: 3366.864014
	Iteration 74Q: 3 clusters Score -3877871 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3877882.000000 Penalty: 3366.864014
	Iteration 75Q: 3 clusters Score -3877882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3877885.000000 Penalty: 3366.864014
	Iteration 76Q: 3 clusters Score -3877885 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -3877884.000000 Penalty: 3366.864014
	Iteration 77Q: 3 clusters Score -3877884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3877884.750000 Penalty: 3366.864014
	Iteration 78Q: 3 clusters Score -3877885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -3877899.000000 Penalty: 3366.864014
	Iteration 79Q: 3 clusters Score -3877899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -3877894.750000 Penalty: 3366.864014
	Iteration 80F: 3 clusters Score -3877895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3877901.000000 Penalty: 3366.864014
	Iteration 81Q: 3 clusters Score -3877901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3877899.500000 Penalty: 3366.864014
	Iteration 82Q: 3 clusters Score -3877900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3877895.250000 Penalty: 3366.864014
	Iteration 83Q: 3 clusters Score -3877895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3877894.000000 Penalty: 3366.864014
	Iteration 84Q: 3 clusters Score -3877894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3877890.250000 Penalty: 3366.864014
	Iteration 85Q: 3 clusters Score -3877890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3877894.500000 Penalty: 3366.864014
	Iteration 86Q: 3 clusters Score -3877894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3877902.250000 Penalty: 3366.864014
	Iteration 87Q: 3 clusters Score -3877902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3877899.250000 Penalty: 3366.864014
	Iteration 88Q: 3 clusters Score -3877899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -3877902.250000 Penalty: 3366.864014
	Iteration 89Q: 3 clusters Score -3877902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3877902.250000 Penalty: 3366.864014
	Iteration 90Q: 3 clusters Score -3877902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3877908.250000 Penalty: 3366.864014
	Iteration 91Q: 3 clusters Score -3877908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3877911.500000 Penalty: 3366.864014
	Iteration 92Q: 3 clusters Score -3877912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3877908.250000 Penalty: 3366.864014
	Iteration 93Q: 3 clusters Score -3877908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3877916.250000 Penalty: 3366.864014
	Iteration 94Q: 3 clusters Score -3877916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3877914.500000 Penalty: 3366.864014
	Iteration 95Q: 3 clusters Score -3877914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3877912.750000 Penalty: 3366.864014
	Iteration 96Q: 3 clusters Score -3877913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3877911.750000 Penalty: 3366.864014
	Iteration 97Q: 3 clusters Score -3877912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3877915.250000 Penalty: 3366.864014
	Iteration 98Q: 3 clusters Score -3877915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3877919.000000 Penalty: 3366.864014
	Iteration 99Q: 3 clusters Score -3877919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3877917.750000 Penalty: 3366.864014
	Iteration 100F: 3 clusters Score -3877918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -3877920.500000 Penalty: 3366.864014
	Iteration 101Q: 3 clusters Score -3877920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3877917.750000 Penalty: 3366.864014
	Iteration 102Q: 3 clusters Score -3877918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3877923.750000 Penalty: 3366.864014
	Iteration 103Q: 3 clusters Score -3877924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3877921.500000 Penalty: 3366.864014
	Iteration 104Q: 3 clusters Score -3877922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -3877933.000000 Penalty: 3366.864014
	Iteration 105Q: 3 clusters Score -3877933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3877929.750000 Penalty: 3366.864014
	Iteration 106Q: 3 clusters Score -3877930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -3877928.750000 Penalty: 3366.864014
	Iteration 107Q: 3 clusters Score -3877929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3877930.750000 Penalty: 3366.864014
	Iteration 108Q: 3 clusters Score -3877931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3877930.250000 Penalty: 3366.864014
	Iteration 109Q: 3 clusters Score -3877930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3877925.250000 Penalty: 3366.864014
	Iteration 110Q: 3 clusters Score -3877925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -3877928.500000 Penalty: 3366.864014
	Iteration 111Q: 3 clusters Score -3877928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -3877927.500000 Penalty: 3366.864014
	Iteration 112Q: 3 clusters Score -3877928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3877934.500000 Penalty: 3366.864014
	Iteration 113Q: 3 clusters Score -3877934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3877934.500000 Penalty: 3366.864014
	Iteration 114F: 3 clusters Score -3877934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22406 members 
Mstep: Class 3 contains 8139 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 6977 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 8 contains 42417 members 
Mstep: Class 9 contains 39515 members 
Mstep: Class 12 contains 35480 members 
Mstep: Class 14 contains 148 members 
Mstep: Class 15 contains 9681 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 9152 members 
Mstep: Class 19 contains 40126 members 
Mstep: Class 21 contains 1984 members 
Entering Unmasked Estep 
Score: -26428894.000000 Penalty: 29981.072266
Splitting cluster 17 changes total score from -26427448.000000 to -26428894.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 19 (40126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Entering Unmasked Estep 
Score: -5007583.500000 Penalty: 1722.464233
	Iteration 0F: 2 clusters Score -5007584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -4986974.000000 Penalty: 3444.928467
	Iteration 0F: 3 clusters Score -4986974 nChanged 18741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4997586.500000 Penalty: 3444.928467
	Iteration 1F: 3 clusters Score -4997586 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4998008.500000 Penalty: 3444.928467
	Iteration 2Q: 3 clusters Score -4998008 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -4998503.000000 Penalty: 3444.928467
	Iteration 3Q: 3 clusters Score -4998503 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -4999015.000000 Penalty: 3444.928467
	Iteration 4Q: 3 clusters Score -4999015 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4999528.000000 Penalty: 3444.928467
	Iteration 5F: 3 clusters Score -4999528 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -5000049.000000 Penalty: 3444.928467
	Iteration 6F: 3 clusters Score -5000049 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -5000496.500000 Penalty: 3444.928467
	Iteration 7F: 3 clusters Score -5000496 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -5001020.500000 Penalty: 3444.928467
	Iteration 8F: 3 clusters Score -5001020 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -5001486.000000 Penalty: 3444.928467
	Iteration 9Q: 3 clusters Score -5001486 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -5002013.000000 Penalty: 3444.928467
	Iteration 10Q: 3 clusters Score -5002013 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -5002527.500000 Penalty: 3444.928467
	Iteration 11Q: 3 clusters Score -5002528 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -5003046.000000 Penalty: 3444.928467
	Iteration 12Q: 3 clusters Score -5003046 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -5003426.500000 Penalty: 3444.928467
	Iteration 13Q: 3 clusters Score -5003426 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -5003770.000000 Penalty: 3444.928467
	Iteration 14Q: 3 clusters Score -5003770 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -5004005.000000 Penalty: 3444.928467
	Iteration 15Q: 3 clusters Score -5004005 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -5004210.500000 Penalty: 3444.928467
	Iteration 16Q: 3 clusters Score -5004210 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -5004439.000000 Penalty: 3444.928467
	Iteration 17Q: 3 clusters Score -5004439 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -5004596.000000 Penalty: 3444.928467
	Iteration 18Q: 3 clusters Score -5004596 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -5004721.500000 Penalty: 3444.928467
	Iteration 19Q: 3 clusters Score -5004722 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -5004856.000000 Penalty: 3444.928467
	Iteration 20F: 3 clusters Score -5004856 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -5004967.500000 Penalty: 3444.928467
	Iteration 21Q: 3 clusters Score -5004968 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -5005044.500000 Penalty: 3444.928467
	Iteration 22Q: 3 clusters Score -5005044 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -5005092.500000 Penalty: 3444.928467
	Iteration 23Q: 3 clusters Score -5005092 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -5005160.500000 Penalty: 3444.928467
	Iteration 24Q: 3 clusters Score -5005160 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -5005226.500000 Penalty: 3444.928467
	Iteration 25Q: 3 clusters Score -5005226 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -5005270.000000 Penalty: 3444.928467
	Iteration 26Q: 3 clusters Score -5005270 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -5005319.000000 Penalty: 3444.928467
	Iteration 27Q: 3 clusters Score -5005319 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -5005383.500000 Penalty: 3444.928467
	Iteration 28Q: 3 clusters Score -5005384 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -5005449.500000 Penalty: 3444.928467
	Iteration 29Q: 3 clusters Score -5005450 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -5005489.500000 Penalty: 3444.928467
	Iteration 30Q: 3 clusters Score -5005490 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -5005521.000000 Penalty: 3444.928467
	Iteration 31Q: 3 clusters Score -5005521 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -5005558.500000 Penalty: 3444.928467
	Iteration 32Q: 3 clusters Score -5005558 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5006124 nChanged 89
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	Iteration 80F: 3 clusters Score -5006143 nChanged 90
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	Iteration 81Q: 3 clusters Score -5006140 nChanged 76
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	Iteration 86Q: 3 clusters Score -5006141 nChanged 60
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	Iteration 87Q: 3 clusters Score -5006159 nChanged 44
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	Iteration 93Q: 3 clusters Score -5006152 nChanged 34
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	Iteration 96Q: 3 clusters Score -5006178 nChanged 37
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	Iteration 99Q: 3 clusters Score -5006162 nChanged 33
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	Iteration 100F: 3 clusters Score -5006171 nChanged 45
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	Iteration 101Q: 3 clusters Score -5006168 nChanged 49
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	Iteration 105Q: 3 clusters Score -5006182 nChanged 38
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	Iteration 106Q: 3 clusters Score -5006184 nChanged 37
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	Iteration 108Q: 3 clusters Score -5006194 nChanged 40
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	Iteration 109Q: 3 clusters Score -5006192 nChanged 43
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	Iteration 110Q: 3 clusters Score -5006190 nChanged 47
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	Iteration 111Q: 3 clusters Score -5006192 nChanged 44
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	Iteration 113Q: 3 clusters Score -5006191 nChanged 44
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	Iteration 114Q: 3 clusters Score -5006188 nChanged 30
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	Iteration 118Q: 3 clusters Score -5006208 nChanged 26
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	Iteration 119Q: 3 clusters Score -5006207 nChanged 28
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	Iteration 120F: 3 clusters Score -5006213 nChanged 20
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	Iteration 122Q: 3 clusters Score -5006216 nChanged 10
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	Iteration 123Q: 3 clusters Score -5006216 nChanged 14
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	Iteration 124Q: 3 clusters Score -5006218 nChanged 12
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	Iteration 125Q: 3 clusters Score -5006217 nChanged 16
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	Iteration 126Q: 3 clusters Score -5006220 nChanged 16
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Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5006230 nChanged 18
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5006228 nChanged 17
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5006221 nChanged 14
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	Iteration 130Q: 3 clusters Score -5006230 nChanged 12
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Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5006226 nChanged 10
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5006234 nChanged 19
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5006229 nChanged 14
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5006230 nChanged 16
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5006225 nChanged 17
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5006238 nChanged 10
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5006238 nChanged 12
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Mstep: Class 1 contains 23040 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5006236 nChanged 8
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5006233 nChanged 18
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Mstep: Class 1 contains 23048 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5006240 nChanged 18
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5006247 nChanged 20
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Mstep: Class 1 contains 23060 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5006246 nChanged 24
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5006248 nChanged 23
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Mstep: Class 1 contains 23065 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5006248 nChanged 26
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Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5006242 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5006245 nChanged 22
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Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5006242 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5006248 nChanged 27
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Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5006241 nChanged 36
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	Iteration 150Q: 3 clusters Score -5006235 nChanged 45
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	Iteration 151Q: 3 clusters Score -5006241 nChanged 44
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	Iteration 152Q: 3 clusters Score -5006242 nChanged 34
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	Iteration 153Q: 3 clusters Score -5006250 nChanged 30
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	Iteration 154Q: 3 clusters Score -5006240 nChanged 28
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5006241 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5006230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5006224 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5006239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5006238 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5006241 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5006245 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5006244 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5006257 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5006262 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5006264 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5006264 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5006274 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5006286 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5006293 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5006306 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -5006303.000000 Penalty: 3444.928467
	Iteration 171Q: 3 clusters Score -5006303 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5006290 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -5006300.500000 Penalty: 3444.928467
	Iteration 173Q: 3 clusters Score -5006300 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -5006307.000000 Penalty: 3444.928467
	Iteration 174Q: 3 clusters Score -5006307 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5006310 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5006303 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5006304 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5006310 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -5006314.000000 Penalty: 3444.928467
	Iteration 179Q: 3 clusters Score -5006314 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -5006302.000000 Penalty: 3444.928467
	Iteration 180F: 3 clusters Score -5006302 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5006298 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5006294 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5006298 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5006294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -5006287.500000 Penalty: 3444.928467
	Iteration 185Q: 3 clusters Score -5006288 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5006288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5006293 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -5006299.500000 Penalty: 3444.928467
	Iteration 188Q: 3 clusters Score -5006300 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -5006306.500000 Penalty: 3444.928467
	Iteration 189Q: 3 clusters Score -5006306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5006306 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5006310 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5006310 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -5006313.000000 Penalty: 3444.928467
	Iteration 193Q: 3 clusters Score -5006313 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5006314 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -5006311.000000 Penalty: 3444.928467
	Iteration 195Q: 3 clusters Score -5006311 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -5006312.500000 Penalty: 3444.928467
	Iteration 196Q: 3 clusters Score -5006312 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -5006315.000000 Penalty: 3444.928467
	Iteration 197Q: 3 clusters Score -5006315 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5006312 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5006312 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -5006313.000000 Penalty: 3444.928467
	Iteration 200F: 3 clusters Score -5006313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -5006321.500000 Penalty: 3444.928467
	Iteration 201Q: 3 clusters Score -5006322 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5006320 nChanged 1
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Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5006320 nChanged 1
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Mstep: Class 1 contains 23166 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5006322 nChanged 0
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	Iteration 205F: 3 clusters Score -5006322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -244230.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -242167.9 nChanged 666
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Mstep: Class 1 contains 984 members 
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	Iteration 1F: 3 clusters Score -242604.9 nChanged 142
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Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -242702.3 nChanged 94
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Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -242764.4 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -242800.1 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -242818.046875 Penalty: 2467.682861
	Iteration 5Q: 3 clusters Score -242818 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -242830.156250 Penalty: 2467.682861
	Iteration 6Q: 3 clusters Score -242830.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -242842.312500 Penalty: 2467.682861
	Iteration 7Q: 3 clusters Score -242842.3 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -242852.171875 Penalty: 2467.682861
	Iteration 8Q: 3 clusters Score -242852.2 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -242860.828125 Penalty: 2467.682861
	Iteration 9Q: 3 clusters Score -242860.8 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -242868 nChanged 15
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Mstep: Class 1 contains 997 members 
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Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -242877.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -242883.468750 Penalty: 2467.682861
	Iteration 12Q: 3 clusters Score -242883.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -242888.296875 Penalty: 2467.682861
	Iteration 13Q: 3 clusters Score -242888.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -242895.125000 Penalty: 2467.682861
	Iteration 14Q: 3 clusters Score -242895.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -242898.015625 Penalty: 2467.682861
	Iteration 15Q: 3 clusters Score -242898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -242899.093750 Penalty: 2467.682861
	Iteration 16Q: 3 clusters Score -242899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -242900.093750 Penalty: 2467.682861
	Iteration 17Q: 3 clusters Score -242900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -242900.406250 Penalty: 2467.682861
	Iteration 18Q: 3 clusters Score -242900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -242900.609375 Penalty: 2467.682861
	Iteration 19Q: 3 clusters Score -242900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -242901.031250 Penalty: 2467.682861
	Iteration 20F: 3 clusters Score -242901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242901.359375 Penalty: 2467.682861
	Iteration 21Q: 3 clusters Score -242901.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242901.359375 Penalty: 2467.682861
	Iteration 22F: 3 clusters Score -242901.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 8139 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 6977 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 8 contains 42417 members 
Mstep: Class 9 contains 39515 members 
Mstep: Class 12 contains 35480 members 
Mstep: Class 14 contains 148 members 
Mstep: Class 15 contains 9681 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 9152 members 
Mstep: Class 19 contains 40126 members 
Mstep: Class 21 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26430318.000000 Penalty: 29981.072266
Iteration 39Q: 16 clusters Score -2.643032e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21586 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 1634 members 
Mstep: Class 8 contains 42457 members 
Mstep: Class 9 contains 39670 members 
Mstep: Class 12 contains 35811 members 
Mstep: Class 14 contains 155 members 
Mstep: Class 15 contains 9674 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 9383 members 
Mstep: Class 19 contains 39992 members 
Mstep: Class 21 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26430918.000000 Penalty: 29981.072266
Iteration 40F: 16 clusters Score -2.643092e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21766 members 
Mstep: Class 3 contains 8257 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 1633 members 
Mstep: Class 8 contains 42186 members 
Mstep: Class 9 contains 39767 members 
Mstep: Class 12 contains 35585 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 9628 members 
Mstep: Class 19 contains 39785 members 
Mstep: Class 21 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26431460.000000 Penalty: 29981.072266
Iteration 41Q: 16 clusters Score -2.643146e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21937 members 
Mstep: Class 3 contains 8308 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 7518 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 8 contains 41999 members 
Mstep: Class 9 contains 39729 members 
Mstep: Class 12 contains 35223 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9652 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 9926 members 
Mstep: Class 19 contains 39648 members 
Mstep: Class 21 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26431876.000000 Penalty: 29981.072266
Iteration 42Q: 16 clusters Score -2.643188e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22087 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 7783 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 8 contains 41915 members 
Mstep: Class 9 contains 39677 members 
Mstep: Class 12 contains 34729 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9651 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 19 contains 39493 members 
Mstep: Class 21 contains 1926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26432480.000000 Penalty: 29981.072266
Iteration 43Q: 16 clusters Score -2.643248e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22239 members 
Mstep: Class 3 contains 8371 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 8 contains 41892 members 
Mstep: Class 9 contains 39660 members 
Mstep: Class 12 contains 34136 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9638 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 10587 members 
Mstep: Class 19 contains 39355 members 
Mstep: Class 21 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26432798.000000 Penalty: 29981.072266
Iteration 44Q: 16 clusters Score -2.64328e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 22346 members 
Mstep: Class 3 contains 8387 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 8324 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 8 contains 41941 members 
Mstep: Class 9 contains 39642 members 
Mstep: Class 12 contains 33561 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9636 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 10894 members 
Mstep: Class 19 contains 39224 members 
Mstep: Class 21 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433030.000000 Penalty: 29981.072266
Iteration 45Q: 16 clusters Score -2.643303e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22435 members 
Mstep: Class 3 contains 8408 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 8607 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 8 contains 41975 members 
Mstep: Class 9 contains 39618 members 
Mstep: Class 12 contains 33005 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9622 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 11171 members 
Mstep: Class 19 contains 39121 members 
Mstep: Class 21 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433334.000000 Penalty: 29981.072266
Iteration 46Q: 16 clusters Score -2.643333e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 22513 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 8876 members 
Mstep: Class 6 contains 1633 members 
Mstep: Class 8 contains 41999 members 
Mstep: Class 9 contains 39622 members 
Mstep: Class 12 contains 32475 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 11424 members 
Mstep: Class 19 contains 39016 members 
Mstep: Class 21 contains 1896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433562.000000 Penalty: 29981.072266
Iteration 47Q: 16 clusters Score -2.643356e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22564 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 9169 members 
Mstep: Class 6 contains 1640 members 
Mstep: Class 8 contains 42050 members 
Mstep: Class 9 contains 39625 members 
Mstep: Class 12 contains 31947 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9586 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 11672 members 
Mstep: Class 19 contains 38888 members 
Mstep: Class 21 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433744.000000 Penalty: 29981.072266
Iteration 48Q: 16 clusters Score -2.643374e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 22598 members 
Mstep: Class 3 contains 8511 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 9472 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 42092 members 
Mstep: Class 9 contains 39623 members 
Mstep: Class 12 contains 31487 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9570 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 11883 members 
Mstep: Class 19 contains 38733 members 
Mstep: Class 21 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433788.000000 Penalty: 29981.072266
Iteration 49Q: 16 clusters Score -2.643379e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22632 members 
Mstep: Class 3 contains 8551 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 9786 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 8 contains 42117 members 
Mstep: Class 9 contains 39601 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9555 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 12074 members 
Mstep: Class 19 contains 38596 members 
Mstep: Class 21 contains 1863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433902.000000 Penalty: 29981.072266
Iteration 50Q: 16 clusters Score -2.64339e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22633 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 1665 members 
Mstep: Class 8 contains 42128 members 
Mstep: Class 9 contains 39572 members 
Mstep: Class 12 contains 30709 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9534 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 12279 members 
Mstep: Class 19 contains 38427 members 
Mstep: Class 21 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433924.000000 Penalty: 29981.072266
Iteration 51Q: 16 clusters Score -2.643392e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22659 members 
Mstep: Class 3 contains 8627 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 10440 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 8 contains 42129 members 
Mstep: Class 9 contains 39530 members 
Mstep: Class 12 contains 30383 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9523 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 12469 members 
Mstep: Class 19 contains 38241 members 
Mstep: Class 21 contains 1828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434114.000000 Penalty: 29981.072266
Iteration 52Q: 16 clusters Score -2.643411e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22679 members 
Mstep: Class 3 contains 8662 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 1669 members 
Mstep: Class 8 contains 42090 members 
Mstep: Class 9 contains 39546 members 
Mstep: Class 12 contains 30091 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9502 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 12623 members 
Mstep: Class 19 contains 38043 members 
Mstep: Class 21 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434160.000000 Penalty: 29981.072266
Iteration 53Q: 16 clusters Score -2.643416e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22674 members 
Mstep: Class 3 contains 8684 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 11087 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 8 contains 42073 members 
Mstep: Class 9 contains 39566 members 
Mstep: Class 12 contains 29816 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 19 contains 37852 members 
Mstep: Class 21 contains 1804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434260.000000 Penalty: 29981.072266
Iteration 54Q: 16 clusters Score -2.643426e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22663 members 
Mstep: Class 3 contains 8703 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 11393 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 8 contains 42038 members 
Mstep: Class 9 contains 39545 members 
Mstep: Class 12 contains 29616 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9466 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 12941 members 
Mstep: Class 19 contains 37662 members 
Mstep: Class 21 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434338.000000 Penalty: 29981.072266
Iteration 55Q: 16 clusters Score -2.643434e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22656 members 
Mstep: Class 3 contains 8726 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 11715 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 8 contains 41979 members 
Mstep: Class 9 contains 39542 members 
Mstep: Class 12 contains 29445 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9446 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 13103 members 
Mstep: Class 19 contains 37408 members 
Mstep: Class 21 contains 1781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434408.000000 Penalty: 29981.072266
Iteration 56Q: 16 clusters Score -2.643441e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22643 members 
Mstep: Class 3 contains 8746 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 12028 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 8 contains 41971 members 
Mstep: Class 9 contains 39531 members 
Mstep: Class 12 contains 29293 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9429 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 21 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434562.000000 Penalty: 29981.072266
Iteration 57Q: 16 clusters Score -2.643456e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22627 members 
Mstep: Class 3 contains 8769 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 8 contains 41999 members 
Mstep: Class 9 contains 39519 members 
Mstep: Class 12 contains 29143 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9408 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 19 contains 36843 members 
Mstep: Class 21 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434580.000000 Penalty: 29981.072266
Iteration 58Q: 16 clusters Score -2.643458e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22613 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 12646 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 8 contains 42040 members 
Mstep: Class 9 contains 39509 members 
Mstep: Class 12 contains 28958 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9394 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 13518 members 
Mstep: Class 19 contains 36554 members 
Mstep: Class 21 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434650.000000 Penalty: 29981.072266
Iteration 59Q: 16 clusters Score -2.643465e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22604 members 
Mstep: Class 3 contains 8806 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 12944 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 8 contains 42042 members 
Mstep: Class 9 contains 39488 members 
Mstep: Class 12 contains 28804 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9388 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 13674 members 
Mstep: Class 19 contains 36276 members 
Mstep: Class 21 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434688.000000 Penalty: 29981.072266
Iteration 60F: 16 clusters Score -2.643469e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22586 members 
Mstep: Class 3 contains 8834 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 13261 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 8 contains 42007 members 
Mstep: Class 9 contains 39468 members 
Mstep: Class 12 contains 28698 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 13831 members 
Mstep: Class 19 contains 35964 members 
Mstep: Class 21 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434808.000000 Penalty: 29981.072266
Iteration 61Q: 16 clusters Score -2.643481e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22562 members 
Mstep: Class 3 contains 8855 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 13624 members 
Mstep: Class 6 contains 1757 members 
Mstep: Class 8 contains 41972 members 
Mstep: Class 9 contains 39433 members 
Mstep: Class 12 contains 28627 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9355 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 13976 members 
Mstep: Class 19 contains 35611 members 
Mstep: Class 21 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434898.000000 Penalty: 29981.072266
Iteration 62Q: 16 clusters Score -2.64349e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22532 members 
Mstep: Class 3 contains 8876 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 14015 members 
Mstep: Class 6 contains 1766 members 
Mstep: Class 8 contains 41943 members 
Mstep: Class 9 contains 39401 members 
Mstep: Class 12 contains 28560 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9329 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14112 members 
Mstep: Class 19 contains 35242 members 
Mstep: Class 21 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435022.000000 Penalty: 29981.072266
Iteration 63Q: 16 clusters Score -2.643502e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22497 members 
Mstep: Class 3 contains 8899 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 14447 members 
Mstep: Class 6 contains 1777 members 
Mstep: Class 8 contains 41932 members 
Mstep: Class 9 contains 39351 members 
Mstep: Class 12 contains 28496 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9309 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14240 members 
Mstep: Class 19 contains 34840 members 
Mstep: Class 21 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435042.000000 Penalty: 29981.072266
Iteration 64Q: 16 clusters Score -2.643504e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22469 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 14927 members 
Mstep: Class 6 contains 1783 members 
Mstep: Class 8 contains 41881 members 
Mstep: Class 9 contains 39277 members 
Mstep: Class 12 contains 28459 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9287 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14363 members 
Mstep: Class 19 contains 34430 members 
Mstep: Class 21 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435244.000000 Penalty: 29981.072266
Iteration 65Q: 16 clusters Score -2.643524e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22440 members 
Mstep: Class 3 contains 8938 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 15436 members 
Mstep: Class 6 contains 1790 members 
Mstep: Class 8 contains 41856 members 
Mstep: Class 9 contains 39203 members 
Mstep: Class 12 contains 28421 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14459 members 
Mstep: Class 19 contains 34001 members 
Mstep: Class 21 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435440.000000 Penalty: 29981.072266
Iteration 66Q: 16 clusters Score -2.643544e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22407 members 
Mstep: Class 3 contains 8956 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 15951 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 8 contains 41819 members 
Mstep: Class 9 contains 39132 members 
Mstep: Class 12 contains 28384 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9254 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14540 members 
Mstep: Class 19 contains 33588 members 
Mstep: Class 21 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435556.000000 Penalty: 29981.072266
Iteration 67Q: 16 clusters Score -2.643556e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22377 members 
Mstep: Class 3 contains 8976 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 16451 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 8 contains 41772 members 
Mstep: Class 9 contains 39060 members 
Mstep: Class 12 contains 28391 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9240 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14607 members 
Mstep: Class 19 contains 33169 members 
Mstep: Class 21 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435592.000000 Penalty: 29981.072266
Iteration 68Q: 16 clusters Score -2.643559e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22364 members 
Mstep: Class 3 contains 8989 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 16998 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 8 contains 41722 members 
Mstep: Class 9 contains 38988 members 
Mstep: Class 12 contains 28351 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9230 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14671 members 
Mstep: Class 19 contains 32742 members 
Mstep: Class 21 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435686.000000 Penalty: 29981.072266
Iteration 69Q: 16 clusters Score -2.643569e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22345 members 
Mstep: Class 3 contains 8999 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 17548 members 
Mstep: Class 6 contains 1814 members 
Mstep: Class 8 contains 41715 members 
Mstep: Class 9 contains 38909 members 
Mstep: Class 12 contains 28305 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9219 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14735 members 
Mstep: Class 19 contains 32283 members 
Mstep: Class 21 contains 1618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435662.000000 Penalty: 29981.072266
Iteration 70Q: 16 clusters Score -2.643566e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22330 members 
Mstep: Class 3 contains 9025 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 18120 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 8 contains 41670 members 
Mstep: Class 9 contains 38861 members 
Mstep: Class 12 contains 28278 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9196 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14789 members 
Mstep: Class 19 contains 31796 members 
Mstep: Class 21 contains 1598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435758.000000 Penalty: 29981.072266
Iteration 71Q: 16 clusters Score -2.643576e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22327 members 
Mstep: Class 3 contains 9024 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 18667 members 
Mstep: Class 6 contains 1829 members 
Mstep: Class 8 contains 41650 members 
Mstep: Class 9 contains 38783 members 
Mstep: Class 12 contains 28259 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14842 members 
Mstep: Class 19 contains 31347 members 
Mstep: Class 21 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435834.000000 Penalty: 29981.072266
Iteration 72Q: 16 clusters Score -2.643583e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22332 members 
Mstep: Class 3 contains 9049 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 19217 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 8 contains 41637 members 
Mstep: Class 9 contains 38690 members 
Mstep: Class 12 contains 28236 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9160 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14883 members 
Mstep: Class 19 contains 30895 members 
Mstep: Class 21 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435914.000000 Penalty: 29981.072266
Iteration 73Q: 16 clusters Score -2.643591e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22318 members 
Mstep: Class 3 contains 9077 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 19820 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 8 contains 41595 members 
Mstep: Class 9 contains 38595 members 
Mstep: Class 12 contains 28211 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9144 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14926 members 
Mstep: Class 19 contains 30428 members 
Mstep: Class 21 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26436012.000000 Penalty: 29981.072266
Iteration 74Q: 16 clusters Score -2.643601e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22289 members 
Mstep: Class 3 contains 9106 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 20514 members 
Mstep: Class 6 contains 1835 members 
Mstep: Class 8 contains 41561 members 
Mstep: Class 9 contains 38464 members 
Mstep: Class 12 contains 28189 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9118 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14979 members 
Mstep: Class 19 contains 29911 members 
Mstep: Class 21 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26436360.000000 Penalty: 29981.072266
Iteration 75Q: 16 clusters Score -2.643636e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22253 members 
Mstep: Class 3 contains 9138 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 21320 members 
Mstep: Class 6 contains 1838 members 
Mstep: Class 8 contains 41577 members 
Mstep: Class 9 contains 38293 members 
Mstep: Class 12 contains 28143 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9090 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15015 members 
Mstep: Class 19 contains 29319 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26436588.000000 Penalty: 29981.072266
Iteration 76Q: 16 clusters Score -2.643659e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22211 members 
Mstep: Class 3 contains 9172 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 22362 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 8 contains 41552 members 
Mstep: Class 9 contains 38078 members 
Mstep: Class 12 contains 28059 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9057 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15028 members 
Mstep: Class 19 contains 28646 members 
Mstep: Class 21 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26436998.000000 Penalty: 29981.072266
Iteration 77Q: 16 clusters Score -2.6437e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 9192 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 23595 members 
Mstep: Class 6 contains 1853 members 
Mstep: Class 8 contains 41545 members 
Mstep: Class 9 contains 37802 members 
Mstep: Class 12 contains 27949 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15023 members 
Mstep: Class 19 contains 27855 members 
Mstep: Class 21 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26437672.000000 Penalty: 29981.072266
Iteration 78Q: 16 clusters Score -2.643767e+07 nChanged 2598
Entering ConstructFrom: 
Score: -26437672.000000 Penalty: 29981.072266
Entering ConstructFrom: 
Trying to split cluster 1 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -33580.156250 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -33580.16 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 170 members 
Entering Unmasked Estep 
Score: -32691.492188 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -32691.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32786.558594 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -32786.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32812.371094 Penalty: 1883.718750
	Iteration 2Q: 3 clusters Score -32812.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32842.972656 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -32842.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32849.242188 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -32849.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32851.980469 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -32851.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32857.515625 Penalty: 1883.718750
	Iteration 6Q: 3 clusters Score -32857.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32865.390625 Penalty: 1883.718750
	Iteration 7Q: 3 clusters Score -32865.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32867.636719 Penalty: 1883.718750
	Iteration 8Q: 3 clusters Score -32867.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32867.636719 Penalty: 1883.718750
	Iteration 9F: 3 clusters Score -32867.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Entering Unmasked Estep 
Score: -2733801.000000 Penalty: 1626.026245
	Iteration 0F: 2 clusters Score -2733801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2718667.000000 Penalty: 3252.052490
	Iteration 0F: 3 clusters Score -2718667 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2724292.000000 Penalty: 3252.052490
	Iteration 1F: 3 clusters Score -2724292 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2724665.000000 Penalty: 3252.052490
	Iteration 2Q: 3 clusters Score -2724665 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2725059.250000 Penalty: 3252.052490
	Iteration 3Q: 3 clusters Score -2725059 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2725556.500000 Penalty: 3252.052490
	Iteration 4F: 3 clusters Score -2725556 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2726203.000000 Penalty: 3252.052490
	Iteration 5F: 3 clusters Score -2726203 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2727047.750000 Penalty: 3252.052490
	Iteration 6F: 3 clusters Score -2727048 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2728107.750000 Penalty: 3252.052490
	Iteration 7F: 3 clusters Score -2728108 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2729289.000000 Penalty: 3252.052490
	Iteration 8F: 3 clusters Score -2729289 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2730426.000000 Penalty: 3252.052490
	Iteration 9F: 3 clusters Score -2730426 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2731378.250000 Penalty: 3252.052490
	Iteration 10Q: 3 clusters Score -2731378 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2731939.250000 Penalty: 3252.052490
	Iteration 11Q: 3 clusters Score -2731939 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2732206.250000 Penalty: 3252.052490
	Iteration 12Q: 3 clusters Score -2732206 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2732337.750000 Penalty: 3252.052490
	Iteration 13Q: 3 clusters Score -2732338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2732432.000000 Penalty: 3252.052490
	Iteration 14Q: 3 clusters Score -2732432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2732487.750000 Penalty: 3252.052490
	Iteration 15Q: 3 clusters Score -2732488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2732517.250000 Penalty: 3252.052490
	Iteration 16Q: 3 clusters Score -2732517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2732523.000000 Penalty: 3252.052490
	Iteration 17Q: 3 clusters Score -2732523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2732529.750000 Penalty: 3252.052490
	Iteration 18Q: 3 clusters Score -2732530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2732544.250000 Penalty: 3252.052490
	Iteration 19Q: 3 clusters Score -2732544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2732546.000000 Penalty: 3252.052490
	Iteration 20F: 3 clusters Score -2732546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2732549.000000 Penalty: 3252.052490
	Iteration 21Q: 3 clusters Score -2732549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2732550.500000 Penalty: 3252.052490
	Iteration 22Q: 3 clusters Score -2732550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2732550.250000 Penalty: 3252.052490
	Iteration 23Q: 3 clusters Score -2732550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2732551.750000 Penalty: 3252.052490
	Iteration 24Q: 3 clusters Score -2732552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2732554.500000 Penalty: 3252.052490
	Iteration 25Q: 3 clusters Score -2732554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2732556.250000 Penalty: 3252.052490
	Iteration 26Q: 3 clusters Score -2732556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2732556.250000 Penalty: 3252.052490
	Iteration 27F: 3 clusters Score -2732556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Entering Unmasked Estep 
Score: -1128852.250000 Penalty: 1483.536499
	Iteration 0F: 2 clusters Score -1128852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1122133.875000 Penalty: 2967.072998
	Iteration 0F: 3 clusters Score -1122134 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1124224.625000 Penalty: 2967.072998
	Iteration 1F: 3 clusters Score -1124225 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1124412.500000 Penalty: 2967.072998
	Iteration 2F: 3 clusters Score -1124412 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1124538.125000 Penalty: 2967.072998
	Iteration 3Q: 3 clusters Score -1124538 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1124622.750000 Penalty: 2967.072998
	Iteration 4Q: 3 clusters Score -1124623 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1124684.875000 Penalty: 2967.072998
	Iteration 5Q: 3 clusters Score -1124685 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1124743.750000 Penalty: 2967.072998
	Iteration 6Q: 3 clusters Score -1124744 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1124790.000000 Penalty: 2967.072998
	Iteration 7Q: 3 clusters Score -1124790 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1124832.125000 Penalty: 2967.072998
	Iteration 8Q: 3 clusters Score -1124832 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1124876.500000 Penalty: 2967.072998
	Iteration 9Q: 3 clusters Score -1124876 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1124919.625000 Penalty: 2967.072998
	Iteration 10Q: 3 clusters Score -1124920 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1124979.750000 Penalty: 2967.072998
	Iteration 11Q: 3 clusters Score -1124980 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1125044.625000 Penalty: 2967.072998
	Iteration 12Q: 3 clusters Score -1125045 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1125115.875000 Penalty: 2967.072998
	Iteration 13Q: 3 clusters Score -1125116 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1125201.375000 Penalty: 2967.072998
	Iteration 14Q: 3 clusters Score -1125201 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1125331.625000 Penalty: 2967.072998
	Iteration 15Q: 3 clusters Score -1125332 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1125514.750000 Penalty: 2967.072998
	Iteration 16Q: 3 clusters Score -1125515 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1125719.250000 Penalty: 2967.072998
	Iteration 17Q: 3 clusters Score -1125719 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1125943.250000 Penalty: 2967.072998
	Iteration 18Q: 3 clusters Score -1125943 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1126239.375000 Penalty: 2967.072998
	Iteration 19Q: 3 clusters Score -1126239 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1126604.375000 Penalty: 2967.072998
	Iteration 20F: 3 clusters Score -1126604 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1126890.125000 Penalty: 2967.072998
	Iteration 21Q: 3 clusters Score -1126890 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1127074.750000 Penalty: 2967.072998
	Iteration 22Q: 3 clusters Score -1127075 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1127179.000000 Penalty: 2967.072998
	Iteration 23Q: 3 clusters Score -1127179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1127276.625000 Penalty: 2967.072998
	Iteration 24Q: 3 clusters Score -1127277 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1127370.000000 Penalty: 2967.072998
	Iteration 25Q: 3 clusters Score -1127370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1127441.875000 Penalty: 2967.072998
	Iteration 26Q: 3 clusters Score -1127442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1127497.875000 Penalty: 2967.072998
	Iteration 27Q: 3 clusters Score -1127498 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1127528.750000 Penalty: 2967.072998
	Iteration 28Q: 3 clusters Score -1127529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1127554.375000 Penalty: 2967.072998
	Iteration 29Q: 3 clusters Score -1127554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1127570.250000 Penalty: 2967.072998
	Iteration 30Q: 3 clusters Score -1127570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1127584.875000 Penalty: 2967.072998
	Iteration 31Q: 3 clusters Score -1127585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1127594.625000 Penalty: 2967.072998
	Iteration 32Q: 3 clusters Score -1127595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1127603.750000 Penalty: 2967.072998
	Iteration 33Q: 3 clusters Score -1127604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1127606.625000 Penalty: 2967.072998
	Iteration 34Q: 3 clusters Score -1127607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1127610.000000 Penalty: 2967.072998
	Iteration 35Q: 3 clusters Score -1127610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1127611.250000 Penalty: 2967.072998
	Iteration 36Q: 3 clusters Score -1127611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1127613.000000 Penalty: 2967.072998
	Iteration 37Q: 3 clusters Score -1127613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1127614.625000 Penalty: 2967.072998
	Iteration 38Q: 3 clusters Score -1127615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1127617.500000 Penalty: 2967.072998
	Iteration 39Q: 3 clusters Score -1127618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1127619.875000 Penalty: 2967.072998
	Iteration 40F: 3 clusters Score -1127620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1127622.750000 Penalty: 2967.072998
	Iteration 41Q: 3 clusters Score -1127623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1127622.875000 Penalty: 2967.072998
	Iteration 42Q: 3 clusters Score -1127623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1127624.750000 Penalty: 2967.072998
	Iteration 43Q: 3 clusters Score -1127625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1127628.000000 Penalty: 2967.072998
	Iteration 44Q: 3 clusters Score -1127628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1127626.375000 Penalty: 2967.072998
	Iteration 45Q: 3 clusters Score -1127626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1127627.375000 Penalty: 2967.072998
	Iteration 46Q: 3 clusters Score -1127627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1127629.375000 Penalty: 2967.072998
	Iteration 47Q: 3 clusters Score -1127629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1127629.500000 Penalty: 2967.072998
	Iteration 48Q: 3 clusters Score -1127630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1127629.500000 Penalty: 2967.072998
	Iteration 49Q: 3 clusters Score -1127630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1127631.125000 Penalty: 2967.072998
	Iteration 50Q: 3 clusters Score -1127631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1127630.250000 Penalty: 2967.072998
	Iteration 51Q: 3 clusters Score -1127630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1127630.250000 Penalty: 2967.072998
	Iteration 52F: 3 clusters Score -1127630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -157744.265625 Penalty: 1172.953735
	Iteration 0F: 2 clusters Score -157744.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156072.140625 Penalty: 2345.907471
	Iteration 0F: 3 clusters Score -156072.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -156383.718750 Penalty: 2345.907471
	Iteration 1F: 3 clusters Score -156383.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -156462.015625 Penalty: 2345.907471
	Iteration 2F: 3 clusters Score -156462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -156489.140625 Penalty: 2345.907471
	Iteration 3Q: 3 clusters Score -156489.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -156507.250000 Penalty: 2345.907471
	Iteration 4Q: 3 clusters Score -156507.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -156535.953125 Penalty: 2345.907471
	Iteration 5Q: 3 clusters Score -156536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -156564.609375 Penalty: 2345.907471
	Iteration 6Q: 3 clusters Score -156564.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -156593.265625 Penalty: 2345.907471
	Iteration 7Q: 3 clusters Score -156593.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -156625.875000 Penalty: 2345.907471
	Iteration 8Q: 3 clusters Score -156625.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -156648.250000 Penalty: 2345.907471
	Iteration 9Q: 3 clusters Score -156648.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -156661.984375 Penalty: 2345.907471
	Iteration 10Q: 3 clusters Score -156662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -156672.125000 Penalty: 2345.907471
	Iteration 11Q: 3 clusters Score -156672.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -156680.093750 Penalty: 2345.907471
	Iteration 12Q: 3 clusters Score -156680.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -156683.453125 Penalty: 2345.907471
	Iteration 13Q: 3 clusters Score -156683.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -156686.843750 Penalty: 2345.907471
	Iteration 14Q: 3 clusters Score -156686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -156689.343750 Penalty: 2345.907471
	Iteration 15Q: 3 clusters Score -156689.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -156692.312500 Penalty: 2345.907471
	Iteration 16Q: 3 clusters Score -156692.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -156695.828125 Penalty: 2345.907471
	Iteration 17Q: 3 clusters Score -156695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -156697.843750 Penalty: 2345.907471
	Iteration 18Q: 3 clusters Score -156697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -156705.500000 Penalty: 2345.907471
	Iteration 19Q: 3 clusters Score -156705.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -156711.437500 Penalty: 2345.907471
	Iteration 20F: 3 clusters Score -156711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -156715.265625 Penalty: 2345.907471
	Iteration 21Q: 3 clusters Score -156715.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -156718.703125 Penalty: 2345.907471
	Iteration 22Q: 3 clusters Score -156718.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -156721.437500 Penalty: 2345.907471
	Iteration 23Q: 3 clusters Score -156721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -156725.046875 Penalty: 2345.907471
	Iteration 24Q: 3 clusters Score -156725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -156727.593750 Penalty: 2345.907471
	Iteration 25Q: 3 clusters Score -156727.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -156732.000000 Penalty: 2345.907471
	Iteration 26Q: 3 clusters Score -156732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -156740.203125 Penalty: 2345.907471
	Iteration 27Q: 3 clusters Score -156740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -156744.671875 Penalty: 2345.907471
	Iteration 28Q: 3 clusters Score -156744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -156746.875000 Penalty: 2345.907471
	Iteration 29Q: 3 clusters Score -156746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -156747.687500 Penalty: 2345.907471
	Iteration 30Q: 3 clusters Score -156747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -156748.734375 Penalty: 2345.907471
	Iteration 31Q: 3 clusters Score -156748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -156749.031250 Penalty: 2345.907471
	Iteration 32Q: 3 clusters Score -156749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -156749.031250 Penalty: 2345.907471
	Iteration 33F: 3 clusters Score -156749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Entering Unmasked Estep 
Score: -3145274.250000 Penalty: 1646.827148
	Iteration 0F: 2 clusters Score -3145274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3128226.000000 Penalty: 3293.654297
	Iteration 0F: 3 clusters Score -3128226 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3134549.000000 Penalty: 3293.654297
	Iteration 1F: 3 clusters Score -3134549 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -3134917.500000 Penalty: 3293.654297
	Iteration 2Q: 3 clusters Score -3134918 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3135297.500000 Penalty: 3293.654297
	Iteration 3Q: 3 clusters Score -3135298 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3135789.250000 Penalty: 3293.654297
	Iteration 4Q: 3 clusters Score -3135789 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -3136481.000000 Penalty: 3293.654297
	Iteration 5F: 3 clusters Score -3136481 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3137499.500000 Penalty: 3293.654297
	Iteration 6F: 3 clusters Score -3137500 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3138788.750000 Penalty: 3293.654297
	Iteration 7F: 3 clusters Score -3138789 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3140329.000000 Penalty: 3293.654297
	Iteration 8F: 3 clusters Score -3140329 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3141728.500000 Penalty: 3293.654297
	Iteration 9F: 3 clusters Score -3141728 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3142710.750000 Penalty: 3293.654297
	Iteration 10Q: 3 clusters Score -3142711 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3143248.000000 Penalty: 3293.654297
	Iteration 11Q: 3 clusters Score -3143248 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3143514.500000 Penalty: 3293.654297
	Iteration 12Q: 3 clusters Score -3143514 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3143646.000000 Penalty: 3293.654297
	Iteration 13Q: 3 clusters Score -3143646 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3143719.500000 Penalty: 3293.654297
	Iteration 14Q: 3 clusters Score -3143720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3143760.750000 Penalty: 3293.654297
	Iteration 15Q: 3 clusters Score -3143761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3143795.750000 Penalty: 3293.654297
	Iteration 16Q: 3 clusters Score -3143796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3143826.250000 Penalty: 3293.654297
	Iteration 17Q: 3 clusters Score -3143826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3143854.250000 Penalty: 3293.654297
	Iteration 18Q: 3 clusters Score -3143854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3143872.000000 Penalty: 3293.654297
	Iteration 19Q: 3 clusters Score -3143872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3143897.750000 Penalty: 3293.654297
	Iteration 20F: 3 clusters Score -3143898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3143902.750000 Penalty: 3293.654297
	Iteration 21Q: 3 clusters Score -3143903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3143904.500000 Penalty: 3293.654297
	Iteration 22Q: 3 clusters Score -3143904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3143904.500000 Penalty: 3293.654297
	Iteration 23F: 3 clusters Score -3143904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -224884.062500 Penalty: 1223.703003
	Iteration 0F: 2 clusters Score -224884.1 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 928 members 
Entering Unmasked Estep 
Score: -222897.265625 Penalty: 2447.406006
	Iteration 0F: 3 clusters Score -222897.3 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -223321.937500 Penalty: 2447.406006
	Iteration 1F: 3 clusters Score -223321.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -223419.718750 Penalty: 2447.406006
	Iteration 2F: 3 clusters Score -223419.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -223472.890625 Penalty: 2447.406006
	Iteration 3Q: 3 clusters Score -223472.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -223507.343750 Penalty: 2447.406006
	Iteration 4Q: 3 clusters Score -223507.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -223532.781250 Penalty: 2447.406006
	Iteration 5Q: 3 clusters Score -223532.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -223546.234375 Penalty: 2447.406006
	Iteration 6Q: 3 clusters Score -223546.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -223555.859375 Penalty: 2447.406006
	Iteration 7Q: 3 clusters Score -223555.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -223564.953125 Penalty: 2447.406006
	Iteration 8Q: 3 clusters Score -223565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -223577.109375 Penalty: 2447.406006
	Iteration 9Q: 3 clusters Score -223577.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -223585.734375 Penalty: 2447.406006
	Iteration 10Q: 3 clusters Score -223585.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -223590.281250 Penalty: 2447.406006
	Iteration 11Q: 3 clusters Score -223590.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -223595.546875 Penalty: 2447.406006
	Iteration 12Q: 3 clusters Score -223595.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -223601.375000 Penalty: 2447.406006
	Iteration 13Q: 3 clusters Score -223601.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -223606.328125 Penalty: 2447.406006
	Iteration 14Q: 3 clusters Score -223606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -223609.093750 Penalty: 2447.406006
	Iteration 15Q: 3 clusters Score -223609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -223611.125000 Penalty: 2447.406006
	Iteration 16Q: 3 clusters Score -223611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -223613.593750 Penalty: 2447.406006
	Iteration 17Q: 3 clusters Score -223613.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -223616.718750 Penalty: 2447.406006
	Iteration 18Q: 3 clusters Score -223616.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -223624.703125 Penalty: 2447.406006
	Iteration 19Q: 3 clusters Score -223624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -223628.218750 Penalty: 2447.406006
	Iteration 20F: 3 clusters Score -223628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -223629.765625 Penalty: 2447.406006
	Iteration 21Q: 3 clusters Score -223629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -223632.359375 Penalty: 2447.406006
	Iteration 22Q: 3 clusters Score -223632.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223637.375000 Penalty: 2447.406006
	Iteration 23Q: 3 clusters Score -223637.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -223641.140625 Penalty: 2447.406006
	Iteration 24Q: 3 clusters Score -223641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -223645.156250 Penalty: 2447.406006
	Iteration 25Q: 3 clusters Score -223645.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -223648.625000 Penalty: 2447.406006
	Iteration 26Q: 3 clusters Score -223648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -223650.093750 Penalty: 2447.406006
	Iteration 27Q: 3 clusters Score -223650.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -223653.484375 Penalty: 2447.406006
	Iteration 28Q: 3 clusters Score -223653.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -223658.109375 Penalty: 2447.406006
	Iteration 29Q: 3 clusters Score -223658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -223659.015625 Penalty: 2447.406006
	Iteration 30Q: 3 clusters Score -223659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -223663.046875 Penalty: 2447.406006
	Iteration 31Q: 3 clusters Score -223663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -223667.406250 Penalty: 2447.406006
	Iteration 32Q: 3 clusters Score -223667.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -223671.390625 Penalty: 2447.406006
	Iteration 33Q: 3 clusters Score -223671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -223673.468750 Penalty: 2447.406006
	Iteration 34Q: 3 clusters Score -223673.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -223675.562500 Penalty: 2447.406006
	Iteration 35Q: 3 clusters Score -223675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -223677.796875 Penalty: 2447.406006
	Iteration 36Q: 3 clusters Score -223677.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -223679.062500 Penalty: 2447.406006
	Iteration 37Q: 3 clusters Score -223679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -223681.203125 Penalty: 2447.406006
	Iteration 38Q: 3 clusters Score -223681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -223682.578125 Penalty: 2447.406006
	Iteration 39Q: 3 clusters Score -223682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -223685.015625 Penalty: 2447.406006
	Iteration 40F: 3 clusters Score -223685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -223686.578125 Penalty: 2447.406006
	Iteration 41Q: 3 clusters Score -223686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -223687.671875 Penalty: 2447.406006
	Iteration 42Q: 3 clusters Score -223687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -223688.062500 Penalty: 2447.406006
	Iteration 43Q: 3 clusters Score -223688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -223689.203125 Penalty: 2447.406006
	Iteration 44Q: 3 clusters Score -223689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -223689.437500 Penalty: 2447.406006
	Iteration 45Q: 3 clusters Score -223689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -223690.359375 Penalty: 2447.406006
	Iteration 46Q: 3 clusters Score -223690.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -223690.812500 Penalty: 2447.406006
	Iteration 47Q: 3 clusters Score -223690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -223690.812500 Penalty: 2447.406006
	Iteration 48F: 3 clusters Score -223690.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Entering Unmasked Estep 
Score: -5036470.500000 Penalty: 1728.029297
	Iteration 0F: 2 clusters Score -5036470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -5012095.500000 Penalty: 3456.058594
	Iteration 0F: 3 clusters Score -5012096 nChanged 19217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5023129.500000 Penalty: 3456.058594
	Iteration 1F: 3 clusters Score -5023130 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -5023833.000000 Penalty: 3456.058594
	Iteration 2F: 3 clusters Score -5023833 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -5024621.000000 Penalty: 3456.058594
	Iteration 3F: 3 clusters Score -5024621 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -5025669.500000 Penalty: 3456.058594
	Iteration 4F: 3 clusters Score -5025670 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -5027146.000000 Penalty: 3456.058594
	Iteration 5F: 3 clusters Score -5027146 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -5029145.500000 Penalty: 3456.058594
	Iteration 6F: 3 clusters Score -5029146 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -5031587.500000 Penalty: 3456.058594
	Iteration 7F: 3 clusters Score -5031588 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -5033497.500000 Penalty: 3456.058594
	Iteration 8Q: 3 clusters Score -5033498 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -5034237.500000 Penalty: 3456.058594
	Iteration 9Q: 3 clusters Score -5034238 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5034650.500000 Penalty: 3456.058594
	Iteration 10Q: 3 clusters Score -5034650 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -5034832.500000 Penalty: 3456.058594
	Iteration 11Q: 3 clusters Score -5034832 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -5034907.500000 Penalty: 3456.058594
	Iteration 12Q: 3 clusters Score -5034908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -5034948.500000 Penalty: 3456.058594
	Iteration 13Q: 3 clusters Score -5034948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -5034968.500000 Penalty: 3456.058594
	Iteration 14Q: 3 clusters Score -5034968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5034985.500000 Penalty: 3456.058594
	Iteration 15Q: 3 clusters Score -5034986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -5034984.500000 Penalty: 3456.058594
	Iteration 16Q: 3 clusters Score -5034984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -5034995.500000 Penalty: 3456.058594
	Iteration 17Q: 3 clusters Score -5034996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -5035003.000000 Penalty: 3456.058594
	Iteration 18Q: 3 clusters Score -5035003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5035006.500000 Penalty: 3456.058594
	Iteration 19Q: 3 clusters Score -5035006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -5035028.500000 Penalty: 3456.058594
	Iteration 20F: 3 clusters Score -5035028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -5035037.000000 Penalty: 3456.058594
	Iteration 21Q: 3 clusters Score -5035037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5035037.500000 Penalty: 3456.058594
	Iteration 22Q: 3 clusters Score -5035038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5035037.500000 Penalty: 3456.058594
	Iteration 23F: 3 clusters Score -5035038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Entering Unmasked Estep 
Score: -4576062.000000 Penalty: 1711.196655
	Iteration 0F: 2 clusters Score -4576062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4552883.500000 Penalty: 3422.393311
	Iteration 0F: 3 clusters Score -4552884 nChanged 17444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4562568.500000 Penalty: 3422.393311
	Iteration 1F: 3 clusters Score -4562568 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4562990.000000 Penalty: 3422.393311
	Iteration 2Q: 3 clusters Score -4562990 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4563326.000000 Penalty: 3422.393311
	Iteration 3Q: 3 clusters Score -4563326 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4563705.000000 Penalty: 3422.393311
	Iteration 4Q: 3 clusters Score -4563705 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -4564094.000000 Penalty: 3422.393311
	Iteration 5Q: 3 clusters Score -4564094 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -4564538.500000 Penalty: 3422.393311
	Iteration 6Q: 3 clusters Score -4564538 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -4565171.500000 Penalty: 3422.393311
	Iteration 7Q: 3 clusters Score -4565172 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4566087.000000 Penalty: 3422.393311
	Iteration 8Q: 3 clusters Score -4566087 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -4567336.000000 Penalty: 3422.393311
	Iteration 9F: 3 clusters Score -4567336 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4568788.000000 Penalty: 3422.393311
	Iteration 10F: 3 clusters Score -4568788 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -4570177.500000 Penalty: 3422.393311
	Iteration 11F: 3 clusters Score -4570178 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4571096.500000 Penalty: 3422.393311
	Iteration 12Q: 3 clusters Score -4571096 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4571529.000000 Penalty: 3422.393311
	Iteration 13Q: 3 clusters Score -4571529 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -4571726.000000 Penalty: 3422.393311
	Iteration 14Q: 3 clusters Score -4571726 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -4571813.500000 Penalty: 3422.393311
	Iteration 15Q: 3 clusters Score -4571814 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -4571882.000000 Penalty: 3422.393311
	Iteration 16Q: 3 clusters Score -4571882 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -4571944.500000 Penalty: 3422.393311
	Iteration 17Q: 3 clusters Score -4571944 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -4571975.000000 Penalty: 3422.393311
	Iteration 18Q: 3 clusters Score -4571975 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -4572007.500000 Penalty: 3422.393311
	Iteration 19Q: 3 clusters Score -4572008 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -4572053.000000 Penalty: 3422.393311
	Iteration 20F: 3 clusters Score -4572053 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -4572065.000000 Penalty: 3422.393311
	Iteration 21Q: 3 clusters Score -4572065 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -4572098.500000 Penalty: 3422.393311
	Iteration 22Q: 3 clusters Score -4572098 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -4572110.000000 Penalty: 3422.393311
	Iteration 23Q: 3 clusters Score -4572110 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -4572121.500000 Penalty: 3422.393311
	Iteration 24Q: 3 clusters Score -4572122 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4572131.000000 Penalty: 3422.393311
	Iteration 25Q: 3 clusters Score -4572131 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -4572149.000000 Penalty: 3422.393311
	Iteration 26Q: 3 clusters Score -4572149 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -4572146.000000 Penalty: 3422.393311
	Iteration 27Q: 3 clusters Score -4572146 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -4572165.500000 Penalty: 3422.393311
	Iteration 28Q: 3 clusters Score -4572166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -4572161.500000 Penalty: 3422.393311
	Iteration 29Q: 3 clusters Score -4572162 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -4572166.000000 Penalty: 3422.393311
	Iteration 30Q: 3 clusters Score -4572166 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4572169.000000 Penalty: 3422.393311
	Iteration 31Q: 3 clusters Score -4572169 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -4572143.500000 Penalty: 3422.393311
	Iteration 32Q: 3 clusters Score -4572144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -4572123.000000 Penalty: 3422.393311
	Iteration 33Q: 3 clusters Score -4572123 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -4572123.500000 Penalty: 3422.393311
	Iteration 34Q: 3 clusters Score -4572124 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -4572122.500000 Penalty: 3422.393311
	Iteration 35Q: 3 clusters Score -4572122 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4572148.500000 Penalty: 3422.393311
	Iteration 36Q: 3 clusters Score -4572148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -4572139.000000 Penalty: 3422.393311
	Iteration 37Q: 3 clusters Score -4572139 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -4572124.500000 Penalty: 3422.393311
	Iteration 38Q: 3 clusters Score -4572124 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -4572107.000000 Penalty: 3422.393311
	Iteration 39Q: 3 clusters Score -4572107 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -4572098.000000 Penalty: 3422.393311
	Iteration 40F: 3 clusters Score -4572098 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -4572114.500000 Penalty: 3422.393311
	Iteration 41Q: 3 clusters Score -4572114 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -4572120.500000 Penalty: 3422.393311
	Iteration 42Q: 3 clusters Score -4572120 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4572105.500000 Penalty: 3422.393311
	Iteration 43Q: 3 clusters Score -4572106 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -4572071.000000 Penalty: 3422.393311
	Iteration 44Q: 3 clusters Score -4572071 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -4572069.500000 Penalty: 3422.393311
	Iteration 45Q: 3 clusters Score -4572070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -4572071.000000 Penalty: 3422.393311
	Iteration 46Q: 3 clusters Score -4572071 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4572054.000000 Penalty: 3422.393311
	Iteration 47Q: 3 clusters Score -4572054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -4572046.000000 Penalty: 3422.393311
	Iteration 48Q: 3 clusters Score -4572046 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -4572037.500000 Penalty: 3422.393311
	Iteration 49Q: 3 clusters Score -4572038 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -4572046.000000 Penalty: 3422.393311
	Iteration 50Q: 3 clusters Score -4572046 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -4572022.500000 Penalty: 3422.393311
	Iteration 51Q: 3 clusters Score -4572022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4572003.500000 Penalty: 3422.393311
	Iteration 52Q: 3 clusters Score -4572004 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -4571999.500000 Penalty: 3422.393311
	Iteration 53Q: 3 clusters Score -4572000 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -4572003.500000 Penalty: 3422.393311
	Iteration 54Q: 3 clusters Score -4572004 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -4572001.500000 Penalty: 3422.393311
	Iteration 55Q: 3 clusters Score -4572002 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -4571962.000000 Penalty: 3422.393311
	Iteration 56Q: 3 clusters Score -4571962 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -4571944.000000 Penalty: 3422.393311
	Iteration 57Q: 3 clusters Score -4571944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -4571938.000000 Penalty: 3422.393311
	Iteration 58Q: 3 clusters Score -4571938 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4571932.500000 Penalty: 3422.393311
	Iteration 59Q: 3 clusters Score -4571932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -4571923.500000 Penalty: 3422.393311
	Iteration 60F: 3 clusters Score -4571924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4571903.000000 Penalty: 3422.393311
	Iteration 61Q: 3 clusters Score -4571903 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -4571891.000000 Penalty: 3422.393311
	Iteration 62Q: 3 clusters Score -4571891 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -4571882.500000 Penalty: 3422.393311
	Iteration 63Q: 3 clusters Score -4571882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -4571885.000000 Penalty: 3422.393311
	Iteration 64Q: 3 clusters Score -4571885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4571886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4571881.000000 Penalty: 3422.393311
	Iteration 66Q: 3 clusters Score -4571881 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -4571870.000000 Penalty: 3422.393311
	Iteration 67Q: 3 clusters Score -4571870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4571858.000000 Penalty: 3422.393311
	Iteration 68Q: 3 clusters Score -4571858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -4571854.000000 Penalty: 3422.393311
	Iteration 69Q: 3 clusters Score -4571854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -4571854.500000 Penalty: 3422.393311
	Iteration 70Q: 3 clusters Score -4571854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -4571849.000000 Penalty: 3422.393311
	Iteration 71Q: 3 clusters Score -4571849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -4571864.500000 Penalty: 3422.393311
	Iteration 72Q: 3 clusters Score -4571864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -4571845.500000 Penalty: 3422.393311
	Iteration 73Q: 3 clusters Score -4571846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -4571831.000000 Penalty: 3422.393311
	Iteration 74Q: 3 clusters Score -4571831 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -4571835.000000 Penalty: 3422.393311
	Iteration 75Q: 3 clusters Score -4571835 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -4571829.000000 Penalty: 3422.393311
	Iteration 76Q: 3 clusters Score -4571829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4571823.000000 Penalty: 3422.393311
	Iteration 77Q: 3 clusters Score -4571823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4571798.000000 Penalty: 3422.393311
	Iteration 78Q: 3 clusters Score -4571798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4571797.000000 Penalty: 3422.393311
	Iteration 79Q: 3 clusters Score -4571797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4571783.500000 Penalty: 3422.393311
	Iteration 80F: 3 clusters Score -4571784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -4571784.500000 Penalty: 3422.393311
	Iteration 81Q: 3 clusters Score -4571784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -4571775.500000 Penalty: 3422.393311
	Iteration 82Q: 3 clusters Score -4571776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -4571770.000000 Penalty: 3422.393311
	Iteration 83Q: 3 clusters Score -4571770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -4571781.000000 Penalty: 3422.393311
	Iteration 84Q: 3 clusters Score -4571781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -4571781.000000 Penalty: 3422.393311
	Iteration 85Q: 3 clusters Score -4571781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4571779.500000 Penalty: 3422.393311
	Iteration 86Q: 3 clusters Score -4571780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -4571777.500000 Penalty: 3422.393311
	Iteration 87Q: 3 clusters Score -4571778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -4571781.500000 Penalty: 3422.393311
	Iteration 88Q: 3 clusters Score -4571782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -4571789.500000 Penalty: 3422.393311
	Iteration 89Q: 3 clusters Score -4571790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4571795.500000 Penalty: 3422.393311
	Iteration 90Q: 3 clusters Score -4571796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -4571778.500000 Penalty: 3422.393311
	Iteration 91Q: 3 clusters Score -4571778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -4571780.500000 Penalty: 3422.393311
	Iteration 92Q: 3 clusters Score -4571780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -4571768.000000 Penalty: 3422.393311
	Iteration 93Q: 3 clusters Score -4571768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -4571771.500000 Penalty: 3422.393311
	Iteration 94Q: 3 clusters Score -4571772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -4571767.000000 Penalty: 3422.393311
	Iteration 95Q: 3 clusters Score -4571767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -4571764.000000 Penalty: 3422.393311
	Iteration 96Q: 3 clusters Score -4571764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -4571763.500000 Penalty: 3422.393311
	Iteration 97Q: 3 clusters Score -4571764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -4571766.000000 Penalty: 3422.393311
	Iteration 98Q: 3 clusters Score -4571766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4571770.000000 Penalty: 3422.393311
	Iteration 99Q: 3 clusters Score -4571770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -4571769.000000 Penalty: 3422.393311
	Iteration 100F: 3 clusters Score -4571769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -4571774.000000 Penalty: 3422.393311
	Iteration 101Q: 3 clusters Score -4571774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -4571778.500000 Penalty: 3422.393311
	Iteration 102Q: 3 clusters Score -4571778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -4571783.000000 Penalty: 3422.393311
	Iteration 103Q: 3 clusters Score -4571783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -4571782.000000 Penalty: 3422.393311
	Iteration 104Q: 3 clusters Score -4571782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -4571780.000000 Penalty: 3422.393311
	Iteration 105Q: 3 clusters Score -4571780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4571779.500000 Penalty: 3422.393311
	Iteration 106Q: 3 clusters Score -4571780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4571784.000000 Penalty: 3422.393311
	Iteration 107Q: 3 clusters Score -4571784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -4571771.500000 Penalty: 3422.393311
	Iteration 108Q: 3 clusters Score -4571772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -4571768.500000 Penalty: 3422.393311
	Iteration 109Q: 3 clusters Score -4571768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4571770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -4571763.000000 Penalty: 3422.393311
	Iteration 111Q: 3 clusters Score -4571763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4571754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4571746.000000 Penalty: 3422.393311
	Iteration 113Q: 3 clusters Score -4571746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -4571741.500000 Penalty: 3422.393311
	Iteration 114Q: 3 clusters Score -4571742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4571739.000000 Penalty: 3422.393311
	Iteration 115Q: 3 clusters Score -4571739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -4571738.000000 Penalty: 3422.393311
	Iteration 116Q: 3 clusters Score -4571738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -4571738.000000 Penalty: 3422.393311
	Iteration 117F: 3 clusters Score -4571738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Entering Unmasked Estep 
Score: -3374407.500000 Penalty: 1662.606323
	Iteration 0F: 2 clusters Score -3374408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3356260.000000 Penalty: 3325.212646
	Iteration 0F: 3 clusters Score -3356260 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3363085.500000 Penalty: 3325.212646
	Iteration 1F: 3 clusters Score -3363086 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3363528.250000 Penalty: 3325.212646
	Iteration 2Q: 3 clusters Score -3363528 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3363979.000000 Penalty: 3325.212646
	Iteration 3Q: 3 clusters Score -3363979 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3364445.000000 Penalty: 3325.212646
	Iteration 4Q: 3 clusters Score -3364445 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3364966.000000 Penalty: 3325.212646
	Iteration 5Q: 3 clusters Score -3364966 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3365601.750000 Penalty: 3325.212646
	Iteration 6Q: 3 clusters Score -3365602 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3366366.500000 Penalty: 3325.212646
	Iteration 7Q: 3 clusters Score -3366366 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3367286.750000 Penalty: 3325.212646
	Iteration 8F: 3 clusters Score -3367287 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3368167.750000 Penalty: 3325.212646
	Iteration 9Q: 3 clusters Score -3368168 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3369078.500000 Penalty: 3325.212646
	Iteration 10Q: 3 clusters Score -3369078 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3369781.750000 Penalty: 3325.212646
	Iteration 11Q: 3 clusters Score -3369782 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3370308.000000 Penalty: 3325.212646
	Iteration 12Q: 3 clusters Score -3370308 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3370660.500000 Penalty: 3325.212646
	Iteration 13Q: 3 clusters Score -3370660 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3370986.000000 Penalty: 3325.212646
	Iteration 14Q: 3 clusters Score -3370986 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3371259.000000 Penalty: 3325.212646
	Iteration 15Q: 3 clusters Score -3371259 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3371439.750000 Penalty: 3325.212646
	Iteration 16Q: 3 clusters Score -3371440 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3371634.750000 Penalty: 3325.212646
	Iteration 17Q: 3 clusters Score -3371635 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3371812.250000 Penalty: 3325.212646
	Iteration 18Q: 3 clusters Score -3371812 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3371982.750000 Penalty: 3325.212646
	Iteration 19Q: 3 clusters Score -3371983 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3372125.500000 Penalty: 3325.212646
	Iteration 20F: 3 clusters Score -3372126 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3372258.500000 Penalty: 3325.212646
	Iteration 21Q: 3 clusters Score -3372258 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3372343.750000 Penalty: 3325.212646
	Iteration 22Q: 3 clusters Score -3372344 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3372444.250000 Penalty: 3325.212646
	Iteration 23Q: 3 clusters Score -3372444 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3372523.500000 Penalty: 3325.212646
	Iteration 24Q: 3 clusters Score -3372524 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3372578.000000 Penalty: 3325.212646
	Iteration 25Q: 3 clusters Score -3372578 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3372631.250000 Penalty: 3325.212646
	Iteration 26Q: 3 clusters Score -3372631 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3372661.250000 Penalty: 3325.212646
	Iteration 27Q: 3 clusters Score -3372661 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3372699.000000 Penalty: 3325.212646
	Iteration 28Q: 3 clusters Score -3372699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3372716.000000 Penalty: 3325.212646
	Iteration 29Q: 3 clusters Score -3372716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3372740.000000 Penalty: 3325.212646
	Iteration 30Q: 3 clusters Score -3372740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3372770.750000 Penalty: 3325.212646
	Iteration 31Q: 3 clusters Score -3372771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3372788.000000 Penalty: 3325.212646
	Iteration 32Q: 3 clusters Score -3372788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3372806.500000 Penalty: 3325.212646
	Iteration 33Q: 3 clusters Score -3372806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3372820.500000 Penalty: 3325.212646
	Iteration 34Q: 3 clusters Score -3372820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3372827.500000 Penalty: 3325.212646
	Iteration 35Q: 3 clusters Score -3372828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3372842.750000 Penalty: 3325.212646
	Iteration 36Q: 3 clusters Score -3372843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3372850.000000 Penalty: 3325.212646
	Iteration 37Q: 3 clusters Score -3372850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3372862.750000 Penalty: 3325.212646
	Iteration 38Q: 3 clusters Score -3372863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3372874.500000 Penalty: 3325.212646
	Iteration 39Q: 3 clusters Score -3372874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3372882.000000 Penalty: 3325.212646
	Iteration 40F: 3 clusters Score -3372882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3372893.250000 Penalty: 3325.212646
	Iteration 41Q: 3 clusters Score -3372893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3372897.000000 Penalty: 3325.212646
	Iteration 42Q: 3 clusters Score -3372897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3372899.000000 Penalty: 3325.212646
	Iteration 43Q: 3 clusters Score -3372899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3372907.000000 Penalty: 3325.212646
	Iteration 44Q: 3 clusters Score -3372907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3372910.750000 Penalty: 3325.212646
	Iteration 45Q: 3 clusters Score -3372911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3372915.250000 Penalty: 3325.212646
	Iteration 46Q: 3 clusters Score -3372915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3372914.250000 Penalty: 3325.212646
	Iteration 47Q: 3 clusters Score -3372914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3372912.250000 Penalty: 3325.212646
	Iteration 48Q: 3 clusters Score -3372912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3372915.000000 Penalty: 3325.212646
	Iteration 49Q: 3 clusters Score -3372915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3372919.750000 Penalty: 3325.212646
	Iteration 50Q: 3 clusters Score -3372920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3372920.750000 Penalty: 3325.212646
	Iteration 51Q: 3 clusters Score -3372921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3372920.750000 Penalty: 3325.212646
	Iteration 52F: 3 clusters Score -3372921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -15620.387695 Penalty: 820.601624
	Iteration 0F: 2 clusters Score -15620.39 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 71 members 
Entering Unmasked Estep 
Score: -15147.070312 Penalty: 1641.203247
	Iteration 0F: 3 clusters Score -15147.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15287.424805 Penalty: 1641.203247
	Iteration 1F: 3 clusters Score -15287.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15361.761719 Penalty: 1641.203247
	Iteration 2F: 3 clusters Score -15361.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15393.869141 Penalty: 1641.203247
	Iteration 3Q: 3 clusters Score -15393.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15423.671875 Penalty: 1641.203247
	Iteration 4Q: 3 clusters Score -15423.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15460.180664 Penalty: 1641.203247
	Iteration 5Q: 3 clusters Score -15460.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15460.180664 Penalty: 1641.203247
	Iteration 6F: 3 clusters Score -15460.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Entering Unmasked Estep 
Score: -1050007.375000 Penalty: 1479.631348
	Iteration 0F: 2 clusters Score -1050007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1043463.812500 Penalty: 2959.262695
	Iteration 0F: 3 clusters Score -1043464 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1045511.000000 Penalty: 2959.262695
	Iteration 1F: 3 clusters Score -1045511 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1045768.625000 Penalty: 2959.262695
	Iteration 2F: 3 clusters Score -1045769 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1046042.062500 Penalty: 2959.262695
	Iteration 3F: 3 clusters Score -1046042 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1046317.187500 Penalty: 2959.262695
	Iteration 4F: 3 clusters Score -1046317 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1046576.000000 Penalty: 2959.262695
	Iteration 5F: 3 clusters Score -1046576 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1046830.375000 Penalty: 2959.262695
	Iteration 6F: 3 clusters Score -1046830 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1047129.125000 Penalty: 2959.262695
	Iteration 7F: 3 clusters Score -1047129 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1047523.812500 Penalty: 2959.262695
	Iteration 8F: 3 clusters Score -1047524 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1048006.250000 Penalty: 2959.262695
	Iteration 9F: 3 clusters Score -1048006 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1048412.812500 Penalty: 2959.262695
	Iteration 10F: 3 clusters Score -1048413 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1048740.500000 Penalty: 2959.262695
	Iteration 11Q: 3 clusters Score -1048740 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1048988.625000 Penalty: 2959.262695
	Iteration 12Q: 3 clusters Score -1048989 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1049149.625000 Penalty: 2959.262695
	Iteration 13Q: 3 clusters Score -1049150 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1049266.625000 Penalty: 2959.262695
	Iteration 14Q: 3 clusters Score -1049267 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1049359.625000 Penalty: 2959.262695
	Iteration 15Q: 3 clusters Score -1049360 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1049441.875000 Penalty: 2959.262695
	Iteration 16Q: 3 clusters Score -1049442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1049514.625000 Penalty: 2959.262695
	Iteration 17Q: 3 clusters Score -1049515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1049581.750000 Penalty: 2959.262695
	Iteration 18Q: 3 clusters Score -1049582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1049635.875000 Penalty: 2959.262695
	Iteration 19Q: 3 clusters Score -1049636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1049693.250000 Penalty: 2959.262695
	Iteration 20F: 3 clusters Score -1049693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1049727.250000 Penalty: 2959.262695
	Iteration 21Q: 3 clusters Score -1049727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1049740.875000 Penalty: 2959.262695
	Iteration 22Q: 3 clusters Score -1049741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1049749.375000 Penalty: 2959.262695
	Iteration 23Q: 3 clusters Score -1049749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1049762.375000 Penalty: 2959.262695
	Iteration 24Q: 3 clusters Score -1049762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1049766.000000 Penalty: 2959.262695
	Iteration 25Q: 3 clusters Score -1049766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1049768.000000 Penalty: 2959.262695
	Iteration 26Q: 3 clusters Score -1049768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1049772.125000 Penalty: 2959.262695
	Iteration 27Q: 3 clusters Score -1049772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1049769.125000 Penalty: 2959.262695
	Iteration 28Q: 3 clusters Score -1049769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1049771.625000 Penalty: 2959.262695
	Iteration 29Q: 3 clusters Score -1049772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1049771.625000 Penalty: 2959.262695
	Iteration 30F: 3 clusters Score -1049772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53328.312500 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53328.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52402.910156 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52402.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52499.101562 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52499.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52527.656250 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52527.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52547.484375 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52547.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52552.562500 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52552.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52552.562500 Penalty: 1881.737183
	Iteration 5F: 3 clusters Score -52552.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Entering Unmasked Estep 
Score: -1854474.750000 Penalty: 1562.622559
	Iteration 0F: 2 clusters Score -1854475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1844016.750000 Penalty: 3125.245117
	Iteration 0F: 3 clusters Score -1844017 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1847856.875000 Penalty: 3125.245117
	Iteration 1F: 3 clusters Score -1847857 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1848193.250000 Penalty: 3125.245117
	Iteration 2F: 3 clusters Score -1848193 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1848483.625000 Penalty: 3125.245117
	Iteration 3Q: 3 clusters Score -1848484 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1848733.625000 Penalty: 3125.245117
	Iteration 4Q: 3 clusters Score -1848734 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1848996.000000 Penalty: 3125.245117
	Iteration 5Q: 3 clusters Score -1848996 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1849314.375000 Penalty: 3125.245117
	Iteration 6Q: 3 clusters Score -1849314 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1849672.000000 Penalty: 3125.245117
	Iteration 7Q: 3 clusters Score -1849672 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1850096.750000 Penalty: 3125.245117
	Iteration 8Q: 3 clusters Score -1850097 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1850608.375000 Penalty: 3125.245117
	Iteration 9Q: 3 clusters Score -1850608 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1851114.750000 Penalty: 3125.245117
	Iteration 10Q: 3 clusters Score -1851115 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1851565.250000 Penalty: 3125.245117
	Iteration 11Q: 3 clusters Score -1851565 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1851946.625000 Penalty: 3125.245117
	Iteration 12Q: 3 clusters Score -1851947 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1852254.125000 Penalty: 3125.245117
	Iteration 13Q: 3 clusters Score -1852254 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1852483.750000 Penalty: 3125.245117
	Iteration 14Q: 3 clusters Score -1852484 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1852623.875000 Penalty: 3125.245117
	Iteration 15Q: 3 clusters Score -1852624 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1852734.375000 Penalty: 3125.245117
	Iteration 16Q: 3 clusters Score -1852734 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1852815.000000 Penalty: 3125.245117
	Iteration 17Q: 3 clusters Score -1852815 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1852858.125000 Penalty: 3125.245117
	Iteration 18Q: 3 clusters Score -1852858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1852883.000000 Penalty: 3125.245117
	Iteration 19Q: 3 clusters Score -1852883 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1852909.125000 Penalty: 3125.245117
	Iteration 20F: 3 clusters Score -1852909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1852933.250000 Penalty: 3125.245117
	Iteration 21Q: 3 clusters Score -1852933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1852957.500000 Penalty: 3125.245117
	Iteration 22Q: 3 clusters Score -1852958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1852976.000000 Penalty: 3125.245117
	Iteration 23Q: 3 clusters Score -1852976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1852995.250000 Penalty: 3125.245117
	Iteration 24Q: 3 clusters Score -1852995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1853019.000000 Penalty: 3125.245117
	Iteration 25Q: 3 clusters Score -1853019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1853028.250000 Penalty: 3125.245117
	Iteration 26Q: 3 clusters Score -1853028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1853035.375000 Penalty: 3125.245117
	Iteration 27Q: 3 clusters Score -1853035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1853045.750000 Penalty: 3125.245117
	Iteration 28Q: 3 clusters Score -1853046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1853052.375000 Penalty: 3125.245117
	Iteration 29Q: 3 clusters Score -1853052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1853059.750000 Penalty: 3125.245117
	Iteration 30Q: 3 clusters Score -1853060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1853062.500000 Penalty: 3125.245117
	Iteration 31Q: 3 clusters Score -1853062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1853074.000000 Penalty: 3125.245117
	Iteration 32Q: 3 clusters Score -1853074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1853079.000000 Penalty: 3125.245117
	Iteration 33Q: 3 clusters Score -1853079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1853084.375000 Penalty: 3125.245117
	Iteration 34Q: 3 clusters Score -1853084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1853085.250000 Penalty: 3125.245117
	Iteration 35Q: 3 clusters Score -1853085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1853087.750000 Penalty: 3125.245117
	Iteration 36Q: 3 clusters Score -1853088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1853089.000000 Penalty: 3125.245117
	Iteration 37Q: 3 clusters Score -1853089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1853092.000000 Penalty: 3125.245117
	Iteration 38Q: 3 clusters Score -1853092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1853093.250000 Penalty: 3125.245117
	Iteration 39Q: 3 clusters Score -1853093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1853100.375000 Penalty: 3125.245117
	Iteration 40F: 3 clusters Score -1853100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1853100.875000 Penalty: 3125.245117
	Iteration 41Q: 3 clusters Score -1853101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1853101.625000 Penalty: 3125.245117
	Iteration 42Q: 3 clusters Score -1853102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1853104.375000 Penalty: 3125.245117
	Iteration 43Q: 3 clusters Score -1853104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1853108.625000 Penalty: 3125.245117
	Iteration 44Q: 3 clusters Score -1853109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1853107.500000 Penalty: 3125.245117
	Iteration 45Q: 3 clusters Score -1853108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1853110.500000 Penalty: 3125.245117
	Iteration 46Q: 3 clusters Score -1853110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1853111.750000 Penalty: 3125.245117
	Iteration 47Q: 3 clusters Score -1853112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1853117.375000 Penalty: 3125.245117
	Iteration 48Q: 3 clusters Score -1853117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1853118.625000 Penalty: 3125.245117
	Iteration 49Q: 3 clusters Score -1853119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1853124.625000 Penalty: 3125.245117
	Iteration 50Q: 3 clusters Score -1853125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1853124.750000 Penalty: 3125.245117
	Iteration 51Q: 3 clusters Score -1853125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1853126.750000 Penalty: 3125.245117
	Iteration 52Q: 3 clusters Score -1853127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1853127.750000 Penalty: 3125.245117
	Iteration 53Q: 3 clusters Score -1853128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1853127.750000 Penalty: 3125.245117
	Iteration 54F: 3 clusters Score -1853128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Entering Unmasked Estep 
Score: -3366606.750000 Penalty: 1657.269165
	Iteration 0F: 2 clusters Score -3366607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3350175.750000 Penalty: 3314.538330
	Iteration 0F: 3 clusters Score -3350176 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3357040.000000 Penalty: 3314.538330
	Iteration 1F: 3 clusters Score -3357040 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3357426.250000 Penalty: 3314.538330
	Iteration 2Q: 3 clusters Score -3357426 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3357819.500000 Penalty: 3314.538330
	Iteration 3Q: 3 clusters Score -3357820 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3358284.250000 Penalty: 3314.538330
	Iteration 4Q: 3 clusters Score -3358284 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3358896.000000 Penalty: 3314.538330
	Iteration 5Q: 3 clusters Score -3358896 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3359776.000000 Penalty: 3314.538330
	Iteration 6F: 3 clusters Score -3359776 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -3360853.500000 Penalty: 3314.538330
	Iteration 7F: 3 clusters Score -3360854 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3361790.750000 Penalty: 3314.538330
	Iteration 8F: 3 clusters Score -3361791 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3362205.750000 Penalty: 3314.538330
	Iteration 9Q: 3 clusters Score -3362206 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -3362331.750000 Penalty: 3314.538330
	Iteration 10Q: 3 clusters Score -3362332 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3362373.500000 Penalty: 3314.538330
	Iteration 11Q: 3 clusters Score -3362374 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3362372.250000 Penalty: 3314.538330
	Iteration 12Q: 3 clusters Score -3362372 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3362373.500000 Penalty: 3314.538330
	Iteration 13Q: 3 clusters Score -3362374 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3362379.000000 Penalty: 3314.538330
	Iteration 14Q: 3 clusters Score -3362379 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3362382.500000 Penalty: 3314.538330
	Iteration 15Q: 3 clusters Score -3362382 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3362372.250000 Penalty: 3314.538330
	Iteration 16Q: 3 clusters Score -3362372 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3362397.250000 Penalty: 3314.538330
	Iteration 17Q: 3 clusters Score -3362397 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3362409.250000 Penalty: 3314.538330
	Iteration 18Q: 3 clusters Score -3362409 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3362408.250000 Penalty: 3314.538330
	Iteration 19Q: 3 clusters Score -3362408 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3362407.000000 Penalty: 3314.538330
	Iteration 20F: 3 clusters Score -3362407 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3362408.000000 Penalty: 3314.538330
	Iteration 21Q: 3 clusters Score -3362408 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3362404.500000 Penalty: 3314.538330
	Iteration 22Q: 3 clusters Score -3362404 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3362406.000000 Penalty: 3314.538330
	Iteration 23Q: 3 clusters Score -3362406 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3362396.500000 Penalty: 3314.538330
	Iteration 24Q: 3 clusters Score -3362396 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3362400.750000 Penalty: 3314.538330
	Iteration 25Q: 3 clusters Score -3362401 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3362394.250000 Penalty: 3314.538330
	Iteration 26Q: 3 clusters Score -3362394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3362393.750000 Penalty: 3314.538330
	Iteration 27Q: 3 clusters Score -3362394 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3362404.500000 Penalty: 3314.538330
	Iteration 28Q: 3 clusters Score -3362404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3362398.000000 Penalty: 3314.538330
	Iteration 29Q: 3 clusters Score -3362398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3362384.500000 Penalty: 3314.538330
	Iteration 30Q: 3 clusters Score -3362384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3362378.500000 Penalty: 3314.538330
	Iteration 31Q: 3 clusters Score -3362378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3362389.250000 Penalty: 3314.538330
	Iteration 32Q: 3 clusters Score -3362389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3362374.000000 Penalty: 3314.538330
	Iteration 33Q: 3 clusters Score -3362374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3362366.000000 Penalty: 3314.538330
	Iteration 34Q: 3 clusters Score -3362366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3362359.500000 Penalty: 3314.538330
	Iteration 35Q: 3 clusters Score -3362360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3362352.750000 Penalty: 3314.538330
	Iteration 36Q: 3 clusters Score -3362353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3362341.750000 Penalty: 3314.538330
	Iteration 37Q: 3 clusters Score -3362342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3362323.000000 Penalty: 3314.538330
	Iteration 38Q: 3 clusters Score -3362323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3362328.750000 Penalty: 3314.538330
	Iteration 39Q: 3 clusters Score -3362329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3362324.750000 Penalty: 3314.538330
	Iteration 40F: 3 clusters Score -3362325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3362309.750000 Penalty: 3314.538330
	Iteration 41Q: 3 clusters Score -3362310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3362299.500000 Penalty: 3314.538330
	Iteration 42Q: 3 clusters Score -3362300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3362300.250000 Penalty: 3314.538330
	Iteration 43Q: 3 clusters Score -3362300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3362284.250000 Penalty: 3314.538330
	Iteration 44Q: 3 clusters Score -3362284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3362289.500000 Penalty: 3314.538330
	Iteration 45Q: 3 clusters Score -3362290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3362290.250000 Penalty: 3314.538330
	Iteration 46Q: 3 clusters Score -3362290 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3362274.000000 Penalty: 3314.538330
	Iteration 47Q: 3 clusters Score -3362274 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3362267.750000 Penalty: 3314.538330
	Iteration 48Q: 3 clusters Score -3362268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3362256.000000 Penalty: 3314.538330
	Iteration 49Q: 3 clusters Score -3362256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3362235.250000 Penalty: 3314.538330
	Iteration 50Q: 3 clusters Score -3362235 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3362231.000000 Penalty: 3314.538330
	Iteration 51Q: 3 clusters Score -3362231 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3362221.500000 Penalty: 3314.538330
	Iteration 52Q: 3 clusters Score -3362222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -3362215.250000 Penalty: 3314.538330
	Iteration 53Q: 3 clusters Score -3362215 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3362204.500000 Penalty: 3314.538330
	Iteration 54Q: 3 clusters Score -3362204 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3362190.750000 Penalty: 3314.538330
	Iteration 55Q: 3 clusters Score -3362191 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3362179.250000 Penalty: 3314.538330
	Iteration 56Q: 3 clusters Score -3362179 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3362173.250000 Penalty: 3314.538330
	Iteration 57Q: 3 clusters Score -3362173 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3362167.000000 Penalty: 3314.538330
	Iteration 58Q: 3 clusters Score -3362167 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3362172.500000 Penalty: 3314.538330
	Iteration 59Q: 3 clusters Score -3362172 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3362151.750000 Penalty: 3314.538330
	Iteration 60F: 3 clusters Score -3362152 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3362164.250000 Penalty: 3314.538330
	Iteration 61Q: 3 clusters Score -3362164 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3362159.250000 Penalty: 3314.538330
	Iteration 62Q: 3 clusters Score -3362159 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -3362175.750000 Penalty: 3314.538330
	Iteration 63Q: 3 clusters Score -3362176 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3362204.250000 Penalty: 3314.538330
	Iteration 64Q: 3 clusters Score -3362204 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3362227.750000 Penalty: 3314.538330
	Iteration 65Q: 3 clusters Score -3362228 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3362228.250000 Penalty: 3314.538330
	Iteration 66Q: 3 clusters Score -3362228 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3362241.000000 Penalty: 3314.538330
	Iteration 67Q: 3 clusters Score -3362241 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3362262.750000 Penalty: 3314.538330
	Iteration 68Q: 3 clusters Score -3362263 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3362283.250000 Penalty: 3314.538330
	Iteration 69Q: 3 clusters Score -3362283 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3362343.250000 Penalty: 3314.538330
	Iteration 70Q: 3 clusters Score -3362343 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3362394.000000 Penalty: 3314.538330
	Iteration 71Q: 3 clusters Score -3362394 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3362452.750000 Penalty: 3314.538330
	Iteration 72Q: 3 clusters Score -3362453 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3362528.000000 Penalty: 3314.538330
	Iteration 73Q: 3 clusters Score -3362528 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3362587.750000 Penalty: 3314.538330
	Iteration 74Q: 3 clusters Score -3362588 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3362682.000000 Penalty: 3314.538330
	Iteration 75Q: 3 clusters Score -3362682 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3362755.750000 Penalty: 3314.538330
	Iteration 76Q: 3 clusters Score -3362756 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3362852.500000 Penalty: 3314.538330
	Iteration 77Q: 3 clusters Score -3362852 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3362945.000000 Penalty: 3314.538330
	Iteration 78Q: 3 clusters Score -3362945 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3363003.000000 Penalty: 3314.538330
	Iteration 79Q: 3 clusters Score -3363003 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3363104.250000 Penalty: 3314.538330
	Iteration 80F: 3 clusters Score -3363104 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3363216.750000 Penalty: 3314.538330
	Iteration 81Q: 3 clusters Score -3363217 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3363342.500000 Penalty: 3314.538330
	Iteration 82Q: 3 clusters Score -3363342 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3363491.500000 Penalty: 3314.538330
	Iteration 83Q: 3 clusters Score -3363492 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3363623.750000 Penalty: 3314.538330
	Iteration 84Q: 3 clusters Score -3363624 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3363914.500000 Penalty: 3314.538330
	Iteration 85Q: 3 clusters Score -3363914 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3364106.000000 Penalty: 3314.538330
	Iteration 86Q: 3 clusters Score -3364106 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -3364224.750000 Penalty: 3314.538330
	Iteration 87Q: 3 clusters Score -3364225 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3364333.000000 Penalty: 3314.538330
	Iteration 88Q: 3 clusters Score -3364333 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3364378.500000 Penalty: 3314.538330
	Iteration 89Q: 3 clusters Score -3364378 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -3364466.750000 Penalty: 3314.538330
	Iteration 90Q: 3 clusters Score -3364467 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -3364535.500000 Penalty: 3314.538330
	Iteration 91Q: 3 clusters Score -3364536 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3364564.750000 Penalty: 3314.538330
	Iteration 92Q: 3 clusters Score -3364565 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3364585.000000 Penalty: 3314.538330
	Iteration 93Q: 3 clusters Score -3364585 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3364604.250000 Penalty: 3314.538330
	Iteration 94Q: 3 clusters Score -3364604 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3364639.500000 Penalty: 3314.538330
	Iteration 95Q: 3 clusters Score -3364640 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3364671.000000 Penalty: 3314.538330
	Iteration 96Q: 3 clusters Score -3364671 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3364709.000000 Penalty: 3314.538330
	Iteration 97Q: 3 clusters Score -3364709 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3364730.500000 Penalty: 3314.538330
	Iteration 98Q: 3 clusters Score -3364730 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3364731.000000 Penalty: 3314.538330
	Iteration 99Q: 3 clusters Score -3364731 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3364765.000000 Penalty: 3314.538330
	Iteration 100F: 3 clusters Score -3364765 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3364775.500000 Penalty: 3314.538330
	Iteration 101Q: 3 clusters Score -3364776 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3364783.000000 Penalty: 3314.538330
	Iteration 102Q: 3 clusters Score -3364783 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3364818.250000 Penalty: 3314.538330
	Iteration 103Q: 3 clusters Score -3364818 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3364863.000000 Penalty: 3314.538330
	Iteration 104Q: 3 clusters Score -3364863 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3364863.750000 Penalty: 3314.538330
	Iteration 105Q: 3 clusters Score -3364864 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3364866.750000 Penalty: 3314.538330
	Iteration 106Q: 3 clusters Score -3364867 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3364872.500000 Penalty: 3314.538330
	Iteration 107Q: 3 clusters Score -3364872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3364877.500000 Penalty: 3314.538330
	Iteration 108Q: 3 clusters Score -3364878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3364891.750000 Penalty: 3314.538330
	Iteration 109Q: 3 clusters Score -3364892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3364893.750000 Penalty: 3314.538330
	Iteration 110Q: 3 clusters Score -3364894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3364893.000000 Penalty: 3314.538330
	Iteration 111Q: 3 clusters Score -3364893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3364893.500000 Penalty: 3314.538330
	Iteration 112Q: 3 clusters Score -3364894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3364889.250000 Penalty: 3314.538330
	Iteration 113Q: 3 clusters Score -3364889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3364890.500000 Penalty: 3314.538330
	Iteration 114Q: 3 clusters Score -3364890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3364898.250000 Penalty: 3314.538330
	Iteration 115Q: 3 clusters Score -3364898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3364908.250000 Penalty: 3314.538330
	Iteration 116Q: 3 clusters Score -3364908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3364918.500000 Penalty: 3314.538330
	Iteration 117Q: 3 clusters Score -3364918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3364920.250000 Penalty: 3314.538330
	Iteration 118Q: 3 clusters Score -3364920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3364924.250000 Penalty: 3314.538330
	Iteration 119Q: 3 clusters Score -3364924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3364931.000000 Penalty: 3314.538330
	Iteration 120F: 3 clusters Score -3364931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3364940.250000 Penalty: 3314.538330
	Iteration 121Q: 3 clusters Score -3364940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3364939.750000 Penalty: 3314.538330
	Iteration 122Q: 3 clusters Score -3364940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3364940.250000 Penalty: 3314.538330
	Iteration 123Q: 3 clusters Score -3364940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3364942.000000 Penalty: 3314.538330
	Iteration 124Q: 3 clusters Score -3364942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3364951.500000 Penalty: 3314.538330
	Iteration 125Q: 3 clusters Score -3364952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3364964.500000 Penalty: 3314.538330
	Iteration 126Q: 3 clusters Score -3364964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3364976.750000 Penalty: 3314.538330
	Iteration 127Q: 3 clusters Score -3364977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3364972.500000 Penalty: 3314.538330
	Iteration 128Q: 3 clusters Score -3364972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3364981.250000 Penalty: 3314.538330
	Iteration 129Q: 3 clusters Score -3364981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3364985.250000 Penalty: 3314.538330
	Iteration 130Q: 3 clusters Score -3364985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3364990.000000 Penalty: 3314.538330
	Iteration 131Q: 3 clusters Score -3364990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3364985.750000 Penalty: 3314.538330
	Iteration 132Q: 3 clusters Score -3364986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3364988.250000 Penalty: 3314.538330
	Iteration 133Q: 3 clusters Score -3364988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3364988.250000 Penalty: 3314.538330
	Iteration 134Q: 3 clusters Score -3364988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3364988.500000 Penalty: 3314.538330
	Iteration 135Q: 3 clusters Score -3364988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3364989.000000 Penalty: 3314.538330
	Iteration 136Q: 3 clusters Score -3364989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3364981.750000 Penalty: 3314.538330
	Iteration 137Q: 3 clusters Score -3364982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3364977.500000 Penalty: 3314.538330
	Iteration 138Q: 3 clusters Score -3364978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3364985.500000 Penalty: 3314.538330
	Iteration 139Q: 3 clusters Score -3364986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3364985.000000 Penalty: 3314.538330
	Iteration 140F: 3 clusters Score -3364985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3364992.500000 Penalty: 3314.538330
	Iteration 141Q: 3 clusters Score -3364992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3364997.750000 Penalty: 3314.538330
	Iteration 142Q: 3 clusters Score -3364998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3364997.750000 Penalty: 3314.538330
	Iteration 143Q: 3 clusters Score -3364998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3364986.250000 Penalty: 3314.538330
	Iteration 144Q: 3 clusters Score -3364986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3364997.750000 Penalty: 3314.538330
	Iteration 145Q: 3 clusters Score -3364998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3364999.750000 Penalty: 3314.538330
	Iteration 146Q: 3 clusters Score -3365000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3365013.250000 Penalty: 3314.538330
	Iteration 147Q: 3 clusters Score -3365013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3365017.000000 Penalty: 3314.538330
	Iteration 148Q: 3 clusters Score -3365017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -3365018.750000 Penalty: 3314.538330
	Iteration 149Q: 3 clusters Score -3365019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3365027.250000 Penalty: 3314.538330
	Iteration 150Q: 3 clusters Score -3365027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3365037.750000 Penalty: 3314.538330
	Iteration 151Q: 3 clusters Score -3365038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3365039.250000 Penalty: 3314.538330
	Iteration 152Q: 3 clusters Score -3365039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3365054.500000 Penalty: 3314.538330
	Iteration 153Q: 3 clusters Score -3365054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3365056.000000 Penalty: 3314.538330
	Iteration 154Q: 3 clusters Score -3365056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3365052.750000 Penalty: 3314.538330
	Iteration 155Q: 3 clusters Score -3365053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3365058.500000 Penalty: 3314.538330
	Iteration 156Q: 3 clusters Score -3365058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3365056.250000 Penalty: 3314.538330
	Iteration 157Q: 3 clusters Score -3365056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3365063.250000 Penalty: 3314.538330
	Iteration 158Q: 3 clusters Score -3365063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3365071.750000 Penalty: 3314.538330
	Iteration 159Q: 3 clusters Score -3365072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3365080.750000 Penalty: 3314.538330
	Iteration 160F: 3 clusters Score -3365081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3365076.250000 Penalty: 3314.538330
	Iteration 161Q: 3 clusters Score -3365076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3365079.000000 Penalty: 3314.538330
	Iteration 162Q: 3 clusters Score -3365079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3365087.000000 Penalty: 3314.538330
	Iteration 163Q: 3 clusters Score -3365087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3365087.250000 Penalty: 3314.538330
	Iteration 164Q: 3 clusters Score -3365087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3365095.000000 Penalty: 3314.538330
	Iteration 165Q: 3 clusters Score -3365095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3365089.000000 Penalty: 3314.538330
	Iteration 166Q: 3 clusters Score -3365089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3365095.250000 Penalty: 3314.538330
	Iteration 167Q: 3 clusters Score -3365095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3365108.250000 Penalty: 3314.538330
	Iteration 168Q: 3 clusters Score -3365108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3365107.500000 Penalty: 3314.538330
	Iteration 169Q: 3 clusters Score -3365108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3365124.750000 Penalty: 3314.538330
	Iteration 170Q: 3 clusters Score -3365125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3365131.500000 Penalty: 3314.538330
	Iteration 171Q: 3 clusters Score -3365132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3365135.500000 Penalty: 3314.538330
	Iteration 172Q: 3 clusters Score -3365136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3365148.750000 Penalty: 3314.538330
	Iteration 173Q: 3 clusters Score -3365149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3365146.000000 Penalty: 3314.538330
	Iteration 174Q: 3 clusters Score -3365146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3365146.500000 Penalty: 3314.538330
	Iteration 175Q: 3 clusters Score -3365146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3365158.500000 Penalty: 3314.538330
	Iteration 176Q: 3 clusters Score -3365158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3365159.250000 Penalty: 3314.538330
	Iteration 177Q: 3 clusters Score -3365159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3365170.000000 Penalty: 3314.538330
	Iteration 178Q: 3 clusters Score -3365170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3365174.750000 Penalty: 3314.538330
	Iteration 179Q: 3 clusters Score -3365175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -3365177.000000 Penalty: 3314.538330
	Iteration 180F: 3 clusters Score -3365177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3365173.500000 Penalty: 3314.538330
	Iteration 181Q: 3 clusters Score -3365174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3365172.000000 Penalty: 3314.538330
	Iteration 182Q: 3 clusters Score -3365172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3365179.250000 Penalty: 3314.538330
	Iteration 183Q: 3 clusters Score -3365179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3365180.500000 Penalty: 3314.538330
	Iteration 184Q: 3 clusters Score -3365180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -3365187.000000 Penalty: 3314.538330
	Iteration 185Q: 3 clusters Score -3365187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3365188.500000 Penalty: 3314.538330
	Iteration 186Q: 3 clusters Score -3365188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3365199.000000 Penalty: 3314.538330
	Iteration 187Q: 3 clusters Score -3365199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3365203.500000 Penalty: 3314.538330
	Iteration 188Q: 3 clusters Score -3365204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -3365209.500000 Penalty: 3314.538330
	Iteration 189Q: 3 clusters Score -3365210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3365207.750000 Penalty: 3314.538330
	Iteration 190Q: 3 clusters Score -3365208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3365204.000000 Penalty: 3314.538330
	Iteration 191Q: 3 clusters Score -3365204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3365204.000000 Penalty: 3314.538330
	Iteration 192F: 3 clusters Score -3365204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Entering Unmasked Estep 
Score: -177356.687500 Penalty: 1182.215454
	Iteration 0F: 2 clusters Score -177356.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -175591.796875 Penalty: 2364.430908
	Iteration 0F: 3 clusters Score -175591.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -175928.968750 Penalty: 2364.430908
	Iteration 1F: 3 clusters Score -175929 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -176013.343750 Penalty: 2364.430908
	Iteration 2F: 3 clusters Score -176013.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -176055.765625 Penalty: 2364.430908
	Iteration 3Q: 3 clusters Score -176055.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -176077.375000 Penalty: 2364.430908
	Iteration 4Q: 3 clusters Score -176077.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -176088.859375 Penalty: 2364.430908
	Iteration 5Q: 3 clusters Score -176088.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -176094.796875 Penalty: 2364.430908
	Iteration 6Q: 3 clusters Score -176094.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -176100.937500 Penalty: 2364.430908
	Iteration 7Q: 3 clusters Score -176100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -176105.203125 Penalty: 2364.430908
	Iteration 8Q: 3 clusters Score -176105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -176106.390625 Penalty: 2364.430908
	Iteration 9Q: 3 clusters Score -176106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -176107.093750 Penalty: 2364.430908
	Iteration 10Q: 3 clusters Score -176107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -176108.203125 Penalty: 2364.430908
	Iteration 11Q: 3 clusters Score -176108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -176109.265625 Penalty: 2364.430908
	Iteration 12Q: 3 clusters Score -176109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -176109.968750 Penalty: 2364.430908
	Iteration 13Q: 3 clusters Score -176110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -176109.968750 Penalty: 2364.430908
	Iteration 14F: 3 clusters Score -176110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22166 members 
Mstep: Class 3 contains 9223 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 25193 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 8 contains 41524 members 
Mstep: Class 9 contains 37438 members 
Mstep: Class 12 contains 27762 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9004 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15005 members 
Mstep: Class 19 contains 26865 members 
Mstep: Class 21 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438364.000000 Penalty: 29981.072266
Iteration 79Q: 16 clusters Score -2.643836e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22139 members 
Mstep: Class 3 contains 9238 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 27186 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 8 contains 41529 members 
Mstep: Class 9 contains 37001 members 
Mstep: Class 12 contains 27530 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14956 members 
Mstep: Class 19 contains 25642 members 
Mstep: Class 21 contains 1418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439016.000000 Penalty: 29981.072266
Iteration 80F: 16 clusters Score -2.643902e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22115 members 
Mstep: Class 3 contains 9241 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 29584 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 8 contains 41517 members 
Mstep: Class 9 contains 36527 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8941 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14921 members 
Mstep: Class 19 contains 24174 members 
Mstep: Class 21 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439146.000000 Penalty: 29981.072266
Iteration 81Q: 16 clusters Score -2.643915e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22176 members 
Mstep: Class 3 contains 9246 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 31801 members 
Mstep: Class 6 contains 1924 members 
Mstep: Class 8 contains 41640 members 
Mstep: Class 9 contains 36087 members 
Mstep: Class 12 contains 26756 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8900 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14929 members 
Mstep: Class 19 contains 22640 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438324.000000 Penalty: 29981.072266
Iteration 82Q: 16 clusters Score -2.643832e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22310 members 
Mstep: Class 3 contains 9251 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 33295 members 
Mstep: Class 6 contains 1925 members 
Mstep: Class 8 contains 41924 members 
Mstep: Class 9 contains 35794 members 
Mstep: Class 12 contains 26436 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8853 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 14969 members 
Mstep: Class 19 contains 21356 members 
Mstep: Class 21 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26437192.000000 Penalty: 29981.072266
Iteration 83Q: 16 clusters Score -2.643719e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22522 members 
Mstep: Class 3 contains 9242 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 33456 members 
Mstep: Class 6 contains 1913 members 
Mstep: Class 8 contains 42281 members 
Mstep: Class 9 contains 35801 members 
Mstep: Class 12 contains 26385 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8795 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15031 members 
Mstep: Class 19 contains 20712 members 
Mstep: Class 21 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1974.469604 but Gain 1998.738281
Score: -26436232.000000 Penalty: 27982.333984
Iteration 84Q: 15 clusters Score -2.643623e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22705 members 
Mstep: Class 3 contains 9710 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 32862 members 
Mstep: Class 6 contains 1927 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 36012 members 
Mstep: Class 12 contains 26534 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 9069 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15110 members 
Mstep: Class 19 contains 20726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26437646.000000 Penalty: 27982.333984
Iteration 85Q: 15 clusters Score -2.643765e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22861 members 
Mstep: Class 3 contains 9818 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 31939 members 
Mstep: Class 6 contains 1904 members 
Mstep: Class 8 contains 42596 members 
Mstep: Class 9 contains 36318 members 
Mstep: Class 12 contains 26818 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8936 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15211 members 
Mstep: Class 19 contains 21092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438020.000000 Penalty: 27982.333984
Iteration 86Q: 15 clusters Score -2.643802e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 3 contains 9879 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 31059 members 
Mstep: Class 6 contains 1914 members 
Mstep: Class 8 contains 42233 members 
Mstep: Class 9 contains 36634 members 
Mstep: Class 12 contains 27008 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8822 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15315 members 
Mstep: Class 19 contains 21704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438354.000000 Penalty: 27982.333984
Iteration 87Q: 15 clusters Score -2.643835e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22979 members 
Mstep: Class 3 contains 9932 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 30160 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 8 contains 41764 members 
Mstep: Class 9 contains 36893 members 
Mstep: Class 12 contains 27143 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8719 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15385 members 
Mstep: Class 19 contains 22584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438954.000000 Penalty: 27982.333984
Iteration 88Q: 15 clusters Score -2.643895e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 22982 members 
Mstep: Class 3 contains 9961 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 29169 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 8 contains 41324 members 
Mstep: Class 9 contains 37119 members 
Mstep: Class 12 contains 27297 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8644 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15445 members 
Mstep: Class 19 contains 23600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439462.000000 Penalty: 27982.333984
Iteration 89Q: 15 clusters Score -2.643946e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 22945 members 
Mstep: Class 3 contains 9987 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 28189 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 8 contains 40922 members 
Mstep: Class 9 contains 37274 members 
Mstep: Class 12 contains 27400 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15477 members 
Mstep: Class 19 contains 24717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440028.000000 Penalty: 27982.333984
Iteration 90Q: 15 clusters Score -2.644003e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22925 members 
Mstep: Class 3 contains 10016 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 27171 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 8 contains 40609 members 
Mstep: Class 9 contains 37363 members 
Mstep: Class 12 contains 27464 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8565 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15481 members 
Mstep: Class 19 contains 25899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440582.000000 Penalty: 27982.333984
Iteration 91Q: 15 clusters Score -2.644058e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22875 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 26106 members 
Mstep: Class 6 contains 2021 members 
Mstep: Class 8 contains 40359 members 
Mstep: Class 9 contains 37431 members 
Mstep: Class 12 contains 27422 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8525 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15504 members 
Mstep: Class 19 contains 27174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440984.000000 Penalty: 27982.333984
Iteration 92Q: 15 clusters Score -2.644098e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22783 members 
Mstep: Class 3 contains 10139 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 25119 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 8 contains 40155 members 
Mstep: Class 9 contains 37426 members 
Mstep: Class 12 contains 27330 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8495 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15514 members 
Mstep: Class 19 contains 28480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441162.000000 Penalty: 27982.333984
Iteration 93Q: 15 clusters Score -2.644116e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22681 members 
Mstep: Class 3 contains 10227 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 24278 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 8 contains 40031 members 
Mstep: Class 9 contains 37394 members 
Mstep: Class 12 contains 27227 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8469 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15520 members 
Mstep: Class 19 contains 29594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441274.000000 Penalty: 27982.333984
Iteration 94Q: 15 clusters Score -2.644127e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22565 members 
Mstep: Class 3 contains 10308 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 23647 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 8 contains 39983 members 
Mstep: Class 9 contains 37393 members 
Mstep: Class 12 contains 27148 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8446 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 19 contains 30419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441460.000000 Penalty: 27982.333984
Iteration 95Q: 15 clusters Score -2.644146e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22460 members 
Mstep: Class 3 contains 10386 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 23310 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 8 contains 39964 members 
Mstep: Class 9 contains 37410 members 
Mstep: Class 12 contains 27079 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15482 members 
Mstep: Class 19 contains 30895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441588.000000 Penalty: 27982.333984
Iteration 96Q: 15 clusters Score -2.644159e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22376 members 
Mstep: Class 3 contains 10438 members 
Mstep: Class 4 contains 1367 members 
Mstep: Class 5 contains 23251 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 8 contains 39932 members 
Mstep: Class 9 contains 37414 members 
Mstep: Class 12 contains 27053 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15453 members 
Mstep: Class 19 contains 31085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441672.000000 Penalty: 27982.333984
Iteration 97Q: 15 clusters Score -2.644167e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22291 members 
Mstep: Class 3 contains 10464 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 23379 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 8 contains 39921 members 
Mstep: Class 9 contains 37419 members 
Mstep: Class 12 contains 27053 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8386 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15438 members 
Mstep: Class 19 contains 31047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441694.000000 Penalty: 27982.333984
Iteration 98Q: 15 clusters Score -2.644169e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22201 members 
Mstep: Class 3 contains 10480 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 23661 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 8 contains 39900 members 
Mstep: Class 9 contains 37415 members 
Mstep: Class 12 contains 27092 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8385 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15419 members 
Mstep: Class 19 contains 30854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441722.000000 Penalty: 27982.333984
Iteration 99Q: 15 clusters Score -2.644172e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22137 members 
Mstep: Class 3 contains 10486 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 24021 members 
Mstep: Class 6 contains 2067 members 
Mstep: Class 8 contains 39902 members 
Mstep: Class 9 contains 37385 members 
Mstep: Class 12 contains 27160 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8388 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15417 members 
Mstep: Class 19 contains 30514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441810.000000 Penalty: 27982.333984
Iteration 100F: 15 clusters Score -2.644181e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22097 members 
Mstep: Class 3 contains 10486 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 24383 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 8 contains 39913 members 
Mstep: Class 9 contains 37352 members 
Mstep: Class 12 contains 27225 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8377 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 19 contains 30164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441814.000000 Penalty: 27982.333984
Iteration 101Q: 15 clusters Score -2.644181e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22053 members 
Mstep: Class 3 contains 10476 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 24743 members 
Mstep: Class 6 contains 2072 members 
Mstep: Class 8 contains 39913 members 
Mstep: Class 9 contains 37317 members 
Mstep: Class 12 contains 27291 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8370 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15422 members 
Mstep: Class 19 contains 29817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441832.000000 Penalty: 27982.333984
Iteration 102Q: 15 clusters Score -2.644183e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22036 members 
Mstep: Class 3 contains 10470 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 25103 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 8 contains 39893 members 
Mstep: Class 9 contains 37261 members 
Mstep: Class 12 contains 27352 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8367 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15424 members 
Mstep: Class 19 contains 29481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441722.000000 Penalty: 27982.333984
Iteration 103Q: 15 clusters Score -2.644172e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22039 members 
Mstep: Class 3 contains 10459 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 25415 members 
Mstep: Class 6 contains 2101 members 
Mstep: Class 8 contains 39861 members 
Mstep: Class 9 contains 37232 members 
Mstep: Class 12 contains 27413 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8359 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15424 members 
Mstep: Class 19 contains 29172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441694.000000 Penalty: 27982.333984
Iteration 104Q: 15 clusters Score -2.644169e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22043 members 
Mstep: Class 3 contains 10440 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 25715 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 8 contains 39824 members 
Mstep: Class 9 contains 37190 members 
Mstep: Class 12 contains 27482 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8354 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15424 members 
Mstep: Class 19 contains 28890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441714.000000 Penalty: 27982.333984
Iteration 105Q: 15 clusters Score -2.644171e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22040 members 
Mstep: Class 3 contains 10433 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 25930 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 8 contains 39808 members 
Mstep: Class 9 contains 37156 members 
Mstep: Class 12 contains 27560 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8342 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15430 members 
Mstep: Class 19 contains 28649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441740.000000 Penalty: 27982.333984
Iteration 106Q: 15 clusters Score -2.644174e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22031 members 
Mstep: Class 3 contains 10418 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26072 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 8 contains 39782 members 
Mstep: Class 9 contains 37135 members 
Mstep: Class 12 contains 27668 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8338 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15438 members 
Mstep: Class 19 contains 28462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441676.000000 Penalty: 27982.333984
Iteration 107Q: 15 clusters Score -2.644168e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22031 members 
Mstep: Class 3 contains 10408 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26154 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 8 contains 39761 members 
Mstep: Class 9 contains 37119 members 
Mstep: Class 12 contains 27755 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8336 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15445 members 
Mstep: Class 19 contains 28329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441680.000000 Penalty: 27982.333984
Iteration 108Q: 15 clusters Score -2.644168e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22030 members 
Mstep: Class 3 contains 10405 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 26207 members 
Mstep: Class 6 contains 2142 members 
Mstep: Class 8 contains 39718 members 
Mstep: Class 9 contains 37106 members 
Mstep: Class 12 contains 27837 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8333 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15449 members 
Mstep: Class 19 contains 28250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441580.000000 Penalty: 27982.333984
Iteration 109Q: 15 clusters Score -2.644158e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 22031 members 
Mstep: Class 3 contains 10396 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 26230 members 
Mstep: Class 6 contains 2140 members 
Mstep: Class 8 contains 39681 members 
Mstep: Class 9 contains 37089 members 
Mstep: Class 12 contains 27911 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8335 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15460 members 
Mstep: Class 19 contains 28204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441550.000000 Penalty: 27982.333984
Iteration 110Q: 15 clusters Score -2.644155e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22033 members 
Mstep: Class 3 contains 10385 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 26227 members 
Mstep: Class 6 contains 2141 members 
Mstep: Class 8 contains 39660 members 
Mstep: Class 9 contains 37080 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8342 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15465 members 
Mstep: Class 19 contains 28174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441586.000000 Penalty: 27982.333984
Iteration 111Q: 15 clusters Score -2.644159e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22032 members 
Mstep: Class 3 contains 10385 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 26221 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 8 contains 39628 members 
Mstep: Class 9 contains 37080 members 
Mstep: Class 12 contains 28020 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15472 members 
Mstep: Class 19 contains 28149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441614.000000 Penalty: 27982.333984
Iteration 112Q: 15 clusters Score -2.644161e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22034 members 
Mstep: Class 3 contains 10386 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26213 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 8 contains 39598 members 
Mstep: Class 9 contains 37087 members 
Mstep: Class 12 contains 28058 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15474 members 
Mstep: Class 19 contains 28127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441656.000000 Penalty: 27982.333984
Iteration 113Q: 15 clusters Score -2.644166e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22030 members 
Mstep: Class 3 contains 10387 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26210 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 8 contains 39555 members 
Mstep: Class 9 contains 37087 members 
Mstep: Class 12 contains 28105 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15484 members 
Mstep: Class 19 contains 28118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441616.000000 Penalty: 27982.333984
Iteration 114Q: 15 clusters Score -2.644162e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22021 members 
Mstep: Class 3 contains 10386 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26209 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 8 contains 39525 members 
Mstep: Class 9 contains 37078 members 
Mstep: Class 12 contains 28158 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15487 members 
Mstep: Class 19 contains 28112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441602.000000 Penalty: 27982.333984
Iteration 115Q: 15 clusters Score -2.64416e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22018 members 
Mstep: Class 3 contains 10385 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26201 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 8 contains 39488 members 
Mstep: Class 9 contains 37073 members 
Mstep: Class 12 contains 28214 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15489 members 
Mstep: Class 19 contains 28108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441606.000000 Penalty: 27982.333984
Iteration 116Q: 15 clusters Score -2.644161e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22016 members 
Mstep: Class 3 contains 10382 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26194 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 8 contains 39458 members 
Mstep: Class 9 contains 37077 members 
Mstep: Class 12 contains 28261 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15487 members 
Mstep: Class 19 contains 28103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441590.000000 Penalty: 27982.333984
Iteration 117Q: 15 clusters Score -2.644159e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22014 members 
Mstep: Class 3 contains 10379 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26185 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 8 contains 39440 members 
Mstep: Class 9 contains 37068 members 
Mstep: Class 12 contains 28302 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15489 members 
Mstep: Class 19 contains 28100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441610.000000 Penalty: 27982.333984
Iteration 118Q: 15 clusters Score -2.644161e+07 nChanged 169
Entering ConstructFrom: 
Score: -26441610.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (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: -34341.457031 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -34341.46 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 170 members 
Entering Unmasked Estep 
Score: -33461.324219 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -33461.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33583.316406 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -33583.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33606.285156 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -33606.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33623.125000 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -33623.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33628.382812 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -33628.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33628.382812 Penalty: 1890.561035
	Iteration 5F: 3 clusters Score -33628.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Entering Unmasked Estep 
Score: -2715190.500000 Penalty: 1624.878540
	Iteration 0F: 2 clusters Score -2715190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2700319.250000 Penalty: 3249.757080
	Iteration 0F: 3 clusters Score -2700319 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2705658.000000 Penalty: 3249.757080
	Iteration 1F: 3 clusters Score -2705658 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2705980.750000 Penalty: 3249.757080
	Iteration 2Q: 3 clusters Score -2705981 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2706256.250000 Penalty: 3249.757080
	Iteration 3Q: 3 clusters Score -2706256 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2706543.250000 Penalty: 3249.757080
	Iteration 4Q: 3 clusters Score -2706543 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2706826.000000 Penalty: 3249.757080
	Iteration 5Q: 3 clusters Score -2706826 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2707128.750000 Penalty: 3249.757080
	Iteration 6Q: 3 clusters Score -2707129 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2707410.000000 Penalty: 3249.757080
	Iteration 7Q: 3 clusters Score -2707410 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2707678.500000 Penalty: 3249.757080
	Iteration 8Q: 3 clusters Score -2707678 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2708034.750000 Penalty: 3249.757080
	Iteration 9Q: 3 clusters Score -2708035 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2708422.000000 Penalty: 3249.757080
	Iteration 10Q: 3 clusters Score -2708422 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2708834.500000 Penalty: 3249.757080
	Iteration 11Q: 3 clusters Score -2708834 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2709297.750000 Penalty: 3249.757080
	Iteration 12Q: 3 clusters Score -2709298 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2709820.250000 Penalty: 3249.757080
	Iteration 13Q: 3 clusters Score -2709820 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2710303.750000 Penalty: 3249.757080
	Iteration 14Q: 3 clusters Score -2710304 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2710746.000000 Penalty: 3249.757080
	Iteration 15Q: 3 clusters Score -2710746 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2711098.500000 Penalty: 3249.757080
	Iteration 16Q: 3 clusters Score -2711098 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2711445.750000 Penalty: 3249.757080
	Iteration 17Q: 3 clusters Score -2711446 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2711766.250000 Penalty: 3249.757080
	Iteration 18Q: 3 clusters Score -2711766 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2712030.250000 Penalty: 3249.757080
	Iteration 19Q: 3 clusters Score -2712030 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2712252.000000 Penalty: 3249.757080
	Iteration 20F: 3 clusters Score -2712252 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2712462.000000 Penalty: 3249.757080
	Iteration 21Q: 3 clusters Score -2712462 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2712696.500000 Penalty: 3249.757080
	Iteration 22Q: 3 clusters Score -2712696 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2712903.000000 Penalty: 3249.757080
	Iteration 23Q: 3 clusters Score -2712903 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2713054.250000 Penalty: 3249.757080
	Iteration 24Q: 3 clusters Score -2713054 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2713195.500000 Penalty: 3249.757080
	Iteration 25Q: 3 clusters Score -2713196 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2713282.750000 Penalty: 3249.757080
	Iteration 26Q: 3 clusters Score -2713283 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2713382.500000 Penalty: 3249.757080
	Iteration 27Q: 3 clusters Score -2713382 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2713456.250000 Penalty: 3249.757080
	Iteration 28Q: 3 clusters Score -2713456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2713500.000000 Penalty: 3249.757080
	Iteration 29Q: 3 clusters Score -2713500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2713559.250000 Penalty: 3249.757080
	Iteration 30Q: 3 clusters Score -2713559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2713595.500000 Penalty: 3249.757080
	Iteration 31Q: 3 clusters Score -2713596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2713634.250000 Penalty: 3249.757080
	Iteration 32Q: 3 clusters Score -2713634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2713664.000000 Penalty: 3249.757080
	Iteration 33Q: 3 clusters Score -2713664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2713689.750000 Penalty: 3249.757080
	Iteration 34Q: 3 clusters Score -2713690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2713699.000000 Penalty: 3249.757080
	Iteration 35Q: 3 clusters Score -2713699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2713711.000000 Penalty: 3249.757080
	Iteration 36Q: 3 clusters Score -2713711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2713711.500000 Penalty: 3249.757080
	Iteration 37Q: 3 clusters Score -2713712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2713714.500000 Penalty: 3249.757080
	Iteration 38Q: 3 clusters Score -2713714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2713722.750000 Penalty: 3249.757080
	Iteration 39Q: 3 clusters Score -2713723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2713722.500000 Penalty: 3249.757080
	Iteration 40F: 3 clusters Score -2713722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2713728.000000 Penalty: 3249.757080
	Iteration 41Q: 3 clusters Score -2713728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2713732.000000 Penalty: 3249.757080
	Iteration 42Q: 3 clusters Score -2713732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2713740.000000 Penalty: 3249.757080
	Iteration 43Q: 3 clusters Score -2713740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2713744.000000 Penalty: 3249.757080
	Iteration 44Q: 3 clusters Score -2713744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2713752.750000 Penalty: 3249.757080
	Iteration 45Q: 3 clusters Score -2713753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2713750.000000 Penalty: 3249.757080
	Iteration 46Q: 3 clusters Score -2713750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2713755.250000 Penalty: 3249.757080
	Iteration 47Q: 3 clusters Score -2713755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2713756.750000 Penalty: 3249.757080
	Iteration 48Q: 3 clusters Score -2713757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2713756.750000 Penalty: 3249.757080
	Iteration 49Q: 3 clusters Score -2713757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2713760.250000 Penalty: 3249.757080
	Iteration 50Q: 3 clusters Score -2713760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2713763.750000 Penalty: 3249.757080
	Iteration 51Q: 3 clusters Score -2713764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2713763.750000 Penalty: 3249.757080
	Iteration 52Q: 3 clusters Score -2713764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2713767.250000 Penalty: 3249.757080
	Iteration 53Q: 3 clusters Score -2713767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2713767.250000 Penalty: 3249.757080
	Iteration 54F: 3 clusters Score -2713767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Entering Unmasked Estep 
Score: -1266605.750000 Penalty: 1502.646851
	Iteration 0F: 2 clusters Score -1266606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1259140.125000 Penalty: 3005.293701
	Iteration 0F: 3 clusters Score -1259140 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1261508.625000 Penalty: 3005.293701
	Iteration 1F: 3 clusters Score -1261509 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1261752.125000 Penalty: 3005.293701
	Iteration 2F: 3 clusters Score -1261752 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1261929.000000 Penalty: 3005.293701
	Iteration 3Q: 3 clusters Score -1261929 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1262057.875000 Penalty: 3005.293701
	Iteration 4Q: 3 clusters Score -1262058 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1262165.500000 Penalty: 3005.293701
	Iteration 5Q: 3 clusters Score -1262166 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1262254.250000 Penalty: 3005.293701
	Iteration 6Q: 3 clusters Score -1262254 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1262341.750000 Penalty: 3005.293701
	Iteration 7Q: 3 clusters Score -1262342 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1262451.125000 Penalty: 3005.293701
	Iteration 8Q: 3 clusters Score -1262451 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1262559.625000 Penalty: 3005.293701
	Iteration 9Q: 3 clusters Score -1262560 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1262681.125000 Penalty: 3005.293701
	Iteration 10Q: 3 clusters Score -1262681 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1262816.625000 Penalty: 3005.293701
	Iteration 11Q: 3 clusters Score -1262817 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1262946.375000 Penalty: 3005.293701
	Iteration 12Q: 3 clusters Score -1262946 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1263072.375000 Penalty: 3005.293701
	Iteration 13Q: 3 clusters Score -1263072 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1263199.375000 Penalty: 3005.293701
	Iteration 14Q: 3 clusters Score -1263199 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1263340.000000 Penalty: 3005.293701
	Iteration 15Q: 3 clusters Score -1263340 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1263471.125000 Penalty: 3005.293701
	Iteration 16Q: 3 clusters Score -1263471 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1263594.250000 Penalty: 3005.293701
	Iteration 17Q: 3 clusters Score -1263594 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1263703 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1263878 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1263946 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1263993 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1264037 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1264106 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1264137 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1264172 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1264199 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1264228 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1264255 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1264291 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1264327 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1264366 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1264409 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1264456 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1264494 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1264535 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1264573 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1264603 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1264647.250000 Penalty: 3005.293701
	Iteration 40F: 3 clusters Score -1264647 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1264685 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1264721 nChanged 97
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Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1264746 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1264764 nChanged 75
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Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1264788 nChanged 78
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Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1264807 nChanged 64
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Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1264816 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1264829 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1264836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1264841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1264851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1264862 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1264873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1264880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1264890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1264901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1264911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1264916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1264926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1264928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1264938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1264942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1264946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1264956 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1264960 nChanged 30
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Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1264967 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1264974 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1264983 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7634 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1264990 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1265000 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1265011 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1265018.750000 Penalty: 3005.293701
	Iteration 72Q: 3 clusters Score -1265019 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1265022 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1265028 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1265036 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1265042 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1265051 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2425 members 
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	Iteration 78Q: 3 clusters Score -1265056 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1265061 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1265065 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1265070 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1265080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1265087 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1265094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1265103.000000 Penalty: 3005.293701
	Iteration 85Q: 3 clusters Score -1265103 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1265106 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1265108 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8202 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1265113 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1265118 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1265128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1265130 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1265134 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8302 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1265135 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8310 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1265138 nChanged 9
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Mstep: Class 1 contains 8319 members 
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Entering Unmasked Estep 
Score: -1265140.250000 Penalty: 3005.293701
	Iteration 95Q: 3 clusters Score -1265140 nChanged 7
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Mstep: Class 1 contains 8326 members 
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	Iteration 96Q: 3 clusters Score -1265144 nChanged 13
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Mstep: Class 1 contains 8339 members 
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	Iteration 97Q: 3 clusters Score -1265147 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1265150.625000 Penalty: 3005.293701
	Iteration 98Q: 3 clusters Score -1265151 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1265153.875000 Penalty: 3005.293701
	Iteration 99Q: 3 clusters Score -1265154 nChanged 14
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Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1265157.500000 Penalty: 3005.293701
	Iteration 100F: 3 clusters Score -1265158 nChanged 18
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Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1265159.875000 Penalty: 3005.293701
	Iteration 101Q: 3 clusters Score -1265160 nChanged 11
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Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1265162.000000 Penalty: 3005.293701
	Iteration 102Q: 3 clusters Score -1265162 nChanged 12
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Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1265161.875000 Penalty: 3005.293701
	Iteration 103Q: 3 clusters Score -1265162 nChanged 13
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Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1265166.750000 Penalty: 3005.293701
	Iteration 104Q: 3 clusters Score -1265167 nChanged 14
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Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1265167 nChanged 14
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Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1265170.375000 Penalty: 3005.293701
	Iteration 106Q: 3 clusters Score -1265170 nChanged 8
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Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1265172 nChanged 6
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Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1265173 nChanged 8
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Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1265176.500000 Penalty: 3005.293701
	Iteration 109Q: 3 clusters Score -1265176 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1265178.625000 Penalty: 3005.293701
	Iteration 110Q: 3 clusters Score -1265179 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1265176.375000 Penalty: 3005.293701
	Iteration 111Q: 3 clusters Score -1265176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1265177.875000 Penalty: 3005.293701
	Iteration 112Q: 3 clusters Score -1265178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1265179.875000 Penalty: 3005.293701
	Iteration 113Q: 3 clusters Score -1265180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1265181.500000 Penalty: 3005.293701
	Iteration 114Q: 3 clusters Score -1265182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1265182.500000 Penalty: 3005.293701
	Iteration 115Q: 3 clusters Score -1265182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1265183.000000 Penalty: 3005.293701
	Iteration 116Q: 3 clusters Score -1265183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1265183.125000 Penalty: 3005.293701
	Iteration 117Q: 3 clusters Score -1265183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1265186.500000 Penalty: 3005.293701
	Iteration 118Q: 3 clusters Score -1265186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1265189.500000 Penalty: 3005.293701
	Iteration 119Q: 3 clusters Score -1265190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1265189.375000 Penalty: 3005.293701
	Iteration 120F: 3 clusters Score -1265189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1265189.000000 Penalty: 3005.293701
	Iteration 121Q: 3 clusters Score -1265189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1265188.000000 Penalty: 3005.293701
	Iteration 122Q: 3 clusters Score -1265188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1265189.250000 Penalty: 3005.293701
	Iteration 123Q: 3 clusters Score -1265189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1265193.250000 Penalty: 3005.293701
	Iteration 124Q: 3 clusters Score -1265193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1265194.500000 Penalty: 3005.293701
	Iteration 125Q: 3 clusters Score -1265194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1265194.000000 Penalty: 3005.293701
	Iteration 126Q: 3 clusters Score -1265194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1265193.125000 Penalty: 3005.293701
	Iteration 127Q: 3 clusters Score -1265193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1265193.875000 Penalty: 3005.293701
	Iteration 128Q: 3 clusters Score -1265194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1265195.625000 Penalty: 3005.293701
	Iteration 129Q: 3 clusters Score -1265196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1265195.875000 Penalty: 3005.293701
	Iteration 130Q: 3 clusters Score -1265196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1265195.500000 Penalty: 3005.293701
	Iteration 131Q: 3 clusters Score -1265196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1265198.250000 Penalty: 3005.293701
	Iteration 132Q: 3 clusters Score -1265198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1265197.875000 Penalty: 3005.293701
	Iteration 133Q: 3 clusters Score -1265198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1265198.000000 Penalty: 3005.293701
	Iteration 134Q: 3 clusters Score -1265198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1265199.625000 Penalty: 3005.293701
	Iteration 135Q: 3 clusters Score -1265200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1265198.750000 Penalty: 3005.293701
	Iteration 136Q: 3 clusters Score -1265199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1265202.375000 Penalty: 3005.293701
	Iteration 137Q: 3 clusters Score -1265202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1265202.625000 Penalty: 3005.293701
	Iteration 138Q: 3 clusters Score -1265203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1265203.000000 Penalty: 3005.293701
	Iteration 139Q: 3 clusters Score -1265203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1265206.000000 Penalty: 3005.293701
	Iteration 140F: 3 clusters Score -1265206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1265206.250000 Penalty: 3005.293701
	Iteration 141Q: 3 clusters Score -1265206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1265206.500000 Penalty: 3005.293701
	Iteration 142Q: 3 clusters Score -1265206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1265205.750000 Penalty: 3005.293701
	Iteration 143Q: 3 clusters Score -1265206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1265208.000000 Penalty: 3005.293701
	Iteration 144Q: 3 clusters Score -1265208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1265208.375000 Penalty: 3005.293701
	Iteration 145Q: 3 clusters Score -1265208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1265210.625000 Penalty: 3005.293701
	Iteration 146Q: 3 clusters Score -1265211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1265211.625000 Penalty: 3005.293701
	Iteration 147Q: 3 clusters Score -1265212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1265210.250000 Penalty: 3005.293701
	Iteration 148Q: 3 clusters Score -1265210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1265211.000000 Penalty: 3005.293701
	Iteration 149Q: 3 clusters Score -1265211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1265212.375000 Penalty: 3005.293701
	Iteration 150Q: 3 clusters Score -1265212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1265212.750000 Penalty: 3005.293701
	Iteration 151Q: 3 clusters Score -1265213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1265213.000000 Penalty: 3005.293701
	Iteration 152Q: 3 clusters Score -1265213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1265214.875000 Penalty: 3005.293701
	Iteration 153Q: 3 clusters Score -1265215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1265215.875000 Penalty: 3005.293701
	Iteration 154Q: 3 clusters Score -1265216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1265215.250000 Penalty: 3005.293701
	Iteration 155Q: 3 clusters Score -1265215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1265217.500000 Penalty: 3005.293701
	Iteration 156Q: 3 clusters Score -1265218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1265218.125000 Penalty: 3005.293701
	Iteration 157Q: 3 clusters Score -1265218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1265216.375000 Penalty: 3005.293701
	Iteration 158Q: 3 clusters Score -1265216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1265218.375000 Penalty: 3005.293701
	Iteration 159Q: 3 clusters Score -1265218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1265222.000000 Penalty: 3005.293701
	Iteration 160F: 3 clusters Score -1265222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1265220.375000 Penalty: 3005.293701
	Iteration 161Q: 3 clusters Score -1265220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1265220.625000 Penalty: 3005.293701
	Iteration 162Q: 3 clusters Score -1265221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1265221.625000 Penalty: 3005.293701
	Iteration 163Q: 3 clusters Score -1265222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1265221.625000 Penalty: 3005.293701
	Iteration 164Q: 3 clusters Score -1265222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1265222.250000 Penalty: 3005.293701
	Iteration 165Q: 3 clusters Score -1265222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1265220.375000 Penalty: 3005.293701
	Iteration 166Q: 3 clusters Score -1265220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1265221.875000 Penalty: 3005.293701
	Iteration 167Q: 3 clusters Score -1265222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1265221.750000 Penalty: 3005.293701
	Iteration 168Q: 3 clusters Score -1265222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1265219.250000 Penalty: 3005.293701
	Iteration 169Q: 3 clusters Score -1265219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1265219.250000 Penalty: 3005.293701
	Iteration 170F: 3 clusters Score -1265219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -158468.234375 Penalty: 1173.785522
	Iteration 0F: 2 clusters Score -158468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156790.062500 Penalty: 2347.571045
	Iteration 0F: 3 clusters Score -156790.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -157122.468750 Penalty: 2347.571045
	Iteration 1F: 3 clusters Score -157122.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -157209.984375 Penalty: 2347.571045
	Iteration 2F: 3 clusters Score -157210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157252.953125 Penalty: 2347.571045
	Iteration 3Q: 3 clusters Score -157253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157286.171875 Penalty: 2347.571045
	Iteration 4Q: 3 clusters Score -157286.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157306.234375 Penalty: 2347.571045
	Iteration 5Q: 3 clusters Score -157306.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -157316.703125 Penalty: 2347.571045
	Iteration 6Q: 3 clusters Score -157316.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -157325.671875 Penalty: 2347.571045
	Iteration 7Q: 3 clusters Score -157325.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -157334.468750 Penalty: 2347.571045
	Iteration 8Q: 3 clusters Score -157334.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -157344.140625 Penalty: 2347.571045
	Iteration 9Q: 3 clusters Score -157344.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -157348.890625 Penalty: 2347.571045
	Iteration 10Q: 3 clusters Score -157348.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -157355.359375 Penalty: 2347.571045
	Iteration 11Q: 3 clusters Score -157355.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -157359.265625 Penalty: 2347.571045
	Iteration 12Q: 3 clusters Score -157359.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -157365.546875 Penalty: 2347.571045
	Iteration 13Q: 3 clusters Score -157365.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -157369.296875 Penalty: 2347.571045
	Iteration 14Q: 3 clusters Score -157369.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -157379.828125 Penalty: 2347.571045
	Iteration 15Q: 3 clusters Score -157379.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -157391.187500 Penalty: 2347.571045
	Iteration 16Q: 3 clusters Score -157391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -157406.171875 Penalty: 2347.571045
	Iteration 17Q: 3 clusters Score -157406.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -157418.750000 Penalty: 2347.571045
	Iteration 18Q: 3 clusters Score -157418.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -157429.343750 Penalty: 2347.571045
	Iteration 19Q: 3 clusters Score -157429.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -157437.000000 Penalty: 2347.571045
	Iteration 20F: 3 clusters Score -157437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -157444.640625 Penalty: 2347.571045
	Iteration 21Q: 3 clusters Score -157444.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -157452.906250 Penalty: 2347.571045
	Iteration 22Q: 3 clusters Score -157452.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -157462.390625 Penalty: 2347.571045
	Iteration 23Q: 3 clusters Score -157462.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -157476.109375 Penalty: 2347.571045
	Iteration 24Q: 3 clusters Score -157476.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -157484.250000 Penalty: 2347.571045
	Iteration 25Q: 3 clusters Score -157484.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -157493.031250 Penalty: 2347.571045
	Iteration 26Q: 3 clusters Score -157493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -157499.203125 Penalty: 2347.571045
	Iteration 27Q: 3 clusters Score -157499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -157509.234375 Penalty: 2347.571045
	Iteration 28Q: 3 clusters Score -157509.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -157523.921875 Penalty: 2347.571045
	Iteration 29Q: 3 clusters Score -157523.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -157532.890625 Penalty: 2347.571045
	Iteration 30Q: 3 clusters Score -157532.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -157542.562500 Penalty: 2347.571045
	Iteration 31Q: 3 clusters Score -157542.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -157552.531250 Penalty: 2347.571045
	Iteration 32Q: 3 clusters Score -157552.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -157559.187500 Penalty: 2347.571045
	Iteration 33Q: 3 clusters Score -157559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -157563.859375 Penalty: 2347.571045
	Iteration 34Q: 3 clusters Score -157563.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -157567.953125 Penalty: 2347.571045
	Iteration 35Q: 3 clusters Score -157568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -157572.828125 Penalty: 2347.571045
	Iteration 36Q: 3 clusters Score -157572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -157576.375000 Penalty: 2347.571045
	Iteration 37Q: 3 clusters Score -157576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -157577.796875 Penalty: 2347.571045
	Iteration 38Q: 3 clusters Score -157577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -157579.484375 Penalty: 2347.571045
	Iteration 39Q: 3 clusters Score -157579.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -157584.125000 Penalty: 2347.571045
	Iteration 40F: 3 clusters Score -157584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -157585.843750 Penalty: 2347.571045
	Iteration 41Q: 3 clusters Score -157585.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -157588.859375 Penalty: 2347.571045
	Iteration 42Q: 3 clusters Score -157588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -157590.109375 Penalty: 2347.571045
	Iteration 43Q: 3 clusters Score -157590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -157590.953125 Penalty: 2347.571045
	Iteration 44Q: 3 clusters Score -157591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -157592.437500 Penalty: 2347.571045
	Iteration 45Q: 3 clusters Score -157592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -157593.640625 Penalty: 2347.571045
	Iteration 46Q: 3 clusters Score -157593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -157595.906250 Penalty: 2347.571045
	Iteration 47Q: 3 clusters Score -157595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -157598.812500 Penalty: 2347.571045
	Iteration 48Q: 3 clusters Score -157598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -157598.812500 Penalty: 2347.571045
	Iteration 49F: 3 clusters Score -157598.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Entering Unmasked Estep 
Score: -3264393.750000 Penalty: 1653.022339
	Iteration 0F: 2 clusters Score -3264394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3247610.500000 Penalty: 3306.044678
	Iteration 0F: 3 clusters Score -3247610 nChanged 12076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3254273.250000 Penalty: 3306.044678
	Iteration 1F: 3 clusters Score -3254273 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -3254593.250000 Penalty: 3306.044678
	Iteration 2Q: 3 clusters Score -3254593 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -3254848.000000 Penalty: 3306.044678
	Iteration 3Q: 3 clusters Score -3254848 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3255099.000000 Penalty: 3306.044678
	Iteration 4Q: 3 clusters Score -3255099 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3255382.000000 Penalty: 3306.044678
	Iteration 5Q: 3 clusters Score -3255382 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3255739.750000 Penalty: 3306.044678
	Iteration 6Q: 3 clusters Score -3255740 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3256180.250000 Penalty: 3306.044678
	Iteration 7Q: 3 clusters Score -3256180 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3256826.500000 Penalty: 3306.044678
	Iteration 8Q: 3 clusters Score -3256826 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3257672.750000 Penalty: 3306.044678
	Iteration 9F: 3 clusters Score -3257673 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3258593.500000 Penalty: 3306.044678
	Iteration 10F: 3 clusters Score -3258594 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3259391.750000 Penalty: 3306.044678
	Iteration 11F: 3 clusters Score -3259392 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3259856.750000 Penalty: 3306.044678
	Iteration 12Q: 3 clusters Score -3259857 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3260028.000000 Penalty: 3306.044678
	Iteration 13Q: 3 clusters Score -3260028 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3260092.250000 Penalty: 3306.044678
	Iteration 14Q: 3 clusters Score -3260092 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3260128.000000 Penalty: 3306.044678
	Iteration 15Q: 3 clusters Score -3260128 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3260154.750000 Penalty: 3306.044678
	Iteration 16Q: 3 clusters Score -3260155 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3260198.750000 Penalty: 3306.044678
	Iteration 17Q: 3 clusters Score -3260199 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -3260237.250000 Penalty: 3306.044678
	Iteration 18Q: 3 clusters Score -3260237 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3260268.000000 Penalty: 3306.044678
	Iteration 19Q: 3 clusters Score -3260268 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -3260308.000000 Penalty: 3306.044678
	Iteration 20F: 3 clusters Score -3260308 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -3260340.250000 Penalty: 3306.044678
	Iteration 21Q: 3 clusters Score -3260340 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3260359.500000 Penalty: 3306.044678
	Iteration 22Q: 3 clusters Score -3260360 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3260402.500000 Penalty: 3306.044678
	Iteration 23Q: 3 clusters Score -3260402 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3260435.750000 Penalty: 3306.044678
	Iteration 24Q: 3 clusters Score -3260436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3260463.500000 Penalty: 3306.044678
	Iteration 25Q: 3 clusters Score -3260464 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3260504.000000 Penalty: 3306.044678
	Iteration 26Q: 3 clusters Score -3260504 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3260500.750000 Penalty: 3306.044678
	Iteration 27Q: 3 clusters Score -3260501 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3260529.500000 Penalty: 3306.044678
	Iteration 28Q: 3 clusters Score -3260530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3260543.000000 Penalty: 3306.044678
	Iteration 29Q: 3 clusters Score -3260543 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3260551.000000 Penalty: 3306.044678
	Iteration 30Q: 3 clusters Score -3260551 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3260589.000000 Penalty: 3306.044678
	Iteration 31Q: 3 clusters Score -3260589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3260601.500000 Penalty: 3306.044678
	Iteration 32Q: 3 clusters Score -3260602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3260642.750000 Penalty: 3306.044678
	Iteration 33Q: 3 clusters Score -3260643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3260675.250000 Penalty: 3306.044678
	Iteration 34Q: 3 clusters Score -3260675 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3260723.250000 Penalty: 3306.044678
	Iteration 35Q: 3 clusters Score -3260723 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3260736.750000 Penalty: 3306.044678
	Iteration 36Q: 3 clusters Score -3260737 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3260782.500000 Penalty: 3306.044678
	Iteration 37Q: 3 clusters Score -3260782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3260829.500000 Penalty: 3306.044678
	Iteration 38Q: 3 clusters Score -3260830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3260861.250000 Penalty: 3306.044678
	Iteration 39Q: 3 clusters Score -3260861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3260899.750000 Penalty: 3306.044678
	Iteration 40F: 3 clusters Score -3260900 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -3260962.500000 Penalty: 3306.044678
	Iteration 41Q: 3 clusters Score -3260962 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3261026.750000 Penalty: 3306.044678
	Iteration 42Q: 3 clusters Score -3261027 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3261073.000000 Penalty: 3306.044678
	Iteration 43Q: 3 clusters Score -3261073 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3261144.000000 Penalty: 3306.044678
	Iteration 44Q: 3 clusters Score -3261144 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3261207.750000 Penalty: 3306.044678
	Iteration 45Q: 3 clusters Score -3261208 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3261280.250000 Penalty: 3306.044678
	Iteration 46Q: 3 clusters Score -3261280 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3261362.250000 Penalty: 3306.044678
	Iteration 47Q: 3 clusters Score -3261362 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3261459.500000 Penalty: 3306.044678
	Iteration 48Q: 3 clusters Score -3261460 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3261590.750000 Penalty: 3306.044678
	Iteration 49Q: 3 clusters Score -3261591 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3261712.750000 Penalty: 3306.044678
	Iteration 50Q: 3 clusters Score -3261713 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3261850.000000 Penalty: 3306.044678
	Iteration 51Q: 3 clusters Score -3261850 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3261998.000000 Penalty: 3306.044678
	Iteration 52Q: 3 clusters Score -3261998 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3262135.000000 Penalty: 3306.044678
	Iteration 53Q: 3 clusters Score -3262135 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3262308.000000 Penalty: 3306.044678
	Iteration 54Q: 3 clusters Score -3262308 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3262452.500000 Penalty: 3306.044678
	Iteration 55Q: 3 clusters Score -3262452 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3262597.000000 Penalty: 3306.044678
	Iteration 56Q: 3 clusters Score -3262597 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3262724.750000 Penalty: 3306.044678
	Iteration 57Q: 3 clusters Score -3262725 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3262823.750000 Penalty: 3306.044678
	Iteration 58Q: 3 clusters Score -3262824 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3262946.250000 Penalty: 3306.044678
	Iteration 59Q: 3 clusters Score -3262946 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3263019.000000 Penalty: 3306.044678
	Iteration 60F: 3 clusters Score -3263019 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3263034.750000 Penalty: 3306.044678
	Iteration 61Q: 3 clusters Score -3263035 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3263051.250000 Penalty: 3306.044678
	Iteration 62Q: 3 clusters Score -3263051 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3263049.000000 Penalty: 3306.044678
	Iteration 63Q: 3 clusters Score -3263049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3263060.000000 Penalty: 3306.044678
	Iteration 64Q: 3 clusters Score -3263060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3263080.250000 Penalty: 3306.044678
	Iteration 65Q: 3 clusters Score -3263080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3263082.750000 Penalty: 3306.044678
	Iteration 66Q: 3 clusters Score -3263083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3263081.750000 Penalty: 3306.044678
	Iteration 67Q: 3 clusters Score -3263082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3263091.000000 Penalty: 3306.044678
	Iteration 68Q: 3 clusters Score -3263091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3263100.750000 Penalty: 3306.044678
	Iteration 69Q: 3 clusters Score -3263101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3263104.500000 Penalty: 3306.044678
	Iteration 70Q: 3 clusters Score -3263104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3263099.250000 Penalty: 3306.044678
	Iteration 71Q: 3 clusters Score -3263099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3263102.000000 Penalty: 3306.044678
	Iteration 72Q: 3 clusters Score -3263102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3263104.000000 Penalty: 3306.044678
	Iteration 73Q: 3 clusters Score -3263104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3263104.000000 Penalty: 3306.044678
	Iteration 74F: 3 clusters Score -3263104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -259674.453125 Penalty: 1247.049805
	Iteration 0F: 2 clusters Score -259674.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -257483.734375 Penalty: 2494.099609
	Iteration 0F: 3 clusters Score -257483.7 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -258011.421875 Penalty: 2494.099609
	Iteration 1F: 3 clusters Score -258011.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -258145.875000 Penalty: 2494.099609
	Iteration 2F: 3 clusters Score -258145.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -258221.437500 Penalty: 2494.099609
	Iteration 3Q: 3 clusters Score -258221.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -258271.250000 Penalty: 2494.099609
	Iteration 4Q: 3 clusters Score -258271.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -258294.937500 Penalty: 2494.099609
	Iteration 5Q: 3 clusters Score -258294.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -258315.906250 Penalty: 2494.099609
	Iteration 6Q: 3 clusters Score -258315.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -258335.140625 Penalty: 2494.099609
	Iteration 7Q: 3 clusters Score -258335.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -258351.984375 Penalty: 2494.099609
	Iteration 8Q: 3 clusters Score -258352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -258361.453125 Penalty: 2494.099609
	Iteration 9Q: 3 clusters Score -258361.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -258370.078125 Penalty: 2494.099609
	Iteration 10Q: 3 clusters Score -258370.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -258375.906250 Penalty: 2494.099609
	Iteration 11Q: 3 clusters Score -258375.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -258380.453125 Penalty: 2494.099609
	Iteration 12Q: 3 clusters Score -258380.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -258382.453125 Penalty: 2494.099609
	Iteration 13Q: 3 clusters Score -258382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -258384.531250 Penalty: 2494.099609
	Iteration 14Q: 3 clusters Score -258384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -258384.921875 Penalty: 2494.099609
	Iteration 15Q: 3 clusters Score -258384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -258385.734375 Penalty: 2494.099609
	Iteration 16Q: 3 clusters Score -258385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -258386.875000 Penalty: 2494.099609
	Iteration 17Q: 3 clusters Score -258386.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -258387.171875 Penalty: 2494.099609
	Iteration 18Q: 3 clusters Score -258387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -258387.953125 Penalty: 2494.099609
	Iteration 19Q: 3 clusters Score -258388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -258388.781250 Penalty: 2494.099609
	Iteration 20F: 3 clusters Score -258388.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -258391.546875 Penalty: 2494.099609
	Iteration 21Q: 3 clusters Score -258391.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -258394.203125 Penalty: 2494.099609
	Iteration 22Q: 3 clusters Score -258394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -258395.671875 Penalty: 2494.099609
	Iteration 23Q: 3 clusters Score -258395.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -258397.500000 Penalty: 2494.099609
	Iteration 24Q: 3 clusters Score -258397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -258400.937500 Penalty: 2494.099609
	Iteration 25Q: 3 clusters Score -258400.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -258404.171875 Penalty: 2494.099609
	Iteration 26Q: 3 clusters Score -258404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -258406.515625 Penalty: 2494.099609
	Iteration 27Q: 3 clusters Score -258406.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -258408.937500 Penalty: 2494.099609
	Iteration 28Q: 3 clusters Score -258408.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -258410.640625 Penalty: 2494.099609
	Iteration 29Q: 3 clusters Score -258410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -258410.984375 Penalty: 2494.099609
	Iteration 30Q: 3 clusters Score -258411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -258412.218750 Penalty: 2494.099609
	Iteration 31Q: 3 clusters Score -258412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -258412.593750 Penalty: 2494.099609
	Iteration 32Q: 3 clusters Score -258412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -258413.359375 Penalty: 2494.099609
	Iteration 33Q: 3 clusters Score -258413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -258414.015625 Penalty: 2494.099609
	Iteration 34Q: 3 clusters Score -258414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -258414.734375 Penalty: 2494.099609
	Iteration 35Q: 3 clusters Score -258414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -258414.734375 Penalty: 2494.099609
	Iteration 36F: 3 clusters Score -258414.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Entering Unmasked Estep 
Score: -4779158.500000 Penalty: 1719.645630
	Iteration 0F: 2 clusters Score -4779158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -4755037.000000 Penalty: 3439.291260
	Iteration 0F: 3 clusters Score -4755037 nChanged 18267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -4765237.500000 Penalty: 3439.291260
	Iteration 1F: 3 clusters Score -4765238 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -4765779.500000 Penalty: 3439.291260
	Iteration 2Q: 3 clusters Score -4765780 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4766601.500000 Penalty: 3439.291260
	Iteration 3Q: 3 clusters Score -4766602 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -4767741.500000 Penalty: 3439.291260
	Iteration 4F: 3 clusters Score -4767742 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4769058.000000 Penalty: 3439.291260
	Iteration 5F: 3 clusters Score -4769058 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -4770372.000000 Penalty: 3439.291260
	Iteration 6F: 3 clusters Score -4770372 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -4771504.000000 Penalty: 3439.291260
	Iteration 7F: 3 clusters Score -4771504 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -4772441.000000 Penalty: 3439.291260
	Iteration 8F: 3 clusters Score -4772441 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4773044.500000 Penalty: 3439.291260
	Iteration 9Q: 3 clusters Score -4773044 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4773366.500000 Penalty: 3439.291260
	Iteration 10Q: 3 clusters Score -4773366 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4773516.500000 Penalty: 3439.291260
	Iteration 11Q: 3 clusters Score -4773516 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4773611.000000 Penalty: 3439.291260
	Iteration 12Q: 3 clusters Score -4773611 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4773648.500000 Penalty: 3439.291260
	Iteration 13Q: 3 clusters Score -4773648 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -4773763.000000 Penalty: 3439.291260
	Iteration 14Q: 3 clusters Score -4773763 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -4773854.500000 Penalty: 3439.291260
	Iteration 15Q: 3 clusters Score -4773854 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -4773965.500000 Penalty: 3439.291260
	Iteration 16Q: 3 clusters Score -4773966 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -4774055.000000 Penalty: 3439.291260
	Iteration 17Q: 3 clusters Score -4774055 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -4774161.000000 Penalty: 3439.291260
	Iteration 18Q: 3 clusters Score -4774161 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -4774246.000000 Penalty: 3439.291260
	Iteration 19Q: 3 clusters Score -4774246 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4774352.500000 Penalty: 3439.291260
	Iteration 20F: 3 clusters Score -4774352 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4774427.500000 Penalty: 3439.291260
	Iteration 21Q: 3 clusters Score -4774428 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4774498.500000 Penalty: 3439.291260
	Iteration 22Q: 3 clusters Score -4774498 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4774575.500000 Penalty: 3439.291260
	Iteration 23Q: 3 clusters Score -4774576 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -4774650.000000 Penalty: 3439.291260
	Iteration 24Q: 3 clusters Score -4774650 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4774699.000000 Penalty: 3439.291260
	Iteration 25Q: 3 clusters Score -4774699 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4774756.500000 Penalty: 3439.291260
	Iteration 26Q: 3 clusters Score -4774756 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -4774812.500000 Penalty: 3439.291260
	Iteration 27Q: 3 clusters Score -4774812 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4774881.500000 Penalty: 3439.291260
	Iteration 28Q: 3 clusters Score -4774882 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4774937.500000 Penalty: 3439.291260
	Iteration 29Q: 3 clusters Score -4774938 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4775036.500000 Penalty: 3439.291260
	Iteration 30Q: 3 clusters Score -4775036 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -4775083.000000 Penalty: 3439.291260
	Iteration 31Q: 3 clusters Score -4775083 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -4775176.000000 Penalty: 3439.291260
	Iteration 32Q: 3 clusters Score -4775176 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4775249.500000 Penalty: 3439.291260
	Iteration 33Q: 3 clusters Score -4775250 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4775306.500000 Penalty: 3439.291260
	Iteration 34Q: 3 clusters Score -4775306 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -4775363.000000 Penalty: 3439.291260
	Iteration 35Q: 3 clusters Score -4775363 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -4775413.000000 Penalty: 3439.291260
	Iteration 36Q: 3 clusters Score -4775413 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4775449.000000 Penalty: 3439.291260
	Iteration 37Q: 3 clusters Score -4775449 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4775481.500000 Penalty: 3439.291260
	Iteration 38Q: 3 clusters Score -4775482 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -4775502.500000 Penalty: 3439.291260
	Iteration 39Q: 3 clusters Score -4775502 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4775525.000000 Penalty: 3439.291260
	Iteration 40F: 3 clusters Score -4775525 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -4775571.000000 Penalty: 3439.291260
	Iteration 41Q: 3 clusters Score -4775571 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4775590.000000 Penalty: 3439.291260
	Iteration 42Q: 3 clusters Score -4775590 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4775605.000000 Penalty: 3439.291260
	Iteration 43Q: 3 clusters Score -4775605 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4775641.000000 Penalty: 3439.291260
	Iteration 44Q: 3 clusters Score -4775641 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -4775671.000000 Penalty: 3439.291260
	Iteration 45Q: 3 clusters Score -4775671 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4775693.000000 Penalty: 3439.291260
	Iteration 46Q: 3 clusters Score -4775693 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4775727.500000 Penalty: 3439.291260
	Iteration 47Q: 3 clusters Score -4775728 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4775728.000000 Penalty: 3439.291260
	Iteration 48Q: 3 clusters Score -4775728 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4775733.500000 Penalty: 3439.291260
	Iteration 49Q: 3 clusters Score -4775734 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4775734.500000 Penalty: 3439.291260
	Iteration 50Q: 3 clusters Score -4775734 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4775737.500000 Penalty: 3439.291260
	Iteration 51Q: 3 clusters Score -4775738 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4775759.500000 Penalty: 3439.291260
	Iteration 52Q: 3 clusters Score -4775760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -4775776.500000 Penalty: 3439.291260
	Iteration 53Q: 3 clusters Score -4775776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4775786.000000 Penalty: 3439.291260
	Iteration 54Q: 3 clusters Score -4775786 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -4775805.500000 Penalty: 3439.291260
	Iteration 55Q: 3 clusters Score -4775806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -4775823.000000 Penalty: 3439.291260
	Iteration 56Q: 3 clusters Score -4775823 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -4775811.500000 Penalty: 3439.291260
	Iteration 57Q: 3 clusters Score -4775812 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4775832.000000 Penalty: 3439.291260
	Iteration 58Q: 3 clusters Score -4775832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -4775823.500000 Penalty: 3439.291260
	Iteration 59Q: 3 clusters Score -4775824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4775830.500000 Penalty: 3439.291260
	Iteration 60F: 3 clusters Score -4775830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4775822.000000 Penalty: 3439.291260
	Iteration 61Q: 3 clusters Score -4775822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4775838.500000 Penalty: 3439.291260
	Iteration 62Q: 3 clusters Score -4775838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -4775859.000000 Penalty: 3439.291260
	Iteration 63Q: 3 clusters Score -4775859 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4775852.500000 Penalty: 3439.291260
	Iteration 64Q: 3 clusters Score -4775852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4775860.500000 Penalty: 3439.291260
	Iteration 65Q: 3 clusters Score -4775860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -4775861.000000 Penalty: 3439.291260
	Iteration 66Q: 3 clusters Score -4775861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4775866.500000 Penalty: 3439.291260
	Iteration 67Q: 3 clusters Score -4775866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4775866.000000 Penalty: 3439.291260
	Iteration 68Q: 3 clusters Score -4775866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4775855.000000 Penalty: 3439.291260
	Iteration 69Q: 3 clusters Score -4775855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -4775859.000000 Penalty: 3439.291260
	Iteration 70Q: 3 clusters Score -4775859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -4775862.000000 Penalty: 3439.291260
	Iteration 71Q: 3 clusters Score -4775862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -4775866.000000 Penalty: 3439.291260
	Iteration 72Q: 3 clusters Score -4775866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -4775877.500000 Penalty: 3439.291260
	Iteration 73Q: 3 clusters Score -4775878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -4775881.500000 Penalty: 3439.291260
	Iteration 74Q: 3 clusters Score -4775882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -4775877.000000 Penalty: 3439.291260
	Iteration 75Q: 3 clusters Score -4775877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -4775891.500000 Penalty: 3439.291260
	Iteration 76Q: 3 clusters Score -4775892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -4775887.500000 Penalty: 3439.291260
	Iteration 77Q: 3 clusters Score -4775888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -4775886.500000 Penalty: 3439.291260
	Iteration 78Q: 3 clusters Score -4775886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4775890.500000 Penalty: 3439.291260
	Iteration 79Q: 3 clusters Score -4775890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -4775896.500000 Penalty: 3439.291260
	Iteration 80F: 3 clusters Score -4775896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4775901.000000 Penalty: 3439.291260
	Iteration 81Q: 3 clusters Score -4775901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4775901.000000 Penalty: 3439.291260
	Iteration 82Q: 3 clusters Score -4775901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -4775909.500000 Penalty: 3439.291260
	Iteration 83Q: 3 clusters Score -4775910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4775914.500000 Penalty: 3439.291260
	Iteration 84Q: 3 clusters Score -4775914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4775924.000000 Penalty: 3439.291260
	Iteration 85Q: 3 clusters Score -4775924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4775927.000000 Penalty: 3439.291260
	Iteration 86Q: 3 clusters Score -4775927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4775918.500000 Penalty: 3439.291260
	Iteration 87Q: 3 clusters Score -4775918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -4775911.000000 Penalty: 3439.291260
	Iteration 88Q: 3 clusters Score -4775911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4775908.500000 Penalty: 3439.291260
	Iteration 89Q: 3 clusters Score -4775908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4775910.500000 Penalty: 3439.291260
	Iteration 90Q: 3 clusters Score -4775910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -4775898.500000 Penalty: 3439.291260
	Iteration 91Q: 3 clusters Score -4775898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -4775902.000000 Penalty: 3439.291260
	Iteration 92Q: 3 clusters Score -4775902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -4775910.500000 Penalty: 3439.291260
	Iteration 93Q: 3 clusters Score -4775910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4775908.500000 Penalty: 3439.291260
	Iteration 94Q: 3 clusters Score -4775908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4775915.000000 Penalty: 3439.291260
	Iteration 95Q: 3 clusters Score -4775915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -4775911.500000 Penalty: 3439.291260
	Iteration 96Q: 3 clusters Score -4775912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -4775915.000000 Penalty: 3439.291260
	Iteration 97Q: 3 clusters Score -4775915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -4775914.000000 Penalty: 3439.291260
	Iteration 98Q: 3 clusters Score -4775914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4775917.000000 Penalty: 3439.291260
	Iteration 99Q: 3 clusters Score -4775917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4775918.500000 Penalty: 3439.291260
	Iteration 100F: 3 clusters Score -4775918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4775925.000000 Penalty: 3439.291260
	Iteration 101Q: 3 clusters Score -4775925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4775917.000000 Penalty: 3439.291260
	Iteration 102Q: 3 clusters Score -4775917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4775918.000000 Penalty: 3439.291260
	Iteration 103Q: 3 clusters Score -4775918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4775919.000000 Penalty: 3439.291260
	Iteration 104Q: 3 clusters Score -4775919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -4775918.500000 Penalty: 3439.291260
	Iteration 105Q: 3 clusters Score -4775918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -4775922.000000 Penalty: 3439.291260
	Iteration 106Q: 3 clusters Score -4775922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4775922.500000 Penalty: 3439.291260
	Iteration 107Q: 3 clusters Score -4775922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4775927.500000 Penalty: 3439.291260
	Iteration 108Q: 3 clusters Score -4775928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4775935.000000 Penalty: 3439.291260
	Iteration 109Q: 3 clusters Score -4775935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -4775937.000000 Penalty: 3439.291260
	Iteration 110Q: 3 clusters Score -4775937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4775936.000000 Penalty: 3439.291260
	Iteration 111Q: 3 clusters Score -4775936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -4775930.500000 Penalty: 3439.291260
	Iteration 112Q: 3 clusters Score -4775930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -4775936.000000 Penalty: 3439.291260
	Iteration 113Q: 3 clusters Score -4775936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -4775940.500000 Penalty: 3439.291260
	Iteration 114Q: 3 clusters Score -4775940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4775938.500000 Penalty: 3439.291260
	Iteration 115Q: 3 clusters Score -4775938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -4775929.000000 Penalty: 3439.291260
	Iteration 116Q: 3 clusters Score -4775929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4775928.500000 Penalty: 3439.291260
	Iteration 117Q: 3 clusters Score -4775928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -4775933.500000 Penalty: 3439.291260
	Iteration 118Q: 3 clusters Score -4775934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -4775933.000000 Penalty: 3439.291260
	Iteration 119Q: 3 clusters Score -4775933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4775919.000000 Penalty: 3439.291260
	Iteration 120F: 3 clusters Score -4775919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4775922.500000 Penalty: 3439.291260
	Iteration 121Q: 3 clusters Score -4775922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4775920.000000 Penalty: 3439.291260
	Iteration 122Q: 3 clusters Score -4775920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4775915.500000 Penalty: 3439.291260
	Iteration 123Q: 3 clusters Score -4775916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4775916.500000 Penalty: 3439.291260
	Iteration 124Q: 3 clusters Score -4775916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -4775914.500000 Penalty: 3439.291260
	Iteration 125Q: 3 clusters Score -4775914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4775919.500000 Penalty: 3439.291260
	Iteration 126Q: 3 clusters Score -4775920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4775916.500000 Penalty: 3439.291260
	Iteration 127Q: 3 clusters Score -4775916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4775920.000000 Penalty: 3439.291260
	Iteration 128Q: 3 clusters Score -4775920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4775919.000000 Penalty: 3439.291260
	Iteration 129Q: 3 clusters Score -4775919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -4775923.000000 Penalty: 3439.291260
	Iteration 130Q: 3 clusters Score -4775923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4775923.000000 Penalty: 3439.291260
	Iteration 131Q: 3 clusters Score -4775923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4775923.000000 Penalty: 3439.291260
	Iteration 132Q: 3 clusters Score -4775923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4775923.000000 Penalty: 3439.291260
	Iteration 133F: 3 clusters Score -4775923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Entering Unmasked Estep 
Score: -4528939.000000 Penalty: 1709.573975
	Iteration 0F: 2 clusters Score -4528939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4505750.500000 Penalty: 3419.147949
	Iteration 0F: 3 clusters Score -4505750 nChanged 17118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4515450.500000 Penalty: 3419.147949
	Iteration 1F: 3 clusters Score -4515450 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4516045.000000 Penalty: 3419.147949
	Iteration 2Q: 3 clusters Score -4516045 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -4516727.500000 Penalty: 3419.147949
	Iteration 3Q: 3 clusters Score -4516728 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4517555.500000 Penalty: 3419.147949
	Iteration 4Q: 3 clusters Score -4517556 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4518622.500000 Penalty: 3419.147949
	Iteration 5F: 3 clusters Score -4518622 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4519878.500000 Penalty: 3419.147949
	Iteration 6F: 3 clusters Score -4519878 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4521347.000000 Penalty: 3419.147949
	Iteration 7F: 3 clusters Score -4521347 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -4522765.000000 Penalty: 3419.147949
	Iteration 8F: 3 clusters Score -4522765 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4523809.500000 Penalty: 3419.147949
	Iteration 9F: 3 clusters Score -4523810 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4524353.000000 Penalty: 3419.147949
	Iteration 10Q: 3 clusters Score -4524353 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -4524650.500000 Penalty: 3419.147949
	Iteration 11Q: 3 clusters Score -4524650 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -4524760.500000 Penalty: 3419.147949
	Iteration 12Q: 3 clusters Score -4524760 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -4524842.500000 Penalty: 3419.147949
	Iteration 13Q: 3 clusters Score -4524842 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -4524897.500000 Penalty: 3419.147949
	Iteration 14Q: 3 clusters Score -4524898 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -4524944.500000 Penalty: 3419.147949
	Iteration 15Q: 3 clusters Score -4524944 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -4524979.000000 Penalty: 3419.147949
	Iteration 16Q: 3 clusters Score -4524979 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4525007.000000 Penalty: 3419.147949
	Iteration 17Q: 3 clusters Score -4525007 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -4525030.500000 Penalty: 3419.147949
	Iteration 18Q: 3 clusters Score -4525030 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -4525067.500000 Penalty: 3419.147949
	Iteration 19Q: 3 clusters Score -4525068 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4525116.000000 Penalty: 3419.147949
	Iteration 20F: 3 clusters Score -4525116 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -4525147.000000 Penalty: 3419.147949
	Iteration 21Q: 3 clusters Score -4525147 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -4525179.500000 Penalty: 3419.147949
	Iteration 22Q: 3 clusters Score -4525180 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -4525222.000000 Penalty: 3419.147949
	Iteration 23Q: 3 clusters Score -4525222 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -4525250.500000 Penalty: 3419.147949
	Iteration 24Q: 3 clusters Score -4525250 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4525304.500000 Penalty: 3419.147949
	Iteration 25Q: 3 clusters Score -4525304 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -4525337.500000 Penalty: 3419.147949
	Iteration 26Q: 3 clusters Score -4525338 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -4525357.000000 Penalty: 3419.147949
	Iteration 27Q: 3 clusters Score -4525357 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -4525404.500000 Penalty: 3419.147949
	Iteration 28Q: 3 clusters Score -4525404 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -4525439.000000 Penalty: 3419.147949
	Iteration 29Q: 3 clusters Score -4525439 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -4525474.000000 Penalty: 3419.147949
	Iteration 30Q: 3 clusters Score -4525474 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -4525488.000000 Penalty: 3419.147949
	Iteration 31Q: 3 clusters Score -4525488 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -4525493.000000 Penalty: 3419.147949
	Iteration 32Q: 3 clusters Score -4525493 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -4525510.500000 Penalty: 3419.147949
	Iteration 33Q: 3 clusters Score -4525510 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4525543.500000 Penalty: 3419.147949
	Iteration 34Q: 3 clusters Score -4525544 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -4525525.000000 Penalty: 3419.147949
	Iteration 35Q: 3 clusters Score -4525525 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -4525548.000000 Penalty: 3419.147949
	Iteration 36Q: 3 clusters Score -4525548 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -4525550.000000 Penalty: 3419.147949
	Iteration 37Q: 3 clusters Score -4525550 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4525568.500000 Penalty: 3419.147949
	Iteration 38Q: 3 clusters Score -4525568 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -4525582.000000 Penalty: 3419.147949
	Iteration 39Q: 3 clusters Score -4525582 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -4525579.000000 Penalty: 3419.147949
	Iteration 40F: 3 clusters Score -4525579 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -4525600.000000 Penalty: 3419.147949
	Iteration 41Q: 3 clusters Score -4525600 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4525606.500000 Penalty: 3419.147949
	Iteration 42Q: 3 clusters Score -4525606 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -4525630.000000 Penalty: 3419.147949
	Iteration 43Q: 3 clusters Score -4525630 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4525659.500000 Penalty: 3419.147949
	Iteration 44Q: 3 clusters Score -4525660 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -4525677.000000 Penalty: 3419.147949
	Iteration 45Q: 3 clusters Score -4525677 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -4525691.500000 Penalty: 3419.147949
	Iteration 46Q: 3 clusters Score -4525692 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -4525711.000000 Penalty: 3419.147949
	Iteration 47Q: 3 clusters Score -4525711 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4525726.000000 Penalty: 3419.147949
	Iteration 48Q: 3 clusters Score -4525726 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -4525731.500000 Penalty: 3419.147949
	Iteration 49Q: 3 clusters Score -4525732 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -4525756.000000 Penalty: 3419.147949
	Iteration 50Q: 3 clusters Score -4525756 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4525790.500000 Penalty: 3419.147949
	Iteration 51Q: 3 clusters Score -4525790 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4525824.000000 Penalty: 3419.147949
	Iteration 52Q: 3 clusters Score -4525824 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -4525851.000000 Penalty: 3419.147949
	Iteration 53Q: 3 clusters Score -4525851 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4525875.500000 Penalty: 3419.147949
	Iteration 54Q: 3 clusters Score -4525876 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4525928.500000 Penalty: 3419.147949
	Iteration 55Q: 3 clusters Score -4525928 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -4525971.000000 Penalty: 3419.147949
	Iteration 56Q: 3 clusters Score -4525971 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4526021.000000 Penalty: 3419.147949
	Iteration 57Q: 3 clusters Score -4526021 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -4526070.500000 Penalty: 3419.147949
	Iteration 58Q: 3 clusters Score -4526070 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -4526127.000000 Penalty: 3419.147949
	Iteration 59Q: 3 clusters Score -4526127 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4526189.000000 Penalty: 3419.147949
	Iteration 60F: 3 clusters Score -4526189 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4526283.500000 Penalty: 3419.147949
	Iteration 61Q: 3 clusters Score -4526284 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -4526318.000000 Penalty: 3419.147949
	Iteration 62Q: 3 clusters Score -4526318 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4526378.500000 Penalty: 3419.147949
	Iteration 63Q: 3 clusters Score -4526378 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -4526440.000000 Penalty: 3419.147949
	Iteration 64Q: 3 clusters Score -4526440 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4526473.000000 Penalty: 3419.147949
	Iteration 65Q: 3 clusters Score -4526473 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -4526512.000000 Penalty: 3419.147949
	Iteration 66Q: 3 clusters Score -4526512 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -4526578.500000 Penalty: 3419.147949
	Iteration 67Q: 3 clusters Score -4526578 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -4526642.000000 Penalty: 3419.147949
	Iteration 68Q: 3 clusters Score -4526642 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -4526707.000000 Penalty: 3419.147949
	Iteration 69Q: 3 clusters Score -4526707 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -4526761.000000 Penalty: 3419.147949
	Iteration 70Q: 3 clusters Score -4526761 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4526829.000000 Penalty: 3419.147949
	Iteration 71Q: 3 clusters Score -4526829 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4526886.000000 Penalty: 3419.147949
	Iteration 72Q: 3 clusters Score -4526886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -4526925.000000 Penalty: 3419.147949
	Iteration 73Q: 3 clusters Score -4526925 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -4526954.000000 Penalty: 3419.147949
	Iteration 74Q: 3 clusters Score -4526954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4526971.500000 Penalty: 3419.147949
	Iteration 75Q: 3 clusters Score -4526972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -4526986.500000 Penalty: 3419.147949
	Iteration 76Q: 3 clusters Score -4526986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4527011.000000 Penalty: 3419.147949
	Iteration 77Q: 3 clusters Score -4527011 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -4527025.000000 Penalty: 3419.147949
	Iteration 78Q: 3 clusters Score -4527025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -4527033.000000 Penalty: 3419.147949
	Iteration 79Q: 3 clusters Score -4527033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -4527063.000000 Penalty: 3419.147949
	Iteration 80F: 3 clusters Score -4527063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -4527080.500000 Penalty: 3419.147949
	Iteration 81Q: 3 clusters Score -4527080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -4527099.500000 Penalty: 3419.147949
	Iteration 82Q: 3 clusters Score -4527100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4527116.500000 Penalty: 3419.147949
	Iteration 83Q: 3 clusters Score -4527116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4527136.000000 Penalty: 3419.147949
	Iteration 84Q: 3 clusters Score -4527136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -4527142.000000 Penalty: 3419.147949
	Iteration 85Q: 3 clusters Score -4527142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4527141.000000 Penalty: 3419.147949
	Iteration 86Q: 3 clusters Score -4527141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -4527145.500000 Penalty: 3419.147949
	Iteration 87Q: 3 clusters Score -4527146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -4527155.500000 Penalty: 3419.147949
	Iteration 88Q: 3 clusters Score -4527156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4527183.500000 Penalty: 3419.147949
	Iteration 89Q: 3 clusters Score -4527184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4527202.000000 Penalty: 3419.147949
	Iteration 90Q: 3 clusters Score -4527202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4527210.500000 Penalty: 3419.147949
	Iteration 91Q: 3 clusters Score -4527210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -4527218.500000 Penalty: 3419.147949
	Iteration 92Q: 3 clusters Score -4527218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -4527224.000000 Penalty: 3419.147949
	Iteration 93Q: 3 clusters Score -4527224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -4527239.500000 Penalty: 3419.147949
	Iteration 94Q: 3 clusters Score -4527240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -4527262.500000 Penalty: 3419.147949
	Iteration 95Q: 3 clusters Score -4527262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4527264.500000 Penalty: 3419.147949
	Iteration 96Q: 3 clusters Score -4527264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4527282.000000 Penalty: 3419.147949
	Iteration 97Q: 3 clusters Score -4527282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -4527285.500000 Penalty: 3419.147949
	Iteration 98Q: 3 clusters Score -4527286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4527292.000000 Penalty: 3419.147949
	Iteration 99Q: 3 clusters Score -4527292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4527295.500000 Penalty: 3419.147949
	Iteration 100F: 3 clusters Score -4527296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -4527296.500000 Penalty: 3419.147949
	Iteration 101Q: 3 clusters Score -4527296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -4527300.500000 Penalty: 3419.147949
	Iteration 102Q: 3 clusters Score -4527300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -4527300.500000 Penalty: 3419.147949
	Iteration 103Q: 3 clusters Score -4527300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4527304.500000 Penalty: 3419.147949
	Iteration 104Q: 3 clusters Score -4527304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4527309.500000 Penalty: 3419.147949
	Iteration 105Q: 3 clusters Score -4527310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -4527317.000000 Penalty: 3419.147949
	Iteration 106Q: 3 clusters Score -4527317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4527318.500000 Penalty: 3419.147949
	Iteration 107Q: 3 clusters Score -4527318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4527325.000000 Penalty: 3419.147949
	Iteration 108Q: 3 clusters Score -4527325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4527320.500000 Penalty: 3419.147949
	Iteration 109Q: 3 clusters Score -4527320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4527331.500000 Penalty: 3419.147949
	Iteration 110Q: 3 clusters Score -4527332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4527332.000000 Penalty: 3419.147949
	Iteration 111Q: 3 clusters Score -4527332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4527334.000000 Penalty: 3419.147949
	Iteration 112Q: 3 clusters Score -4527334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -4527335.000000 Penalty: 3419.147949
	Iteration 113Q: 3 clusters Score -4527335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4527343.500000 Penalty: 3419.147949
	Iteration 114Q: 3 clusters Score -4527344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4527353.000000 Penalty: 3419.147949
	Iteration 115Q: 3 clusters Score -4527353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -4527358.500000 Penalty: 3419.147949
	Iteration 116Q: 3 clusters Score -4527358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4527367.000000 Penalty: 3419.147949
	Iteration 117Q: 3 clusters Score -4527367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4527374.500000 Penalty: 3419.147949
	Iteration 118Q: 3 clusters Score -4527374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4527376.500000 Penalty: 3419.147949
	Iteration 119Q: 3 clusters Score -4527376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4527378.000000 Penalty: 3419.147949
	Iteration 120F: 3 clusters Score -4527378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4527379.000000 Penalty: 3419.147949
	Iteration 121Q: 3 clusters Score -4527379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -4527381.500000 Penalty: 3419.147949
	Iteration 122Q: 3 clusters Score -4527382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -4527379.000000 Penalty: 3419.147949
	Iteration 123Q: 3 clusters Score -4527379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -4527383.500000 Penalty: 3419.147949
	Iteration 124Q: 3 clusters Score -4527384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -4527386.500000 Penalty: 3419.147949
	Iteration 125Q: 3 clusters Score -4527386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -4527393.500000 Penalty: 3419.147949
	Iteration 126Q: 3 clusters Score -4527394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4527391.000000 Penalty: 3419.147949
	Iteration 127Q: 3 clusters Score -4527391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4527394.000000 Penalty: 3419.147949
	Iteration 128Q: 3 clusters Score -4527394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4527393.500000 Penalty: 3419.147949
	Iteration 129Q: 3 clusters Score -4527394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4527398.500000 Penalty: 3419.147949
	Iteration 130Q: 3 clusters Score -4527398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4527405.500000 Penalty: 3419.147949
	Iteration 131Q: 3 clusters Score -4527406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4527403.500000 Penalty: 3419.147949
	Iteration 132Q: 3 clusters Score -4527404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4527403.500000 Penalty: 3419.147949
	Iteration 133F: 3 clusters Score -4527404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Entering Unmasked Estep 
Score: -3442166.000000 Penalty: 1665.863037
	Iteration 0F: 2 clusters Score -3442166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3423638.250000 Penalty: 3331.726074
	Iteration 0F: 3 clusters Score -3423638 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3430820.750000 Penalty: 3331.726074
	Iteration 1F: 3 clusters Score -3430821 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3431169.750000 Penalty: 3331.726074
	Iteration 2Q: 3 clusters Score -3431170 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3431549.750000 Penalty: 3331.726074
	Iteration 3Q: 3 clusters Score -3431550 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3431950.000000 Penalty: 3331.726074
	Iteration 4Q: 3 clusters Score -3431950 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3432331.750000 Penalty: 3331.726074
	Iteration 5Q: 3 clusters Score -3432332 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3432829.250000 Penalty: 3331.726074
	Iteration 6Q: 3 clusters Score -3432829 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3433460.250000 Penalty: 3331.726074
	Iteration 7Q: 3 clusters Score -3433460 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -3434211.500000 Penalty: 3331.726074
	Iteration 8Q: 3 clusters Score -3434212 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3435129.250000 Penalty: 3331.726074
	Iteration 9F: 3 clusters Score -3435129 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3436081.500000 Penalty: 3331.726074
	Iteration 10F: 3 clusters Score -3436082 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3436978.000000 Penalty: 3331.726074
	Iteration 11Q: 3 clusters Score -3436978 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3437820.000000 Penalty: 3331.726074
	Iteration 12Q: 3 clusters Score -3437820 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3438398.750000 Penalty: 3331.726074
	Iteration 13Q: 3 clusters Score -3438399 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3438780.250000 Penalty: 3331.726074
	Iteration 14Q: 3 clusters Score -3438780 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3439096.000000 Penalty: 3331.726074
	Iteration 15Q: 3 clusters Score -3439096 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3439364.750000 Penalty: 3331.726074
	Iteration 16Q: 3 clusters Score -3439365 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3439607.000000 Penalty: 3331.726074
	Iteration 17Q: 3 clusters Score -3439607 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3439772.000000 Penalty: 3331.726074
	Iteration 18Q: 3 clusters Score -3439772 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3439957.000000 Penalty: 3331.726074
	Iteration 19Q: 3 clusters Score -3439957 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3440092.500000 Penalty: 3331.726074
	Iteration 20F: 3 clusters Score -3440092 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3440225.750000 Penalty: 3331.726074
	Iteration 21Q: 3 clusters Score -3440226 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3440357.750000 Penalty: 3331.726074
	Iteration 22Q: 3 clusters Score -3440358 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3440432.000000 Penalty: 3331.726074
	Iteration 23Q: 3 clusters Score -3440432 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3440500.250000 Penalty: 3331.726074
	Iteration 24Q: 3 clusters Score -3440500 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3440563.500000 Penalty: 3331.726074
	Iteration 25Q: 3 clusters Score -3440564 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3440625.000000 Penalty: 3331.726074
	Iteration 26Q: 3 clusters Score -3440625 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3440676.750000 Penalty: 3331.726074
	Iteration 27Q: 3 clusters Score -3440677 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3440701.500000 Penalty: 3331.726074
	Iteration 28Q: 3 clusters Score -3440702 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3440721.250000 Penalty: 3331.726074
	Iteration 29Q: 3 clusters Score -3440721 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3440747.750000 Penalty: 3331.726074
	Iteration 30Q: 3 clusters Score -3440748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3440772.000000 Penalty: 3331.726074
	Iteration 31Q: 3 clusters Score -3440772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3440799.750000 Penalty: 3331.726074
	Iteration 32Q: 3 clusters Score -3440800 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3440822.250000 Penalty: 3331.726074
	Iteration 33Q: 3 clusters Score -3440822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3440846.750000 Penalty: 3331.726074
	Iteration 34Q: 3 clusters Score -3440847 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3440869.000000 Penalty: 3331.726074
	Iteration 35Q: 3 clusters Score -3440869 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3440884.750000 Penalty: 3331.726074
	Iteration 36Q: 3 clusters Score -3440885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3440894.000000 Penalty: 3331.726074
	Iteration 37Q: 3 clusters Score -3440894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3440907.250000 Penalty: 3331.726074
	Iteration 38Q: 3 clusters Score -3440907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3440922.750000 Penalty: 3331.726074
	Iteration 39Q: 3 clusters Score -3440923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3440925.250000 Penalty: 3331.726074
	Iteration 40F: 3 clusters Score -3440925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3440935.500000 Penalty: 3331.726074
	Iteration 41Q: 3 clusters Score -3440936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3440940.250000 Penalty: 3331.726074
	Iteration 42Q: 3 clusters Score -3440940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3440944.000000 Penalty: 3331.726074
	Iteration 43Q: 3 clusters Score -3440944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3440944.000000 Penalty: 3331.726074
	Iteration 44Q: 3 clusters Score -3440944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3440944.750000 Penalty: 3331.726074
	Iteration 45Q: 3 clusters Score -3440945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3440950.750000 Penalty: 3331.726074
	Iteration 46Q: 3 clusters Score -3440951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3440948.750000 Penalty: 3331.726074
	Iteration 47Q: 3 clusters Score -3440949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3440957.750000 Penalty: 3331.726074
	Iteration 48Q: 3 clusters Score -3440958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3440955.500000 Penalty: 3331.726074
	Iteration 49Q: 3 clusters Score -3440956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3440952.250000 Penalty: 3331.726074
	Iteration 50Q: 3 clusters Score -3440952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3440951.500000 Penalty: 3331.726074
	Iteration 51Q: 3 clusters Score -3440952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3440950.750000 Penalty: 3331.726074
	Iteration 52Q: 3 clusters Score -3440951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3440951.750000 Penalty: 3331.726074
	Iteration 53Q: 3 clusters Score -3440952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3440953.250000 Penalty: 3331.726074
	Iteration 54Q: 3 clusters Score -3440953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3440954.250000 Penalty: 3331.726074
	Iteration 55Q: 3 clusters Score -3440954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3440954.250000 Penalty: 3331.726074
	Iteration 56F: 3 clusters Score -3440954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -15620.387695 Penalty: 820.601624
	Iteration 0F: 2 clusters Score -15620.39 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 70 members 
Entering Unmasked Estep 
Score: -15068.239258 Penalty: 1641.203247
	Iteration 0F: 3 clusters Score -15068.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15137.500977 Penalty: 1641.203247
	Iteration 1F: 3 clusters Score -15137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15152.364258 Penalty: 1641.203247
	Iteration 2Q: 3 clusters Score -15152.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15165.617188 Penalty: 1641.203247
	Iteration 3Q: 3 clusters Score -15165.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15173.655273 Penalty: 1641.203247
	Iteration 4Q: 3 clusters Score -15173.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15173.655273 Penalty: 1641.203247
	Iteration 5F: 3 clusters Score -15173.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Entering Unmasked Estep 
Score: -972642.000000 Penalty: 1467.280396
	Iteration 0F: 2 clusters Score -972642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -966569.312500 Penalty: 2934.560791
	Iteration 0F: 3 clusters Score -966569.3 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -968493.312500 Penalty: 2934.560791
	Iteration 1F: 3 clusters Score -968493.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -968740.125000 Penalty: 2934.560791
	Iteration 2F: 3 clusters Score -968740.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -968969.187500 Penalty: 2934.560791
	Iteration 3F: 3 clusters Score -968969.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -969172.750000 Penalty: 2934.560791
	Iteration 4Q: 3 clusters Score -969172.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -969380.062500 Penalty: 2934.560791
	Iteration 5Q: 3 clusters Score -969380.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -969625.812500 Penalty: 2934.560791
	Iteration 6Q: 3 clusters Score -969625.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -969868.625000 Penalty: 2934.560791
	Iteration 7F: 3 clusters Score -969868.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -970097.687500 Penalty: 2934.560791
	Iteration 8Q: 3 clusters Score -970097.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -970325.625000 Penalty: 2934.560791
	Iteration 9Q: 3 clusters Score -970325.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -970575.187500 Penalty: 2934.560791
	Iteration 10Q: 3 clusters Score -970575.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -970839.062500 Penalty: 2934.560791
	Iteration 11Q: 3 clusters Score -970839.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -971100.875000 Penalty: 2934.560791
	Iteration 12Q: 3 clusters Score -971100.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -971352.125000 Penalty: 2934.560791
	Iteration 13Q: 3 clusters Score -971352.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -971548.125000 Penalty: 2934.560791
	Iteration 14Q: 3 clusters Score -971548.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -971708.125000 Penalty: 2934.560791
	Iteration 15Q: 3 clusters Score -971708.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -971854.250000 Penalty: 2934.560791
	Iteration 16Q: 3 clusters Score -971854.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -971987.250000 Penalty: 2934.560791
	Iteration 17Q: 3 clusters Score -971987.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -972102.687500 Penalty: 2934.560791
	Iteration 18Q: 3 clusters Score -972102.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -972193.125000 Penalty: 2934.560791
	Iteration 19Q: 3 clusters Score -972193.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -972248.062500 Penalty: 2934.560791
	Iteration 20F: 3 clusters Score -972248.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -972282.875000 Penalty: 2934.560791
	Iteration 21Q: 3 clusters Score -972282.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -972296.500000 Penalty: 2934.560791
	Iteration 22Q: 3 clusters Score -972296.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -972305.187500 Penalty: 2934.560791
	Iteration 23Q: 3 clusters Score -972305.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -972312.750000 Penalty: 2934.560791
	Iteration 24Q: 3 clusters Score -972312.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -972321.750000 Penalty: 2934.560791
	Iteration 25Q: 3 clusters Score -972321.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -972332.875000 Penalty: 2934.560791
	Iteration 26Q: 3 clusters Score -972332.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -972332.500000 Penalty: 2934.560791
	Iteration 27Q: 3 clusters Score -972332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -972333.500000 Penalty: 2934.560791
	Iteration 28Q: 3 clusters Score -972333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -972334.375000 Penalty: 2934.560791
	Iteration 29Q: 3 clusters Score -972334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -972334.437500 Penalty: 2934.560791
	Iteration 30Q: 3 clusters Score -972334.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -972336.750000 Penalty: 2934.560791
	Iteration 31Q: 3 clusters Score -972336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -972340.250000 Penalty: 2934.560791
	Iteration 32Q: 3 clusters Score -972340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -972341.937500 Penalty: 2934.560791
	Iteration 33Q: 3 clusters Score -972341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -972342.500000 Penalty: 2934.560791
	Iteration 34Q: 3 clusters Score -972342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -972341.812500 Penalty: 2934.560791
	Iteration 35Q: 3 clusters Score -972341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -972341.812500 Penalty: 2934.560791
	Iteration 36F: 3 clusters Score -972341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53328.312500 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53328.31 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 146 members 
Entering Unmasked Estep 
Score: -52391.886719 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52391.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52486.398438 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52486.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -52512.472656 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52512.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52520.578125 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52520.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -52524.648438 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52524.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -52530.226562 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52530.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -52532.085938 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -52532.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -52533.398438 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -52533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52534.960938 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -52534.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52534.960938 Penalty: 1881.737183
	Iteration 9F: 3 clusters Score -52534.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Entering Unmasked Estep 
Score: -1913655.000000 Penalty: 1567.844238
	Iteration 0F: 2 clusters Score -1913655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1902956.000000 Penalty: 3135.688477
	Iteration 0F: 3 clusters Score -1902956 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1906714.875000 Penalty: 3135.688477
	Iteration 1F: 3 clusters Score -1906715 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1907067.375000 Penalty: 3135.688477
	Iteration 2F: 3 clusters Score -1907067 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1907426.000000 Penalty: 3135.688477
	Iteration 3F: 3 clusters Score -1907426 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1907751.750000 Penalty: 3135.688477
	Iteration 4Q: 3 clusters Score -1907752 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1908067.250000 Penalty: 3135.688477
	Iteration 5Q: 3 clusters Score -1908067 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1908396.625000 Penalty: 3135.688477
	Iteration 6Q: 3 clusters Score -1908397 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1908701.500000 Penalty: 3135.688477
	Iteration 7Q: 3 clusters Score -1908702 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1909020.500000 Penalty: 3135.688477
	Iteration 8Q: 3 clusters Score -1909020 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1909311.625000 Penalty: 3135.688477
	Iteration 9Q: 3 clusters Score -1909312 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1909608.250000 Penalty: 3135.688477
	Iteration 10Q: 3 clusters Score -1909608 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1909937.125000 Penalty: 3135.688477
	Iteration 11Q: 3 clusters Score -1909937 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1910296.875000 Penalty: 3135.688477
	Iteration 12Q: 3 clusters Score -1910297 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1910617.125000 Penalty: 3135.688477
	Iteration 13Q: 3 clusters Score -1910617 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1910816.000000 Penalty: 3135.688477
	Iteration 14Q: 3 clusters Score -1910816 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1910953.250000 Penalty: 3135.688477
	Iteration 15Q: 3 clusters Score -1910953 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1911044.875000 Penalty: 3135.688477
	Iteration 16Q: 3 clusters Score -1911045 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1911136.500000 Penalty: 3135.688477
	Iteration 17Q: 3 clusters Score -1911136 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1911186.500000 Penalty: 3135.688477
	Iteration 18Q: 3 clusters Score -1911186 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1911245.500000 Penalty: 3135.688477
	Iteration 19Q: 3 clusters Score -1911246 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1911306.125000 Penalty: 3135.688477
	Iteration 20F: 3 clusters Score -1911306 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1911360.875000 Penalty: 3135.688477
	Iteration 21Q: 3 clusters Score -1911361 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1911423.625000 Penalty: 3135.688477
	Iteration 22Q: 3 clusters Score -1911424 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1911494.000000 Penalty: 3135.688477
	Iteration 23Q: 3 clusters Score -1911494 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1911565.500000 Penalty: 3135.688477
	Iteration 24Q: 3 clusters Score -1911566 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1911646.250000 Penalty: 3135.688477
	Iteration 25Q: 3 clusters Score -1911646 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1911708.125000 Penalty: 3135.688477
	Iteration 26Q: 3 clusters Score -1911708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1911762.625000 Penalty: 3135.688477
	Iteration 27Q: 3 clusters Score -1911763 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1911811.500000 Penalty: 3135.688477
	Iteration 28Q: 3 clusters Score -1911812 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1911869.375000 Penalty: 3135.688477
	Iteration 29Q: 3 clusters Score -1911869 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1911908.000000 Penalty: 3135.688477
	Iteration 30Q: 3 clusters Score -1911908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1911944.500000 Penalty: 3135.688477
	Iteration 31Q: 3 clusters Score -1911944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1911980.000000 Penalty: 3135.688477
	Iteration 32Q: 3 clusters Score -1911980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1912004.500000 Penalty: 3135.688477
	Iteration 33Q: 3 clusters Score -1912004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1912042.125000 Penalty: 3135.688477
	Iteration 34Q: 3 clusters Score -1912042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1912067.000000 Penalty: 3135.688477
	Iteration 35Q: 3 clusters Score -1912067 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1912090.250000 Penalty: 3135.688477
	Iteration 36Q: 3 clusters Score -1912090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1912118.625000 Penalty: 3135.688477
	Iteration 37Q: 3 clusters Score -1912119 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1912134.250000 Penalty: 3135.688477
	Iteration 38Q: 3 clusters Score -1912134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1912153.875000 Penalty: 3135.688477
	Iteration 39Q: 3 clusters Score -1912154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1912156.125000 Penalty: 3135.688477
	Iteration 40F: 3 clusters Score -1912156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1912165.750000 Penalty: 3135.688477
	Iteration 41Q: 3 clusters Score -1912166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1912167.750000 Penalty: 3135.688477
	Iteration 42Q: 3 clusters Score -1912168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1912176.875000 Penalty: 3135.688477
	Iteration 43Q: 3 clusters Score -1912177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1912179.375000 Penalty: 3135.688477
	Iteration 44Q: 3 clusters Score -1912179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1912182.000000 Penalty: 3135.688477
	Iteration 45Q: 3 clusters Score -1912182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1912183.625000 Penalty: 3135.688477
	Iteration 46Q: 3 clusters Score -1912184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1912191.125000 Penalty: 3135.688477
	Iteration 47Q: 3 clusters Score -1912191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1912190.250000 Penalty: 3135.688477
	Iteration 48Q: 3 clusters Score -1912190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1912197.500000 Penalty: 3135.688477
	Iteration 49Q: 3 clusters Score -1912198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1912201.375000 Penalty: 3135.688477
	Iteration 50Q: 3 clusters Score -1912201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1912203.375000 Penalty: 3135.688477
	Iteration 51Q: 3 clusters Score -1912203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1912203.750000 Penalty: 3135.688477
	Iteration 52Q: 3 clusters Score -1912204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1912207.000000 Penalty: 3135.688477
	Iteration 53Q: 3 clusters Score -1912207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1912208.375000 Penalty: 3135.688477
	Iteration 54Q: 3 clusters Score -1912208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1912209.375000 Penalty: 3135.688477
	Iteration 55Q: 3 clusters Score -1912209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1912209.250000 Penalty: 3135.688477
	Iteration 56Q: 3 clusters Score -1912209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1912212.125000 Penalty: 3135.688477
	Iteration 57Q: 3 clusters Score -1912212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1912213.750000 Penalty: 3135.688477
	Iteration 58Q: 3 clusters Score -1912214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1912218.250000 Penalty: 3135.688477
	Iteration 59Q: 3 clusters Score -1912218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1912223.500000 Penalty: 3135.688477
	Iteration 60F: 3 clusters Score -1912224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1912230.000000 Penalty: 3135.688477
	Iteration 61Q: 3 clusters Score -1912230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1912235.125000 Penalty: 3135.688477
	Iteration 62Q: 3 clusters Score -1912235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1912236.250000 Penalty: 3135.688477
	Iteration 63Q: 3 clusters Score -1912236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1912242.875000 Penalty: 3135.688477
	Iteration 64Q: 3 clusters Score -1912243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1912248.000000 Penalty: 3135.688477
	Iteration 65Q: 3 clusters Score -1912248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1912249.875000 Penalty: 3135.688477
	Iteration 66Q: 3 clusters Score -1912250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1912253.625000 Penalty: 3135.688477
	Iteration 67Q: 3 clusters Score -1912254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1912256.250000 Penalty: 3135.688477
	Iteration 68Q: 3 clusters Score -1912256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1912258.875000 Penalty: 3135.688477
	Iteration 69Q: 3 clusters Score -1912259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1912264.625000 Penalty: 3135.688477
	Iteration 70Q: 3 clusters Score -1912265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1912267.625000 Penalty: 3135.688477
	Iteration 71Q: 3 clusters Score -1912268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1912273.250000 Penalty: 3135.688477
	Iteration 72Q: 3 clusters Score -1912273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1912275.375000 Penalty: 3135.688477
	Iteration 73Q: 3 clusters Score -1912275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1912276.500000 Penalty: 3135.688477
	Iteration 74Q: 3 clusters Score -1912276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1912280.250000 Penalty: 3135.688477
	Iteration 75Q: 3 clusters Score -1912280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1912277.625000 Penalty: 3135.688477
	Iteration 76Q: 3 clusters Score -1912278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1912280.500000 Penalty: 3135.688477
	Iteration 77Q: 3 clusters Score -1912280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1912279.625000 Penalty: 3135.688477
	Iteration 78Q: 3 clusters Score -1912280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1912281.500000 Penalty: 3135.688477
	Iteration 79Q: 3 clusters Score -1912282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1912281.500000 Penalty: 3135.688477
	Iteration 80F: 3 clusters Score -1912282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Entering Unmasked Estep 
Score: -3523982.000000 Penalty: 1664.572754
	Iteration 0F: 2 clusters Score -3523982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3506382.750000 Penalty: 3329.145508
	Iteration 0F: 3 clusters Score -3506383 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3513557.000000 Penalty: 3329.145508
	Iteration 1F: 3 clusters Score -3513557 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3513970.750000 Penalty: 3329.145508
	Iteration 2Q: 3 clusters Score -3513971 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -3514494.000000 Penalty: 3329.145508
	Iteration 3Q: 3 clusters Score -3514494 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3515192.250000 Penalty: 3329.145508
	Iteration 4F: 3 clusters Score -3515192 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3516076.250000 Penalty: 3329.145508
	Iteration 5F: 3 clusters Score -3516076 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3517495.500000 Penalty: 3329.145508
	Iteration 6F: 3 clusters Score -3517496 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -3519186.250000 Penalty: 3329.145508
	Iteration 7F: 3 clusters Score -3519186 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3520735.000000 Penalty: 3329.145508
	Iteration 8F: 3 clusters Score -3520735 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3521688.500000 Penalty: 3329.145508
	Iteration 9F: 3 clusters Score -3521688 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3522145.000000 Penalty: 3329.145508
	Iteration 10Q: 3 clusters Score -3522145 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3522343.500000 Penalty: 3329.145508
	Iteration 11Q: 3 clusters Score -3522344 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3522425.750000 Penalty: 3329.145508
	Iteration 12Q: 3 clusters Score -3522426 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3522484.750000 Penalty: 3329.145508
	Iteration 13Q: 3 clusters Score -3522485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3522524.000000 Penalty: 3329.145508
	Iteration 14Q: 3 clusters Score -3522524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3522554.250000 Penalty: 3329.145508
	Iteration 15Q: 3 clusters Score -3522554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3522563.750000 Penalty: 3329.145508
	Iteration 16Q: 3 clusters Score -3522564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3522589.500000 Penalty: 3329.145508
	Iteration 17Q: 3 clusters Score -3522590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3522600.750000 Penalty: 3329.145508
	Iteration 18Q: 3 clusters Score -3522601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3522605.250000 Penalty: 3329.145508
	Iteration 19Q: 3 clusters Score -3522605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3522606.500000 Penalty: 3329.145508
	Iteration 20F: 3 clusters Score -3522606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3522611.750000 Penalty: 3329.145508
	Iteration 21Q: 3 clusters Score -3522612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3522610.250000 Penalty: 3329.145508
	Iteration 22Q: 3 clusters Score -3522610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3522610.250000 Penalty: 3329.145508
	Iteration 23F: 3 clusters Score -3522610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22010 members 
Mstep: Class 3 contains 10374 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26172 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 8 contains 39436 members 
Mstep: Class 9 contains 37066 members 
Mstep: Class 12 contains 28324 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15495 members 
Mstep: Class 19 contains 28100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441644.000000 Penalty: 27982.333984
Iteration 119Q: 15 clusters Score -2.644164e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22007 members 
Mstep: Class 3 contains 10379 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26171 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 8 contains 39424 members 
Mstep: Class 9 contains 37066 members 
Mstep: Class 12 contains 28338 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8341 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15496 members 
Mstep: Class 19 contains 28097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441684.000000 Penalty: 27982.333984
Iteration 120F: 15 clusters Score -2.644168e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22005 members 
Mstep: Class 3 contains 10383 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26170 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 8 contains 39417 members 
Mstep: Class 9 contains 37069 members 
Mstep: Class 12 contains 28360 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15492 members 
Mstep: Class 19 contains 28085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441690.000000 Penalty: 27982.333984
Iteration 121Q: 15 clusters Score -2.644169e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22003 members 
Mstep: Class 3 contains 10384 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 26152 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 8 contains 39415 members 
Mstep: Class 9 contains 37073 members 
Mstep: Class 12 contains 28379 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8339 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15490 members 
Mstep: Class 19 contains 28085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441744.000000 Penalty: 27982.333984
Iteration 122Q: 15 clusters Score -2.644174e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21998 members 
Mstep: Class 3 contains 10381 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 26138 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 8 contains 39408 members 
Mstep: Class 9 contains 37078 members 
Mstep: Class 12 contains 28394 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8339 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15489 members 
Mstep: Class 19 contains 28093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441806.000000 Penalty: 27982.333984
Iteration 123Q: 15 clusters Score -2.644181e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21991 members 
Mstep: Class 3 contains 10380 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 26136 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 8 contains 39402 members 
Mstep: Class 9 contains 37084 members 
Mstep: Class 12 contains 28402 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8341 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15495 members 
Mstep: Class 19 contains 28088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441830.000000 Penalty: 27982.333984
Iteration 124Q: 15 clusters Score -2.644183e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21982 members 
Mstep: Class 3 contains 10376 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 26133 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 8 contains 39393 members 
Mstep: Class 9 contains 37088 members 
Mstep: Class 12 contains 28417 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15501 members 
Mstep: Class 19 contains 28086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441800.000000 Penalty: 27982.333984
Iteration 125Q: 15 clusters Score -2.64418e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21976 members 
Mstep: Class 3 contains 10375 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 26123 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 8 contains 39370 members 
Mstep: Class 9 contains 37098 members 
Mstep: Class 12 contains 28433 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15506 members 
Mstep: Class 19 contains 28094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441816.000000 Penalty: 27982.333984
Iteration 126Q: 15 clusters Score -2.644182e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21972 members 
Mstep: Class 3 contains 10374 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 26120 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 8 contains 39346 members 
Mstep: Class 9 contains 37099 members 
Mstep: Class 12 contains 28453 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15509 members 
Mstep: Class 19 contains 28099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441776.000000 Penalty: 27982.333984
Iteration 127Q: 15 clusters Score -2.644178e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21963 members 
Mstep: Class 3 contains 10367 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 26119 members 
Mstep: Class 6 contains 2155 members 
Mstep: Class 8 contains 39348 members 
Mstep: Class 9 contains 37104 members 
Mstep: Class 12 contains 28466 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 19 contains 28088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441732.000000 Penalty: 27982.333984
Iteration 128Q: 15 clusters Score -2.644173e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21954 members 
Mstep: Class 3 contains 10367 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 26119 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 8 contains 39327 members 
Mstep: Class 9 contains 37100 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 19 contains 28088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441758.000000 Penalty: 27982.333984
Iteration 129Q: 15 clusters Score -2.644176e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21948 members 
Mstep: Class 3 contains 10366 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26118 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 8 contains 39311 members 
Mstep: Class 9 contains 37093 members 
Mstep: Class 12 contains 28528 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15517 members 
Mstep: Class 19 contains 28081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441808.000000 Penalty: 27982.333984
Iteration 130Q: 15 clusters Score -2.644181e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21942 members 
Mstep: Class 3 contains 10362 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 26117 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 8 contains 39285 members 
Mstep: Class 9 contains 37085 members 
Mstep: Class 12 contains 28560 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15520 members 
Mstep: Class 19 contains 28088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441854.000000 Penalty: 27982.333984
Iteration 131Q: 15 clusters Score -2.644185e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21934 members 
Mstep: Class 3 contains 10360 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26106 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 8 contains 39267 members 
Mstep: Class 9 contains 37094 members 
Mstep: Class 12 contains 28581 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15519 members 
Mstep: Class 19 contains 28093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441820.000000 Penalty: 27982.333984
Iteration 132Q: 15 clusters Score -2.644182e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21928 members 
Mstep: Class 3 contains 10359 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26103 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 8 contains 39251 members 
Mstep: Class 9 contains 37092 members 
Mstep: Class 12 contains 28606 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15518 members 
Mstep: Class 19 contains 28095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441836.000000 Penalty: 27982.333984
Iteration 133Q: 15 clusters Score -2.644184e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21928 members 
Mstep: Class 3 contains 10359 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26093 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 8 contains 39229 members 
Mstep: Class 9 contains 37095 members 
Mstep: Class 12 contains 28638 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15519 members 
Mstep: Class 19 contains 28090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441808.000000 Penalty: 27982.333984
Iteration 134Q: 15 clusters Score -2.644181e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21926 members 
Mstep: Class 3 contains 10361 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26094 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 8 contains 39203 members 
Mstep: Class 9 contains 37096 members 
Mstep: Class 12 contains 28661 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15517 members 
Mstep: Class 19 contains 28087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441812.000000 Penalty: 27982.333984
Iteration 135Q: 15 clusters Score -2.644181e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21922 members 
Mstep: Class 3 contains 10360 members 
Mstep: Class 4 contains 1377 members 
Mstep: Class 5 contains 26090 members 
Mstep: Class 6 contains 2178 members 
Mstep: Class 8 contains 39157 members 
Mstep: Class 9 contains 37099 members 
Mstep: Class 12 contains 28696 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15519 members 
Mstep: Class 19 contains 28094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441808.000000 Penalty: 27982.333984
Iteration 136Q: 15 clusters Score -2.644181e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21918 members 
Mstep: Class 3 contains 10361 members 
Mstep: Class 4 contains 1377 members 
Mstep: Class 5 contains 26088 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 8 contains 39125 members 
Mstep: Class 9 contains 37104 members 
Mstep: Class 12 contains 28717 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8358 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15522 members 
Mstep: Class 19 contains 28095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441786.000000 Penalty: 27982.333984
Iteration 137Q: 15 clusters Score -2.644179e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21917 members 
Mstep: Class 3 contains 10358 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26085 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 8 contains 39099 members 
Mstep: Class 9 contains 37100 members 
Mstep: Class 12 contains 28747 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8367 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15525 members 
Mstep: Class 19 contains 28092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441814.000000 Penalty: 27982.333984
Iteration 138Q: 15 clusters Score -2.644181e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21912 members 
Mstep: Class 3 contains 10357 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26085 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 8 contains 39081 members 
Mstep: Class 9 contains 37097 members 
Mstep: Class 12 contains 28765 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8371 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15527 members 
Mstep: Class 19 contains 28097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441790.000000 Penalty: 27982.333984
Iteration 139Q: 15 clusters Score -2.644179e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21909 members 
Mstep: Class 3 contains 10355 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26085 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 8 contains 39071 members 
Mstep: Class 9 contains 37099 members 
Mstep: Class 12 contains 28784 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8374 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15525 members 
Mstep: Class 19 contains 28090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441750.000000 Penalty: 27982.333984
Iteration 140F: 15 clusters Score -2.644175e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21908 members 
Mstep: Class 3 contains 10355 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26091 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 8 contains 39055 members 
Mstep: Class 9 contains 37098 members 
Mstep: Class 12 contains 28800 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8378 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15523 members 
Mstep: Class 19 contains 28084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441810.000000 Penalty: 27982.333984
Iteration 141Q: 15 clusters Score -2.644181e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21908 members 
Mstep: Class 3 contains 10352 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26086 members 
Mstep: Class 6 contains 2178 members 
Mstep: Class 8 contains 39048 members 
Mstep: Class 9 contains 37107 members 
Mstep: Class 12 contains 28815 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8379 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15523 members 
Mstep: Class 19 contains 28073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441772.000000 Penalty: 27982.333984
Iteration 142Q: 15 clusters Score -2.644177e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21907 members 
Mstep: Class 3 contains 10353 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26086 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 8 contains 39033 members 
Mstep: Class 9 contains 37112 members 
Mstep: Class 12 contains 28825 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8382 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15523 members 
Mstep: Class 19 contains 28069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441778.000000 Penalty: 27982.333984
Iteration 143Q: 15 clusters Score -2.644178e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21907 members 
Mstep: Class 3 contains 10355 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26082 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 8 contains 39026 members 
Mstep: Class 9 contains 37106 members 
Mstep: Class 12 contains 28834 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8382 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15525 members 
Mstep: Class 19 contains 28069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441818.000000 Penalty: 27982.333984
Iteration 144Q: 15 clusters Score -2.644182e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21903 members 
Mstep: Class 3 contains 10355 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26084 members 
Mstep: Class 6 contains 2184 members 
Mstep: Class 8 contains 39025 members 
Mstep: Class 9 contains 37102 members 
Mstep: Class 12 contains 28852 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8383 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15523 members 
Mstep: Class 19 contains 28058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441818.000000 Penalty: 27982.333984
Iteration 145Q: 15 clusters Score -2.644182e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21902 members 
Mstep: Class 3 contains 10356 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26084 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 8 contains 39012 members 
Mstep: Class 9 contains 37098 members 
Mstep: Class 12 contains 28874 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8385 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15521 members 
Mstep: Class 19 contains 28054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441818.000000 Penalty: 27982.333984
Iteration 146Q: 15 clusters Score -2.644182e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21900 members 
Mstep: Class 3 contains 10355 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26080 members 
Mstep: Class 6 contains 2184 members 
Mstep: Class 8 contains 39002 members 
Mstep: Class 9 contains 37087 members 
Mstep: Class 12 contains 28897 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8391 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15520 members 
Mstep: Class 19 contains 28053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441812.000000 Penalty: 27982.333984
Iteration 147Q: 15 clusters Score -2.644181e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21899 members 
Mstep: Class 3 contains 10357 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26070 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 8 contains 38997 members 
Mstep: Class 9 contains 37074 members 
Mstep: Class 12 contains 28919 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8396 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15520 members 
Mstep: Class 19 contains 28052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441806.000000 Penalty: 27982.333984
Iteration 148Q: 15 clusters Score -2.644181e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21895 members 
Mstep: Class 3 contains 10358 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26064 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 8 contains 38985 members 
Mstep: Class 9 contains 37058 members 
Mstep: Class 12 contains 28938 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15519 members 
Mstep: Class 19 contains 28062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441830.000000 Penalty: 27982.333984
Iteration 149Q: 15 clusters Score -2.644183e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21890 members 
Mstep: Class 3 contains 10358 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 26064 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 8 contains 38977 members 
Mstep: Class 9 contains 37044 members 
Mstep: Class 12 contains 28959 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15519 members 
Mstep: Class 19 contains 28064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441812.000000 Penalty: 27982.333984
Iteration 150Q: 15 clusters Score -2.644181e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21889 members 
Mstep: Class 3 contains 10357 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 26052 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 8 contains 38961 members 
Mstep: Class 9 contains 37039 members 
Mstep: Class 12 contains 28980 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15518 members 
Mstep: Class 19 contains 28071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441806.000000 Penalty: 27982.333984
Iteration 151Q: 15 clusters Score -2.644181e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21887 members 
Mstep: Class 3 contains 10356 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 26048 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 8 contains 38960 members 
Mstep: Class 9 contains 37030 members 
Mstep: Class 12 contains 28988 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8417 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15517 members 
Mstep: Class 19 contains 28076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441866.000000 Penalty: 27982.333984
Iteration 152Q: 15 clusters Score -2.644187e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21884 members 
Mstep: Class 3 contains 10356 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 26047 members 
Mstep: Class 6 contains 2192 members 
Mstep: Class 8 contains 38955 members 
Mstep: Class 9 contains 37024 members 
Mstep: Class 12 contains 29005 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15517 members 
Mstep: Class 19 contains 28071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441872.000000 Penalty: 27982.333984
Iteration 153Q: 15 clusters Score -2.644187e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21879 members 
Mstep: Class 3 contains 10357 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 26051 members 
Mstep: Class 6 contains 2192 members 
Mstep: Class 8 contains 38951 members 
Mstep: Class 9 contains 37016 members 
Mstep: Class 12 contains 29027 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15516 members 
Mstep: Class 19 contains 28057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441854.000000 Penalty: 27982.333984
Iteration 154Q: 15 clusters Score -2.644185e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21876 members 
Mstep: Class 3 contains 10357 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 26050 members 
Mstep: Class 6 contains 2192 members 
Mstep: Class 8 contains 38947 members 
Mstep: Class 9 contains 37012 members 
Mstep: Class 12 contains 29043 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15516 members 
Mstep: Class 19 contains 28050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441892.000000 Penalty: 27982.333984
Iteration 155Q: 15 clusters Score -2.644189e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21875 members 
Mstep: Class 3 contains 10359 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 26045 members 
Mstep: Class 6 contains 2194 members 
Mstep: Class 8 contains 38945 members 
Mstep: Class 9 contains 37005 members 
Mstep: Class 12 contains 29061 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15518 members 
Mstep: Class 19 contains 28040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441878.000000 Penalty: 27982.333984
Iteration 156Q: 15 clusters Score -2.644188e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21875 members 
Mstep: Class 3 contains 10360 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 26038 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 8 contains 38941 members 
Mstep: Class 9 contains 36996 members 
Mstep: Class 12 contains 29078 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8431 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15517 members 
Mstep: Class 19 contains 28039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441882.000000 Penalty: 27982.333984
Iteration 157Q: 15 clusters Score -2.644188e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21873 members 
Mstep: Class 3 contains 10359 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26034 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 8 contains 38938 members 
Mstep: Class 9 contains 36991 members 
Mstep: Class 12 contains 29092 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8433 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15514 members 
Mstep: Class 19 contains 28039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441908.000000 Penalty: 27982.333984
Iteration 158Q: 15 clusters Score -2.644191e+07 nChanged 83
Entering ConstructFrom: 
Score: -26441908.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (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: -34341.457031 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -34341.46 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: -33421.441406 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -33421.44 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33533.843750 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -33533.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33590.535156 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -33590.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33620.156250 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -33620.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33630.765625 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -33630.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33640.839844 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -33640.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33647.664062 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -33647.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33649.058594 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -33649.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33649.058594 Penalty: 1890.561035
	Iteration 8F: 3 clusters Score -33649.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Entering Unmasked Estep 
Score: -2698238.250000 Penalty: 1623.848999
	Iteration 0F: 2 clusters Score -2698238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2683345.000000 Penalty: 3247.697998
	Iteration 0F: 3 clusters Score -2683345 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2688842.000000 Penalty: 3247.697998
	Iteration 1F: 3 clusters Score -2688842 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2689199.750000 Penalty: 3247.697998
	Iteration 2Q: 3 clusters Score -2689200 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2689512.000000 Penalty: 3247.697998
	Iteration 3Q: 3 clusters Score -2689512 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2689879.750000 Penalty: 3247.697998
	Iteration 4Q: 3 clusters Score -2689880 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2690352.000000 Penalty: 3247.697998
	Iteration 5Q: 3 clusters Score -2690352 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2691013.000000 Penalty: 3247.697998
	Iteration 6F: 3 clusters Score -2691013 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2691822.000000 Penalty: 3247.697998
	Iteration 7F: 3 clusters Score -2691822 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2692821.000000 Penalty: 3247.697998
	Iteration 8F: 3 clusters Score -2692821 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2693824.750000 Penalty: 3247.697998
	Iteration 9F: 3 clusters Score -2693825 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2694697.250000 Penalty: 3247.697998
	Iteration 10Q: 3 clusters Score -2694697 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2695356.750000 Penalty: 3247.697998
	Iteration 11Q: 3 clusters Score -2695357 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2695736.000000 Penalty: 3247.697998
	Iteration 12Q: 3 clusters Score -2695736 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2695994.500000 Penalty: 3247.697998
	Iteration 13Q: 3 clusters Score -2695994 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2696169.250000 Penalty: 3247.697998
	Iteration 14Q: 3 clusters Score -2696169 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2696325.250000 Penalty: 3247.697998
	Iteration 15Q: 3 clusters Score -2696325 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2696420.750000 Penalty: 3247.697998
	Iteration 16Q: 3 clusters Score -2696421 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2696493.250000 Penalty: 3247.697998
	Iteration 17Q: 3 clusters Score -2696493 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2696554.250000 Penalty: 3247.697998
	Iteration 18Q: 3 clusters Score -2696554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2696601.000000 Penalty: 3247.697998
	Iteration 19Q: 3 clusters Score -2696601 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2696640.750000 Penalty: 3247.697998
	Iteration 20F: 3 clusters Score -2696641 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2696673.500000 Penalty: 3247.697998
	Iteration 21Q: 3 clusters Score -2696674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2696690.000000 Penalty: 3247.697998
	Iteration 22Q: 3 clusters Score -2696690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2696705.000000 Penalty: 3247.697998
	Iteration 23Q: 3 clusters Score -2696705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2696718.750000 Penalty: 3247.697998
	Iteration 24Q: 3 clusters Score -2696719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2696737.500000 Penalty: 3247.697998
	Iteration 25Q: 3 clusters Score -2696738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2696752.000000 Penalty: 3247.697998
	Iteration 26Q: 3 clusters Score -2696752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2696762.500000 Penalty: 3247.697998
	Iteration 27Q: 3 clusters Score -2696762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2696777.250000 Penalty: 3247.697998
	Iteration 28Q: 3 clusters Score -2696777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2696792.500000 Penalty: 3247.697998
	Iteration 29Q: 3 clusters Score -2696792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2696800.500000 Penalty: 3247.697998
	Iteration 30Q: 3 clusters Score -2696800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2696799.500000 Penalty: 3247.697998
	Iteration 31Q: 3 clusters Score -2696800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2696808.500000 Penalty: 3247.697998
	Iteration 32Q: 3 clusters Score -2696808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2696818.000000 Penalty: 3247.697998
	Iteration 33Q: 3 clusters Score -2696818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2696825.500000 Penalty: 3247.697998
	Iteration 34Q: 3 clusters Score -2696826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2696827.750000 Penalty: 3247.697998
	Iteration 35Q: 3 clusters Score -2696828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2696825.750000 Penalty: 3247.697998
	Iteration 36Q: 3 clusters Score -2696826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2696827.500000 Penalty: 3247.697998
	Iteration 37Q: 3 clusters Score -2696828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2696828.500000 Penalty: 3247.697998
	Iteration 38Q: 3 clusters Score -2696828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2696831.500000 Penalty: 3247.697998
	Iteration 39Q: 3 clusters Score -2696832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2696832.750000 Penalty: 3247.697998
	Iteration 40F: 3 clusters Score -2696833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2696835.000000 Penalty: 3247.697998
	Iteration 41Q: 3 clusters Score -2696835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2696841.000000 Penalty: 3247.697998
	Iteration 42Q: 3 clusters Score -2696841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2696840.750000 Penalty: 3247.697998
	Iteration 43Q: 3 clusters Score -2696841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2696840.750000 Penalty: 3247.697998
	Iteration 44F: 3 clusters Score -2696841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Entering Unmasked Estep 
Score: -1264894.125000 Penalty: 1502.427490
	Iteration 0F: 2 clusters Score -1264894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1257544.000000 Penalty: 3004.854980
	Iteration 0F: 3 clusters Score -1257544 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1259966.750000 Penalty: 3004.854980
	Iteration 1F: 3 clusters Score -1259967 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1260197.125000 Penalty: 3004.854980
	Iteration 2F: 3 clusters Score -1260197 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1260403.875000 Penalty: 3004.854980
	Iteration 3Q: 3 clusters Score -1260404 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1260619.000000 Penalty: 3004.854980
	Iteration 4Q: 3 clusters Score -1260619 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1260829.250000 Penalty: 3004.854980
	Iteration 5Q: 3 clusters Score -1260829 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1261056.625000 Penalty: 3004.854980
	Iteration 6Q: 3 clusters Score -1261057 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1261329.250000 Penalty: 3004.854980
	Iteration 7Q: 3 clusters Score -1261329 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1261683.625000 Penalty: 3004.854980
	Iteration 8Q: 3 clusters Score -1261684 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1262072.750000 Penalty: 3004.854980
	Iteration 9Q: 3 clusters Score -1262073 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1262468.000000 Penalty: 3004.854980
	Iteration 10Q: 3 clusters Score -1262468 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1262823.250000 Penalty: 3004.854980
	Iteration 11Q: 3 clusters Score -1262823 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1263050.000000 Penalty: 3004.854980
	Iteration 12Q: 3 clusters Score -1263050 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1263195.000000 Penalty: 3004.854980
	Iteration 13Q: 3 clusters Score -1263195 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1263294.250000 Penalty: 3004.854980
	Iteration 14Q: 3 clusters Score -1263294 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1263351.125000 Penalty: 3004.854980
	Iteration 15Q: 3 clusters Score -1263351 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1263376.625000 Penalty: 3004.854980
	Iteration 16Q: 3 clusters Score -1263377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1263400.375000 Penalty: 3004.854980
	Iteration 17Q: 3 clusters Score -1263400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1263416.750000 Penalty: 3004.854980
	Iteration 18Q: 3 clusters Score -1263417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1263427.750000 Penalty: 3004.854980
	Iteration 19Q: 3 clusters Score -1263428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1263448.000000 Penalty: 3004.854980
	Iteration 20F: 3 clusters Score -1263448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1263461.375000 Penalty: 3004.854980
	Iteration 21Q: 3 clusters Score -1263461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1263473.750000 Penalty: 3004.854980
	Iteration 22Q: 3 clusters Score -1263474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1263476.375000 Penalty: 3004.854980
	Iteration 23Q: 3 clusters Score -1263476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1263486.000000 Penalty: 3004.854980
	Iteration 24Q: 3 clusters Score -1263486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1263488.500000 Penalty: 3004.854980
	Iteration 25Q: 3 clusters Score -1263488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1263495.125000 Penalty: 3004.854980
	Iteration 26Q: 3 clusters Score -1263495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1263494.500000 Penalty: 3004.854980
	Iteration 27Q: 3 clusters Score -1263494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1263493.250000 Penalty: 3004.854980
	Iteration 28Q: 3 clusters Score -1263493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1263496.625000 Penalty: 3004.854980
	Iteration 29Q: 3 clusters Score -1263497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1263498.000000 Penalty: 3004.854980
	Iteration 30Q: 3 clusters Score -1263498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1263504.125000 Penalty: 3004.854980
	Iteration 31Q: 3 clusters Score -1263504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1263503.625000 Penalty: 3004.854980
	Iteration 32Q: 3 clusters Score -1263504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1263509.125000 Penalty: 3004.854980
	Iteration 33Q: 3 clusters Score -1263509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1263511.500000 Penalty: 3004.854980
	Iteration 34Q: 3 clusters Score -1263512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1263512.250000 Penalty: 3004.854980
	Iteration 35Q: 3 clusters Score -1263512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1263512.250000 Penalty: 3004.854980
	Iteration 36Q: 3 clusters Score -1263512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1263513.000000 Penalty: 3004.854980
	Iteration 37Q: 3 clusters Score -1263513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1263511.000000 Penalty: 3004.854980
	Iteration 38Q: 3 clusters Score -1263511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1263512.000000 Penalty: 3004.854980
	Iteration 39Q: 3 clusters Score -1263512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1263511.625000 Penalty: 3004.854980
	Iteration 40F: 3 clusters Score -1263512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1263514.500000 Penalty: 3004.854980
	Iteration 41Q: 3 clusters Score -1263514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1263519.500000 Penalty: 3004.854980
	Iteration 42Q: 3 clusters Score -1263520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1263518.000000 Penalty: 3004.854980
	Iteration 43Q: 3 clusters Score -1263518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1263523.250000 Penalty: 3004.854980
	Iteration 44Q: 3 clusters Score -1263523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1263526.000000 Penalty: 3004.854980
	Iteration 45Q: 3 clusters Score -1263526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1263530.375000 Penalty: 3004.854980
	Iteration 46Q: 3 clusters Score -1263530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1263530.500000 Penalty: 3004.854980
	Iteration 47Q: 3 clusters Score -1263530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1263528.500000 Penalty: 3004.854980
	Iteration 48Q: 3 clusters Score -1263528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1263531.875000 Penalty: 3004.854980
	Iteration 49Q: 3 clusters Score -1263532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1263532.500000 Penalty: 3004.854980
	Iteration 50Q: 3 clusters Score -1263532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1263531.625000 Penalty: 3004.854980
	Iteration 51Q: 3 clusters Score -1263532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1263533.500000 Penalty: 3004.854980
	Iteration 52Q: 3 clusters Score -1263534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1263532.500000 Penalty: 3004.854980
	Iteration 53Q: 3 clusters Score -1263532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1263533.875000 Penalty: 3004.854980
	Iteration 54Q: 3 clusters Score -1263534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1263534.500000 Penalty: 3004.854980
	Iteration 55Q: 3 clusters Score -1263534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1263534.500000 Penalty: 3004.854980
	Iteration 56F: 3 clusters Score -1263534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -159151.859375 Penalty: 1174.495117
	Iteration 0F: 2 clusters Score -159151.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -157514.359375 Penalty: 2348.990234
	Iteration 0F: 3 clusters Score -157514.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157827.281250 Penalty: 2348.990234
	Iteration 1F: 3 clusters Score -157827.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -157905.906250 Penalty: 2348.990234
	Iteration 2F: 3 clusters Score -157905.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -157958.281250 Penalty: 2348.990234
	Iteration 3Q: 3 clusters Score -157958.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -157988.171875 Penalty: 2348.990234
	Iteration 4Q: 3 clusters Score -157988.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -158023.203125 Penalty: 2348.990234
	Iteration 5Q: 3 clusters Score -158023.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -158044.328125 Penalty: 2348.990234
	Iteration 6Q: 3 clusters Score -158044.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -158059.078125 Penalty: 2348.990234
	Iteration 7Q: 3 clusters Score -158059.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -158069.343750 Penalty: 2348.990234
	Iteration 8Q: 3 clusters Score -158069.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -158089.828125 Penalty: 2348.990234
	Iteration 9Q: 3 clusters Score -158089.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -158105.984375 Penalty: 2348.990234
	Iteration 10Q: 3 clusters Score -158106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -158123.328125 Penalty: 2348.990234
	Iteration 11Q: 3 clusters Score -158123.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -158135.156250 Penalty: 2348.990234
	Iteration 12Q: 3 clusters Score -158135.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -158145.484375 Penalty: 2348.990234
	Iteration 13Q: 3 clusters Score -158145.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -158152.296875 Penalty: 2348.990234
	Iteration 14Q: 3 clusters Score -158152.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -158162.421875 Penalty: 2348.990234
	Iteration 15Q: 3 clusters Score -158162.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -158168.390625 Penalty: 2348.990234
	Iteration 16Q: 3 clusters Score -158168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -158176.328125 Penalty: 2348.990234
	Iteration 17Q: 3 clusters Score -158176.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -158180.062500 Penalty: 2348.990234
	Iteration 18Q: 3 clusters Score -158180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -158184.062500 Penalty: 2348.990234
	Iteration 19Q: 3 clusters Score -158184.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -158188.468750 Penalty: 2348.990234
	Iteration 20F: 3 clusters Score -158188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -158188.796875 Penalty: 2348.990234
	Iteration 21Q: 3 clusters Score -158188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -158189.453125 Penalty: 2348.990234
	Iteration 22Q: 3 clusters Score -158189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -158191.640625 Penalty: 2348.990234
	Iteration 23Q: 3 clusters Score -158191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -158192.421875 Penalty: 2348.990234
	Iteration 24Q: 3 clusters Score -158192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -158193.609375 Penalty: 2348.990234
	Iteration 25Q: 3 clusters Score -158193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -158194.828125 Penalty: 2348.990234
	Iteration 26Q: 3 clusters Score -158194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -158195.265625 Penalty: 2348.990234
	Iteration 27Q: 3 clusters Score -158195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -158195.265625 Penalty: 2348.990234
	Iteration 28F: 3 clusters Score -158195.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Entering Unmasked Estep 
Score: -3247271.000000 Penalty: 1652.156982
	Iteration 0F: 2 clusters Score -3247271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3230474.250000 Penalty: 3304.313965
	Iteration 0F: 3 clusters Score -3230474 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3237148.000000 Penalty: 3304.313965
	Iteration 1F: 3 clusters Score -3237148 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3237561.000000 Penalty: 3304.313965
	Iteration 2Q: 3 clusters Score -3237561 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3237893.000000 Penalty: 3304.313965
	Iteration 3Q: 3 clusters Score -3237893 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3238238.500000 Penalty: 3304.313965
	Iteration 4Q: 3 clusters Score -3238238 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3238599.000000 Penalty: 3304.313965
	Iteration 5Q: 3 clusters Score -3238599 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3238975.250000 Penalty: 3304.313965
	Iteration 6Q: 3 clusters Score -3238975 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3239426.000000 Penalty: 3304.313965
	Iteration 7Q: 3 clusters Score -3239426 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3240004.500000 Penalty: 3304.313965
	Iteration 8Q: 3 clusters Score -3240004 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3240771.250000 Penalty: 3304.313965
	Iteration 9Q: 3 clusters Score -3240771 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3241534.250000 Penalty: 3304.313965
	Iteration 10F: 3 clusters Score -3241534 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3242240.000000 Penalty: 3304.313965
	Iteration 11Q: 3 clusters Score -3242240 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3242757.500000 Penalty: 3304.313965
	Iteration 12Q: 3 clusters Score -3242758 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3243065.000000 Penalty: 3304.313965
	Iteration 13Q: 3 clusters Score -3243065 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3243306.750000 Penalty: 3304.313965
	Iteration 14Q: 3 clusters Score -3243307 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3243458.250000 Penalty: 3304.313965
	Iteration 15Q: 3 clusters Score -3243458 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3243577.750000 Penalty: 3304.313965
	Iteration 16Q: 3 clusters Score -3243578 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -3243725.000000 Penalty: 3304.313965
	Iteration 17Q: 3 clusters Score -3243725 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3243902.500000 Penalty: 3304.313965
	Iteration 18Q: 3 clusters Score -3243902 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3244134.500000 Penalty: 3304.313965
	Iteration 19Q: 3 clusters Score -3244134 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3244378.750000 Penalty: 3304.313965
	Iteration 20F: 3 clusters Score -3244379 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -3244584.500000 Penalty: 3304.313965
	Iteration 21Q: 3 clusters Score -3244584 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -3244781.000000 Penalty: 3304.313965
	Iteration 22Q: 3 clusters Score -3244781 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3244925.250000 Penalty: 3304.313965
	Iteration 23Q: 3 clusters Score -3244925 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3245081.500000 Penalty: 3304.313965
	Iteration 24Q: 3 clusters Score -3245082 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3245186.000000 Penalty: 3304.313965
	Iteration 25Q: 3 clusters Score -3245186 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3245275.000000 Penalty: 3304.313965
	Iteration 26Q: 3 clusters Score -3245275 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3245401.000000 Penalty: 3304.313965
	Iteration 27Q: 3 clusters Score -3245401 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3245481.500000 Penalty: 3304.313965
	Iteration 28Q: 3 clusters Score -3245482 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3245561.750000 Penalty: 3304.313965
	Iteration 29Q: 3 clusters Score -3245562 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3245625.500000 Penalty: 3304.313965
	Iteration 30Q: 3 clusters Score -3245626 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3245683.000000 Penalty: 3304.313965
	Iteration 31Q: 3 clusters Score -3245683 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3245701.250000 Penalty: 3304.313965
	Iteration 32Q: 3 clusters Score -3245701 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3245729.000000 Penalty: 3304.313965
	Iteration 33Q: 3 clusters Score -3245729 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3245777.750000 Penalty: 3304.313965
	Iteration 34Q: 3 clusters Score -3245778 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3245800.500000 Penalty: 3304.313965
	Iteration 35Q: 3 clusters Score -3245800 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3245821.750000 Penalty: 3304.313965
	Iteration 36Q: 3 clusters Score -3245822 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3245862.750000 Penalty: 3304.313965
	Iteration 37Q: 3 clusters Score -3245863 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3245880.000000 Penalty: 3304.313965
	Iteration 38Q: 3 clusters Score -3245880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3245917.000000 Penalty: 3304.313965
	Iteration 39Q: 3 clusters Score -3245917 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3245932.250000 Penalty: 3304.313965
	Iteration 40F: 3 clusters Score -3245932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3245943.250000 Penalty: 3304.313965
	Iteration 41Q: 3 clusters Score -3245943 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3245952.750000 Penalty: 3304.313965
	Iteration 42Q: 3 clusters Score -3245953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3245963.000000 Penalty: 3304.313965
	Iteration 43Q: 3 clusters Score -3245963 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3245975.750000 Penalty: 3304.313965
	Iteration 44Q: 3 clusters Score -3245976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3245996.250000 Penalty: 3304.313965
	Iteration 45Q: 3 clusters Score -3245996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3246000.750000 Penalty: 3304.313965
	Iteration 46Q: 3 clusters Score -3246001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3246000.750000 Penalty: 3304.313965
	Iteration 47Q: 3 clusters Score -3246001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3246011.500000 Penalty: 3304.313965
	Iteration 48Q: 3 clusters Score -3246012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3246015.500000 Penalty: 3304.313965
	Iteration 49Q: 3 clusters Score -3246016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3246014.000000 Penalty: 3304.313965
	Iteration 50Q: 3 clusters Score -3246014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3246016.750000 Penalty: 3304.313965
	Iteration 51Q: 3 clusters Score -3246017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3246017.500000 Penalty: 3304.313965
	Iteration 52Q: 3 clusters Score -3246018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3246023.250000 Penalty: 3304.313965
	Iteration 53Q: 3 clusters Score -3246023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3246026.500000 Penalty: 3304.313965
	Iteration 54Q: 3 clusters Score -3246026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3246029.000000 Penalty: 3304.313965
	Iteration 55Q: 3 clusters Score -3246029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3246028.000000 Penalty: 3304.313965
	Iteration 56Q: 3 clusters Score -3246028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3246029.000000 Penalty: 3304.313965
	Iteration 57Q: 3 clusters Score -3246029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -3246029.500000 Penalty: 3304.313965
	Iteration 58Q: 3 clusters Score -3246030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3246029.250000 Penalty: 3304.313965
	Iteration 59Q: 3 clusters Score -3246029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3246030.500000 Penalty: 3304.313965
	Iteration 60F: 3 clusters Score -3246030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3246029.000000 Penalty: 3304.313965
	Iteration 61Q: 3 clusters Score -3246029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3246026.000000 Penalty: 3304.313965
	Iteration 62Q: 3 clusters Score -3246026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3246027.500000 Penalty: 3304.313965
	Iteration 63Q: 3 clusters Score -3246028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3246028.250000 Penalty: 3304.313965
	Iteration 64Q: 3 clusters Score -3246028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3246033.500000 Penalty: 3304.313965
	Iteration 65Q: 3 clusters Score -3246034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3246032.250000 Penalty: 3304.313965
	Iteration 66Q: 3 clusters Score -3246032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3246038.250000 Penalty: 3304.313965
	Iteration 67Q: 3 clusters Score -3246038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3246040.750000 Penalty: 3304.313965
	Iteration 68Q: 3 clusters Score -3246041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3246039.750000 Penalty: 3304.313965
	Iteration 69Q: 3 clusters Score -3246040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -3246037.750000 Penalty: 3304.313965
	Iteration 70Q: 3 clusters Score -3246038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3246033.750000 Penalty: 3304.313965
	Iteration 71Q: 3 clusters Score -3246034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3246037.750000 Penalty: 3304.313965
	Iteration 72Q: 3 clusters Score -3246038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3246037.750000 Penalty: 3304.313965
	Iteration 73F: 3 clusters Score -3246038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -265090.843750 Penalty: 1250.412842
	Iteration 0F: 2 clusters Score -265090.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -262845.250000 Penalty: 2500.825684
	Iteration 0F: 3 clusters Score -262845.2 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -263382.906250 Penalty: 2500.825684
	Iteration 1F: 3 clusters Score -263382.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263499.937500 Penalty: 2500.825684
	Iteration 2F: 3 clusters Score -263499.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -263554.968750 Penalty: 2500.825684
	Iteration 3Q: 3 clusters Score -263555 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -263587.687500 Penalty: 2500.825684
	Iteration 4Q: 3 clusters Score -263587.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -263611.781250 Penalty: 2500.825684
	Iteration 5Q: 3 clusters Score -263611.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -263627.937500 Penalty: 2500.825684
	Iteration 6Q: 3 clusters Score -263627.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -263638.031250 Penalty: 2500.825684
	Iteration 7Q: 3 clusters Score -263638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -263647.093750 Penalty: 2500.825684
	Iteration 8Q: 3 clusters Score -263647.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -263657.062500 Penalty: 2500.825684
	Iteration 9Q: 3 clusters Score -263657.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -263664.531250 Penalty: 2500.825684
	Iteration 10Q: 3 clusters Score -263664.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -263671.687500 Penalty: 2500.825684
	Iteration 11Q: 3 clusters Score -263671.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -263677.718750 Penalty: 2500.825684
	Iteration 12Q: 3 clusters Score -263677.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -263679.937500 Penalty: 2500.825684
	Iteration 13Q: 3 clusters Score -263679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -263682.187500 Penalty: 2500.825684
	Iteration 14Q: 3 clusters Score -263682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -263682.187500 Penalty: 2500.825684
	Iteration 15F: 3 clusters Score -263682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Entering Unmasked Estep 
Score: -4719431.500000 Penalty: 1717.546997
	Iteration 0F: 2 clusters Score -4719432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -4695443.000000 Penalty: 3435.093994
	Iteration 0F: 3 clusters Score -4695443 nChanged 18157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4705488.500000 Penalty: 3435.093994
	Iteration 1F: 3 clusters Score -4705488 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4705959.500000 Penalty: 3435.093994
	Iteration 2Q: 3 clusters Score -4705960 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -4706447.000000 Penalty: 3435.093994
	Iteration 3Q: 3 clusters Score -4706447 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -4706979.000000 Penalty: 3435.093994
	Iteration 4Q: 3 clusters Score -4706979 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -4707608.500000 Penalty: 3435.093994
	Iteration 5Q: 3 clusters Score -4707608 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -4708365.500000 Penalty: 3435.093994
	Iteration 6Q: 3 clusters Score -4708366 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -4709343.000000 Penalty: 3435.093994
	Iteration 7Q: 3 clusters Score -4709343 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -4710481.500000 Penalty: 3435.093994
	Iteration 8F: 3 clusters Score -4710482 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -4711615.000000 Penalty: 3435.093994
	Iteration 9F: 3 clusters Score -4711615 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -4712560.500000 Penalty: 3435.093994
	Iteration 10F: 3 clusters Score -4712560 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -4713086.500000 Penalty: 3435.093994
	Iteration 11Q: 3 clusters Score -4713086 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -4713323.500000 Penalty: 3435.093994
	Iteration 12Q: 3 clusters Score -4713324 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -4713409.000000 Penalty: 3435.093994
	Iteration 13Q: 3 clusters Score -4713409 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -4713442.000000 Penalty: 3435.093994
	Iteration 14Q: 3 clusters Score -4713442 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -4713456.000000 Penalty: 3435.093994
	Iteration 15Q: 3 clusters Score -4713456 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4713481.000000 Penalty: 3435.093994
	Iteration 16Q: 3 clusters Score -4713481 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4713539.500000 Penalty: 3435.093994
	Iteration 17Q: 3 clusters Score -4713540 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -4713584.000000 Penalty: 3435.093994
	Iteration 18Q: 3 clusters Score -4713584 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -4713607.000000 Penalty: 3435.093994
	Iteration 19Q: 3 clusters Score -4713607 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -4713665.000000 Penalty: 3435.093994
	Iteration 20F: 3 clusters Score -4713665 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -4713703.000000 Penalty: 3435.093994
	Iteration 21Q: 3 clusters Score -4713703 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -4713765.500000 Penalty: 3435.093994
	Iteration 22Q: 3 clusters Score -4713766 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -4713778.000000 Penalty: 3435.093994
	Iteration 23Q: 3 clusters Score -4713778 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -4713831.000000 Penalty: 3435.093994
	Iteration 24Q: 3 clusters Score -4713831 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4713876.000000 Penalty: 3435.093994
	Iteration 25Q: 3 clusters Score -4713876 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -4713903.500000 Penalty: 3435.093994
	Iteration 26Q: 3 clusters Score -4713904 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4713926.500000 Penalty: 3435.093994
	Iteration 27Q: 3 clusters Score -4713926 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -4713966.000000 Penalty: 3435.093994
	Iteration 28Q: 3 clusters Score -4713966 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -4713991.000000 Penalty: 3435.093994
	Iteration 29Q: 3 clusters Score -4713991 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -4714026.000000 Penalty: 3435.093994
	Iteration 30Q: 3 clusters Score -4714026 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -4714043.500000 Penalty: 3435.093994
	Iteration 31Q: 3 clusters Score -4714044 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -4714058.000000 Penalty: 3435.093994
	Iteration 32Q: 3 clusters Score -4714058 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -4714066.500000 Penalty: 3435.093994
	Iteration 33Q: 3 clusters Score -4714066 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -4714105.500000 Penalty: 3435.093994
	Iteration 34Q: 3 clusters Score -4714106 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -4714098.000000 Penalty: 3435.093994
	Iteration 35Q: 3 clusters Score -4714098 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -4714108.000000 Penalty: 3435.093994
	Iteration 36Q: 3 clusters Score -4714108 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4714116.500000 Penalty: 3435.093994
	Iteration 37Q: 3 clusters Score -4714116 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -4714164.500000 Penalty: 3435.093994
	Iteration 38Q: 3 clusters Score -4714164 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4714176.500000 Penalty: 3435.093994
	Iteration 39Q: 3 clusters Score -4714176 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -4714187.500000 Penalty: 3435.093994
	Iteration 40F: 3 clusters Score -4714188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -4714216.500000 Penalty: 3435.093994
	Iteration 41Q: 3 clusters Score -4714216 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4714239.000000 Penalty: 3435.093994
	Iteration 42Q: 3 clusters Score -4714239 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -4714257.000000 Penalty: 3435.093994
	Iteration 43Q: 3 clusters Score -4714257 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -4714258.000000 Penalty: 3435.093994
	Iteration 44Q: 3 clusters Score -4714258 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -4714267.500000 Penalty: 3435.093994
	Iteration 45Q: 3 clusters Score -4714268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -4714277.000000 Penalty: 3435.093994
	Iteration 46Q: 3 clusters Score -4714277 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -4714285.000000 Penalty: 3435.093994
	Iteration 47Q: 3 clusters Score -4714285 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4714292.500000 Penalty: 3435.093994
	Iteration 48Q: 3 clusters Score -4714292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4714303.000000 Penalty: 3435.093994
	Iteration 49Q: 3 clusters Score -4714303 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -4714319.000000 Penalty: 3435.093994
	Iteration 50Q: 3 clusters Score -4714319 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4714327.000000 Penalty: 3435.093994
	Iteration 51Q: 3 clusters Score -4714327 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4714335.000000 Penalty: 3435.093994
	Iteration 52Q: 3 clusters Score -4714335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4714331.000000 Penalty: 3435.093994
	Iteration 53Q: 3 clusters Score -4714331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -4714337.000000 Penalty: 3435.093994
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4714336 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4714337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4714348 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4714350 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4714342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4714368 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4714364 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4714362 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4714367 nChanged 72
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Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4714376 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4714390 nChanged 97
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Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4714408 nChanged 84
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Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4714418 nChanged 87
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Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4714436 nChanged 93
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Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4714458 nChanged 99
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Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4714464 nChanged 103
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Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4714476 nChanged 110
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Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4714480 nChanged 114
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Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4714490 nChanged 130
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Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4714496 nChanged 119
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Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4714512 nChanged 115
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Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4714535 nChanged 113
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4714548 nChanged 102
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4714554 nChanged 91
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Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 20766 members 
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	Iteration 80F: 3 clusters Score -4714556 nChanged 91
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Mstep: Class 1 contains 18149 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4714562 nChanged 79
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Mstep: Class 1 contains 18138 members 
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	Iteration 83Q: 3 clusters Score -4714565 nChanged 78
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Mstep: Class 1 contains 18167 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4714592 nChanged 73
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Mstep: Class 1 contains 18174 members 
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	Iteration 85Q: 3 clusters Score -4714604 nChanged 66
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Mstep: Class 1 contains 18186 members 
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Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4714614 nChanged 55
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Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4714618 nChanged 55
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Mstep: Class 1 contains 18190 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4714608 nChanged 69
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Mstep: Class 1 contains 18204 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4714608 nChanged 71
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Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 20719 members 
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	Iteration 92Q: 3 clusters Score -4714604 nChanged 45
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Mstep: Class 1 contains 18212 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4714619 nChanged 51
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Mstep: Class 1 contains 18217 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4714614 nChanged 46
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4714628 nChanged 47
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Mstep: Class 1 contains 18226 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4714646 nChanged 51
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4714650 nChanged 46
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	Iteration 98Q: 3 clusters Score -4714650 nChanged 49
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Mstep: Class 1 contains 18202 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4714642 nChanged 43
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Mstep: Class 1 contains 18205 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4714648 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18208 members 
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	Iteration 101Q: 3 clusters Score -4714646 nChanged 45
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Mstep: Class 1 contains 18207 members 
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	Iteration 102Q: 3 clusters Score -4714649 nChanged 28
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	Iteration 103Q: 3 clusters Score -4714656 nChanged 32
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	Iteration 104Q: 3 clusters Score -4714655 nChanged 24
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	Iteration 105Q: 3 clusters Score -4714660 nChanged 34
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	Iteration 106Q: 3 clusters Score -4714658 nChanged 35
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4714668 nChanged 28
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4714670 nChanged 29
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Mstep: Class 1 contains 18195 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4714676 nChanged 34
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	Iteration 110Q: 3 clusters Score -4714679 nChanged 33
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	Iteration 111Q: 3 clusters Score -4714684 nChanged 34
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	Iteration 112Q: 3 clusters Score -4714678 nChanged 39
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4714692 nChanged 49
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4714677 nChanged 38
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4714681 nChanged 38
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	Iteration 116Q: 3 clusters Score -4714690 nChanged 22
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4714688 nChanged 22
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Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4714690 nChanged 13
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4714684 nChanged 10
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	Iteration 120F: 3 clusters Score -4714684 nChanged 8
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4714681 nChanged 10
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	Iteration 122Q: 3 clusters Score -4714689 nChanged 8
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Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4714689 nChanged 6
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	Iteration 124Q: 3 clusters Score -4714690 nChanged 1
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4714688 nChanged 3
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	Iteration 126Q: 3 clusters Score -4714687 nChanged 1
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4714685 nChanged 3
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Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4714683 nChanged 6
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	Iteration 129Q: 3 clusters Score -4714691 nChanged 10
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	Iteration 130Q: 3 clusters Score -4714688 nChanged 8
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	Iteration 131Q: 3 clusters Score -4714689 nChanged 10
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	Iteration 132Q: 3 clusters Score -4714693 nChanged 9
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	Iteration 133Q: 3 clusters Score -4714682 nChanged 14
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	Iteration 134Q: 3 clusters Score -4714680 nChanged 15
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4714690 nChanged 12
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	Iteration 136Q: 3 clusters Score -4714697 nChanged 16
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	Iteration 137Q: 3 clusters Score -4714686 nChanged 17
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	Iteration 138Q: 3 clusters Score -4714691 nChanged 13
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	Iteration 139Q: 3 clusters Score -4714694 nChanged 17
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	Iteration 140F: 3 clusters Score -4714691 nChanged 21
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	Iteration 141Q: 3 clusters Score -4714694 nChanged 15
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	Iteration 142Q: 3 clusters Score -4714688 nChanged 25
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	Iteration 143Q: 3 clusters Score -4714686 nChanged 29
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	Iteration 144Q: 3 clusters Score -4714688 nChanged 38
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	Iteration 145Q: 3 clusters Score -4714692 nChanged 39
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4714706 nChanged 34
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	Iteration 147Q: 3 clusters Score -4714714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4714717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -4714722.500000 Penalty: 3435.093994
	Iteration 149Q: 3 clusters Score -4714722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4714730.500000 Penalty: 3435.093994
	Iteration 150Q: 3 clusters Score -4714730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -4714732.500000 Penalty: 3435.093994
	Iteration 151Q: 3 clusters Score -4714732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4714729.500000 Penalty: 3435.093994
	Iteration 152Q: 3 clusters Score -4714730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -4714726.000000 Penalty: 3435.093994
	Iteration 153Q: 3 clusters Score -4714726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4714719.500000 Penalty: 3435.093994
	Iteration 154Q: 3 clusters Score -4714720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4714714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -4714721.000000 Penalty: 3435.093994
	Iteration 156Q: 3 clusters Score -4714721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4714712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4714712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4714708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4714714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -4714725.500000 Penalty: 3435.093994
	Iteration 161Q: 3 clusters Score -4714726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4714732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4714732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4714730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4714736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4714740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4714730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4714738.500000 Penalty: 3435.093994
	Iteration 168Q: 3 clusters Score -4714738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4714736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -4714742.500000 Penalty: 3435.093994
	Iteration 170Q: 3 clusters Score -4714742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4714737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -4714733.500000 Penalty: 3435.093994
	Iteration 172Q: 3 clusters Score -4714734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4714732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4714737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4714736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4714724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4714742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4714732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4714746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4714743.500000 Penalty: 3435.093994
	Iteration 180F: 3 clusters Score -4714744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4714744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4714736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4714745 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4714749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4714749 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -4714750.500000 Penalty: 3435.093994
	Iteration 186Q: 3 clusters Score -4714750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4714751.500000 Penalty: 3435.093994
	Iteration 187Q: 3 clusters Score -4714752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4714750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -4714763.000000 Penalty: 3435.093994
	Iteration 189Q: 3 clusters Score -4714763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -4714760.500000 Penalty: 3435.093994
	Iteration 190Q: 3 clusters Score -4714760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4714760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4714757.500000 Penalty: 3435.093994
	Iteration 192Q: 3 clusters Score -4714758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -4714769.500000 Penalty: 3435.093994
	Iteration 193Q: 3 clusters Score -4714770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -4714772.500000 Penalty: 3435.093994
	Iteration 194Q: 3 clusters Score -4714772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4714780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4714766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -4714774.500000 Penalty: 3435.093994
	Iteration 197Q: 3 clusters Score -4714774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4714776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4714780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -4714789.000000 Penalty: 3435.093994
	Iteration 200F: 3 clusters Score -4714789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4714797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4714798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4714801.500000 Penalty: 3435.093994
	Iteration 203Q: 3 clusters Score -4714802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -4714793.500000 Penalty: 3435.093994
	Iteration 204Q: 3 clusters Score -4714794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4714785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -4714784.500000 Penalty: 3435.093994
	Iteration 206Q: 3 clusters Score -4714784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -4714781.500000 Penalty: 3435.093994
	Iteration 207Q: 3 clusters Score -4714782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -4714771.000000 Penalty: 3435.093994
	Iteration 208Q: 3 clusters Score -4714771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -4714768.500000 Penalty: 3435.093994
	Iteration 209Q: 3 clusters Score -4714768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4714766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -4714753.000000 Penalty: 3435.093994
	Iteration 211Q: 3 clusters Score -4714753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -4714758.500000 Penalty: 3435.093994
	Iteration 212Q: 3 clusters Score -4714758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -4714749.500000 Penalty: 3435.093994
	Iteration 213Q: 3 clusters Score -4714750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -4714752.000000 Penalty: 3435.093994
	Iteration 214Q: 3 clusters Score -4714752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -4714756.000000 Penalty: 3435.093994
	Iteration 215Q: 3 clusters Score -4714756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -4714762.500000 Penalty: 3435.093994
	Iteration 216Q: 3 clusters Score -4714762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4714770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -4714772.000000 Penalty: 3435.093994
	Iteration 218Q: 3 clusters Score -4714772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -4714775.000000 Penalty: 3435.093994
	Iteration 219Q: 3 clusters Score -4714775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4714773.500000 Penalty: 3435.093994
	Iteration 220F: 3 clusters Score -4714774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -4714778.500000 Penalty: 3435.093994
	Iteration 221Q: 3 clusters Score -4714778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4714770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -4714767.500000 Penalty: 3435.093994
	Iteration 223Q: 3 clusters Score -4714768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -4714755.500000 Penalty: 3435.093994
	Iteration 224Q: 3 clusters Score -4714756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4714756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -4714758 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4714766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4714772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4714766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -4714769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4714766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -4714769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -4714766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -4714766 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -4714771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -4714765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -4714768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -4714767 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16865 members 
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Entering Unmasked Estep 
Score: -4714760.000000 Penalty: 3435.093994
	Iteration 239Q: 3 clusters Score -4714760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -4714758.500000 Penalty: 3435.093994
	Iteration 240F: 3 clusters Score -4714758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -4714755.500000 Penalty: 3435.093994
	Iteration 241Q: 3 clusters Score -4714756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -4714756.000000 Penalty: 3435.093994
	Iteration 242Q: 3 clusters Score -4714756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4714750.000000 Penalty: 3435.093994
	Iteration 243Q: 3 clusters Score -4714750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -4714743.500000 Penalty: 3435.093994
	Iteration 244Q: 3 clusters Score -4714744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -4714749.500000 Penalty: 3435.093994
	Iteration 245Q: 3 clusters Score -4714750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -4714744.500000 Penalty: 3435.093994
	Iteration 246Q: 3 clusters Score -4714744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -4714746.500000 Penalty: 3435.093994
	Iteration 247Q: 3 clusters Score -4714746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -4714746.500000 Penalty: 3435.093994
	Iteration 248F: 3 clusters Score -4714746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Entering Unmasked Estep 
Score: -4519599.500000 Penalty: 1709.249390
	Iteration 0F: 2 clusters Score -4519600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4496252.500000 Penalty: 3418.498779
	Iteration 0F: 3 clusters Score -4496252 nChanged 17258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -4505847.500000 Penalty: 3418.498779
	Iteration 1F: 3 clusters Score -4505848 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -4506426.000000 Penalty: 3418.498779
	Iteration 2Q: 3 clusters Score -4506426 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -4507140.500000 Penalty: 3418.498779
	Iteration 3Q: 3 clusters Score -4507140 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4508117.500000 Penalty: 3418.498779
	Iteration 4F: 3 clusters Score -4508118 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -4509526.000000 Penalty: 3418.498779
	Iteration 5F: 3 clusters Score -4509526 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -4511302.500000 Penalty: 3418.498779
	Iteration 6F: 3 clusters Score -4511302 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -4513150.500000 Penalty: 3418.498779
	Iteration 7F: 3 clusters Score -4513150 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -4514579.500000 Penalty: 3418.498779
	Iteration 8F: 3 clusters Score -4514580 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -4515584.000000 Penalty: 3418.498779
	Iteration 9Q: 3 clusters Score -4515584 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -4516278.000000 Penalty: 3418.498779
	Iteration 10Q: 3 clusters Score -4516278 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4516737.000000 Penalty: 3418.498779
	Iteration 11Q: 3 clusters Score -4516737 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4517092.500000 Penalty: 3418.498779
	Iteration 12Q: 3 clusters Score -4517092 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -4517306.500000 Penalty: 3418.498779
	Iteration 13Q: 3 clusters Score -4517306 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4517495.500000 Penalty: 3418.498779
	Iteration 14Q: 3 clusters Score -4517496 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4517614.000000 Penalty: 3418.498779
	Iteration 15Q: 3 clusters Score -4517614 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4517724.000000 Penalty: 3418.498779
	Iteration 16Q: 3 clusters Score -4517724 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -4517798.500000 Penalty: 3418.498779
	Iteration 17Q: 3 clusters Score -4517798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -4517855.500000 Penalty: 3418.498779
	Iteration 18Q: 3 clusters Score -4517856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -4517906.000000 Penalty: 3418.498779
	Iteration 19Q: 3 clusters Score -4517906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4517929.000000 Penalty: 3418.498779
	Iteration 20F: 3 clusters Score -4517929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -4517941.500000 Penalty: 3418.498779
	Iteration 21Q: 3 clusters Score -4517942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4517958.000000 Penalty: 3418.498779
	Iteration 22Q: 3 clusters Score -4517958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4517972.500000 Penalty: 3418.498779
	Iteration 23Q: 3 clusters Score -4517972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -4517982.500000 Penalty: 3418.498779
	Iteration 24Q: 3 clusters Score -4517982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -4517990.000000 Penalty: 3418.498779
	Iteration 25Q: 3 clusters Score -4517990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4517995.500000 Penalty: 3418.498779
	Iteration 26Q: 3 clusters Score -4517996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4518005.500000 Penalty: 3418.498779
	Iteration 27Q: 3 clusters Score -4518006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -4518008.500000 Penalty: 3418.498779
	Iteration 28Q: 3 clusters Score -4518008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -4518012.000000 Penalty: 3418.498779
	Iteration 29Q: 3 clusters Score -4518012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -4518014.000000 Penalty: 3418.498779
	Iteration 30Q: 3 clusters Score -4518014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4518021.000000 Penalty: 3418.498779
	Iteration 31Q: 3 clusters Score -4518021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -4518029.500000 Penalty: 3418.498779
	Iteration 32Q: 3 clusters Score -4518030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -4518041.500000 Penalty: 3418.498779
	Iteration 33Q: 3 clusters Score -4518042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -4518049.000000 Penalty: 3418.498779
	Iteration 34Q: 3 clusters Score -4518049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -4518052.500000 Penalty: 3418.498779
	Iteration 35Q: 3 clusters Score -4518052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -4518056.500000 Penalty: 3418.498779
	Iteration 36Q: 3 clusters Score -4518056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4518063.500000 Penalty: 3418.498779
	Iteration 37Q: 3 clusters Score -4518064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -4518072.000000 Penalty: 3418.498779
	Iteration 38Q: 3 clusters Score -4518072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -4518074.000000 Penalty: 3418.498779
	Iteration 39Q: 3 clusters Score -4518074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -4518083.000000 Penalty: 3418.498779
	Iteration 40F: 3 clusters Score -4518083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4518086.000000 Penalty: 3418.498779
	Iteration 41Q: 3 clusters Score -4518086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4518091.000000 Penalty: 3418.498779
	Iteration 42Q: 3 clusters Score -4518091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -4518102.500000 Penalty: 3418.498779
	Iteration 43Q: 3 clusters Score -4518102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -4518105.000000 Penalty: 3418.498779
	Iteration 44Q: 3 clusters Score -4518105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4518100.000000 Penalty: 3418.498779
	Iteration 45Q: 3 clusters Score -4518100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -4518109.000000 Penalty: 3418.498779
	Iteration 46Q: 3 clusters Score -4518109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -4518109.000000 Penalty: 3418.498779
	Iteration 47Q: 3 clusters Score -4518109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -4518119.000000 Penalty: 3418.498779
	Iteration 48Q: 3 clusters Score -4518119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -4518130.000000 Penalty: 3418.498779
	Iteration 49Q: 3 clusters Score -4518130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -4518135.000000 Penalty: 3418.498779
	Iteration 50Q: 3 clusters Score -4518135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -4518139.500000 Penalty: 3418.498779
	Iteration 51Q: 3 clusters Score -4518140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -4518144.500000 Penalty: 3418.498779
	Iteration 52Q: 3 clusters Score -4518144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -4518153.500000 Penalty: 3418.498779
	Iteration 53Q: 3 clusters Score -4518154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -4518159.500000 Penalty: 3418.498779
	Iteration 54Q: 3 clusters Score -4518160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -4518163.500000 Penalty: 3418.498779
	Iteration 55Q: 3 clusters Score -4518164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -4518168.000000 Penalty: 3418.498779
	Iteration 56Q: 3 clusters Score -4518168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -4518165.500000 Penalty: 3418.498779
	Iteration 57Q: 3 clusters Score -4518166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -4518165.500000 Penalty: 3418.498779
	Iteration 58F: 3 clusters Score -4518166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Entering Unmasked Estep 
Score: -3537369.000000 Penalty: 1670.299927
	Iteration 0F: 2 clusters Score -3537369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3518501.250000 Penalty: 3340.599854
	Iteration 0F: 3 clusters Score -3518501 nChanged 13355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3526018.000000 Penalty: 3340.599854
	Iteration 1F: 3 clusters Score -3526018 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -3526492.500000 Penalty: 3340.599854
	Iteration 2Q: 3 clusters Score -3526492 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3527038.000000 Penalty: 3340.599854
	Iteration 3Q: 3 clusters Score -3527038 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3527658.000000 Penalty: 3340.599854
	Iteration 4Q: 3 clusters Score -3527658 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3528489.250000 Penalty: 3340.599854
	Iteration 5Q: 3 clusters Score -3528489 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3529513.750000 Penalty: 3340.599854
	Iteration 6F: 3 clusters Score -3529514 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3530680.250000 Penalty: 3340.599854
	Iteration 7F: 3 clusters Score -3530680 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3531826.750000 Penalty: 3340.599854
	Iteration 8F: 3 clusters Score -3531827 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3532706.000000 Penalty: 3340.599854
	Iteration 9Q: 3 clusters Score -3532706 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3533336.000000 Penalty: 3340.599854
	Iteration 10Q: 3 clusters Score -3533336 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3533706.250000 Penalty: 3340.599854
	Iteration 11Q: 3 clusters Score -3533706 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3533933.000000 Penalty: 3340.599854
	Iteration 12Q: 3 clusters Score -3533933 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3534069.500000 Penalty: 3340.599854
	Iteration 13Q: 3 clusters Score -3534070 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3534181.250000 Penalty: 3340.599854
	Iteration 14Q: 3 clusters Score -3534181 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3534277.750000 Penalty: 3340.599854
	Iteration 15Q: 3 clusters Score -3534278 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -3534371.000000 Penalty: 3340.599854
	Iteration 16Q: 3 clusters Score -3534371 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3534461.750000 Penalty: 3340.599854
	Iteration 17Q: 3 clusters Score -3534462 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3534533.500000 Penalty: 3340.599854
	Iteration 18Q: 3 clusters Score -3534534 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3534612.500000 Penalty: 3340.599854
	Iteration 19Q: 3 clusters Score -3534612 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3534698.750000 Penalty: 3340.599854
	Iteration 20F: 3 clusters Score -3534699 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3534791.000000 Penalty: 3340.599854
	Iteration 21Q: 3 clusters Score -3534791 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3534865.750000 Penalty: 3340.599854
	Iteration 22Q: 3 clusters Score -3534866 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3534941.000000 Penalty: 3340.599854
	Iteration 23Q: 3 clusters Score -3534941 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3535054.250000 Penalty: 3340.599854
	Iteration 24Q: 3 clusters Score -3535054 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3535134.500000 Penalty: 3340.599854
	Iteration 25Q: 3 clusters Score -3535134 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3535193.000000 Penalty: 3340.599854
	Iteration 26Q: 3 clusters Score -3535193 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3535286.250000 Penalty: 3340.599854
	Iteration 27Q: 3 clusters Score -3535286 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3535361.750000 Penalty: 3340.599854
	Iteration 28Q: 3 clusters Score -3535362 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3535439.000000 Penalty: 3340.599854
	Iteration 29Q: 3 clusters Score -3535439 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3535540.500000 Penalty: 3340.599854
	Iteration 30Q: 3 clusters Score -3535540 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3535600.250000 Penalty: 3340.599854
	Iteration 31Q: 3 clusters Score -3535600 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3535657.250000 Penalty: 3340.599854
	Iteration 32Q: 3 clusters Score -3535657 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -3535703.250000 Penalty: 3340.599854
	Iteration 33Q: 3 clusters Score -3535703 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3535747.000000 Penalty: 3340.599854
	Iteration 34Q: 3 clusters Score -3535747 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3535783.000000 Penalty: 3340.599854
	Iteration 35Q: 3 clusters Score -3535783 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3535824.250000 Penalty: 3340.599854
	Iteration 36Q: 3 clusters Score -3535824 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3535858.750000 Penalty: 3340.599854
	Iteration 37Q: 3 clusters Score -3535859 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3535889.250000 Penalty: 3340.599854
	Iteration 38Q: 3 clusters Score -3535889 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3535910.750000 Penalty: 3340.599854
	Iteration 39Q: 3 clusters Score -3535911 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3535930.000000 Penalty: 3340.599854
	Iteration 40F: 3 clusters Score -3535930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3535949.000000 Penalty: 3340.599854
	Iteration 41Q: 3 clusters Score -3535949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3535966.000000 Penalty: 3340.599854
	Iteration 42Q: 3 clusters Score -3535966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -3535979.500000 Penalty: 3340.599854
	Iteration 43Q: 3 clusters Score -3535980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3536003.500000 Penalty: 3340.599854
	Iteration 44Q: 3 clusters Score -3536004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3536011.500000 Penalty: 3340.599854
	Iteration 45Q: 3 clusters Score -3536012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3536023.750000 Penalty: 3340.599854
	Iteration 46Q: 3 clusters Score -3536024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3536039.750000 Penalty: 3340.599854
	Iteration 47Q: 3 clusters Score -3536040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3536053.500000 Penalty: 3340.599854
	Iteration 48Q: 3 clusters Score -3536054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3536055.250000 Penalty: 3340.599854
	Iteration 49Q: 3 clusters Score -3536055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -3536050.500000 Penalty: 3340.599854
	Iteration 50Q: 3 clusters Score -3536050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3536052.000000 Penalty: 3340.599854
	Iteration 51Q: 3 clusters Score -3536052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3536055.500000 Penalty: 3340.599854
	Iteration 52Q: 3 clusters Score -3536056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3536063.500000 Penalty: 3340.599854
	Iteration 53Q: 3 clusters Score -3536064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3536060.250000 Penalty: 3340.599854
	Iteration 54Q: 3 clusters Score -3536060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3536070.500000 Penalty: 3340.599854
	Iteration 55Q: 3 clusters Score -3536070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -3536071.750000 Penalty: 3340.599854
	Iteration 56Q: 3 clusters Score -3536072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -3536073.250000 Penalty: 3340.599854
	Iteration 57Q: 3 clusters Score -3536073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -3536073.250000 Penalty: 3340.599854
	Iteration 58F: 3 clusters Score -3536073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -15620.387695 Penalty: 820.601624
	Iteration 0F: 2 clusters Score -15620.39 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 70 members 
Entering Unmasked Estep 
Score: -15087.763672 Penalty: 1641.203247
	Iteration 0F: 3 clusters Score -15087.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15123.166992 Penalty: 1641.203247
	Iteration 1F: 3 clusters Score -15123.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15157.456055 Penalty: 1641.203247
	Iteration 2F: 3 clusters Score -15157.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15177.753906 Penalty: 1641.203247
	Iteration 3Q: 3 clusters Score -15177.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15184.553711 Penalty: 1641.203247
	Iteration 4Q: 3 clusters Score -15184.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15222.218750 Penalty: 1641.203247
	Iteration 5Q: 3 clusters Score -15222.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15229.298828 Penalty: 1641.203247
	Iteration 6Q: 3 clusters Score -15229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15232.725586 Penalty: 1641.203247
	Iteration 7Q: 3 clusters Score -15232.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15232.725586 Penalty: 1641.203247
	Iteration 8F: 3 clusters Score -15232.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Entering Unmasked Estep 
Score: -982825.250000 Penalty: 1468.965698
	Iteration 0F: 2 clusters Score -982825.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -976671.500000 Penalty: 2937.931396
	Iteration 0F: 3 clusters Score -976671.5 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -978672.437500 Penalty: 2937.931396
	Iteration 1F: 3 clusters Score -978672.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -978911.375000 Penalty: 2937.931396
	Iteration 2F: 3 clusters Score -978911.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -979067.875000 Penalty: 2937.931396
	Iteration 3Q: 3 clusters Score -979067.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -979204.000000 Penalty: 2937.931396
	Iteration 4Q: 3 clusters Score -979204 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -979320.625000 Penalty: 2937.931396
	Iteration 5Q: 3 clusters Score -979320.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -979426.500000 Penalty: 2937.931396
	Iteration 6Q: 3 clusters Score -979426.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -979537.375000 Penalty: 2937.931396
	Iteration 7Q: 3 clusters Score -979537.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -979633.625000 Penalty: 2937.931396
	Iteration 8Q: 3 clusters Score -979633.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -979720.875000 Penalty: 2937.931396
	Iteration 9Q: 3 clusters Score -979720.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -979797.500000 Penalty: 2937.931396
	Iteration 10Q: 3 clusters Score -979797.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -979874.312500 Penalty: 2937.931396
	Iteration 11Q: 3 clusters Score -979874.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -979958.437500 Penalty: 2937.931396
	Iteration 12Q: 3 clusters Score -979958.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -980052.875000 Penalty: 2937.931396
	Iteration 13Q: 3 clusters Score -980052.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -980168.750000 Penalty: 2937.931396
	Iteration 14Q: 3 clusters Score -980168.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -980297.375000 Penalty: 2937.931396
	Iteration 15Q: 3 clusters Score -980297.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -980438.125000 Penalty: 2937.931396
	Iteration 16Q: 3 clusters Score -980438.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -980546.062500 Penalty: 2937.931396
	Iteration 17Q: 3 clusters Score -980546.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -980632.000000 Penalty: 2937.931396
	Iteration 18Q: 3 clusters Score -980632 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -980713.750000 Penalty: 2937.931396
	Iteration 19Q: 3 clusters Score -980713.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -980786.375000 Penalty: 2937.931396
	Iteration 20F: 3 clusters Score -980786.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -980843.125000 Penalty: 2937.931396
	Iteration 21Q: 3 clusters Score -980843.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -980893.062500 Penalty: 2937.931396
	Iteration 22Q: 3 clusters Score -980893.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -980932.500000 Penalty: 2937.931396
	Iteration 23Q: 3 clusters Score -980932.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -980971.500000 Penalty: 2937.931396
	Iteration 24Q: 3 clusters Score -980971.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -981014.625000 Penalty: 2937.931396
	Iteration 25Q: 3 clusters Score -981014.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -981075.562500 Penalty: 2937.931396
	Iteration 26Q: 3 clusters Score -981075.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -981150.437500 Penalty: 2937.931396
	Iteration 27Q: 3 clusters Score -981150.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -981224.500000 Penalty: 2937.931396
	Iteration 28Q: 3 clusters Score -981224.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -981283.375000 Penalty: 2937.931396
	Iteration 29Q: 3 clusters Score -981283.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -981337.625000 Penalty: 2937.931396
	Iteration 30Q: 3 clusters Score -981337.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -981386.875000 Penalty: 2937.931396
	Iteration 31Q: 3 clusters Score -981386.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -981436.625000 Penalty: 2937.931396
	Iteration 32Q: 3 clusters Score -981436.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -981472.937500 Penalty: 2937.931396
	Iteration 33Q: 3 clusters Score -981472.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -981516.687500 Penalty: 2937.931396
	Iteration 34Q: 3 clusters Score -981516.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -981549.937500 Penalty: 2937.931396
	Iteration 35Q: 3 clusters Score -981549.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -981566.750000 Penalty: 2937.931396
	Iteration 36Q: 3 clusters Score -981566.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -981577.812500 Penalty: 2937.931396
	Iteration 37Q: 3 clusters Score -981577.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -981593.812500 Penalty: 2937.931396
	Iteration 38Q: 3 clusters Score -981593.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -981609.500000 Penalty: 2937.931396
	Iteration 39Q: 3 clusters Score -981609.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -981620.750000 Penalty: 2937.931396
	Iteration 40F: 3 clusters Score -981620.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -981628.000000 Penalty: 2937.931396
	Iteration 41Q: 3 clusters Score -981628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -981637.187500 Penalty: 2937.931396
	Iteration 42Q: 3 clusters Score -981637.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -981643.437500 Penalty: 2937.931396
	Iteration 43Q: 3 clusters Score -981643.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -981647.187500 Penalty: 2937.931396
	Iteration 44Q: 3 clusters Score -981647.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -981655.687500 Penalty: 2937.931396
	Iteration 45Q: 3 clusters Score -981655.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -981659.187500 Penalty: 2937.931396
	Iteration 46Q: 3 clusters Score -981659.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -981665.187500 Penalty: 2937.931396
	Iteration 47Q: 3 clusters Score -981665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -981669.312500 Penalty: 2937.931396
	Iteration 48Q: 3 clusters Score -981669.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -981672.937500 Penalty: 2937.931396
	Iteration 49Q: 3 clusters Score -981672.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -981677.625000 Penalty: 2937.931396
	Iteration 50Q: 3 clusters Score -981677.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -981678.687500 Penalty: 2937.931396
	Iteration 51Q: 3 clusters Score -981678.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -981678.687500 Penalty: 2937.931396
	Iteration 52F: 3 clusters Score -981678.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53328.312500 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53328.31 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 162 members 
Entering Unmasked Estep 
Score: -52370.269531 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52370.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52503.179688 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52503.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52549.656250 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -52549.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52562.867188 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52562.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52571.906250 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52571.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52573.558594 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52573.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52573.558594 Penalty: 1881.737183
	Iteration 6F: 3 clusters Score -52573.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Entering Unmasked Estep 
Score: -1915035.750000 Penalty: 1567.991089
	Iteration 0F: 2 clusters Score -1915036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1904399.625000 Penalty: 3135.982178
	Iteration 0F: 3 clusters Score -1904400 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1908095.625000 Penalty: 3135.982178
	Iteration 1F: 3 clusters Score -1908096 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1908422.250000 Penalty: 3135.982178
	Iteration 2F: 3 clusters Score -1908422 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1908678.875000 Penalty: 3135.982178
	Iteration 3Q: 3 clusters Score -1908679 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1908937.875000 Penalty: 3135.982178
	Iteration 4Q: 3 clusters Score -1908938 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1909229.750000 Penalty: 3135.982178
	Iteration 5Q: 3 clusters Score -1909230 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1909574.125000 Penalty: 3135.982178
	Iteration 6Q: 3 clusters Score -1909574 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1910046.625000 Penalty: 3135.982178
	Iteration 7F: 3 clusters Score -1910047 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1910647.875000 Penalty: 3135.982178
	Iteration 8F: 3 clusters Score -1910648 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1911333.125000 Penalty: 3135.982178
	Iteration 9F: 3 clusters Score -1911333 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1911956.625000 Penalty: 3135.982178
	Iteration 10F: 3 clusters Score -1911957 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1912495.125000 Penalty: 3135.982178
	Iteration 11Q: 3 clusters Score -1912495 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1912932.375000 Penalty: 3135.982178
	Iteration 12Q: 3 clusters Score -1912932 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1913238.250000 Penalty: 3135.982178
	Iteration 13Q: 3 clusters Score -1913238 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1913422.875000 Penalty: 3135.982178
	Iteration 14Q: 3 clusters Score -1913423 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1913516.250000 Penalty: 3135.982178
	Iteration 15Q: 3 clusters Score -1913516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1913563.875000 Penalty: 3135.982178
	Iteration 16Q: 3 clusters Score -1913564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1913606.500000 Penalty: 3135.982178
	Iteration 17Q: 3 clusters Score -1913606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1913635.625000 Penalty: 3135.982178
	Iteration 18Q: 3 clusters Score -1913636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1913657.500000 Penalty: 3135.982178
	Iteration 19Q: 3 clusters Score -1913658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1913667.875000 Penalty: 3135.982178
	Iteration 20F: 3 clusters Score -1913668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1913677.000000 Penalty: 3135.982178
	Iteration 21Q: 3 clusters Score -1913677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1913681.625000 Penalty: 3135.982178
	Iteration 22Q: 3 clusters Score -1913682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1913684.375000 Penalty: 3135.982178
	Iteration 23Q: 3 clusters Score -1913684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1913685.750000 Penalty: 3135.982178
	Iteration 24Q: 3 clusters Score -1913686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1913686.250000 Penalty: 3135.982178
	Iteration 25Q: 3 clusters Score -1913686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1913687.875000 Penalty: 3135.982178
	Iteration 26Q: 3 clusters Score -1913688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1913687.625000 Penalty: 3135.982178
	Iteration 27Q: 3 clusters Score -1913688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1913693.625000 Penalty: 3135.982178
	Iteration 28Q: 3 clusters Score -1913694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1913696.250000 Penalty: 3135.982178
	Iteration 29Q: 3 clusters Score -1913696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1913705.875000 Penalty: 3135.982178
	Iteration 30Q: 3 clusters Score -1913706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1913710.375000 Penalty: 3135.982178
	Iteration 31Q: 3 clusters Score -1913710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1913712.750000 Penalty: 3135.982178
	Iteration 32Q: 3 clusters Score -1913713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1913712.750000 Penalty: 3135.982178
	Iteration 33F: 3 clusters Score -1913713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Entering Unmasked Estep 
Score: -3516502.000000 Penalty: 1664.202148
	Iteration 0F: 2 clusters Score -3516502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3499227.500000 Penalty: 3328.404297
	Iteration 0F: 3 clusters Score -3499228 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3505966.000000 Penalty: 3328.404297
	Iteration 1F: 3 clusters Score -3505966 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3506279.500000 Penalty: 3328.404297
	Iteration 2Q: 3 clusters Score -3506280 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3506564.000000 Penalty: 3328.404297
	Iteration 3Q: 3 clusters Score -3506564 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3506849.750000 Penalty: 3328.404297
	Iteration 4Q: 3 clusters Score -3506850 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3507160.500000 Penalty: 3328.404297
	Iteration 5Q: 3 clusters Score -3507160 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3507558.500000 Penalty: 3328.404297
	Iteration 6Q: 3 clusters Score -3507558 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3508078.500000 Penalty: 3328.404297
	Iteration 7Q: 3 clusters Score -3508078 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3508860.500000 Penalty: 3328.404297
	Iteration 8Q: 3 clusters Score -3508860 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3509866.250000 Penalty: 3328.404297
	Iteration 9F: 3 clusters Score -3509866 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3510845.750000 Penalty: 3328.404297
	Iteration 10F: 3 clusters Score -3510846 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3511335.250000 Penalty: 3328.404297
	Iteration 11Q: 3 clusters Score -3511335 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3511489.500000 Penalty: 3328.404297
	Iteration 12Q: 3 clusters Score -3511490 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3511548.750000 Penalty: 3328.404297
	Iteration 13Q: 3 clusters Score -3511549 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3511559.750000 Penalty: 3328.404297
	Iteration 14Q: 3 clusters Score -3511560 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3511572.750000 Penalty: 3328.404297
	Iteration 15Q: 3 clusters Score -3511573 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3511588.000000 Penalty: 3328.404297
	Iteration 16Q: 3 clusters Score -3511588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3511593.500000 Penalty: 3328.404297
	Iteration 17Q: 3 clusters Score -3511594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3511599.000000 Penalty: 3328.404297
	Iteration 18Q: 3 clusters Score -3511599 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3511600.500000 Penalty: 3328.404297
	Iteration 19Q: 3 clusters Score -3511600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -3511608.750000 Penalty: 3328.404297
	Iteration 20F: 3 clusters Score -3511609 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3511613.250000 Penalty: 3328.404297
	Iteration 21Q: 3 clusters Score -3511613 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3511601.500000 Penalty: 3328.404297
	Iteration 22Q: 3 clusters Score -3511602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3511605.000000 Penalty: 3328.404297
	Iteration 23Q: 3 clusters Score -3511605 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3511604.750000 Penalty: 3328.404297
	Iteration 24Q: 3 clusters Score -3511605 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3511615.500000 Penalty: 3328.404297
	Iteration 25Q: 3 clusters Score -3511616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3511609.000000 Penalty: 3328.404297
	Iteration 26Q: 3 clusters Score -3511609 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -3511617.000000 Penalty: 3328.404297
	Iteration 27Q: 3 clusters Score -3511617 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -3511632.500000 Penalty: 3328.404297
	Iteration 28Q: 3 clusters Score -3511632 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3511626.750000 Penalty: 3328.404297
	Iteration 29Q: 3 clusters Score -3511627 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3511643.750000 Penalty: 3328.404297
	Iteration 30Q: 3 clusters Score -3511644 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3511664.000000 Penalty: 3328.404297
	Iteration 31Q: 3 clusters Score -3511664 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3511669.000000 Penalty: 3328.404297
	Iteration 32Q: 3 clusters Score -3511669 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3511677.000000 Penalty: 3328.404297
	Iteration 33Q: 3 clusters Score -3511677 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3511683.250000 Penalty: 3328.404297
	Iteration 34Q: 3 clusters Score -3511683 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3511678.500000 Penalty: 3328.404297
	Iteration 35Q: 3 clusters Score -3511678 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3511703.000000 Penalty: 3328.404297
	Iteration 36Q: 3 clusters Score -3511703 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3511694.500000 Penalty: 3328.404297
	Iteration 37Q: 3 clusters Score -3511694 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3511700.750000 Penalty: 3328.404297
	Iteration 38Q: 3 clusters Score -3511701 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3511683.000000 Penalty: 3328.404297
	Iteration 39Q: 3 clusters Score -3511683 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3511711.750000 Penalty: 3328.404297
	Iteration 40F: 3 clusters Score -3511712 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3511730.750000 Penalty: 3328.404297
	Iteration 41Q: 3 clusters Score -3511731 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3511745.750000 Penalty: 3328.404297
	Iteration 42Q: 3 clusters Score -3511746 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3511761.250000 Penalty: 3328.404297
	Iteration 43Q: 3 clusters Score -3511761 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3511765.750000 Penalty: 3328.404297
	Iteration 44Q: 3 clusters Score -3511766 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3511777.000000 Penalty: 3328.404297
	Iteration 45Q: 3 clusters Score -3511777 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3511796.250000 Penalty: 3328.404297
	Iteration 46Q: 3 clusters Score -3511796 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3511805.250000 Penalty: 3328.404297
	Iteration 47Q: 3 clusters Score -3511805 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3511822.500000 Penalty: 3328.404297
	Iteration 48Q: 3 clusters Score -3511822 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3511838.000000 Penalty: 3328.404297
	Iteration 49Q: 3 clusters Score -3511838 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3511863.750000 Penalty: 3328.404297
	Iteration 50Q: 3 clusters Score -3511864 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3511905.000000 Penalty: 3328.404297
	Iteration 51Q: 3 clusters Score -3511905 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3511962.750000 Penalty: 3328.404297
	Iteration 52Q: 3 clusters Score -3511963 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3512016.250000 Penalty: 3328.404297
	Iteration 53Q: 3 clusters Score -3512016 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3512104.750000 Penalty: 3328.404297
	Iteration 54Q: 3 clusters Score -3512105 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3512184.250000 Penalty: 3328.404297
	Iteration 55Q: 3 clusters Score -3512184 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3512265.500000 Penalty: 3328.404297
	Iteration 56Q: 3 clusters Score -3512266 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3512386.000000 Penalty: 3328.404297
	Iteration 57Q: 3 clusters Score -3512386 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3512485.500000 Penalty: 3328.404297
	Iteration 58Q: 3 clusters Score -3512486 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3512570.250000 Penalty: 3328.404297
	Iteration 59Q: 3 clusters Score -3512570 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3512764.500000 Penalty: 3328.404297
	Iteration 60F: 3 clusters Score -3512764 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3512920.750000 Penalty: 3328.404297
	Iteration 61Q: 3 clusters Score -3512921 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3513082.250000 Penalty: 3328.404297
	Iteration 62Q: 3 clusters Score -3513082 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3513230.750000 Penalty: 3328.404297
	Iteration 63Q: 3 clusters Score -3513231 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3513389.500000 Penalty: 3328.404297
	Iteration 64Q: 3 clusters Score -3513390 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3513507.500000 Penalty: 3328.404297
	Iteration 65Q: 3 clusters Score -3513508 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3513619.000000 Penalty: 3328.404297
	Iteration 66Q: 3 clusters Score -3513619 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3513730.250000 Penalty: 3328.404297
	Iteration 67Q: 3 clusters Score -3513730 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3513832.250000 Penalty: 3328.404297
	Iteration 68Q: 3 clusters Score -3513832 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3513946.750000 Penalty: 3328.404297
	Iteration 69Q: 3 clusters Score -3513947 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3514065.000000 Penalty: 3328.404297
	Iteration 70Q: 3 clusters Score -3514065 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3514205.500000 Penalty: 3328.404297
	Iteration 71Q: 3 clusters Score -3514206 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3514280.250000 Penalty: 3328.404297
	Iteration 72Q: 3 clusters Score -3514280 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3514409.000000 Penalty: 3328.404297
	Iteration 73Q: 3 clusters Score -3514409 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3514526.750000 Penalty: 3328.404297
	Iteration 74Q: 3 clusters Score -3514527 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3514614.750000 Penalty: 3328.404297
	Iteration 75Q: 3 clusters Score -3514615 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3514724.500000 Penalty: 3328.404297
	Iteration 76Q: 3 clusters Score -3514724 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3514813.500000 Penalty: 3328.404297
	Iteration 77Q: 3 clusters Score -3514814 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3514862.500000 Penalty: 3328.404297
	Iteration 78Q: 3 clusters Score -3514862 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3514906.750000 Penalty: 3328.404297
	Iteration 79Q: 3 clusters Score -3514907 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3514938.500000 Penalty: 3328.404297
	Iteration 80F: 3 clusters Score -3514938 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3514946.500000 Penalty: 3328.404297
	Iteration 81Q: 3 clusters Score -3514946 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3514978.250000 Penalty: 3328.404297
	Iteration 82Q: 3 clusters Score -3514978 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -3514980.750000 Penalty: 3328.404297
	Iteration 83Q: 3 clusters Score -3514981 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3515002.500000 Penalty: 3328.404297
	Iteration 84Q: 3 clusters Score -3515002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3515024.250000 Penalty: 3328.404297
	Iteration 85Q: 3 clusters Score -3515024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3515025.500000 Penalty: 3328.404297
	Iteration 86Q: 3 clusters Score -3515026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3515041.750000 Penalty: 3328.404297
	Iteration 87Q: 3 clusters Score -3515042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3515070.250000 Penalty: 3328.404297
	Iteration 88Q: 3 clusters Score -3515070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3515074.750000 Penalty: 3328.404297
	Iteration 89Q: 3 clusters Score -3515075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3515074.750000 Penalty: 3328.404297
	Iteration 90Q: 3 clusters Score -3515075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3515076.750000 Penalty: 3328.404297
	Iteration 91Q: 3 clusters Score -3515077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3515079.250000 Penalty: 3328.404297
	Iteration 92Q: 3 clusters Score -3515079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3515080.250000 Penalty: 3328.404297
	Iteration 93Q: 3 clusters Score -3515080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3515067.250000 Penalty: 3328.404297
	Iteration 94Q: 3 clusters Score -3515067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3515075.250000 Penalty: 3328.404297
	Iteration 95Q: 3 clusters Score -3515075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3515088.500000 Penalty: 3328.404297
	Iteration 96Q: 3 clusters Score -3515088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3515099.750000 Penalty: 3328.404297
	Iteration 97Q: 3 clusters Score -3515100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3515097.000000 Penalty: 3328.404297
	Iteration 98Q: 3 clusters Score -3515097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3515101.250000 Penalty: 3328.404297
	Iteration 99Q: 3 clusters Score -3515101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3515103.750000 Penalty: 3328.404297
	Iteration 100F: 3 clusters Score -3515104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3515107.250000 Penalty: 3328.404297
	Iteration 101Q: 3 clusters Score -3515107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3515112.000000 Penalty: 3328.404297
	Iteration 102Q: 3 clusters Score -3515112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3515113.500000 Penalty: 3328.404297
	Iteration 103Q: 3 clusters Score -3515114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -3515115.500000 Penalty: 3328.404297
	Iteration 104Q: 3 clusters Score -3515116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3515122.000000 Penalty: 3328.404297
	Iteration 105Q: 3 clusters Score -3515122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3515120.250000 Penalty: 3328.404297
	Iteration 106Q: 3 clusters Score -3515120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3515117.250000 Penalty: 3328.404297
	Iteration 107Q: 3 clusters Score -3515117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3515118.500000 Penalty: 3328.404297
	Iteration 108Q: 3 clusters Score -3515118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3515124.750000 Penalty: 3328.404297
	Iteration 109Q: 3 clusters Score -3515125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3515125.750000 Penalty: 3328.404297
	Iteration 110Q: 3 clusters Score -3515126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3515126.500000 Penalty: 3328.404297
	Iteration 111Q: 3 clusters Score -3515126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3515126.500000 Penalty: 3328.404297
	Iteration 112F: 3 clusters Score -3515126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21871 members 
Mstep: Class 3 contains 10360 members 
Mstep: Class 4 contains 1377 members 
Mstep: Class 5 contains 26033 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 8 contains 38930 members 
Mstep: Class 9 contains 36992 members 
Mstep: Class 12 contains 29108 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15509 members 
Mstep: Class 19 contains 28036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441882.000000 Penalty: 27982.333984
Iteration 159Q: 15 clusters Score -2.644188e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21870 members 
Mstep: Class 3 contains 10361 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26029 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 8 contains 38914 members 
Mstep: Class 9 contains 36985 members 
Mstep: Class 12 contains 29131 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8434 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 19 contains 28035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441854.000000 Penalty: 27982.333984
Iteration 160F: 15 clusters Score -2.644185e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21866 members 
Mstep: Class 3 contains 10362 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26017 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 8 contains 38891 members 
Mstep: Class 9 contains 36988 members 
Mstep: Class 12 contains 29159 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 19 contains 28040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441866.000000 Penalty: 27982.333984
Iteration 161Q: 15 clusters Score -2.644187e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21862 members 
Mstep: Class 3 contains 10363 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26008 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 8 contains 38865 members 
Mstep: Class 9 contains 36983 members 
Mstep: Class 12 contains 29193 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8441 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 19 contains 28045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441842.000000 Penalty: 27982.333984
Iteration 162Q: 15 clusters Score -2.644184e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21857 members 
Mstep: Class 3 contains 10361 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 26007 members 
Mstep: Class 6 contains 2205 members 
Mstep: Class 8 contains 38841 members 
Mstep: Class 9 contains 36974 members 
Mstep: Class 12 contains 29219 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8445 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15501 members 
Mstep: Class 19 contains 28060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441832.000000 Penalty: 27982.333984
Iteration 163Q: 15 clusters Score -2.644183e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21851 members 
Mstep: Class 3 contains 10359 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 26013 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 8 contains 38822 members 
Mstep: Class 9 contains 36972 members 
Mstep: Class 12 contains 29233 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8447 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15501 members 
Mstep: Class 19 contains 28065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441868.000000 Penalty: 27982.333984
Iteration 164Q: 15 clusters Score -2.644187e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21851 members 
Mstep: Class 3 contains 10359 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 26005 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 8 contains 38810 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 12 contains 29236 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8451 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15502 members 
Mstep: Class 19 contains 28071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441822.000000 Penalty: 27982.333984
Iteration 165Q: 15 clusters Score -2.644182e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21847 members 
Mstep: Class 3 contains 10359 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 26005 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 8 contains 38803 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 12 contains 29243 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8451 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 19 contains 28067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441858.000000 Penalty: 27982.333984
Iteration 166Q: 15 clusters Score -2.644186e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21842 members 
Mstep: Class 3 contains 10358 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 26001 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 8 contains 38800 members 
Mstep: Class 9 contains 36985 members 
Mstep: Class 12 contains 29247 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8453 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15512 members 
Mstep: Class 19 contains 28065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441866.000000 Penalty: 27982.333984
Iteration 167Q: 15 clusters Score -2.644187e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21840 members 
Mstep: Class 3 contains 10358 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 26003 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 8 contains 38796 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 12 contains 29255 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8456 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15514 members 
Mstep: Class 19 contains 28060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441866.000000 Penalty: 27982.333984
Iteration 168Q: 15 clusters Score -2.644187e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21839 members 
Mstep: Class 3 contains 10359 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26004 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 8 contains 38796 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 12 contains 29264 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8459 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15514 members 
Mstep: Class 19 contains 28054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441850.000000 Penalty: 27982.333984
Iteration 169Q: 15 clusters Score -2.644185e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21837 members 
Mstep: Class 3 contains 10361 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26007 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 8 contains 38795 members 
Mstep: Class 9 contains 36973 members 
Mstep: Class 12 contains 29269 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15514 members 
Mstep: Class 19 contains 28049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441890.000000 Penalty: 27982.333984
Iteration 170Q: 15 clusters Score -2.644189e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21835 members 
Mstep: Class 3 contains 10362 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 26011 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 8 contains 38793 members 
Mstep: Class 9 contains 36974 members 
Mstep: Class 12 contains 29264 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8463 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15516 members 
Mstep: Class 19 contains 28049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441910.000000 Penalty: 27982.333984
Iteration 171Q: 15 clusters Score -2.644191e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21829 members 
Mstep: Class 3 contains 10362 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 26018 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 8 contains 38796 members 
Mstep: Class 9 contains 36978 members 
Mstep: Class 12 contains 29251 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8465 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15522 members 
Mstep: Class 19 contains 28046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441888.000000 Penalty: 27982.333984
Iteration 172Q: 15 clusters Score -2.644189e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21830 members 
Mstep: Class 3 contains 10363 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26023 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 8 contains 38793 members 
Mstep: Class 9 contains 36991 members 
Mstep: Class 12 contains 29240 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8466 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15528 members 
Mstep: Class 19 contains 28032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441970.000000 Penalty: 27982.333984
Iteration 173Q: 15 clusters Score -2.644197e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21830 members 
Mstep: Class 3 contains 10364 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26030 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 8 contains 38782 members 
Mstep: Class 9 contains 37005 members 
Mstep: Class 12 contains 29229 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8468 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15532 members 
Mstep: Class 19 contains 28025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441956.000000 Penalty: 27982.333984
Iteration 174Q: 15 clusters Score -2.644196e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21829 members 
Mstep: Class 3 contains 10366 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26022 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 8 contains 38786 members 
Mstep: Class 9 contains 37013 members 
Mstep: Class 12 contains 29232 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8468 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 19 contains 28016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441948.000000 Penalty: 27982.333984
Iteration 175Q: 15 clusters Score -2.644195e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 10366 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26028 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 8 contains 38792 members 
Mstep: Class 9 contains 37018 members 
Mstep: Class 12 contains 29215 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8467 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15537 members 
Mstep: Class 19 contains 28015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441956.000000 Penalty: 27982.333984
Iteration 176Q: 15 clusters Score -2.644196e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 10366 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26032 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 8 contains 38797 members 
Mstep: Class 9 contains 37025 members 
Mstep: Class 12 contains 29198 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8470 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 19 contains 28013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441934.000000 Penalty: 27982.333984
Iteration 177Q: 15 clusters Score -2.644193e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 10365 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26034 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 8 contains 38803 members 
Mstep: Class 9 contains 37035 members 
Mstep: Class 12 contains 29176 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8471 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15544 members 
Mstep: Class 19 contains 28010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441944.000000 Penalty: 27982.333984
Iteration 178Q: 15 clusters Score -2.644194e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21829 members 
Mstep: Class 3 contains 10366 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26035 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 8 contains 38798 members 
Mstep: Class 9 contains 37055 members 
Mstep: Class 12 contains 29148 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8473 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15553 members 
Mstep: Class 19 contains 28008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441922.000000 Penalty: 27982.333984
Iteration 179Q: 15 clusters Score -2.644192e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21827 members 
Mstep: Class 3 contains 10371 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26032 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 8 contains 38790 members 
Mstep: Class 9 contains 37081 members 
Mstep: Class 12 contains 29126 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8473 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15557 members 
Mstep: Class 19 contains 28008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441956.000000 Penalty: 27982.333984
Iteration 180F: 15 clusters Score -2.644196e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21822 members 
Mstep: Class 3 contains 10374 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26033 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 8 contains 38785 members 
Mstep: Class 9 contains 37110 members 
Mstep: Class 12 contains 29096 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8475 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15561 members 
Mstep: Class 19 contains 28007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441988.000000 Penalty: 27982.333984
Iteration 181Q: 15 clusters Score -2.644199e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21818 members 
Mstep: Class 3 contains 10374 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26039 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 8 contains 38778 members 
Mstep: Class 9 contains 37126 members 
Mstep: Class 12 contains 29073 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8477 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15565 members 
Mstep: Class 19 contains 28013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442034.000000 Penalty: 27982.333984
Iteration 182Q: 15 clusters Score -2.644203e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21821 members 
Mstep: Class 3 contains 10378 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26056 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 8 contains 38757 members 
Mstep: Class 9 contains 37135 members 
Mstep: Class 12 contains 29048 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8477 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15566 members 
Mstep: Class 19 contains 28024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442006.000000 Penalty: 27982.333984
Iteration 183Q: 15 clusters Score -2.644201e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21820 members 
Mstep: Class 3 contains 10381 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 8 contains 38740 members 
Mstep: Class 9 contains 37137 members 
Mstep: Class 12 contains 29044 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15574 members 
Mstep: Class 19 contains 28030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441970.000000 Penalty: 27982.333984
Iteration 184Q: 15 clusters Score -2.644197e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21816 members 
Mstep: Class 3 contains 10386 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26058 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 8 contains 38726 members 
Mstep: Class 9 contains 37136 members 
Mstep: Class 12 contains 29036 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8481 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15581 members 
Mstep: Class 19 contains 28042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441990.000000 Penalty: 27982.333984
Iteration 185Q: 15 clusters Score -2.644199e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21815 members 
Mstep: Class 3 contains 10390 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26062 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 8 contains 38719 members 
Mstep: Class 9 contains 37138 members 
Mstep: Class 12 contains 29027 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8483 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15586 members 
Mstep: Class 19 contains 28040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441984.000000 Penalty: 27982.333984
Iteration 186Q: 15 clusters Score -2.644198e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21814 members 
Mstep: Class 3 contains 10391 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26066 members 
Mstep: Class 6 contains 2218 members 
Mstep: Class 8 contains 38716 members 
Mstep: Class 9 contains 37145 members 
Mstep: Class 12 contains 29013 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8485 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 19 contains 28030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441916.000000 Penalty: 27982.333984
Iteration 187Q: 15 clusters Score -2.644192e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21819 members 
Mstep: Class 3 contains 10394 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26065 members 
Mstep: Class 6 contains 2218 members 
Mstep: Class 8 contains 38698 members 
Mstep: Class 9 contains 37162 members 
Mstep: Class 12 contains 29007 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8488 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15598 members 
Mstep: Class 19 contains 28024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441926.000000 Penalty: 27982.333984
Iteration 188Q: 15 clusters Score -2.644193e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21820 members 
Mstep: Class 3 contains 10396 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26071 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 8 contains 38688 members 
Mstep: Class 9 contains 37173 members 
Mstep: Class 12 contains 28987 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8490 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 19 contains 28022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441972.000000 Penalty: 27982.333984
Iteration 189Q: 15 clusters Score -2.644197e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21825 members 
Mstep: Class 3 contains 10397 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26082 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 8 contains 38676 members 
Mstep: Class 9 contains 37167 members 
Mstep: Class 12 contains 28984 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8494 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15610 members 
Mstep: Class 19 contains 28017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441908.000000 Penalty: 27982.333984
Iteration 190Q: 15 clusters Score -2.644191e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21828 members 
Mstep: Class 3 contains 10402 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26085 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 8 contains 38658 members 
Mstep: Class 9 contains 37186 members 
Mstep: Class 12 contains 28977 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8496 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15614 members 
Mstep: Class 19 contains 28007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441980.000000 Penalty: 27982.333984
Iteration 191Q: 15 clusters Score -2.644198e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21829 members 
Mstep: Class 3 contains 10408 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26086 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 8 contains 38621 members 
Mstep: Class 9 contains 37199 members 
Mstep: Class 12 contains 28992 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8498 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15624 members 
Mstep: Class 19 contains 27995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441936.000000 Penalty: 27982.333984
Iteration 192Q: 15 clusters Score -2.644194e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21839 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26086 members 
Mstep: Class 6 contains 2222 members 
Mstep: Class 8 contains 38594 members 
Mstep: Class 9 contains 37211 members 
Mstep: Class 12 contains 29002 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8497 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 19 contains 27979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441912.000000 Penalty: 27982.333984
Iteration 193Q: 15 clusters Score -2.644191e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21841 members 
Mstep: Class 3 contains 10420 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26086 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 8 contains 38561 members 
Mstep: Class 9 contains 37214 members 
Mstep: Class 12 contains 29014 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8497 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15642 members 
Mstep: Class 19 contains 27974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441908.000000 Penalty: 27982.333984
Iteration 194Q: 15 clusters Score -2.644191e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21845 members 
Mstep: Class 3 contains 10420 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26086 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 8 contains 38522 members 
Mstep: Class 9 contains 37210 members 
Mstep: Class 12 contains 29030 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8507 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15649 members 
Mstep: Class 19 contains 27977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441962.000000 Penalty: 27982.333984
Iteration 195Q: 15 clusters Score -2.644196e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21848 members 
Mstep: Class 3 contains 10418 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26086 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 8 contains 38487 members 
Mstep: Class 9 contains 37211 members 
Mstep: Class 12 contains 29038 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15655 members 
Mstep: Class 19 contains 27989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441924.000000 Penalty: 27982.333984
Iteration 196Q: 15 clusters Score -2.644192e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21853 members 
Mstep: Class 3 contains 10419 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26089 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 8 contains 38448 members 
Mstep: Class 9 contains 37196 members 
Mstep: Class 12 contains 29054 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8510 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15663 members 
Mstep: Class 19 contains 28005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441934.000000 Penalty: 27982.333984
Iteration 197Q: 15 clusters Score -2.644193e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21853 members 
Mstep: Class 3 contains 10428 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26086 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 8 contains 38406 members 
Mstep: Class 9 contains 37193 members 
Mstep: Class 12 contains 29071 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8508 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 19 contains 28013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441982.000000 Penalty: 27982.333984
Iteration 198Q: 15 clusters Score -2.644198e+07 nChanged 248
Entering ConstructFrom: 
Score: -26441982.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (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: -34341.457031 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -34341.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33455.007812 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -33455.01 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33598.210938 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -33598.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33620.410156 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -33620.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33633.160156 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -33633.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33642.164062 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -33642.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33647.132812 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -33647.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33649.707031 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -33649.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33655.593750 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -33655.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33665.406250 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -33665.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33672.292969 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -33672.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33674.093750 Penalty: 1890.561035
	Iteration 10Q: 3 clusters Score -33674.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33675.683594 Penalty: 1890.561035
	Iteration 11Q: 3 clusters Score -33675.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33675.683594 Penalty: 1890.561035
	Iteration 12F: 3 clusters Score -33675.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Entering Unmasked Estep 
Score: -2696335.250000 Penalty: 1623.737427
	Iteration 0F: 2 clusters Score -2696335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2681357.000000 Penalty: 3247.474854
	Iteration 0F: 3 clusters Score -2681357 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2686778.000000 Penalty: 3247.474854
	Iteration 1F: 3 clusters Score -2686778 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2687087.250000 Penalty: 3247.474854
	Iteration 2Q: 3 clusters Score -2687087 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2687416.000000 Penalty: 3247.474854
	Iteration 3Q: 3 clusters Score -2687416 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2687711.000000 Penalty: 3247.474854
	Iteration 4Q: 3 clusters Score -2687711 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2688015.250000 Penalty: 3247.474854
	Iteration 5Q: 3 clusters Score -2688015 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2688384.250000 Penalty: 3247.474854
	Iteration 6Q: 3 clusters Score -2688384 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2688824.500000 Penalty: 3247.474854
	Iteration 7Q: 3 clusters Score -2688824 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2689355.000000 Penalty: 3247.474854
	Iteration 8Q: 3 clusters Score -2689355 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2690062.750000 Penalty: 3247.474854
	Iteration 9F: 3 clusters Score -2690063 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2691062.750000 Penalty: 3247.474854
	Iteration 10F: 3 clusters Score -2691063 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2692245.250000 Penalty: 3247.474854
	Iteration 11F: 3 clusters Score -2692245 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2693119.250000 Penalty: 3247.474854
	Iteration 12Q: 3 clusters Score -2693119 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2693529.000000 Penalty: 3247.474854
	Iteration 13Q: 3 clusters Score -2693529 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2693698.750000 Penalty: 3247.474854
	Iteration 14Q: 3 clusters Score -2693699 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2693815.750000 Penalty: 3247.474854
	Iteration 15Q: 3 clusters Score -2693816 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2693871.750000 Penalty: 3247.474854
	Iteration 16Q: 3 clusters Score -2693872 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2693931.750000 Penalty: 3247.474854
	Iteration 17Q: 3 clusters Score -2693932 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2693973.750000 Penalty: 3247.474854
	Iteration 18Q: 3 clusters Score -2693974 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2694010.500000 Penalty: 3247.474854
	Iteration 19Q: 3 clusters Score -2694010 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2694043.500000 Penalty: 3247.474854
	Iteration 20F: 3 clusters Score -2694044 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2694091.750000 Penalty: 3247.474854
	Iteration 21Q: 3 clusters Score -2694092 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2694132.750000 Penalty: 3247.474854
	Iteration 22Q: 3 clusters Score -2694133 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2694170.750000 Penalty: 3247.474854
	Iteration 23Q: 3 clusters Score -2694171 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2694204.750000 Penalty: 3247.474854
	Iteration 24Q: 3 clusters Score -2694205 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2694230.250000 Penalty: 3247.474854
	Iteration 25Q: 3 clusters Score -2694230 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2694259.500000 Penalty: 3247.474854
	Iteration 26Q: 3 clusters Score -2694260 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2694275.000000 Penalty: 3247.474854
	Iteration 27Q: 3 clusters Score -2694275 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2694294.250000 Penalty: 3247.474854
	Iteration 28Q: 3 clusters Score -2694294 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2694312.000000 Penalty: 3247.474854
	Iteration 29Q: 3 clusters Score -2694312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2694324.000000 Penalty: 3247.474854
	Iteration 30Q: 3 clusters Score -2694324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2694339.500000 Penalty: 3247.474854
	Iteration 31Q: 3 clusters Score -2694340 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2694349.250000 Penalty: 3247.474854
	Iteration 32Q: 3 clusters Score -2694349 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2694349.500000 Penalty: 3247.474854
	Iteration 33Q: 3 clusters Score -2694350 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2694368.000000 Penalty: 3247.474854
	Iteration 34Q: 3 clusters Score -2694368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2694394.250000 Penalty: 3247.474854
	Iteration 35Q: 3 clusters Score -2694394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2694402.250000 Penalty: 3247.474854
	Iteration 36Q: 3 clusters Score -2694402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2694422.750000 Penalty: 3247.474854
	Iteration 37Q: 3 clusters Score -2694423 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2694442.500000 Penalty: 3247.474854
	Iteration 38Q: 3 clusters Score -2694442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2694456.000000 Penalty: 3247.474854
	Iteration 39Q: 3 clusters Score -2694456 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2694482.000000 Penalty: 3247.474854
	Iteration 40F: 3 clusters Score -2694482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2694503.250000 Penalty: 3247.474854
	Iteration 41Q: 3 clusters Score -2694503 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2694528.750000 Penalty: 3247.474854
	Iteration 42Q: 3 clusters Score -2694529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2694551.750000 Penalty: 3247.474854
	Iteration 43Q: 3 clusters Score -2694552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2694586.500000 Penalty: 3247.474854
	Iteration 44Q: 3 clusters Score -2694586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2694624.000000 Penalty: 3247.474854
	Iteration 45Q: 3 clusters Score -2694624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2694645.000000 Penalty: 3247.474854
	Iteration 46Q: 3 clusters Score -2694645 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2694677.000000 Penalty: 3247.474854
	Iteration 47Q: 3 clusters Score -2694677 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2694686.000000 Penalty: 3247.474854
	Iteration 48Q: 3 clusters Score -2694686 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2694700.750000 Penalty: 3247.474854
	Iteration 49Q: 3 clusters Score -2694701 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2694719.250000 Penalty: 3247.474854
	Iteration 50Q: 3 clusters Score -2694719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2694744.250000 Penalty: 3247.474854
	Iteration 51Q: 3 clusters Score -2694744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2694771.750000 Penalty: 3247.474854
	Iteration 52Q: 3 clusters Score -2694772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2694797.250000 Penalty: 3247.474854
	Iteration 53Q: 3 clusters Score -2694797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2694816.000000 Penalty: 3247.474854
	Iteration 54Q: 3 clusters Score -2694816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2694826.750000 Penalty: 3247.474854
	Iteration 55Q: 3 clusters Score -2694827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2694830.000000 Penalty: 3247.474854
	Iteration 56Q: 3 clusters Score -2694830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2694844.000000 Penalty: 3247.474854
	Iteration 57Q: 3 clusters Score -2694844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2694846.250000 Penalty: 3247.474854
	Iteration 58Q: 3 clusters Score -2694846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2694853.250000 Penalty: 3247.474854
	Iteration 59Q: 3 clusters Score -2694853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2694858.750000 Penalty: 3247.474854
	Iteration 60F: 3 clusters Score -2694859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2694869.250000 Penalty: 3247.474854
	Iteration 61Q: 3 clusters Score -2694869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2694872.500000 Penalty: 3247.474854
	Iteration 62Q: 3 clusters Score -2694872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2694869.000000 Penalty: 3247.474854
	Iteration 63Q: 3 clusters Score -2694869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2694874.000000 Penalty: 3247.474854
	Iteration 64Q: 3 clusters Score -2694874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2694885.250000 Penalty: 3247.474854
	Iteration 65Q: 3 clusters Score -2694885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2694885.750000 Penalty: 3247.474854
	Iteration 66Q: 3 clusters Score -2694886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2694895.250000 Penalty: 3247.474854
	Iteration 67Q: 3 clusters Score -2694895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2694899.250000 Penalty: 3247.474854
	Iteration 68Q: 3 clusters Score -2694899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2694901.250000 Penalty: 3247.474854
	Iteration 69Q: 3 clusters Score -2694901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2694906.500000 Penalty: 3247.474854
	Iteration 70Q: 3 clusters Score -2694906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2694911.000000 Penalty: 3247.474854
	Iteration 71Q: 3 clusters Score -2694911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2694911.250000 Penalty: 3247.474854
	Iteration 72Q: 3 clusters Score -2694911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2694910.000000 Penalty: 3247.474854
	Iteration 73Q: 3 clusters Score -2694910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2694912.750000 Penalty: 3247.474854
	Iteration 74Q: 3 clusters Score -2694913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2694915.750000 Penalty: 3247.474854
	Iteration 75Q: 3 clusters Score -2694916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2694913.750000 Penalty: 3247.474854
	Iteration 76Q: 3 clusters Score -2694914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2694912.000000 Penalty: 3247.474854
	Iteration 77Q: 3 clusters Score -2694912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2694918.750000 Penalty: 3247.474854
	Iteration 78Q: 3 clusters Score -2694919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2694922.250000 Penalty: 3247.474854
	Iteration 79Q: 3 clusters Score -2694922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2694925.250000 Penalty: 3247.474854
	Iteration 80F: 3 clusters Score -2694925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2694928.250000 Penalty: 3247.474854
	Iteration 81Q: 3 clusters Score -2694928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2694928.000000 Penalty: 3247.474854
	Iteration 82Q: 3 clusters Score -2694928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2694934.000000 Penalty: 3247.474854
	Iteration 83Q: 3 clusters Score -2694934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2694932.000000 Penalty: 3247.474854
	Iteration 84Q: 3 clusters Score -2694932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2694934.250000 Penalty: 3247.474854
	Iteration 85Q: 3 clusters Score -2694934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2694934.250000 Penalty: 3247.474854
	Iteration 86F: 3 clusters Score -2694934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Entering Unmasked Estep 
Score: -1274526.625000 Penalty: 1503.661987
	Iteration 0F: 2 clusters Score -1274527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1267102.500000 Penalty: 3007.323975
	Iteration 0F: 3 clusters Score -1267102 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1269445.750000 Penalty: 3007.323975
	Iteration 1F: 3 clusters Score -1269446 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1269693.750000 Penalty: 3007.323975
	Iteration 2F: 3 clusters Score -1269694 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1269879.250000 Penalty: 3007.323975
	Iteration 3Q: 3 clusters Score -1269879 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1270063.250000 Penalty: 3007.323975
	Iteration 4Q: 3 clusters Score -1270063 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1270280.125000 Penalty: 3007.323975
	Iteration 5Q: 3 clusters Score -1270280 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1270522.250000 Penalty: 3007.323975
	Iteration 6Q: 3 clusters Score -1270522 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1270842.375000 Penalty: 3007.323975
	Iteration 7F: 3 clusters Score -1270842 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1271278.500000 Penalty: 3007.323975
	Iteration 8F: 3 clusters Score -1271278 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1271829.250000 Penalty: 3007.323975
	Iteration 9F: 3 clusters Score -1271829 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1272319.250000 Penalty: 3007.323975
	Iteration 10F: 3 clusters Score -1272319 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1272728.625000 Penalty: 3007.323975
	Iteration 11Q: 3 clusters Score -1272729 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1272945.625000 Penalty: 3007.323975
	Iteration 12Q: 3 clusters Score -1272946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1273071.125000 Penalty: 3007.323975
	Iteration 13Q: 3 clusters Score -1273071 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1273132.625000 Penalty: 3007.323975
	Iteration 14Q: 3 clusters Score -1273133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1273162.625000 Penalty: 3007.323975
	Iteration 15Q: 3 clusters Score -1273163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1273179.000000 Penalty: 3007.323975
	Iteration 16Q: 3 clusters Score -1273179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1273188.750000 Penalty: 3007.323975
	Iteration 17Q: 3 clusters Score -1273189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1273196.125000 Penalty: 3007.323975
	Iteration 18Q: 3 clusters Score -1273196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1273198.000000 Penalty: 3007.323975
	Iteration 19Q: 3 clusters Score -1273198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1273198.000000 Penalty: 3007.323975
	Iteration 20F: 3 clusters Score -1273198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -158569.265625 Penalty: 1173.904053
	Iteration 0F: 2 clusters Score -158569.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -156920.328125 Penalty: 2347.808105
	Iteration 0F: 3 clusters Score -156920.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -157229.859375 Penalty: 2347.808105
	Iteration 1F: 3 clusters Score -157229.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -157304.046875 Penalty: 2347.808105
	Iteration 2F: 3 clusters Score -157304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -157347.390625 Penalty: 2347.808105
	Iteration 3Q: 3 clusters Score -157347.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -157376.781250 Penalty: 2347.808105
	Iteration 4Q: 3 clusters Score -157376.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -157410.187500 Penalty: 2347.808105
	Iteration 5Q: 3 clusters Score -157410.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157434.593750 Penalty: 2347.808105
	Iteration 6Q: 3 clusters Score -157434.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -157452.234375 Penalty: 2347.808105
	Iteration 7Q: 3 clusters Score -157452.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157467.921875 Penalty: 2347.808105
	Iteration 8Q: 3 clusters Score -157467.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -157480.687500 Penalty: 2347.808105
	Iteration 9Q: 3 clusters Score -157480.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -157494.781250 Penalty: 2347.808105
	Iteration 10Q: 3 clusters Score -157494.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -157505.796875 Penalty: 2347.808105
	Iteration 11Q: 3 clusters Score -157505.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -157518.203125 Penalty: 2347.808105
	Iteration 12Q: 3 clusters Score -157518.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -157532.734375 Penalty: 2347.808105
	Iteration 13Q: 3 clusters Score -157532.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -157544.937500 Penalty: 2347.808105
	Iteration 14Q: 3 clusters Score -157544.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -157561.468750 Penalty: 2347.808105
	Iteration 15Q: 3 clusters Score -157561.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -157576.000000 Penalty: 2347.808105
	Iteration 16Q: 3 clusters Score -157576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -157592.968750 Penalty: 2347.808105
	Iteration 17Q: 3 clusters Score -157593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -157606.125000 Penalty: 2347.808105
	Iteration 18Q: 3 clusters Score -157606.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -157612.937500 Penalty: 2347.808105
	Iteration 19Q: 3 clusters Score -157612.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -157620.093750 Penalty: 2347.808105
	Iteration 20F: 3 clusters Score -157620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -157623.484375 Penalty: 2347.808105
	Iteration 21Q: 3 clusters Score -157623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -157626.171875 Penalty: 2347.808105
	Iteration 22Q: 3 clusters Score -157626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -157630.390625 Penalty: 2347.808105
	Iteration 23Q: 3 clusters Score -157630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -157632.796875 Penalty: 2347.808105
	Iteration 24Q: 3 clusters Score -157632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -157633.250000 Penalty: 2347.808105
	Iteration 25Q: 3 clusters Score -157633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -157633.250000 Penalty: 2347.808105
	Iteration 26F: 3 clusters Score -157633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Entering Unmasked Estep 
Score: -3253156.000000 Penalty: 1652.456421
	Iteration 0F: 2 clusters Score -3253156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3236476.250000 Penalty: 3304.912842
	Iteration 0F: 3 clusters Score -3236476 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3242929.750000 Penalty: 3304.912842
	Iteration 1F: 3 clusters Score -3242930 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3243244.000000 Penalty: 3304.912842
	Iteration 2Q: 3 clusters Score -3243244 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3243533.750000 Penalty: 3304.912842
	Iteration 3Q: 3 clusters Score -3243534 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3243825.750000 Penalty: 3304.912842
	Iteration 4Q: 3 clusters Score -3243826 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3244130.250000 Penalty: 3304.912842
	Iteration 5Q: 3 clusters Score -3244130 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3244439.000000 Penalty: 3304.912842
	Iteration 6Q: 3 clusters Score -3244439 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3244842.000000 Penalty: 3304.912842
	Iteration 7Q: 3 clusters Score -3244842 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3245359.000000 Penalty: 3304.912842
	Iteration 8Q: 3 clusters Score -3245359 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3245998.000000 Penalty: 3304.912842
	Iteration 9Q: 3 clusters Score -3245998 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3246762.500000 Penalty: 3304.912842
	Iteration 10Q: 3 clusters Score -3246762 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3247672.500000 Penalty: 3304.912842
	Iteration 11F: 3 clusters Score -3247672 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3248450.000000 Penalty: 3304.912842
	Iteration 12Q: 3 clusters Score -3248450 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3248918.750000 Penalty: 3304.912842
	Iteration 13Q: 3 clusters Score -3248919 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3249120.750000 Penalty: 3304.912842
	Iteration 14Q: 3 clusters Score -3249121 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -3249250.000000 Penalty: 3304.912842
	Iteration 15Q: 3 clusters Score -3249250 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3249336.500000 Penalty: 3304.912842
	Iteration 16Q: 3 clusters Score -3249336 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3249395.250000 Penalty: 3304.912842
	Iteration 17Q: 3 clusters Score -3249395 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3249444.250000 Penalty: 3304.912842
	Iteration 18Q: 3 clusters Score -3249444 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3249490.250000 Penalty: 3304.912842
	Iteration 19Q: 3 clusters Score -3249490 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3249529.750000 Penalty: 3304.912842
	Iteration 20F: 3 clusters Score -3249530 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -3249555.750000 Penalty: 3304.912842
	Iteration 21Q: 3 clusters Score -3249556 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3249588.250000 Penalty: 3304.912842
	Iteration 22Q: 3 clusters Score -3249588 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -3249597.250000 Penalty: 3304.912842
	Iteration 23Q: 3 clusters Score -3249597 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3249614.500000 Penalty: 3304.912842
	Iteration 24Q: 3 clusters Score -3249614 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -3249641.500000 Penalty: 3304.912842
	Iteration 25Q: 3 clusters Score -3249642 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3249665.000000 Penalty: 3304.912842
	Iteration 26Q: 3 clusters Score -3249665 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3249697.250000 Penalty: 3304.912842
	Iteration 27Q: 3 clusters Score -3249697 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3249725.500000 Penalty: 3304.912842
	Iteration 28Q: 3 clusters Score -3249726 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3249751.750000 Penalty: 3304.912842
	Iteration 29Q: 3 clusters Score -3249752 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3249761.500000 Penalty: 3304.912842
	Iteration 30Q: 3 clusters Score -3249762 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3249775.500000 Penalty: 3304.912842
	Iteration 31Q: 3 clusters Score -3249776 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3249805.250000 Penalty: 3304.912842
	Iteration 32Q: 3 clusters Score -3249805 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3249830.500000 Penalty: 3304.912842
	Iteration 33Q: 3 clusters Score -3249830 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3249858.500000 Penalty: 3304.912842
	Iteration 34Q: 3 clusters Score -3249858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -3249873.250000 Penalty: 3304.912842
	Iteration 35Q: 3 clusters Score -3249873 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3249897.000000 Penalty: 3304.912842
	Iteration 36Q: 3 clusters Score -3249897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3249915.750000 Penalty: 3304.912842
	Iteration 37Q: 3 clusters Score -3249916 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3249927.500000 Penalty: 3304.912842
	Iteration 38Q: 3 clusters Score -3249928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3249948.250000 Penalty: 3304.912842
	Iteration 39Q: 3 clusters Score -3249948 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3249951.250000 Penalty: 3304.912842
	Iteration 40F: 3 clusters Score -3249951 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -3249968.500000 Penalty: 3304.912842
	Iteration 41Q: 3 clusters Score -3249968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3249989.500000 Penalty: 3304.912842
	Iteration 42Q: 3 clusters Score -3249990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -3249990.000000 Penalty: 3304.912842
	Iteration 43Q: 3 clusters Score -3249990 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3250006.750000 Penalty: 3304.912842
	Iteration 44Q: 3 clusters Score -3250007 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3250013.750000 Penalty: 3304.912842
	Iteration 45Q: 3 clusters Score -3250014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3250027.000000 Penalty: 3304.912842
	Iteration 46Q: 3 clusters Score -3250027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3250036.000000 Penalty: 3304.912842
	Iteration 47Q: 3 clusters Score -3250036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -3250053.500000 Penalty: 3304.912842
	Iteration 48Q: 3 clusters Score -3250054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -3250074.000000 Penalty: 3304.912842
	Iteration 49Q: 3 clusters Score -3250074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3250081.000000 Penalty: 3304.912842
	Iteration 50Q: 3 clusters Score -3250081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3250097.000000 Penalty: 3304.912842
	Iteration 51Q: 3 clusters Score -3250097 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -3250105.000000 Penalty: 3304.912842
	Iteration 52Q: 3 clusters Score -3250105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3250118.750000 Penalty: 3304.912842
	Iteration 53Q: 3 clusters Score -3250119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3250125.000000 Penalty: 3304.912842
	Iteration 54Q: 3 clusters Score -3250125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -3250134.500000 Penalty: 3304.912842
	Iteration 55Q: 3 clusters Score -3250134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3250136.000000 Penalty: 3304.912842
	Iteration 56Q: 3 clusters Score -3250136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3250152.500000 Penalty: 3304.912842
	Iteration 57Q: 3 clusters Score -3250152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3250153.250000 Penalty: 3304.912842
	Iteration 58Q: 3 clusters Score -3250153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3250157.250000 Penalty: 3304.912842
	Iteration 59Q: 3 clusters Score -3250157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3250164.500000 Penalty: 3304.912842
	Iteration 60F: 3 clusters Score -3250164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -3250180.250000 Penalty: 3304.912842
	Iteration 61Q: 3 clusters Score -3250180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3250185.250000 Penalty: 3304.912842
	Iteration 62Q: 3 clusters Score -3250185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3250190.500000 Penalty: 3304.912842
	Iteration 63Q: 3 clusters Score -3250190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3250196.500000 Penalty: 3304.912842
	Iteration 64Q: 3 clusters Score -3250196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3250201.000000 Penalty: 3304.912842
	Iteration 65Q: 3 clusters Score -3250201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -3250206.250000 Penalty: 3304.912842
	Iteration 66Q: 3 clusters Score -3250206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3250203.750000 Penalty: 3304.912842
	Iteration 67Q: 3 clusters Score -3250204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3250208.750000 Penalty: 3304.912842
	Iteration 68Q: 3 clusters Score -3250209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3250206.250000 Penalty: 3304.912842
	Iteration 69Q: 3 clusters Score -3250206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3250212.500000 Penalty: 3304.912842
	Iteration 70Q: 3 clusters Score -3250212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3250215.750000 Penalty: 3304.912842
	Iteration 71Q: 3 clusters Score -3250216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3250224.500000 Penalty: 3304.912842
	Iteration 72Q: 3 clusters Score -3250224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3250223.250000 Penalty: 3304.912842
	Iteration 73Q: 3 clusters Score -3250223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3250232.750000 Penalty: 3304.912842
	Iteration 74Q: 3 clusters Score -3250233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3250236.500000 Penalty: 3304.912842
	Iteration 75Q: 3 clusters Score -3250236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3250231.250000 Penalty: 3304.912842
	Iteration 76Q: 3 clusters Score -3250231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3250231.750000 Penalty: 3304.912842
	Iteration 77Q: 3 clusters Score -3250232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3250234.750000 Penalty: 3304.912842
	Iteration 78Q: 3 clusters Score -3250235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3250233.250000 Penalty: 3304.912842
	Iteration 79Q: 3 clusters Score -3250233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3250234.750000 Penalty: 3304.912842
	Iteration 80F: 3 clusters Score -3250235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3250234.250000 Penalty: 3304.912842
	Iteration 81Q: 3 clusters Score -3250234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3250231.500000 Penalty: 3304.912842
	Iteration 82Q: 3 clusters Score -3250232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -3250234.000000 Penalty: 3304.912842
	Iteration 83Q: 3 clusters Score -3250234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3250236.250000 Penalty: 3304.912842
	Iteration 84Q: 3 clusters Score -3250236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3250236.250000 Penalty: 3304.912842
	Iteration 85F: 3 clusters Score -3250236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -272039.093750 Penalty: 1254.575073
	Iteration 0F: 2 clusters Score -272039.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -269755.812500 Penalty: 2509.150146
	Iteration 0F: 3 clusters Score -269755.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -270263.281250 Penalty: 2509.150146
	Iteration 1F: 3 clusters Score -270263.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -270398.531250 Penalty: 2509.150146
	Iteration 2F: 3 clusters Score -270398.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -270455.031250 Penalty: 2509.150146
	Iteration 3Q: 3 clusters Score -270455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -270490.000000 Penalty: 2509.150146
	Iteration 4Q: 3 clusters Score -270490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -270518.500000 Penalty: 2509.150146
	Iteration 5Q: 3 clusters Score -270518.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -270529.562500 Penalty: 2509.150146
	Iteration 6Q: 3 clusters Score -270529.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -270534.687500 Penalty: 2509.150146
	Iteration 7Q: 3 clusters Score -270534.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -270541.000000 Penalty: 2509.150146
	Iteration 8Q: 3 clusters Score -270541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -270548.812500 Penalty: 2509.150146
	Iteration 9Q: 3 clusters Score -270548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -270554.437500 Penalty: 2509.150146
	Iteration 10Q: 3 clusters Score -270554.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -270556.750000 Penalty: 2509.150146
	Iteration 11Q: 3 clusters Score -270556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -270557.812500 Penalty: 2509.150146
	Iteration 12Q: 3 clusters Score -270557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -270558.625000 Penalty: 2509.150146
	Iteration 13Q: 3 clusters Score -270558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -270560.031250 Penalty: 2509.150146
	Iteration 14Q: 3 clusters Score -270560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -270561.687500 Penalty: 2509.150146
	Iteration 15Q: 3 clusters Score -270561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -270562.687500 Penalty: 2509.150146
	Iteration 16Q: 3 clusters Score -270562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -270563.406250 Penalty: 2509.150146
	Iteration 17Q: 3 clusters Score -270563.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -270563.968750 Penalty: 2509.150146
	Iteration 18Q: 3 clusters Score -270564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -270563.968750 Penalty: 2509.150146
	Iteration 19F: 3 clusters Score -270564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Entering Unmasked Estep 
Score: -4649029.500000 Penalty: 1715.073975
	Iteration 0F: 2 clusters Score -4649030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -4625385.500000 Penalty: 3430.147949
	Iteration 0F: 3 clusters Score -4625386 nChanged 17820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -4636006.000000 Penalty: 3430.147949
	Iteration 1F: 3 clusters Score -4636006 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4636844.000000 Penalty: 3430.147949
	Iteration 2F: 3 clusters Score -4636844 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -4637667.000000 Penalty: 3430.147949
	Iteration 3F: 3 clusters Score -4637667 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4638474.000000 Penalty: 3430.147949
	Iteration 4F: 3 clusters Score -4638474 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4639263.500000 Penalty: 3430.147949
	Iteration 5F: 3 clusters Score -4639264 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -4640133.000000 Penalty: 3430.147949
	Iteration 6F: 3 clusters Score -4640133 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4641057.000000 Penalty: 3430.147949
	Iteration 7F: 3 clusters Score -4641057 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4642013.500000 Penalty: 3430.147949
	Iteration 8F: 3 clusters Score -4642014 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4642758.500000 Penalty: 3430.147949
	Iteration 9Q: 3 clusters Score -4642758 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -4643315.000000 Penalty: 3430.147949
	Iteration 10Q: 3 clusters Score -4643315 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4643625.500000 Penalty: 3430.147949
	Iteration 11Q: 3 clusters Score -4643626 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -4643797.000000 Penalty: 3430.147949
	Iteration 12Q: 3 clusters Score -4643797 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4643868.500000 Penalty: 3430.147949
	Iteration 13Q: 3 clusters Score -4643868 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4643903.500000 Penalty: 3430.147949
	Iteration 14Q: 3 clusters Score -4643904 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -4643979.500000 Penalty: 3430.147949
	Iteration 15Q: 3 clusters Score -4643980 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -4644008.000000 Penalty: 3430.147949
	Iteration 16Q: 3 clusters Score -4644008 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -4644052.500000 Penalty: 3430.147949
	Iteration 17Q: 3 clusters Score -4644052 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -4644084.500000 Penalty: 3430.147949
	Iteration 18Q: 3 clusters Score -4644084 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -4644100.000000 Penalty: 3430.147949
	Iteration 19Q: 3 clusters Score -4644100 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -4644128.000000 Penalty: 3430.147949
	Iteration 20F: 3 clusters Score -4644128 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -4644169.500000 Penalty: 3430.147949
	Iteration 21Q: 3 clusters Score -4644170 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -4644222.500000 Penalty: 3430.147949
	Iteration 22Q: 3 clusters Score -4644222 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4644251.500000 Penalty: 3430.147949
	Iteration 23Q: 3 clusters Score -4644252 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -4644286.000000 Penalty: 3430.147949
	Iteration 24Q: 3 clusters Score -4644286 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -4644286.000000 Penalty: 3430.147949
	Iteration 25Q: 3 clusters Score -4644286 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4644318.000000 Penalty: 3430.147949
	Iteration 26Q: 3 clusters Score -4644318 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4644334.000000 Penalty: 3430.147949
	Iteration 27Q: 3 clusters Score -4644334 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4644359.500000 Penalty: 3430.147949
	Iteration 28Q: 3 clusters Score -4644360 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4644375 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4644391 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4644396 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -4644402.500000 Penalty: 3430.147949
	Iteration 32Q: 3 clusters Score -4644402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -4644426.500000 Penalty: 3430.147949
	Iteration 33Q: 3 clusters Score -4644426 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4644437 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4644436 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4644442 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4644446 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -4644454.000000 Penalty: 3430.147949
	Iteration 38Q: 3 clusters Score -4644454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4644462 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4644462 nChanged 93
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Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4644474 nChanged 103
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Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4644482 nChanged 96
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Mstep: Class 1 contains 16551 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4644486 nChanged 88
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Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4644498 nChanged 69
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Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4644514 nChanged 73
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Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4644517 nChanged 70
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Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4644527 nChanged 72
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Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4644532 nChanged 74
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Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4644548 nChanged 72
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Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4644554 nChanged 78
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Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4644545 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4644544 nChanged 79
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Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4644574 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4644573 nChanged 90
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Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4644586 nChanged 71
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Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4644587 nChanged 59
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Mstep: Class 1 contains 16484 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4644608 nChanged 66
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Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4644612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4644606 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16464 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4644609 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4644616 nChanged 53
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Mstep: Class 1 contains 16450 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4644627 nChanged 59
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Mstep: Class 1 contains 16439 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4644638 nChanged 58
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4644647 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4644654 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4644654 nChanged 41
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Mstep: Class 1 contains 16430 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4644652 nChanged 43
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	Iteration 68Q: 3 clusters Score -4644668 nChanged 38
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4644674 nChanged 46
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	Iteration 70Q: 3 clusters Score -4644666 nChanged 49
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Mstep: Class 1 contains 16440 members 
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	Iteration 71Q: 3 clusters Score -4644664 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16448 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4644667 nChanged 40
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Mstep: Class 1 contains 16446 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4644668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4644678 nChanged 53
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	Iteration 75Q: 3 clusters Score -4644672 nChanged 48
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Mstep: Class 1 contains 16397 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4644676 nChanged 47
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	Iteration 77Q: 3 clusters Score -4644678 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16377 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4644681 nChanged 50
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4644692 nChanged 44
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Mstep: Class 1 contains 16377 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4644706 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16379 members 
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	Iteration 81Q: 3 clusters Score -4644714 nChanged 48
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4644722 nChanged 44
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	Iteration 83Q: 3 clusters Score -4644720 nChanged 48
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	Iteration 84Q: 3 clusters Score -4644712 nChanged 55
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	Iteration 85Q: 3 clusters Score -4644718 nChanged 46
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	Iteration 86Q: 3 clusters Score -4644720 nChanged 49
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	Iteration 87Q: 3 clusters Score -4644721 nChanged 48
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	Iteration 88Q: 3 clusters Score -4644730 nChanged 33
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	Iteration 89Q: 3 clusters Score -4644731 nChanged 39
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	Iteration 90Q: 3 clusters Score -4644728 nChanged 53
Entering Unmasked Mstep 
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	Iteration 91Q: 3 clusters Score -4644735 nChanged 47
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	Iteration 92Q: 3 clusters Score -4644718 nChanged 40
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	Iteration 93Q: 3 clusters Score -4644716 nChanged 53
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	Iteration 94Q: 3 clusters Score -4644730 nChanged 56
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	Iteration 95Q: 3 clusters Score -4644742 nChanged 49
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	Iteration 96Q: 3 clusters Score -4644754 nChanged 53
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	Iteration 97Q: 3 clusters Score -4644739 nChanged 39
Entering Unmasked Mstep 
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	Iteration 98Q: 3 clusters Score -4644746 nChanged 34
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	Iteration 99Q: 3 clusters Score -4644744 nChanged 29
Entering Unmasked Mstep 
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	Iteration 100F: 3 clusters Score -4644746 nChanged 29
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	Iteration 101Q: 3 clusters Score -4644762 nChanged 27
Entering Unmasked Mstep 
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	Iteration 102Q: 3 clusters Score -4644758 nChanged 26
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	Iteration 103Q: 3 clusters Score -4644748 nChanged 37
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	Iteration 104Q: 3 clusters Score -4644741 nChanged 31
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	Iteration 105Q: 3 clusters Score -4644754 nChanged 36
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	Iteration 106Q: 3 clusters Score -4644761 nChanged 42
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	Iteration 107Q: 3 clusters Score -4644768 nChanged 33
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	Iteration 108Q: 3 clusters Score -4644774 nChanged 32
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	Iteration 109Q: 3 clusters Score -4644772 nChanged 33
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	Iteration 110Q: 3 clusters Score -4644771 nChanged 34
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	Iteration 111Q: 3 clusters Score -4644774 nChanged 26
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	Iteration 112Q: 3 clusters Score -4644781 nChanged 26
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	Iteration 113Q: 3 clusters Score -4644783 nChanged 22
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	Iteration 114Q: 3 clusters Score -4644790 nChanged 25
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	Iteration 115Q: 3 clusters Score -4644794 nChanged 27
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	Iteration 116Q: 3 clusters Score -4644792 nChanged 25
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	Iteration 117Q: 3 clusters Score -4644792 nChanged 29
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	Iteration 118Q: 3 clusters Score -4644803 nChanged 25
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	Iteration 119Q: 3 clusters Score -4644803 nChanged 31
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	Iteration 120F: 3 clusters Score -4644810 nChanged 46
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	Iteration 121Q: 3 clusters Score -4644802 nChanged 38
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	Iteration 215Q: 3 clusters Score -4645945 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -4645959.500000 Penalty: 3430.147949
	Iteration 216Q: 3 clusters Score -4645960 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -4645966.000000 Penalty: 3430.147949
	Iteration 217Q: 3 clusters Score -4645966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -4645972.500000 Penalty: 3430.147949
	Iteration 218Q: 3 clusters Score -4645972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4645958.000000 Penalty: 3430.147949
	Iteration 219Q: 3 clusters Score -4645958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -4645973.500000 Penalty: 3430.147949
	Iteration 220F: 3 clusters Score -4645974 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -4645954.000000 Penalty: 3430.147949
	Iteration 221Q: 3 clusters Score -4645954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4645965.500000 Penalty: 3430.147949
	Iteration 222Q: 3 clusters Score -4645966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -4645957.500000 Penalty: 3430.147949
	Iteration 223Q: 3 clusters Score -4645958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -4645966.500000 Penalty: 3430.147949
	Iteration 224Q: 3 clusters Score -4645966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -4645971.500000 Penalty: 3430.147949
	Iteration 225Q: 3 clusters Score -4645972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -4645967.000000 Penalty: 3430.147949
	Iteration 226Q: 3 clusters Score -4645967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -4645961.000000 Penalty: 3430.147949
	Iteration 227Q: 3 clusters Score -4645961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -4645967.500000 Penalty: 3430.147949
	Iteration 228Q: 3 clusters Score -4645968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -4645974.000000 Penalty: 3430.147949
	Iteration 229Q: 3 clusters Score -4645974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -4645966.000000 Penalty: 3430.147949
	Iteration 230Q: 3 clusters Score -4645966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -4645970.000000 Penalty: 3430.147949
	Iteration 231Q: 3 clusters Score -4645970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -4645965.000000 Penalty: 3430.147949
	Iteration 232Q: 3 clusters Score -4645965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -4645960.000000 Penalty: 3430.147949
	Iteration 233Q: 3 clusters Score -4645960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -4645962.000000 Penalty: 3430.147949
	Iteration 234Q: 3 clusters Score -4645962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -4645966.500000 Penalty: 3430.147949
	Iteration 235Q: 3 clusters Score -4645966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -4645974.000000 Penalty: 3430.147949
	Iteration 236Q: 3 clusters Score -4645974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -4645978.000000 Penalty: 3430.147949
	Iteration 237Q: 3 clusters Score -4645978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -4645979.500000 Penalty: 3430.147949
	Iteration 238Q: 3 clusters Score -4645980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -4645972.500000 Penalty: 3430.147949
	Iteration 239Q: 3 clusters Score -4645972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -4645967.500000 Penalty: 3430.147949
	Iteration 240F: 3 clusters Score -4645968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4645971.500000 Penalty: 3430.147949
	Iteration 241Q: 3 clusters Score -4645972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -4645976.000000 Penalty: 3430.147949
	Iteration 242Q: 3 clusters Score -4645976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -4645974.500000 Penalty: 3430.147949
	Iteration 243Q: 3 clusters Score -4645974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4645972.500000 Penalty: 3430.147949
	Iteration 244Q: 3 clusters Score -4645972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -4645971.500000 Penalty: 3430.147949
	Iteration 245Q: 3 clusters Score -4645972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -4645973.500000 Penalty: 3430.147949
	Iteration 246Q: 3 clusters Score -4645974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -4645973.500000 Penalty: 3430.147949
	Iteration 247F: 3 clusters Score -4645974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Entering Unmasked Estep 
Score: -4543040.000000 Penalty: 1710.142944
	Iteration 0F: 2 clusters Score -4543040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4519739.000000 Penalty: 3420.285889
	Iteration 0F: 3 clusters Score -4519739 nChanged 17179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -4529187.500000 Penalty: 3420.285889
	Iteration 1F: 3 clusters Score -4529188 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4529603.000000 Penalty: 3420.285889
	Iteration 2Q: 3 clusters Score -4529603 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4530071.500000 Penalty: 3420.285889
	Iteration 3Q: 3 clusters Score -4530072 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4530599.500000 Penalty: 3420.285889
	Iteration 4Q: 3 clusters Score -4530600 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4531135.000000 Penalty: 3420.285889
	Iteration 5Q: 3 clusters Score -4531135 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4531817.000000 Penalty: 3420.285889
	Iteration 6Q: 3 clusters Score -4531817 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4532666.000000 Penalty: 3420.285889
	Iteration 7Q: 3 clusters Score -4532666 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4533745.500000 Penalty: 3420.285889
	Iteration 8Q: 3 clusters Score -4533746 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -4535023.000000 Penalty: 3420.285889
	Iteration 9F: 3 clusters Score -4535023 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -4536344.500000 Penalty: 3420.285889
	Iteration 10F: 3 clusters Score -4536344 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -4537439.500000 Penalty: 3420.285889
	Iteration 11Q: 3 clusters Score -4537440 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -4538099.000000 Penalty: 3420.285889
	Iteration 12Q: 3 clusters Score -4538099 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4538466.000000 Penalty: 3420.285889
	Iteration 13Q: 3 clusters Score -4538466 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -4538713.000000 Penalty: 3420.285889
	Iteration 14Q: 3 clusters Score -4538713 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4538916.000000 Penalty: 3420.285889
	Iteration 15Q: 3 clusters Score -4538916 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -4539116.500000 Penalty: 3420.285889
	Iteration 16Q: 3 clusters Score -4539116 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -4539319.500000 Penalty: 3420.285889
	Iteration 17Q: 3 clusters Score -4539320 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -4539462.000000 Penalty: 3420.285889
	Iteration 18Q: 3 clusters Score -4539462 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -4539607.000000 Penalty: 3420.285889
	Iteration 19Q: 3 clusters Score -4539607 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -4539734.000000 Penalty: 3420.285889
	Iteration 20F: 3 clusters Score -4539734 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -4539825.000000 Penalty: 3420.285889
	Iteration 21Q: 3 clusters Score -4539825 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -4539908.000000 Penalty: 3420.285889
	Iteration 22Q: 3 clusters Score -4539908 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4539965.000000 Penalty: 3420.285889
	Iteration 23Q: 3 clusters Score -4539965 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -4540000.500000 Penalty: 3420.285889
	Iteration 24Q: 3 clusters Score -4540000 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4539997.500000 Penalty: 3420.285889
	Iteration 25Q: 3 clusters Score -4539998 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4540033.000000 Penalty: 3420.285889
	Iteration 26Q: 3 clusters Score -4540033 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -4540039.500000 Penalty: 3420.285889
	Iteration 27Q: 3 clusters Score -4540040 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -4540053.000000 Penalty: 3420.285889
	Iteration 28Q: 3 clusters Score -4540053 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4540061.000000 Penalty: 3420.285889
	Iteration 29Q: 3 clusters Score -4540061 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4540104.000000 Penalty: 3420.285889
	Iteration 30Q: 3 clusters Score -4540104 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -4540165.000000 Penalty: 3420.285889
	Iteration 31Q: 3 clusters Score -4540165 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4540197.000000 Penalty: 3420.285889
	Iteration 32Q: 3 clusters Score -4540197 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -4540302.000000 Penalty: 3420.285889
	Iteration 33Q: 3 clusters Score -4540302 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4540403.500000 Penalty: 3420.285889
	Iteration 34Q: 3 clusters Score -4540404 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4540444.000000 Penalty: 3420.285889
	Iteration 35Q: 3 clusters Score -4540444 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4540488.000000 Penalty: 3420.285889
	Iteration 36Q: 3 clusters Score -4540488 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4540540.000000 Penalty: 3420.285889
	Iteration 37Q: 3 clusters Score -4540540 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4540588.000000 Penalty: 3420.285889
	Iteration 38Q: 3 clusters Score -4540588 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4540632.000000 Penalty: 3420.285889
	Iteration 39Q: 3 clusters Score -4540632 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4540697.500000 Penalty: 3420.285889
	Iteration 40F: 3 clusters Score -4540698 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4540729.000000 Penalty: 3420.285889
	Iteration 41Q: 3 clusters Score -4540729 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4540786.500000 Penalty: 3420.285889
	Iteration 42Q: 3 clusters Score -4540786 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4540864.500000 Penalty: 3420.285889
	Iteration 43Q: 3 clusters Score -4540864 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4540905.500000 Penalty: 3420.285889
	Iteration 44Q: 3 clusters Score -4540906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4540988.500000 Penalty: 3420.285889
	Iteration 45Q: 3 clusters Score -4540988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4541036.000000 Penalty: 3420.285889
	Iteration 46Q: 3 clusters Score -4541036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4541092.000000 Penalty: 3420.285889
	Iteration 47Q: 3 clusters Score -4541092 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4541127.500000 Penalty: 3420.285889
	Iteration 48Q: 3 clusters Score -4541128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4541149.500000 Penalty: 3420.285889
	Iteration 49Q: 3 clusters Score -4541150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4541210.000000 Penalty: 3420.285889
	Iteration 50Q: 3 clusters Score -4541210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4541229.000000 Penalty: 3420.285889
	Iteration 51Q: 3 clusters Score -4541229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4541251.000000 Penalty: 3420.285889
	Iteration 52Q: 3 clusters Score -4541251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4541253.500000 Penalty: 3420.285889
	Iteration 53Q: 3 clusters Score -4541254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4541274.000000 Penalty: 3420.285889
	Iteration 54Q: 3 clusters Score -4541274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4541281.500000 Penalty: 3420.285889
	Iteration 55Q: 3 clusters Score -4541282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4541305.000000 Penalty: 3420.285889
	Iteration 56Q: 3 clusters Score -4541305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4541314.500000 Penalty: 3420.285889
	Iteration 57Q: 3 clusters Score -4541314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4541321.000000 Penalty: 3420.285889
	Iteration 58Q: 3 clusters Score -4541321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4541328.000000 Penalty: 3420.285889
	Iteration 59Q: 3 clusters Score -4541328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4541335.500000 Penalty: 3420.285889
	Iteration 60F: 3 clusters Score -4541336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4541321.000000 Penalty: 3420.285889
	Iteration 61Q: 3 clusters Score -4541321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4541334.500000 Penalty: 3420.285889
	Iteration 62Q: 3 clusters Score -4541334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4541341.000000 Penalty: 3420.285889
	Iteration 63Q: 3 clusters Score -4541341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4541360.000000 Penalty: 3420.285889
	Iteration 64Q: 3 clusters Score -4541360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4541367.500000 Penalty: 3420.285889
	Iteration 65Q: 3 clusters Score -4541368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4541374.500000 Penalty: 3420.285889
	Iteration 66Q: 3 clusters Score -4541374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4541383.000000 Penalty: 3420.285889
	Iteration 67Q: 3 clusters Score -4541383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4541393.000000 Penalty: 3420.285889
	Iteration 68Q: 3 clusters Score -4541393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4541396.000000 Penalty: 3420.285889
	Iteration 69Q: 3 clusters Score -4541396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4541403.000000 Penalty: 3420.285889
	Iteration 70Q: 3 clusters Score -4541403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4541405.500000 Penalty: 3420.285889
	Iteration 71Q: 3 clusters Score -4541406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4541409.000000 Penalty: 3420.285889
	Iteration 72Q: 3 clusters Score -4541409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4541411.500000 Penalty: 3420.285889
	Iteration 73Q: 3 clusters Score -4541412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4541407.500000 Penalty: 3420.285889
	Iteration 74Q: 3 clusters Score -4541408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4541415.500000 Penalty: 3420.285889
	Iteration 75Q: 3 clusters Score -4541416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4541415.500000 Penalty: 3420.285889
	Iteration 76Q: 3 clusters Score -4541416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4541423.000000 Penalty: 3420.285889
	Iteration 77Q: 3 clusters Score -4541423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4541427.000000 Penalty: 3420.285889
	Iteration 78Q: 3 clusters Score -4541427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4541432.000000 Penalty: 3420.285889
	Iteration 79Q: 3 clusters Score -4541432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4541433.500000 Penalty: 3420.285889
	Iteration 80F: 3 clusters Score -4541434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4541442.000000 Penalty: 3420.285889
	Iteration 81Q: 3 clusters Score -4541442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4541442.000000 Penalty: 3420.285889
	Iteration 82F: 3 clusters Score -4541442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Entering Unmasked Estep 
Score: -3536526.750000 Penalty: 1670.210449
	Iteration 0F: 2 clusters Score -3536527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3517626.500000 Penalty: 3340.420898
	Iteration 0F: 3 clusters Score -3517626 nChanged 13407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3524892.500000 Penalty: 3340.420898
	Iteration 1F: 3 clusters Score -3524892 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3525256.250000 Penalty: 3340.420898
	Iteration 2Q: 3 clusters Score -3525256 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3525660.000000 Penalty: 3340.420898
	Iteration 3Q: 3 clusters Score -3525660 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -3526150.000000 Penalty: 3340.420898
	Iteration 4Q: 3 clusters Score -3526150 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3526826.250000 Penalty: 3340.420898
	Iteration 5F: 3 clusters Score -3526826 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3527827.000000 Penalty: 3340.420898
	Iteration 6F: 3 clusters Score -3527827 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3529279.250000 Penalty: 3340.420898
	Iteration 7F: 3 clusters Score -3529279 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3531073.250000 Penalty: 3340.420898
	Iteration 8F: 3 clusters Score -3531073 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -3532608.250000 Penalty: 3340.420898
	Iteration 9F: 3 clusters Score -3532608 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3533657.750000 Penalty: 3340.420898
	Iteration 10Q: 3 clusters Score -3533658 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3534264.500000 Penalty: 3340.420898
	Iteration 11Q: 3 clusters Score -3534264 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3534571.750000 Penalty: 3340.420898
	Iteration 12Q: 3 clusters Score -3534572 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -3534711.500000 Penalty: 3340.420898
	Iteration 13Q: 3 clusters Score -3534712 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3534814.750000 Penalty: 3340.420898
	Iteration 14Q: 3 clusters Score -3534815 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3534873.250000 Penalty: 3340.420898
	Iteration 15Q: 3 clusters Score -3534873 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3534923.250000 Penalty: 3340.420898
	Iteration 16Q: 3 clusters Score -3534923 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -3534969.750000 Penalty: 3340.420898
	Iteration 17Q: 3 clusters Score -3534970 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -3534987.250000 Penalty: 3340.420898
	Iteration 18Q: 3 clusters Score -3534987 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3535038.750000 Penalty: 3340.420898
	Iteration 19Q: 3 clusters Score -3535039 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3535040.750000 Penalty: 3340.420898
	Iteration 20F: 3 clusters Score -3535041 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3535056.250000 Penalty: 3340.420898
	Iteration 21Q: 3 clusters Score -3535056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3535064.000000 Penalty: 3340.420898
	Iteration 22Q: 3 clusters Score -3535064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3535085.750000 Penalty: 3340.420898
	Iteration 23Q: 3 clusters Score -3535086 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3535096.750000 Penalty: 3340.420898
	Iteration 24Q: 3 clusters Score -3535097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3535101.250000 Penalty: 3340.420898
	Iteration 25Q: 3 clusters Score -3535101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3535113.000000 Penalty: 3340.420898
	Iteration 26Q: 3 clusters Score -3535113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3535131.750000 Penalty: 3340.420898
	Iteration 27Q: 3 clusters Score -3535132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3535145.000000 Penalty: 3340.420898
	Iteration 28Q: 3 clusters Score -3535145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3535153.000000 Penalty: 3340.420898
	Iteration 29Q: 3 clusters Score -3535153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3535141.000000 Penalty: 3340.420898
	Iteration 30Q: 3 clusters Score -3535141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3535149.750000 Penalty: 3340.420898
	Iteration 31Q: 3 clusters Score -3535150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3535163.500000 Penalty: 3340.420898
	Iteration 32Q: 3 clusters Score -3535164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3535181.500000 Penalty: 3340.420898
	Iteration 33Q: 3 clusters Score -3535182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3535177.000000 Penalty: 3340.420898
	Iteration 34Q: 3 clusters Score -3535177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3535178.750000 Penalty: 3340.420898
	Iteration 35Q: 3 clusters Score -3535179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3535183.500000 Penalty: 3340.420898
	Iteration 36Q: 3 clusters Score -3535184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3535183.750000 Penalty: 3340.420898
	Iteration 37Q: 3 clusters Score -3535184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3535178.000000 Penalty: 3340.420898
	Iteration 38Q: 3 clusters Score -3535178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3535189.000000 Penalty: 3340.420898
	Iteration 39Q: 3 clusters Score -3535189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3535190.750000 Penalty: 3340.420898
	Iteration 40F: 3 clusters Score -3535191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3535189.250000 Penalty: 3340.420898
	Iteration 41Q: 3 clusters Score -3535189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3535192.500000 Penalty: 3340.420898
	Iteration 42Q: 3 clusters Score -3535192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3535196.250000 Penalty: 3340.420898
	Iteration 43Q: 3 clusters Score -3535196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3535193.250000 Penalty: 3340.420898
	Iteration 44Q: 3 clusters Score -3535193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3535190.500000 Penalty: 3340.420898
	Iteration 45Q: 3 clusters Score -3535190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3535190.000000 Penalty: 3340.420898
	Iteration 46Q: 3 clusters Score -3535190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3535194.000000 Penalty: 3340.420898
	Iteration 47Q: 3 clusters Score -3535194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3535198.750000 Penalty: 3340.420898
	Iteration 48Q: 3 clusters Score -3535199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -3535204.250000 Penalty: 3340.420898
	Iteration 49Q: 3 clusters Score -3535204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3535201.000000 Penalty: 3340.420898
	Iteration 50Q: 3 clusters Score -3535201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3535201.000000 Penalty: 3340.420898
	Iteration 51F: 3 clusters Score -3535201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -15620.387695 Penalty: 820.601624
	Iteration 0F: 2 clusters Score -15620.39 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 78 members 
Entering Unmasked Estep 
Score: -15138.264648 Penalty: 1641.203247
	Iteration 0F: 3 clusters Score -15138.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15242.261719 Penalty: 1641.203247
	Iteration 1F: 3 clusters Score -15242.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -15297.056641 Penalty: 1641.203247
	Iteration 2F: 3 clusters Score -15297.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -15329.697266 Penalty: 1641.203247
	Iteration 3Q: 3 clusters Score -15329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -15336.209961 Penalty: 1641.203247
	Iteration 4Q: 3 clusters Score -15336.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -15336.209961 Penalty: 1641.203247
	Iteration 5F: 3 clusters Score -15336.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Entering Unmasked Estep 
Score: -992717.437500 Penalty: 1470.576538
	Iteration 0F: 2 clusters Score -992717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -986518.250000 Penalty: 2941.153076
	Iteration 0F: 3 clusters Score -986518.2 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -988403.750000 Penalty: 2941.153076
	Iteration 1F: 3 clusters Score -988403.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -988762.562500 Penalty: 2941.153076
	Iteration 2F: 3 clusters Score -988762.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -989172.625000 Penalty: 2941.153076
	Iteration 3F: 3 clusters Score -989172.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -989709.437500 Penalty: 2941.153076
	Iteration 4F: 3 clusters Score -989709.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -990332.937500 Penalty: 2941.153076
	Iteration 5F: 3 clusters Score -990332.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -990960.687500 Penalty: 2941.153076
	Iteration 6F: 3 clusters Score -990960.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -991453.500000 Penalty: 2941.153076
	Iteration 7F: 3 clusters Score -991453.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -991782.437500 Penalty: 2941.153076
	Iteration 8Q: 3 clusters Score -991782.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -992036.937500 Penalty: 2941.153076
	Iteration 9Q: 3 clusters Score -992036.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -992197.750000 Penalty: 2941.153076
	Iteration 10Q: 3 clusters Score -992197.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -992298.875000 Penalty: 2941.153076
	Iteration 11Q: 3 clusters Score -992298.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -992352.562500 Penalty: 2941.153076
	Iteration 12Q: 3 clusters Score -992352.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -992377.125000 Penalty: 2941.153076
	Iteration 13Q: 3 clusters Score -992377.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -992385.937500 Penalty: 2941.153076
	Iteration 14Q: 3 clusters Score -992385.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -992393.000000 Penalty: 2941.153076
	Iteration 15Q: 3 clusters Score -992393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -992398.562500 Penalty: 2941.153076
	Iteration 16Q: 3 clusters Score -992398.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -992399.562500 Penalty: 2941.153076
	Iteration 17Q: 3 clusters Score -992399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -992400.250000 Penalty: 2941.153076
	Iteration 18Q: 3 clusters Score -992400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -992400.750000 Penalty: 2941.153076
	Iteration 19Q: 3 clusters Score -992400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -992400.937500 Penalty: 2941.153076
	Iteration 20F: 3 clusters Score -992400.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53328.312500 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53328.31 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 153 members 
Entering Unmasked Estep 
Score: -52385.843750 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52385.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -52502.515625 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52502.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -52535.347656 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -52535.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52544.003906 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52544.003906 Penalty: 1881.737183
	Iteration 4F: 3 clusters Score -52544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Entering Unmasked Estep 
Score: -1935365.875000 Penalty: 1569.752319
	Iteration 0F: 2 clusters Score -1935366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1924618.375000 Penalty: 3139.504639
	Iteration 0F: 3 clusters Score -1924618 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1928342.125000 Penalty: 3139.504639
	Iteration 1F: 3 clusters Score -1928342 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1928689.875000 Penalty: 3139.504639
	Iteration 2F: 3 clusters Score -1928690 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1928972.125000 Penalty: 3139.504639
	Iteration 3F: 3 clusters Score -1928972 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1929224.125000 Penalty: 3139.504639
	Iteration 4Q: 3 clusters Score -1929224 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1929536.000000 Penalty: 3139.504639
	Iteration 5Q: 3 clusters Score -1929536 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1929934.625000 Penalty: 3139.504639
	Iteration 6Q: 3 clusters Score -1929935 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1930421.000000 Penalty: 3139.504639
	Iteration 7F: 3 clusters Score -1930421 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1930991.875000 Penalty: 3139.504639
	Iteration 8F: 3 clusters Score -1930992 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1931607.625000 Penalty: 3139.504639
	Iteration 9F: 3 clusters Score -1931608 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1932209.875000 Penalty: 3139.504639
	Iteration 10F: 3 clusters Score -1932210 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1932786.750000 Penalty: 3139.504639
	Iteration 11Q: 3 clusters Score -1932787 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1933173.750000 Penalty: 3139.504639
	Iteration 12Q: 3 clusters Score -1933174 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1933474.875000 Penalty: 3139.504639
	Iteration 13Q: 3 clusters Score -1933475 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1933651.500000 Penalty: 3139.504639
	Iteration 14Q: 3 clusters Score -1933652 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1933776.000000 Penalty: 3139.504639
	Iteration 15Q: 3 clusters Score -1933776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1933856.125000 Penalty: 3139.504639
	Iteration 16Q: 3 clusters Score -1933856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1933909.875000 Penalty: 3139.504639
	Iteration 17Q: 3 clusters Score -1933910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1933938.125000 Penalty: 3139.504639
	Iteration 18Q: 3 clusters Score -1933938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1933978.625000 Penalty: 3139.504639
	Iteration 19Q: 3 clusters Score -1933979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1933996.625000 Penalty: 3139.504639
	Iteration 20F: 3 clusters Score -1933997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1934007.125000 Penalty: 3139.504639
	Iteration 21Q: 3 clusters Score -1934007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1934015.625000 Penalty: 3139.504639
	Iteration 22Q: 3 clusters Score -1934016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1934023.375000 Penalty: 3139.504639
	Iteration 23Q: 3 clusters Score -1934023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1934038.250000 Penalty: 3139.504639
	Iteration 24Q: 3 clusters Score -1934038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1934043.000000 Penalty: 3139.504639
	Iteration 25Q: 3 clusters Score -1934043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1934048.750000 Penalty: 3139.504639
	Iteration 26Q: 3 clusters Score -1934049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1934055.375000 Penalty: 3139.504639
	Iteration 27Q: 3 clusters Score -1934055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1934055.375000 Penalty: 3139.504639
	Iteration 28F: 3 clusters Score -1934055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Entering Unmasked Estep 
Score: -3514807.250000 Penalty: 1664.103638
	Iteration 0F: 2 clusters Score -3514807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3497359.000000 Penalty: 3328.207275
	Iteration 0F: 3 clusters Score -3497359 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3504172.500000 Penalty: 3328.207275
	Iteration 1F: 3 clusters Score -3504172 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3504456.000000 Penalty: 3328.207275
	Iteration 2Q: 3 clusters Score -3504456 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3504714.000000 Penalty: 3328.207275
	Iteration 3Q: 3 clusters Score -3504714 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3504982.250000 Penalty: 3328.207275
	Iteration 4Q: 3 clusters Score -3504982 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3505328.250000 Penalty: 3328.207275
	Iteration 5Q: 3 clusters Score -3505328 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -3505911.250000 Penalty: 3328.207275
	Iteration 6Q: 3 clusters Score -3505911 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3506846.000000 Penalty: 3328.207275
	Iteration 7F: 3 clusters Score -3506846 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3508440.000000 Penalty: 3328.207275
	Iteration 8F: 3 clusters Score -3508440 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -3510344.000000 Penalty: 3328.207275
	Iteration 9F: 3 clusters Score -3510344 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3511795.500000 Penalty: 3328.207275
	Iteration 10F: 3 clusters Score -3511796 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3512615.500000 Penalty: 3328.207275
	Iteration 11Q: 3 clusters Score -3512616 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3513008.250000 Penalty: 3328.207275
	Iteration 12Q: 3 clusters Score -3513008 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -3513179.000000 Penalty: 3328.207275
	Iteration 13Q: 3 clusters Score -3513179 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3513279.250000 Penalty: 3328.207275
	Iteration 14Q: 3 clusters Score -3513279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3513321.000000 Penalty: 3328.207275
	Iteration 15Q: 3 clusters Score -3513321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3513355.750000 Penalty: 3328.207275
	Iteration 16Q: 3 clusters Score -3513356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3513369.500000 Penalty: 3328.207275
	Iteration 17Q: 3 clusters Score -3513370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3513371.500000 Penalty: 3328.207275
	Iteration 18Q: 3 clusters Score -3513372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3513376.250000 Penalty: 3328.207275
	Iteration 19Q: 3 clusters Score -3513376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3513389.500000 Penalty: 3328.207275
	Iteration 20F: 3 clusters Score -3513390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3513390.000000 Penalty: 3328.207275
	Iteration 21Q: 3 clusters Score -3513390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3513390.000000 Penalty: 3328.207275
	Iteration 22F: 3 clusters Score -3513390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21856 members 
Mstep: Class 3 contains 10439 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26081 members 
Mstep: Class 6 contains 2254 members 
Mstep: Class 8 contains 38342 members 
Mstep: Class 9 contains 37196 members 
Mstep: Class 12 contains 29092 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8516 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15678 members 
Mstep: Class 19 contains 28019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441996.000000 Penalty: 27982.333984
Iteration 199Q: 15 clusters Score -2.6442e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21855 members 
Mstep: Class 3 contains 10445 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26079 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 8 contains 38264 members 
Mstep: Class 9 contains 37201 members 
Mstep: Class 12 contains 29124 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8523 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15692 members 
Mstep: Class 19 contains 28029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441972.000000 Penalty: 27982.333984
Iteration 200F: 15 clusters Score -2.644197e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21857 members 
Mstep: Class 3 contains 10456 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26078 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 8 contains 38190 members 
Mstep: Class 9 contains 37212 members 
Mstep: Class 12 contains 29149 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8527 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15703 members 
Mstep: Class 19 contains 28036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441994.000000 Penalty: 27982.333984
Iteration 201Q: 15 clusters Score -2.644199e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21852 members 
Mstep: Class 3 contains 10462 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 26074 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 8 contains 38119 members 
Mstep: Class 9 contains 37209 members 
Mstep: Class 12 contains 29200 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8536 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 19 contains 28047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441922.000000 Penalty: 27982.333984
Iteration 202Q: 15 clusters Score -2.644192e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21847 members 
Mstep: Class 3 contains 10470 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26069 members 
Mstep: Class 6 contains 2276 members 
Mstep: Class 8 contains 38027 members 
Mstep: Class 9 contains 37208 members 
Mstep: Class 12 contains 29260 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8549 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15709 members 
Mstep: Class 19 contains 28059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441960.000000 Penalty: 27982.333984
Iteration 203Q: 15 clusters Score -2.644196e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21845 members 
Mstep: Class 3 contains 10477 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26062 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 8 contains 37948 members 
Mstep: Class 9 contains 37199 members 
Mstep: Class 12 contains 29328 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15709 members 
Mstep: Class 19 contains 28065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441950.000000 Penalty: 27982.333984
Iteration 204Q: 15 clusters Score -2.644195e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21847 members 
Mstep: Class 3 contains 10486 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26051 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 8 contains 37881 members 
Mstep: Class 9 contains 37200 members 
Mstep: Class 12 contains 29381 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15708 members 
Mstep: Class 19 contains 28068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441974.000000 Penalty: 27982.333984
Iteration 205Q: 15 clusters Score -2.644197e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21856 members 
Mstep: Class 3 contains 10488 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26033 members 
Mstep: Class 6 contains 2280 members 
Mstep: Class 8 contains 37836 members 
Mstep: Class 9 contains 37196 members 
Mstep: Class 12 contains 29423 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8575 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15716 members 
Mstep: Class 19 contains 28070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442024.000000 Penalty: 27982.333984
Iteration 206Q: 15 clusters Score -2.644202e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21866 members 
Mstep: Class 3 contains 10495 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26036 members 
Mstep: Class 6 contains 2280 members 
Mstep: Class 8 contains 37762 members 
Mstep: Class 9 contains 37210 members 
Mstep: Class 12 contains 29461 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8588 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15712 members 
Mstep: Class 19 contains 28063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441994.000000 Penalty: 27982.333984
Iteration 207Q: 15 clusters Score -2.644199e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21873 members 
Mstep: Class 3 contains 10500 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 26037 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 8 contains 37693 members 
Mstep: Class 9 contains 37222 members 
Mstep: Class 12 contains 29480 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8600 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15723 members 
Mstep: Class 19 contains 28065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442028.000000 Penalty: 27982.333984
Iteration 208Q: 15 clusters Score -2.644203e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21880 members 
Mstep: Class 3 contains 10508 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26026 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 8 contains 37632 members 
Mstep: Class 9 contains 37253 members 
Mstep: Class 12 contains 29491 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8607 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15738 members 
Mstep: Class 19 contains 28059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442046.000000 Penalty: 27982.333984
Iteration 209Q: 15 clusters Score -2.644205e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21872 members 
Mstep: Class 3 contains 10518 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26020 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 8 contains 37589 members 
Mstep: Class 9 contains 37290 members 
Mstep: Class 12 contains 29493 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8610 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 19 contains 28047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441998.000000 Penalty: 27982.333984
Iteration 210Q: 15 clusters Score -2.6442e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21871 members 
Mstep: Class 3 contains 10524 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26005 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 8 contains 37549 members 
Mstep: Class 9 contains 37333 members 
Mstep: Class 12 contains 29485 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8615 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15757 members 
Mstep: Class 19 contains 28047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442020.000000 Penalty: 27982.333984
Iteration 211Q: 15 clusters Score -2.644202e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21865 members 
Mstep: Class 3 contains 10532 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26009 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 8 contains 37501 members 
Mstep: Class 9 contains 37377 members 
Mstep: Class 12 contains 29460 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8621 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15770 members 
Mstep: Class 19 contains 28047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442022.000000 Penalty: 27982.333984
Iteration 212Q: 15 clusters Score -2.644202e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21867 members 
Mstep: Class 3 contains 10537 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26017 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 8 contains 37457 members 
Mstep: Class 9 contains 37419 members 
Mstep: Class 12 contains 29425 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8628 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15779 members 
Mstep: Class 19 contains 28051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442068.000000 Penalty: 27982.333984
Iteration 213Q: 15 clusters Score -2.644207e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21864 members 
Mstep: Class 3 contains 10548 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26021 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 8 contains 37422 members 
Mstep: Class 9 contains 37471 members 
Mstep: Class 12 contains 29376 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8629 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15793 members 
Mstep: Class 19 contains 28053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442088.000000 Penalty: 27982.333984
Iteration 214Q: 15 clusters Score -2.644209e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21864 members 
Mstep: Class 3 contains 10561 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26012 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 8 contains 37407 members 
Mstep: Class 9 contains 37542 members 
Mstep: Class 12 contains 29316 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8632 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15808 members 
Mstep: Class 19 contains 28032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442128.000000 Penalty: 27982.333984
Iteration 215Q: 15 clusters Score -2.644213e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21869 members 
Mstep: Class 3 contains 10572 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26012 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 8 contains 37371 members 
Mstep: Class 9 contains 37629 members 
Mstep: Class 12 contains 29239 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8636 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15824 members 
Mstep: Class 19 contains 28023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442054.000000 Penalty: 27982.333984
Iteration 216Q: 15 clusters Score -2.644205e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21874 members 
Mstep: Class 3 contains 10586 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26013 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 8 contains 37320 members 
Mstep: Class 9 contains 37704 members 
Mstep: Class 12 contains 29205 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8634 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 19 contains 28001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442124.000000 Penalty: 27982.333984
Iteration 217Q: 15 clusters Score -2.644212e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21880 members 
Mstep: Class 3 contains 10594 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 26006 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 8 contains 37266 members 
Mstep: Class 9 contains 37769 members 
Mstep: Class 12 contains 29183 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8631 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 19 contains 28002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442212.000000 Penalty: 27982.333984
Iteration 218Q: 15 clusters Score -2.644221e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21884 members 
Mstep: Class 3 contains 10597 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 26005 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 37218 members 
Mstep: Class 9 contains 37832 members 
Mstep: Class 12 contains 29154 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8634 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 19 contains 28004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442258.000000 Penalty: 27982.333984
Iteration 219Q: 15 clusters Score -2.644226e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21896 members 
Mstep: Class 3 contains 10609 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 26006 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 37166 members 
Mstep: Class 9 contains 37880 members 
Mstep: Class 12 contains 29149 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8634 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15833 members 
Mstep: Class 19 contains 27992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442246.000000 Penalty: 27982.333984
Iteration 220F: 15 clusters Score -2.644225e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21905 members 
Mstep: Class 3 contains 10616 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 26005 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 37113 members 
Mstep: Class 9 contains 37943 members 
Mstep: Class 12 contains 29138 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8637 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15840 members 
Mstep: Class 19 contains 27969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442212.000000 Penalty: 27982.333984
Iteration 221Q: 15 clusters Score -2.644221e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21917 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 26000 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 8 contains 37083 members 
Mstep: Class 9 contains 37990 members 
Mstep: Class 12 contains 29119 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8639 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15858 members 
Mstep: Class 19 contains 27946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442292.000000 Penalty: 27982.333984
Iteration 222Q: 15 clusters Score -2.644229e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21921 members 
Mstep: Class 3 contains 10632 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25995 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 8 contains 37031 members 
Mstep: Class 9 contains 38050 members 
Mstep: Class 12 contains 29098 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8643 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15879 members 
Mstep: Class 19 contains 27921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442352.000000 Penalty: 27982.333984
Iteration 223Q: 15 clusters Score -2.644235e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21926 members 
Mstep: Class 3 contains 10645 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 8 contains 36969 members 
Mstep: Class 9 contains 38106 members 
Mstep: Class 12 contains 29084 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8648 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15899 members 
Mstep: Class 19 contains 27914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442368.000000 Penalty: 27982.333984
Iteration 224Q: 15 clusters Score -2.644237e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21935 members 
Mstep: Class 3 contains 10655 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25963 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 36892 members 
Mstep: Class 9 contains 38160 members 
Mstep: Class 12 contains 29091 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8649 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15908 members 
Mstep: Class 19 contains 27911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442352.000000 Penalty: 27982.333984
Iteration 225Q: 15 clusters Score -2.644235e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21941 members 
Mstep: Class 3 contains 10666 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25945 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 36816 members 
Mstep: Class 9 contains 38216 members 
Mstep: Class 12 contains 29097 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8652 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 19 contains 27908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442338.000000 Penalty: 27982.333984
Iteration 226Q: 15 clusters Score -2.644234e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21949 members 
Mstep: Class 3 contains 10683 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25915 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 8 contains 36742 members 
Mstep: Class 9 contains 38268 members 
Mstep: Class 12 contains 29122 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8657 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15941 members 
Mstep: Class 19 contains 27883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442296.000000 Penalty: 27982.333984
Iteration 227Q: 15 clusters Score -2.64423e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21953 members 
Mstep: Class 3 contains 10698 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 25905 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 8 contains 36682 members 
Mstep: Class 9 contains 38331 members 
Mstep: Class 12 contains 29109 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8657 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 19 contains 27863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442354.000000 Penalty: 27982.333984
Iteration 228Q: 15 clusters Score -2.644235e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21962 members 
Mstep: Class 3 contains 10714 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 25905 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 36598 members 
Mstep: Class 9 contains 38379 members 
Mstep: Class 12 contains 29139 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8660 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15961 members 
Mstep: Class 19 contains 27842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442376.000000 Penalty: 27982.333984
Iteration 229Q: 15 clusters Score -2.644238e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21970 members 
Mstep: Class 3 contains 10723 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25899 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 36540 members 
Mstep: Class 9 contains 38434 members 
Mstep: Class 12 contains 29161 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8660 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15967 members 
Mstep: Class 19 contains 27810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442368.000000 Penalty: 27982.333984
Iteration 230Q: 15 clusters Score -2.644237e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21977 members 
Mstep: Class 3 contains 10728 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25914 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 8 contains 36470 members 
Mstep: Class 9 contains 38473 members 
Mstep: Class 12 contains 29170 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8660 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15974 members 
Mstep: Class 19 contains 27796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442418.000000 Penalty: 27982.333984
Iteration 231Q: 15 clusters Score -2.644242e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21985 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25918 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 8 contains 36382 members 
Mstep: Class 9 contains 38512 members 
Mstep: Class 12 contains 29194 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8660 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 15989 members 
Mstep: Class 19 contains 27781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442490.000000 Penalty: 27982.333984
Iteration 232Q: 15 clusters Score -2.644249e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21989 members 
Mstep: Class 3 contains 10749 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 25915 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 36265 members 
Mstep: Class 9 contains 38561 members 
Mstep: Class 12 contains 29236 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8658 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16012 members 
Mstep: Class 19 contains 27775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442460.000000 Penalty: 27982.333984
Iteration 233Q: 15 clusters Score -2.644246e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21989 members 
Mstep: Class 3 contains 10756 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 25912 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 8 contains 36180 members 
Mstep: Class 9 contains 38603 members 
Mstep: Class 12 contains 29264 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8661 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16029 members 
Mstep: Class 19 contains 27768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442492.000000 Penalty: 27982.333984
Iteration 234Q: 15 clusters Score -2.644249e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21994 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 25899 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 8 contains 36083 members 
Mstep: Class 9 contains 38632 members 
Mstep: Class 12 contains 29298 members 
Mstep: Class 14 contains 156 members 
Mstep: Class 15 contains 8665 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16046 members 
Mstep: Class 19 contains 27778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442428.000000 Penalty: 27982.333984
Iteration 235Q: 15 clusters Score -2.644243e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22001 members 
Mstep: Class 3 contains 10787 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 25909 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 8 contains 35982 members 
Mstep: Class 9 contains 38643 members 
Mstep: Class 12 contains 29331 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8675 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16061 members 
Mstep: Class 19 contains 27776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442330.000000 Penalty: 27982.333984
Iteration 236Q: 15 clusters Score -2.644233e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22006 members 
Mstep: Class 3 contains 10801 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 25918 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 8 contains 35897 members 
Mstep: Class 9 contains 38637 members 
Mstep: Class 12 contains 29372 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8681 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16067 members 
Mstep: Class 19 contains 27788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442268.000000 Penalty: 27982.333984
Iteration 237Q: 15 clusters Score -2.644227e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22007 members 
Mstep: Class 3 contains 10813 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 25933 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 8 contains 35814 members 
Mstep: Class 9 contains 38638 members 
Mstep: Class 12 contains 29428 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8682 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16072 members 
Mstep: Class 19 contains 27782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442208.000000 Penalty: 27982.333984
Iteration 238Q: 15 clusters Score -2.644221e+07 nChanged 351
Entering ConstructFrom: 
Score: -26442208.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (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: -34341.457031 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -34341.46 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 173 members 
Entering Unmasked Estep 
Score: -33434.804688 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -33434.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33564.343750 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -33564.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33605.304688 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -33605.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33612.042969 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -33612.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33624.257812 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -33624.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33629.339844 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -33629.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33631.320312 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -33631.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33635.886719 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -33635.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33639.210938 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -33639.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33639.210938 Penalty: 1890.561035
	Iteration 9F: 3 clusters Score -33639.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Entering Unmasked Estep 
Score: -2715717.250000 Penalty: 1624.952271
	Iteration 0F: 2 clusters Score -2715717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2700799.250000 Penalty: 3249.904541
	Iteration 0F: 3 clusters Score -2700799 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2706262.500000 Penalty: 3249.904541
	Iteration 1F: 3 clusters Score -2706262 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2706567.000000 Penalty: 3249.904541
	Iteration 2Q: 3 clusters Score -2706567 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2706844.500000 Penalty: 3249.904541
	Iteration 3Q: 3 clusters Score -2706844 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2707107.250000 Penalty: 3249.904541
	Iteration 4Q: 3 clusters Score -2707107 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2707358.000000 Penalty: 3249.904541
	Iteration 5Q: 3 clusters Score -2707358 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2707642.750000 Penalty: 3249.904541
	Iteration 6Q: 3 clusters Score -2707643 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2707977.000000 Penalty: 3249.904541
	Iteration 7Q: 3 clusters Score -2707977 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2708389.000000 Penalty: 3249.904541
	Iteration 8Q: 3 clusters Score -2708389 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2708877.500000 Penalty: 3249.904541
	Iteration 9Q: 3 clusters Score -2708878 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2709360.000000 Penalty: 3249.904541
	Iteration 10Q: 3 clusters Score -2709360 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2709861.000000 Penalty: 3249.904541
	Iteration 11Q: 3 clusters Score -2709861 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2710398.000000 Penalty: 3249.904541
	Iteration 12Q: 3 clusters Score -2710398 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2710880.500000 Penalty: 3249.904541
	Iteration 13Q: 3 clusters Score -2710880 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2711301.250000 Penalty: 3249.904541
	Iteration 14Q: 3 clusters Score -2711301 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2711585.500000 Penalty: 3249.904541
	Iteration 15Q: 3 clusters Score -2711586 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2711793.750000 Penalty: 3249.904541
	Iteration 16Q: 3 clusters Score -2711794 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2711938.250000 Penalty: 3249.904541
	Iteration 17Q: 3 clusters Score -2711938 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2712056.750000 Penalty: 3249.904541
	Iteration 18Q: 3 clusters Score -2712057 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2712165.250000 Penalty: 3249.904541
	Iteration 19Q: 3 clusters Score -2712165 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2712260.000000 Penalty: 3249.904541
	Iteration 20F: 3 clusters Score -2712260 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2712376.000000 Penalty: 3249.904541
	Iteration 21Q: 3 clusters Score -2712376 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2712491.250000 Penalty: 3249.904541
	Iteration 22Q: 3 clusters Score -2712491 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2712640.250000 Penalty: 3249.904541
	Iteration 23Q: 3 clusters Score -2712640 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2712778.750000 Penalty: 3249.904541
	Iteration 24Q: 3 clusters Score -2712779 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2712937.250000 Penalty: 3249.904541
	Iteration 25Q: 3 clusters Score -2712937 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2713067.750000 Penalty: 3249.904541
	Iteration 26Q: 3 clusters Score -2713068 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2713164.750000 Penalty: 3249.904541
	Iteration 27Q: 3 clusters Score -2713165 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2713242.000000 Penalty: 3249.904541
	Iteration 28Q: 3 clusters Score -2713242 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2713293.500000 Penalty: 3249.904541
	Iteration 29Q: 3 clusters Score -2713294 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2713343.000000 Penalty: 3249.904541
	Iteration 30Q: 3 clusters Score -2713343 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2713378.000000 Penalty: 3249.904541
	Iteration 31Q: 3 clusters Score -2713378 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2713421.000000 Penalty: 3249.904541
	Iteration 32Q: 3 clusters Score -2713421 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2713458.500000 Penalty: 3249.904541
	Iteration 33Q: 3 clusters Score -2713458 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2713487.750000 Penalty: 3249.904541
	Iteration 34Q: 3 clusters Score -2713488 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2713521.000000 Penalty: 3249.904541
	Iteration 35Q: 3 clusters Score -2713521 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2713550.000000 Penalty: 3249.904541
	Iteration 36Q: 3 clusters Score -2713550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2713575.500000 Penalty: 3249.904541
	Iteration 37Q: 3 clusters Score -2713576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2713596.500000 Penalty: 3249.904541
	Iteration 38Q: 3 clusters Score -2713596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2713609.250000 Penalty: 3249.904541
	Iteration 39Q: 3 clusters Score -2713609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2713628.500000 Penalty: 3249.904541
	Iteration 40F: 3 clusters Score -2713628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2713644.750000 Penalty: 3249.904541
	Iteration 41Q: 3 clusters Score -2713645 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2713679.250000 Penalty: 3249.904541
	Iteration 42Q: 3 clusters Score -2713679 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2713711.000000 Penalty: 3249.904541
	Iteration 43Q: 3 clusters Score -2713711 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2713744.750000 Penalty: 3249.904541
	Iteration 44Q: 3 clusters Score -2713745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2713774.250000 Penalty: 3249.904541
	Iteration 45Q: 3 clusters Score -2713774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2713802.000000 Penalty: 3249.904541
	Iteration 46Q: 3 clusters Score -2713802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2713833.000000 Penalty: 3249.904541
	Iteration 47Q: 3 clusters Score -2713833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2713855.000000 Penalty: 3249.904541
	Iteration 48Q: 3 clusters Score -2713855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2713875.000000 Penalty: 3249.904541
	Iteration 49Q: 3 clusters Score -2713875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2713888.750000 Penalty: 3249.904541
	Iteration 50Q: 3 clusters Score -2713889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2713914.250000 Penalty: 3249.904541
	Iteration 51Q: 3 clusters Score -2713914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2713942.250000 Penalty: 3249.904541
	Iteration 52Q: 3 clusters Score -2713942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2713968.750000 Penalty: 3249.904541
	Iteration 53Q: 3 clusters Score -2713969 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2714001.000000 Penalty: 3249.904541
	Iteration 54Q: 3 clusters Score -2714001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2714022.250000 Penalty: 3249.904541
	Iteration 55Q: 3 clusters Score -2714022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2714037.750000 Penalty: 3249.904541
	Iteration 56Q: 3 clusters Score -2714038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2714044.500000 Penalty: 3249.904541
	Iteration 57Q: 3 clusters Score -2714044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2714062.750000 Penalty: 3249.904541
	Iteration 58Q: 3 clusters Score -2714063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2714078.000000 Penalty: 3249.904541
	Iteration 59Q: 3 clusters Score -2714078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2714095.000000 Penalty: 3249.904541
	Iteration 60F: 3 clusters Score -2714095 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2714117.500000 Penalty: 3249.904541
	Iteration 61Q: 3 clusters Score -2714118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2714131.750000 Penalty: 3249.904541
	Iteration 62Q: 3 clusters Score -2714132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2714148.250000 Penalty: 3249.904541
	Iteration 63Q: 3 clusters Score -2714148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2714161.000000 Penalty: 3249.904541
	Iteration 64Q: 3 clusters Score -2714161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2714186.750000 Penalty: 3249.904541
	Iteration 65Q: 3 clusters Score -2714187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2714201.250000 Penalty: 3249.904541
	Iteration 66Q: 3 clusters Score -2714201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2714214.250000 Penalty: 3249.904541
	Iteration 67Q: 3 clusters Score -2714214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2714221.750000 Penalty: 3249.904541
	Iteration 68Q: 3 clusters Score -2714222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2714223.250000 Penalty: 3249.904541
	Iteration 69Q: 3 clusters Score -2714223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2714229.500000 Penalty: 3249.904541
	Iteration 70Q: 3 clusters Score -2714230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2714241.250000 Penalty: 3249.904541
	Iteration 71Q: 3 clusters Score -2714241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2714243.750000 Penalty: 3249.904541
	Iteration 72Q: 3 clusters Score -2714244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2714244.750000 Penalty: 3249.904541
	Iteration 73Q: 3 clusters Score -2714245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2714249.500000 Penalty: 3249.904541
	Iteration 74Q: 3 clusters Score -2714250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2714254.250000 Penalty: 3249.904541
	Iteration 75Q: 3 clusters Score -2714254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2714254.750000 Penalty: 3249.904541
	Iteration 76Q: 3 clusters Score -2714255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2714257.000000 Penalty: 3249.904541
	Iteration 77Q: 3 clusters Score -2714257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2714259.500000 Penalty: 3249.904541
	Iteration 78Q: 3 clusters Score -2714260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2714264.250000 Penalty: 3249.904541
	Iteration 79Q: 3 clusters Score -2714264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2714265.000000 Penalty: 3249.904541
	Iteration 80F: 3 clusters Score -2714265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2714266.500000 Penalty: 3249.904541
	Iteration 81Q: 3 clusters Score -2714266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2714268.250000 Penalty: 3249.904541
	Iteration 82Q: 3 clusters Score -2714268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2714267.500000 Penalty: 3249.904541
	Iteration 83Q: 3 clusters Score -2714268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2714271.500000 Penalty: 3249.904541
	Iteration 84Q: 3 clusters Score -2714272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2714273.250000 Penalty: 3249.904541
	Iteration 85Q: 3 clusters Score -2714273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2714278.750000 Penalty: 3249.904541
	Iteration 86Q: 3 clusters Score -2714279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2714277.250000 Penalty: 3249.904541
	Iteration 87Q: 3 clusters Score -2714277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2714278.000000 Penalty: 3249.904541
	Iteration 88Q: 3 clusters Score -2714278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2714277.500000 Penalty: 3249.904541
	Iteration 89Q: 3 clusters Score -2714278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2714277.000000 Penalty: 3249.904541
	Iteration 90Q: 3 clusters Score -2714277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2714278.250000 Penalty: 3249.904541
	Iteration 91Q: 3 clusters Score -2714278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2714280.250000 Penalty: 3249.904541
	Iteration 92Q: 3 clusters Score -2714280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2714283.500000 Penalty: 3249.904541
	Iteration 93Q: 3 clusters Score -2714284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2714281.250000 Penalty: 3249.904541
	Iteration 94Q: 3 clusters Score -2714281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2714284.250000 Penalty: 3249.904541
	Iteration 95Q: 3 clusters Score -2714284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2714284.500000 Penalty: 3249.904541
	Iteration 96Q: 3 clusters Score -2714284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2714284.250000 Penalty: 3249.904541
	Iteration 97Q: 3 clusters Score -2714284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2714285.000000 Penalty: 3249.904541
	Iteration 98Q: 3 clusters Score -2714285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2714288.750000 Penalty: 3249.904541
	Iteration 99Q: 3 clusters Score -2714289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2714290.750000 Penalty: 3249.904541
	Iteration 100F: 3 clusters Score -2714291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2714290.250000 Penalty: 3249.904541
	Iteration 101Q: 3 clusters Score -2714290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2714287.750000 Penalty: 3249.904541
	Iteration 102Q: 3 clusters Score -2714288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2714289.750000 Penalty: 3249.904541
	Iteration 103Q: 3 clusters Score -2714290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2714293.000000 Penalty: 3249.904541
	Iteration 104Q: 3 clusters Score -2714293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2714293.000000 Penalty: 3249.904541
	Iteration 105Q: 3 clusters Score -2714293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2714295.250000 Penalty: 3249.904541
	Iteration 106Q: 3 clusters Score -2714295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2714294.750000 Penalty: 3249.904541
	Iteration 107Q: 3 clusters Score -2714295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2714293.750000 Penalty: 3249.904541
	Iteration 108Q: 3 clusters Score -2714294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2714295.250000 Penalty: 3249.904541
	Iteration 109Q: 3 clusters Score -2714295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2714294.750000 Penalty: 3249.904541
	Iteration 110Q: 3 clusters Score -2714295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2714293.750000 Penalty: 3249.904541
	Iteration 111Q: 3 clusters Score -2714294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2714295.250000 Penalty: 3249.904541
	Iteration 112Q: 3 clusters Score -2714295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2714296.000000 Penalty: 3249.904541
	Iteration 113Q: 3 clusters Score -2714296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2714298.500000 Penalty: 3249.904541
	Iteration 114Q: 3 clusters Score -2714298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2714298.250000 Penalty: 3249.904541
	Iteration 115Q: 3 clusters Score -2714298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2714299.000000 Penalty: 3249.904541
	Iteration 116Q: 3 clusters Score -2714299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2714300.250000 Penalty: 3249.904541
	Iteration 117Q: 3 clusters Score -2714300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2714298.750000 Penalty: 3249.904541
	Iteration 118Q: 3 clusters Score -2714299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2714295.500000 Penalty: 3249.904541
	Iteration 119Q: 3 clusters Score -2714296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2714302.750000 Penalty: 3249.904541
	Iteration 120F: 3 clusters Score -2714303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2714301.500000 Penalty: 3249.904541
	Iteration 121Q: 3 clusters Score -2714302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2714302.500000 Penalty: 3249.904541
	Iteration 122Q: 3 clusters Score -2714302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2714302.500000 Penalty: 3249.904541
	Iteration 123F: 3 clusters Score -2714302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Entering Unmasked Estep 
Score: -1323156.375000 Penalty: 1509.757202
	Iteration 0F: 2 clusters Score -1323156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1315470.000000 Penalty: 3019.514404
	Iteration 0F: 3 clusters Score -1315470 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1317982.625000 Penalty: 3019.514404
	Iteration 1F: 3 clusters Score -1317983 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1318146.125000 Penalty: 3019.514404
	Iteration 2Q: 3 clusters Score -1318146 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1318258.125000 Penalty: 3019.514404
	Iteration 3Q: 3 clusters Score -1318258 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1318364.000000 Penalty: 3019.514404
	Iteration 4Q: 3 clusters Score -1318364 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1318488.875000 Penalty: 3019.514404
	Iteration 5Q: 3 clusters Score -1318489 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1318624.000000 Penalty: 3019.514404
	Iteration 6Q: 3 clusters Score -1318624 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1318789.500000 Penalty: 3019.514404
	Iteration 7Q: 3 clusters Score -1318790 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1318997.625000 Penalty: 3019.514404
	Iteration 8Q: 3 clusters Score -1318998 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1319266.250000 Penalty: 3019.514404
	Iteration 9Q: 3 clusters Score -1319266 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1319615.250000 Penalty: 3019.514404
	Iteration 10Q: 3 clusters Score -1319615 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1320044.125000 Penalty: 3019.514404
	Iteration 11F: 3 clusters Score -1320044 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1320481.125000 Penalty: 3019.514404
	Iteration 12F: 3 clusters Score -1320481 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1320892.625000 Penalty: 3019.514404
	Iteration 13Q: 3 clusters Score -1320893 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1321194.625000 Penalty: 3019.514404
	Iteration 14Q: 3 clusters Score -1321195 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1321427.125000 Penalty: 3019.514404
	Iteration 15Q: 3 clusters Score -1321427 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1321564.375000 Penalty: 3019.514404
	Iteration 16Q: 3 clusters Score -1321564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1321673.750000 Penalty: 3019.514404
	Iteration 17Q: 3 clusters Score -1321674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1321750.125000 Penalty: 3019.514404
	Iteration 18Q: 3 clusters Score -1321750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1321781.125000 Penalty: 3019.514404
	Iteration 19Q: 3 clusters Score -1321781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1321800.500000 Penalty: 3019.514404
	Iteration 20F: 3 clusters Score -1321800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1321813.375000 Penalty: 3019.514404
	Iteration 21Q: 3 clusters Score -1321813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1321818.750000 Penalty: 3019.514404
	Iteration 22Q: 3 clusters Score -1321819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1321823.500000 Penalty: 3019.514404
	Iteration 23Q: 3 clusters Score -1321824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1321829.375000 Penalty: 3019.514404
	Iteration 24Q: 3 clusters Score -1321829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1321832.625000 Penalty: 3019.514404
	Iteration 25Q: 3 clusters Score -1321833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1321836.125000 Penalty: 3019.514404
	Iteration 26Q: 3 clusters Score -1321836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1321842.000000 Penalty: 3019.514404
	Iteration 27Q: 3 clusters Score -1321842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1321845.875000 Penalty: 3019.514404
	Iteration 28Q: 3 clusters Score -1321846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1321856.125000 Penalty: 3019.514404
	Iteration 29Q: 3 clusters Score -1321856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1321858.125000 Penalty: 3019.514404
	Iteration 30Q: 3 clusters Score -1321858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1321860.125000 Penalty: 3019.514404
	Iteration 31Q: 3 clusters Score -1321860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1321860.500000 Penalty: 3019.514404
	Iteration 32Q: 3 clusters Score -1321860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1321862.250000 Penalty: 3019.514404
	Iteration 33Q: 3 clusters Score -1321862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1321868.000000 Penalty: 3019.514404
	Iteration 34Q: 3 clusters Score -1321868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1321868.250000 Penalty: 3019.514404
	Iteration 35Q: 3 clusters Score -1321868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1321872.125000 Penalty: 3019.514404
	Iteration 36Q: 3 clusters Score -1321872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1321875.625000 Penalty: 3019.514404
	Iteration 37Q: 3 clusters Score -1321876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1321884.000000 Penalty: 3019.514404
	Iteration 38Q: 3 clusters Score -1321884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1321894.875000 Penalty: 3019.514404
	Iteration 39Q: 3 clusters Score -1321895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1321896.875000 Penalty: 3019.514404
	Iteration 40F: 3 clusters Score -1321897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1321906.500000 Penalty: 3019.514404
	Iteration 41Q: 3 clusters Score -1321906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1321908.125000 Penalty: 3019.514404
	Iteration 42Q: 3 clusters Score -1321908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1321912.750000 Penalty: 3019.514404
	Iteration 43Q: 3 clusters Score -1321913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1321912.750000 Penalty: 3019.514404
	Iteration 44Q: 3 clusters Score -1321913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1321913.125000 Penalty: 3019.514404
	Iteration 45Q: 3 clusters Score -1321913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1321913.125000 Penalty: 3019.514404
	Iteration 46F: 3 clusters Score -1321913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -158916.406250 Penalty: 1174.259033
	Iteration 0F: 2 clusters Score -158916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -157249.609375 Penalty: 2348.518066
	Iteration 0F: 3 clusters Score -157249.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -157555.906250 Penalty: 2348.518066
	Iteration 1F: 3 clusters Score -157555.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -157628.406250 Penalty: 2348.518066
	Iteration 2F: 3 clusters Score -157628.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -157672.000000 Penalty: 2348.518066
	Iteration 3Q: 3 clusters Score -157672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -157699.015625 Penalty: 2348.518066
	Iteration 4Q: 3 clusters Score -157699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -157720.734375 Penalty: 2348.518066
	Iteration 5Q: 3 clusters Score -157720.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -157739.718750 Penalty: 2348.518066
	Iteration 6Q: 3 clusters Score -157739.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -157757.187500 Penalty: 2348.518066
	Iteration 7Q: 3 clusters Score -157757.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -157774.906250 Penalty: 2348.518066
	Iteration 8Q: 3 clusters Score -157774.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -157795.625000 Penalty: 2348.518066
	Iteration 9Q: 3 clusters Score -157795.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -157807.812500 Penalty: 2348.518066
	Iteration 10Q: 3 clusters Score -157807.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157818.640625 Penalty: 2348.518066
	Iteration 11Q: 3 clusters Score -157818.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -157827.640625 Penalty: 2348.518066
	Iteration 12Q: 3 clusters Score -157827.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -157837.703125 Penalty: 2348.518066
	Iteration 13Q: 3 clusters Score -157837.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -157848.609375 Penalty: 2348.518066
	Iteration 14Q: 3 clusters Score -157848.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -157856.796875 Penalty: 2348.518066
	Iteration 15Q: 3 clusters Score -157856.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -157872.718750 Penalty: 2348.518066
	Iteration 16Q: 3 clusters Score -157872.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -157884.156250 Penalty: 2348.518066
	Iteration 17Q: 3 clusters Score -157884.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -157889.640625 Penalty: 2348.518066
	Iteration 18Q: 3 clusters Score -157889.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -157896.921875 Penalty: 2348.518066
	Iteration 19Q: 3 clusters Score -157896.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -157904.781250 Penalty: 2348.518066
	Iteration 20F: 3 clusters Score -157904.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -157913.046875 Penalty: 2348.518066
	Iteration 21Q: 3 clusters Score -157913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -157921.765625 Penalty: 2348.518066
	Iteration 22Q: 3 clusters Score -157921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -157925.687500 Penalty: 2348.518066
	Iteration 23Q: 3 clusters Score -157925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -157930.140625 Penalty: 2348.518066
	Iteration 24Q: 3 clusters Score -157930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -157934.296875 Penalty: 2348.518066
	Iteration 25Q: 3 clusters Score -157934.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -157937.703125 Penalty: 2348.518066
	Iteration 26Q: 3 clusters Score -157937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -157939.515625 Penalty: 2348.518066
	Iteration 27Q: 3 clusters Score -157939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -157942.406250 Penalty: 2348.518066
	Iteration 28Q: 3 clusters Score -157942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -157945.250000 Penalty: 2348.518066
	Iteration 29Q: 3 clusters Score -157945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -157952.687500 Penalty: 2348.518066
	Iteration 30Q: 3 clusters Score -157952.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -157961.234375 Penalty: 2348.518066
	Iteration 31Q: 3 clusters Score -157961.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -157968.000000 Penalty: 2348.518066
	Iteration 32Q: 3 clusters Score -157968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -157969.203125 Penalty: 2348.518066
	Iteration 33Q: 3 clusters Score -157969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -157969.546875 Penalty: 2348.518066
	Iteration 34Q: 3 clusters Score -157969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -157970.171875 Penalty: 2348.518066
	Iteration 35Q: 3 clusters Score -157970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -157970.171875 Penalty: 2348.518066
	Iteration 36F: 3 clusters Score -157970.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Entering Unmasked Estep 
Score: -3235395.000000 Penalty: 1651.562988
	Iteration 0F: 2 clusters Score -3235395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3218664.500000 Penalty: 3303.125977
	Iteration 0F: 3 clusters Score -3218664 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3225207.250000 Penalty: 3303.125977
	Iteration 1F: 3 clusters Score -3225207 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -3225546.500000 Penalty: 3303.125977
	Iteration 2Q: 3 clusters Score -3225546 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3225915.250000 Penalty: 3303.125977
	Iteration 3Q: 3 clusters Score -3225915 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3226294.750000 Penalty: 3303.125977
	Iteration 4Q: 3 clusters Score -3226295 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3226818.500000 Penalty: 3303.125977
	Iteration 5Q: 3 clusters Score -3226818 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3227532.250000 Penalty: 3303.125977
	Iteration 6F: 3 clusters Score -3227532 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3228471.500000 Penalty: 3303.125977
	Iteration 7F: 3 clusters Score -3228472 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3229655.500000 Penalty: 3303.125977
	Iteration 8F: 3 clusters Score -3229656 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -3231082.750000 Penalty: 3303.125977
	Iteration 9F: 3 clusters Score -3231083 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3232191.250000 Penalty: 3303.125977
	Iteration 10Q: 3 clusters Score -3232191 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3232934.250000 Penalty: 3303.125977
	Iteration 11Q: 3 clusters Score -3232934 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3233428.250000 Penalty: 3303.125977
	Iteration 12Q: 3 clusters Score -3233428 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3233730.750000 Penalty: 3303.125977
	Iteration 13Q: 3 clusters Score -3233731 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3233917.500000 Penalty: 3303.125977
	Iteration 14Q: 3 clusters Score -3233918 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3234000.500000 Penalty: 3303.125977
	Iteration 15Q: 3 clusters Score -3234000 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3234070.000000 Penalty: 3303.125977
	Iteration 16Q: 3 clusters Score -3234070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3234091.250000 Penalty: 3303.125977
	Iteration 17Q: 3 clusters Score -3234091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3234104.000000 Penalty: 3303.125977
	Iteration 18Q: 3 clusters Score -3234104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3234123.000000 Penalty: 3303.125977
	Iteration 19Q: 3 clusters Score -3234123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3234143.250000 Penalty: 3303.125977
	Iteration 20F: 3 clusters Score -3234143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3234145.500000 Penalty: 3303.125977
	Iteration 21Q: 3 clusters Score -3234146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3234153.750000 Penalty: 3303.125977
	Iteration 22Q: 3 clusters Score -3234154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3234160.000000 Penalty: 3303.125977
	Iteration 23Q: 3 clusters Score -3234160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3234169.000000 Penalty: 3303.125977
	Iteration 24Q: 3 clusters Score -3234169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3234164.750000 Penalty: 3303.125977
	Iteration 25Q: 3 clusters Score -3234165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3234168.250000 Penalty: 3303.125977
	Iteration 26Q: 3 clusters Score -3234168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3234169.000000 Penalty: 3303.125977
	Iteration 27Q: 3 clusters Score -3234169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3234169.000000 Penalty: 3303.125977
	Iteration 28F: 3 clusters Score -3234169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -276885.156250 Penalty: 1257.433472
	Iteration 0F: 2 clusters Score -276885.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -274618.156250 Penalty: 2514.866943
	Iteration 0F: 3 clusters Score -274618.2 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -275113.906250 Penalty: 2514.866943
	Iteration 1F: 3 clusters Score -275113.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -275229.812500 Penalty: 2514.866943
	Iteration 2F: 3 clusters Score -275229.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -275278.187500 Penalty: 2514.866943
	Iteration 3Q: 3 clusters Score -275278.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -275306.718750 Penalty: 2514.866943
	Iteration 4Q: 3 clusters Score -275306.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -275323.843750 Penalty: 2514.866943
	Iteration 5Q: 3 clusters Score -275323.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -275342.031250 Penalty: 2514.866943
	Iteration 6Q: 3 clusters Score -275342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -275361.437500 Penalty: 2514.866943
	Iteration 7Q: 3 clusters Score -275361.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -275378.500000 Penalty: 2514.866943
	Iteration 8Q: 3 clusters Score -275378.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -275391.531250 Penalty: 2514.866943
	Iteration 9Q: 3 clusters Score -275391.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -275404.125000 Penalty: 2514.866943
	Iteration 10Q: 3 clusters Score -275404.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -275420.781250 Penalty: 2514.866943
	Iteration 11Q: 3 clusters Score -275420.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -275438.093750 Penalty: 2514.866943
	Iteration 12Q: 3 clusters Score -275438.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -275450.031250 Penalty: 2514.866943
	Iteration 13Q: 3 clusters Score -275450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -275461.093750 Penalty: 2514.866943
	Iteration 14Q: 3 clusters Score -275461.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -275480.093750 Penalty: 2514.866943
	Iteration 15Q: 3 clusters Score -275480.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -275499.468750 Penalty: 2514.866943
	Iteration 16Q: 3 clusters Score -275499.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -275512.156250 Penalty: 2514.866943
	Iteration 17Q: 3 clusters Score -275512.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -275523.031250 Penalty: 2514.866943
	Iteration 18Q: 3 clusters Score -275523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -275531.125000 Penalty: 2514.866943
	Iteration 19Q: 3 clusters Score -275531.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -275541.625000 Penalty: 2514.866943
	Iteration 20F: 3 clusters Score -275541.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -275554.812500 Penalty: 2514.866943
	Iteration 21Q: 3 clusters Score -275554.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -275565.562500 Penalty: 2514.866943
	Iteration 22Q: 3 clusters Score -275565.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -275579.750000 Penalty: 2514.866943
	Iteration 23Q: 3 clusters Score -275579.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -275592.593750 Penalty: 2514.866943
	Iteration 24Q: 3 clusters Score -275592.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -275606.625000 Penalty: 2514.866943
	Iteration 25Q: 3 clusters Score -275606.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -275618.031250 Penalty: 2514.866943
	Iteration 26Q: 3 clusters Score -275618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -275632.718750 Penalty: 2514.866943
	Iteration 27Q: 3 clusters Score -275632.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -275640.187500 Penalty: 2514.866943
	Iteration 28Q: 3 clusters Score -275640.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -275649.343750 Penalty: 2514.866943
	Iteration 29Q: 3 clusters Score -275649.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -275664.343750 Penalty: 2514.866943
	Iteration 30Q: 3 clusters Score -275664.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -275681.406250 Penalty: 2514.866943
	Iteration 31Q: 3 clusters Score -275681.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -275703.500000 Penalty: 2514.866943
	Iteration 32Q: 3 clusters Score -275703.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -275719.781250 Penalty: 2514.866943
	Iteration 33Q: 3 clusters Score -275719.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -275730.062500 Penalty: 2514.866943
	Iteration 34Q: 3 clusters Score -275730.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -275741.343750 Penalty: 2514.866943
	Iteration 35Q: 3 clusters Score -275741.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -275748.000000 Penalty: 2514.866943
	Iteration 36Q: 3 clusters Score -275748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -275754.000000 Penalty: 2514.866943
	Iteration 37Q: 3 clusters Score -275754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -275760.062500 Penalty: 2514.866943
	Iteration 38Q: 3 clusters Score -275760.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -275770.625000 Penalty: 2514.866943
	Iteration 39Q: 3 clusters Score -275770.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -275780.312500 Penalty: 2514.866943
	Iteration 40F: 3 clusters Score -275780.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -275785.656250 Penalty: 2514.866943
	Iteration 41Q: 3 clusters Score -275785.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -275789.843750 Penalty: 2514.866943
	Iteration 42Q: 3 clusters Score -275789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -275793.437500 Penalty: 2514.866943
	Iteration 43Q: 3 clusters Score -275793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -275795.593750 Penalty: 2514.866943
	Iteration 44Q: 3 clusters Score -275795.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -275796.593750 Penalty: 2514.866943
	Iteration 45Q: 3 clusters Score -275796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -275797.593750 Penalty: 2514.866943
	Iteration 46Q: 3 clusters Score -275797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -275799.093750 Penalty: 2514.866943
	Iteration 47Q: 3 clusters Score -275799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -275800.906250 Penalty: 2514.866943
	Iteration 48Q: 3 clusters Score -275800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -275802.687500 Penalty: 2514.866943
	Iteration 49Q: 3 clusters Score -275802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -275803.281250 Penalty: 2514.866943
	Iteration 50Q: 3 clusters Score -275803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -275804.093750 Penalty: 2514.866943
	Iteration 51Q: 3 clusters Score -275804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -275804.875000 Penalty: 2514.866943
	Iteration 52Q: 3 clusters Score -275804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -275806.687500 Penalty: 2514.866943
	Iteration 53Q: 3 clusters Score -275806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -275809.593750 Penalty: 2514.866943
	Iteration 54Q: 3 clusters Score -275809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -275811.593750 Penalty: 2514.866943
	Iteration 55Q: 3 clusters Score -275811.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -275813.875000 Penalty: 2514.866943
	Iteration 56Q: 3 clusters Score -275813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -275814.531250 Penalty: 2514.866943
	Iteration 57Q: 3 clusters Score -275814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -275814.531250 Penalty: 2514.866943
	Iteration 58F: 3 clusters Score -275814.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Entering Unmasked Estep 
Score: -4333389.000000 Penalty: 1703.581421
	Iteration 0F: 2 clusters Score -4333389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -4311108.000000 Penalty: 3407.162842
	Iteration 0F: 3 clusters Score -4311108 nChanged 16519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -4320264.000000 Penalty: 3407.162842
	Iteration 1F: 3 clusters Score -4320264 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -4320697.000000 Penalty: 3407.162842
	Iteration 2Q: 3 clusters Score -4320697 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -4321165.500000 Penalty: 3407.162842
	Iteration 3Q: 3 clusters Score -4321166 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -4321817.500000 Penalty: 3407.162842
	Iteration 4Q: 3 clusters Score -4321818 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -4322740.000000 Penalty: 3407.162842
	Iteration 5F: 3 clusters Score -4322740 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -4324002.500000 Penalty: 3407.162842
	Iteration 6F: 3 clusters Score -4324002 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -4325709.500000 Penalty: 3407.162842
	Iteration 7F: 3 clusters Score -4325710 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4327746.000000 Penalty: 3407.162842
	Iteration 8F: 3 clusters Score -4327746 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4329680.000000 Penalty: 3407.162842
	Iteration 9F: 3 clusters Score -4329680 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4330889.000000 Penalty: 3407.162842
	Iteration 10Q: 3 clusters Score -4330889 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4331476.000000 Penalty: 3407.162842
	Iteration 11Q: 3 clusters Score -4331476 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4331669.000000 Penalty: 3407.162842
	Iteration 12Q: 3 clusters Score -4331669 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4331767.500000 Penalty: 3407.162842
	Iteration 13Q: 3 clusters Score -4331768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4331811.500000 Penalty: 3407.162842
	Iteration 14Q: 3 clusters Score -4331812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4331843.500000 Penalty: 3407.162842
	Iteration 15Q: 3 clusters Score -4331844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4331867.500000 Penalty: 3407.162842
	Iteration 16Q: 3 clusters Score -4331868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4331873.500000 Penalty: 3407.162842
	Iteration 17Q: 3 clusters Score -4331874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4331872.500000 Penalty: 3407.162842
	Iteration 18Q: 3 clusters Score -4331872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4331878.000000 Penalty: 3407.162842
	Iteration 19Q: 3 clusters Score -4331878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4331878.000000 Penalty: 3407.162842
	Iteration 20F: 3 clusters Score -4331878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Entering Unmasked Estep 
Score: -4711945.000000 Penalty: 1716.294189
	Iteration 0F: 2 clusters Score -4711945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4687806.500000 Penalty: 3432.588379
	Iteration 0F: 3 clusters Score -4687806 nChanged 17955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -4698010.500000 Penalty: 3432.588379
	Iteration 1F: 3 clusters Score -4698010 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -4698532.500000 Penalty: 3432.588379
	Iteration 2Q: 3 clusters Score -4698532 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4699165.000000 Penalty: 3432.588379
	Iteration 3Q: 3 clusters Score -4699165 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4699944.500000 Penalty: 3432.588379
	Iteration 4Q: 3 clusters Score -4699944 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -4701086.000000 Penalty: 3432.588379
	Iteration 5F: 3 clusters Score -4701086 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4702675.500000 Penalty: 3432.588379
	Iteration 6F: 3 clusters Score -4702676 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4704532.000000 Penalty: 3432.588379
	Iteration 7F: 3 clusters Score -4704532 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -4705877.500000 Penalty: 3432.588379
	Iteration 8F: 3 clusters Score -4705878 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -4706533.000000 Penalty: 3432.588379
	Iteration 9Q: 3 clusters Score -4706533 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4706828.000000 Penalty: 3432.588379
	Iteration 10Q: 3 clusters Score -4706828 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -4706989.500000 Penalty: 3432.588379
	Iteration 11Q: 3 clusters Score -4706990 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -4707126.500000 Penalty: 3432.588379
	Iteration 12Q: 3 clusters Score -4707126 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4707247.000000 Penalty: 3432.588379
	Iteration 13Q: 3 clusters Score -4707247 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -4707363.500000 Penalty: 3432.588379
	Iteration 14Q: 3 clusters Score -4707364 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4707452.500000 Penalty: 3432.588379
	Iteration 15Q: 3 clusters Score -4707452 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -4707601.000000 Penalty: 3432.588379
	Iteration 16Q: 3 clusters Score -4707601 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4707700.500000 Penalty: 3432.588379
	Iteration 17Q: 3 clusters Score -4707700 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -4707749.000000 Penalty: 3432.588379
	Iteration 18Q: 3 clusters Score -4707749 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -4707802.000000 Penalty: 3432.588379
	Iteration 19Q: 3 clusters Score -4707802 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4707877.500000 Penalty: 3432.588379
	Iteration 20F: 3 clusters Score -4707878 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -4707921.000000 Penalty: 3432.588379
	Iteration 21Q: 3 clusters Score -4707921 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -4707965.500000 Penalty: 3432.588379
	Iteration 22Q: 3 clusters Score -4707966 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -4708039.000000 Penalty: 3432.588379
	Iteration 23Q: 3 clusters Score -4708039 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -4708090.000000 Penalty: 3432.588379
	Iteration 24Q: 3 clusters Score -4708090 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -4708151.000000 Penalty: 3432.588379
	Iteration 25Q: 3 clusters Score -4708151 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -4708186.500000 Penalty: 3432.588379
	Iteration 26Q: 3 clusters Score -4708186 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -4708214.500000 Penalty: 3432.588379
	Iteration 27Q: 3 clusters Score -4708214 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -4708239.500000 Penalty: 3432.588379
	Iteration 28Q: 3 clusters Score -4708240 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -4708247.000000 Penalty: 3432.588379
	Iteration 29Q: 3 clusters Score -4708247 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -4708263.000000 Penalty: 3432.588379
	Iteration 30Q: 3 clusters Score -4708263 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -4708252.000000 Penalty: 3432.588379
	Iteration 31Q: 3 clusters Score -4708252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -4708261.500000 Penalty: 3432.588379
	Iteration 32Q: 3 clusters Score -4708262 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -4708252.500000 Penalty: 3432.588379
	Iteration 33Q: 3 clusters Score -4708252 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -4708274.000000 Penalty: 3432.588379
	Iteration 34Q: 3 clusters Score -4708274 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -4708274.000000 Penalty: 3432.588379
	Iteration 35Q: 3 clusters Score -4708274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -4708264.500000 Penalty: 3432.588379
	Iteration 36Q: 3 clusters Score -4708264 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -4708275.000000 Penalty: 3432.588379
	Iteration 37Q: 3 clusters Score -4708275 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -4708275.000000 Penalty: 3432.588379
	Iteration 38Q: 3 clusters Score -4708275 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -4708261.500000 Penalty: 3432.588379
	Iteration 39Q: 3 clusters Score -4708262 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -4708278.000000 Penalty: 3432.588379
	Iteration 40F: 3 clusters Score -4708278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -4708268.500000 Penalty: 3432.588379
	Iteration 41Q: 3 clusters Score -4708268 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -4708281.500000 Penalty: 3432.588379
	Iteration 42Q: 3 clusters Score -4708282 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -4708320.500000 Penalty: 3432.588379
	Iteration 43Q: 3 clusters Score -4708320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4708456 nChanged 157
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	Iteration 49Q: 3 clusters Score -4708475 nChanged 135
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	Iteration 50Q: 3 clusters Score -4708494 nChanged 125
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4708489 nChanged 138
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	Iteration 52Q: 3 clusters Score -4708510 nChanged 127
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4708541 nChanged 145
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4708504 nChanged 131
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Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4708535 nChanged 129
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Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4708549 nChanged 147
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Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4708568 nChanged 155
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4708595 nChanged 152
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Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4708618 nChanged 137
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Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4708674 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4708707 nChanged 157
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Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4708734 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4708746 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4708794 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4708818 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4708852 nChanged 162
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Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4708904 nChanged 174
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Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4708922 nChanged 190
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Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4708964 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4709031.500000 Penalty: 3432.588379
	Iteration 70Q: 3 clusters Score -4709032 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -4709131.000000 Penalty: 3432.588379
	Iteration 71Q: 3 clusters Score -4709131 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4709184 nChanged 193
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Mstep: Class 1 contains 35356 members 
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Entering Unmasked Estep 
Score: -4709250.000000 Penalty: 3432.588379
	Iteration 73Q: 3 clusters Score -4709250 nChanged 193
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Mstep: Class 1 contains 35545 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4709332 nChanged 180
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Mstep: Class 1 contains 35723 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4709420 nChanged 171
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4709489 nChanged 148
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Mstep: Class 1 contains 36038 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4709562 nChanged 128
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Mstep: Class 1 contains 36166 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4709622 nChanged 119
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Mstep: Class 1 contains 36285 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4709682 nChanged 105
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Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4709720 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4709751.500000 Penalty: 3432.588379
	Iteration 81Q: 3 clusters Score -4709752 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4709788 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4709862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4709925.000000 Penalty: 3432.588379
	Iteration 84Q: 3 clusters Score -4709925 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4709946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4709980 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4710008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4710029.000000 Penalty: 3432.588379
	Iteration 88Q: 3 clusters Score -4710029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4710062 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4710083.000000 Penalty: 3432.588379
	Iteration 90Q: 3 clusters Score -4710083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4710101.000000 Penalty: 3432.588379
	Iteration 91Q: 3 clusters Score -4710101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4710116.500000 Penalty: 3432.588379
	Iteration 92Q: 3 clusters Score -4710116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4710136.000000 Penalty: 3432.588379
	Iteration 93Q: 3 clusters Score -4710136 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4710154.500000 Penalty: 3432.588379
	Iteration 94Q: 3 clusters Score -4710154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4710157.500000 Penalty: 3432.588379
	Iteration 95Q: 3 clusters Score -4710158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4710173.000000 Penalty: 3432.588379
	Iteration 96Q: 3 clusters Score -4710173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4710195.500000 Penalty: 3432.588379
	Iteration 97Q: 3 clusters Score -4710196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4710197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4710232.000000 Penalty: 3432.588379
	Iteration 99Q: 3 clusters Score -4710232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4710258.000000 Penalty: 3432.588379
	Iteration 100F: 3 clusters Score -4710258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4710282.500000 Penalty: 3432.588379
	Iteration 101Q: 3 clusters Score -4710282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4710290.500000 Penalty: 3432.588379
	Iteration 102Q: 3 clusters Score -4710290 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4710337.000000 Penalty: 3432.588379
	Iteration 103Q: 3 clusters Score -4710337 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4710370 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4710395.000000 Penalty: 3432.588379
	Iteration 105Q: 3 clusters Score -4710395 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4710418.500000 Penalty: 3432.588379
	Iteration 106Q: 3 clusters Score -4710418 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4710450.500000 Penalty: 3432.588379
	Iteration 107Q: 3 clusters Score -4710450 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4710458.500000 Penalty: 3432.588379
	Iteration 108Q: 3 clusters Score -4710458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4710467.000000 Penalty: 3432.588379
	Iteration 109Q: 3 clusters Score -4710467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4710478.500000 Penalty: 3432.588379
	Iteration 110Q: 3 clusters Score -4710478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4710497.000000 Penalty: 3432.588379
	Iteration 111Q: 3 clusters Score -4710497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4710490.000000 Penalty: 3432.588379
	Iteration 112Q: 3 clusters Score -4710490 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4710503.000000 Penalty: 3432.588379
	Iteration 113Q: 3 clusters Score -4710503 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4710506.500000 Penalty: 3432.588379
	Iteration 114Q: 3 clusters Score -4710506 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4710518.000000 Penalty: 3432.588379
	Iteration 115Q: 3 clusters Score -4710518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4710527.000000 Penalty: 3432.588379
	Iteration 116Q: 3 clusters Score -4710527 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4710527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4710531.000000 Penalty: 3432.588379
	Iteration 118Q: 3 clusters Score -4710531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4710535.500000 Penalty: 3432.588379
	Iteration 119Q: 3 clusters Score -4710536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4710531.000000 Penalty: 3432.588379
	Iteration 120F: 3 clusters Score -4710531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4710531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4710537.000000 Penalty: 3432.588379
	Iteration 122Q: 3 clusters Score -4710537 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4710538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4710551.500000 Penalty: 3432.588379
	Iteration 124Q: 3 clusters Score -4710552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4710549.000000 Penalty: 3432.588379
	Iteration 125Q: 3 clusters Score -4710549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4710546.000000 Penalty: 3432.588379
	Iteration 126Q: 3 clusters Score -4710546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4710541.500000 Penalty: 3432.588379
	Iteration 127Q: 3 clusters Score -4710542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4710543.000000 Penalty: 3432.588379
	Iteration 128Q: 3 clusters Score -4710543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4710544 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4710544.500000 Penalty: 3432.588379
	Iteration 130F: 3 clusters Score -4710544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29495 members 
Entering Unmasked Estep 
Score: -3591649.750000 Penalty: 1672.446045
	Iteration 0F: 2 clusters Score -3591650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3572694 nChanged 13562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3580210.500000 Penalty: 3344.892090
	Iteration 1F: 3 clusters Score -3580210 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3580550 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3580907 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -3581315.000000 Penalty: 3344.892090
	Iteration 4Q: 3 clusters Score -3581315 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3581903.750000 Penalty: 3344.892090
	Iteration 5Q: 3 clusters Score -3581904 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3582875.500000 Penalty: 3344.892090
	Iteration 6F: 3 clusters Score -3582876 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3584357.750000 Penalty: 3344.892090
	Iteration 7F: 3 clusters Score -3584358 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3586230.500000 Penalty: 3344.892090
	Iteration 8F: 3 clusters Score -3586230 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -3588021.000000 Penalty: 3344.892090
	Iteration 9F: 3 clusters Score -3588021 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3589231.500000 Penalty: 3344.892090
	Iteration 10Q: 3 clusters Score -3589232 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3589742.750000 Penalty: 3344.892090
	Iteration 11Q: 3 clusters Score -3589743 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -3589979.750000 Penalty: 3344.892090
	Iteration 12Q: 3 clusters Score -3589980 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3590090.250000 Penalty: 3344.892090
	Iteration 13Q: 3 clusters Score -3590090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3590148.250000 Penalty: 3344.892090
	Iteration 14Q: 3 clusters Score -3590148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3590182.500000 Penalty: 3344.892090
	Iteration 15Q: 3 clusters Score -3590182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3590204.000000 Penalty: 3344.892090
	Iteration 16Q: 3 clusters Score -3590204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3590214.500000 Penalty: 3344.892090
	Iteration 17Q: 3 clusters Score -3590214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -3590212.500000 Penalty: 3344.892090
	Iteration 18Q: 3 clusters Score -3590212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -3590215.250000 Penalty: 3344.892090
	Iteration 19Q: 3 clusters Score -3590215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -3590215.250000 Penalty: 3344.892090
	Iteration 20F: 3 clusters Score -3590215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -15730.780273 Penalty: 821.639954
	Iteration 0F: 2 clusters Score -15730.78 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 77 members 
Entering Unmasked Estep 
Score: -15186.368164 Penalty: 1643.279907
	Iteration 0F: 3 clusters Score -15186.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15253.820312 Penalty: 1643.279907
	Iteration 1F: 3 clusters Score -15253.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15275.637695 Penalty: 1643.279907
	Iteration 2Q: 3 clusters Score -15275.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15285.713867 Penalty: 1643.279907
	Iteration 3Q: 3 clusters Score -15285.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15285.713867 Penalty: 1643.279907
	Iteration 4F: 3 clusters Score -15285.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Entering Unmasked Estep 
Score: -1012555.437500 Penalty: 1473.769897
	Iteration 0F: 2 clusters Score -1012555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1006259.562500 Penalty: 2947.539795
	Iteration 0F: 3 clusters Score -1006260 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1008269.687500 Penalty: 2947.539795
	Iteration 1F: 3 clusters Score -1008270 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1008661.187500 Penalty: 2947.539795
	Iteration 2F: 3 clusters Score -1008661 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1009063.750000 Penalty: 2947.539795
	Iteration 3F: 3 clusters Score -1009064 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1009501.750000 Penalty: 2947.539795
	Iteration 4F: 3 clusters Score -1009502 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1010004.625000 Penalty: 2947.539795
	Iteration 5F: 3 clusters Score -1010005 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1010548.687500 Penalty: 2947.539795
	Iteration 6F: 3 clusters Score -1010549 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1011025.187500 Penalty: 2947.539795
	Iteration 7F: 3 clusters Score -1011025 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1011388.312500 Penalty: 2947.539795
	Iteration 8F: 3 clusters Score -1011388 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1011652.562500 Penalty: 2947.539795
	Iteration 9Q: 3 clusters Score -1011653 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1011835.875000 Penalty: 2947.539795
	Iteration 10Q: 3 clusters Score -1011836 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1011982.875000 Penalty: 2947.539795
	Iteration 11Q: 3 clusters Score -1011983 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1012084.062500 Penalty: 2947.539795
	Iteration 12Q: 3 clusters Score -1012084 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1012148.687500 Penalty: 2947.539795
	Iteration 13Q: 3 clusters Score -1012149 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1012190.187500 Penalty: 2947.539795
	Iteration 14Q: 3 clusters Score -1012190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1012215.375000 Penalty: 2947.539795
	Iteration 15Q: 3 clusters Score -1012215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1012238.000000 Penalty: 2947.539795
	Iteration 16Q: 3 clusters Score -1012238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1012245.625000 Penalty: 2947.539795
	Iteration 17Q: 3 clusters Score -1012246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1012252.375000 Penalty: 2947.539795
	Iteration 18Q: 3 clusters Score -1012252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1012260.812500 Penalty: 2947.539795
	Iteration 19Q: 3 clusters Score -1012261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1012271.312500 Penalty: 2947.539795
	Iteration 20F: 3 clusters Score -1012271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1012274.687500 Penalty: 2947.539795
	Iteration 21Q: 3 clusters Score -1012275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1012277.687500 Penalty: 2947.539795
	Iteration 22Q: 3 clusters Score -1012278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1012277.687500 Penalty: 2947.539795
	Iteration 23Q: 3 clusters Score -1012278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1012278.750000 Penalty: 2947.539795
	Iteration 24Q: 3 clusters Score -1012279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1012279.687500 Penalty: 2947.539795
	Iteration 25Q: 3 clusters Score -1012280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1012280.125000 Penalty: 2947.539795
	Iteration 26Q: 3 clusters Score -1012280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1012280.125000 Penalty: 2947.539795
	Iteration 27F: 3 clusters Score -1012280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53328.312500 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53328.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52382.562500 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52382.56 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52500.894531 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52500.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52534.203125 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -52534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52549.398438 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52549.398438 Penalty: 1881.737183
	Iteration 4F: 3 clusters Score -52549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Entering Unmasked Estep 
Score: -1983972.500000 Penalty: 1573.856323
	Iteration 0F: 2 clusters Score -1983972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1972885.375000 Penalty: 3147.712646
	Iteration 0F: 3 clusters Score -1972885 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1976699.250000 Penalty: 3147.712646
	Iteration 1F: 3 clusters Score -1976699 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1976981.500000 Penalty: 3147.712646
	Iteration 2Q: 3 clusters Score -1976982 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1977220.000000 Penalty: 3147.712646
	Iteration 3Q: 3 clusters Score -1977220 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1977458.250000 Penalty: 3147.712646
	Iteration 4Q: 3 clusters Score -1977458 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1977750.500000 Penalty: 3147.712646
	Iteration 5Q: 3 clusters Score -1977750 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1978119.625000 Penalty: 3147.712646
	Iteration 6Q: 3 clusters Score -1978120 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1978594.000000 Penalty: 3147.712646
	Iteration 7Q: 3 clusters Score -1978594 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1979169.875000 Penalty: 3147.712646
	Iteration 8F: 3 clusters Score -1979170 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1979846.375000 Penalty: 3147.712646
	Iteration 9F: 3 clusters Score -1979846 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1980527.500000 Penalty: 3147.712646
	Iteration 10F: 3 clusters Score -1980528 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1981110.875000 Penalty: 3147.712646
	Iteration 11Q: 3 clusters Score -1981111 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1981565.875000 Penalty: 3147.712646
	Iteration 12Q: 3 clusters Score -1981566 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1981869.875000 Penalty: 3147.712646
	Iteration 13Q: 3 clusters Score -1981870 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1982079.125000 Penalty: 3147.712646
	Iteration 14Q: 3 clusters Score -1982079 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1982187.750000 Penalty: 3147.712646
	Iteration 15Q: 3 clusters Score -1982188 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1982280.125000 Penalty: 3147.712646
	Iteration 16Q: 3 clusters Score -1982280 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1982356.750000 Penalty: 3147.712646
	Iteration 17Q: 3 clusters Score -1982357 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1982414.125000 Penalty: 3147.712646
	Iteration 18Q: 3 clusters Score -1982414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1982452.375000 Penalty: 3147.712646
	Iteration 19Q: 3 clusters Score -1982452 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1982493.125000 Penalty: 3147.712646
	Iteration 20F: 3 clusters Score -1982493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1982525.125000 Penalty: 3147.712646
	Iteration 21Q: 3 clusters Score -1982525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1982565.375000 Penalty: 3147.712646
	Iteration 22Q: 3 clusters Score -1982565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1982590.625000 Penalty: 3147.712646
	Iteration 23Q: 3 clusters Score -1982591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1982603.500000 Penalty: 3147.712646
	Iteration 24Q: 3 clusters Score -1982604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1982608.000000 Penalty: 3147.712646
	Iteration 25Q: 3 clusters Score -1982608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1982618.750000 Penalty: 3147.712646
	Iteration 26Q: 3 clusters Score -1982619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1982628.250000 Penalty: 3147.712646
	Iteration 27Q: 3 clusters Score -1982628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1982634.875000 Penalty: 3147.712646
	Iteration 28Q: 3 clusters Score -1982635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1982645.625000 Penalty: 3147.712646
	Iteration 29Q: 3 clusters Score -1982646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1982647.250000 Penalty: 3147.712646
	Iteration 30Q: 3 clusters Score -1982647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1982653.250000 Penalty: 3147.712646
	Iteration 31Q: 3 clusters Score -1982653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1982653.625000 Penalty: 3147.712646
	Iteration 32Q: 3 clusters Score -1982654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1982653.375000 Penalty: 3147.712646
	Iteration 33Q: 3 clusters Score -1982653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1982656.375000 Penalty: 3147.712646
	Iteration 34Q: 3 clusters Score -1982656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1982661.750000 Penalty: 3147.712646
	Iteration 35Q: 3 clusters Score -1982662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1982664.125000 Penalty: 3147.712646
	Iteration 36Q: 3 clusters Score -1982664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1982664.000000 Penalty: 3147.712646
	Iteration 37Q: 3 clusters Score -1982664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1982665.625000 Penalty: 3147.712646
	Iteration 38Q: 3 clusters Score -1982666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1982665.625000 Penalty: 3147.712646
	Iteration 39F: 3 clusters Score -1982666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Entering Unmasked Estep 
Score: -3484061.750000 Penalty: 1662.623779
	Iteration 0F: 2 clusters Score -3484062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3466551.750000 Penalty: 3325.247559
	Iteration 0F: 3 clusters Score -3466552 nChanged 12703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3473401.500000 Penalty: 3325.247559
	Iteration 1F: 3 clusters Score -3473402 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3473731.500000 Penalty: 3325.247559
	Iteration 2Q: 3 clusters Score -3473732 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3474077.750000 Penalty: 3325.247559
	Iteration 3Q: 3 clusters Score -3474078 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3474470.000000 Penalty: 3325.247559
	Iteration 4Q: 3 clusters Score -3474470 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3475048.000000 Penalty: 3325.247559
	Iteration 5Q: 3 clusters Score -3475048 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3475888.750000 Penalty: 3325.247559
	Iteration 6F: 3 clusters Score -3475889 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -3477160.000000 Penalty: 3325.247559
	Iteration 7F: 3 clusters Score -3477160 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3478899.500000 Penalty: 3325.247559
	Iteration 8F: 3 clusters Score -3478900 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3480510.500000 Penalty: 3325.247559
	Iteration 9F: 3 clusters Score -3480510 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3481571.000000 Penalty: 3325.247559
	Iteration 10F: 3 clusters Score -3481571 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3482152.000000 Penalty: 3325.247559
	Iteration 11Q: 3 clusters Score -3482152 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3482451.750000 Penalty: 3325.247559
	Iteration 12Q: 3 clusters Score -3482452 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3482584.750000 Penalty: 3325.247559
	Iteration 13Q: 3 clusters Score -3482585 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3482641.500000 Penalty: 3325.247559
	Iteration 14Q: 3 clusters Score -3482642 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3482670.750000 Penalty: 3325.247559
	Iteration 15Q: 3 clusters Score -3482671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3482692.500000 Penalty: 3325.247559
	Iteration 16Q: 3 clusters Score -3482692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3482704.250000 Penalty: 3325.247559
	Iteration 17Q: 3 clusters Score -3482704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3482711.000000 Penalty: 3325.247559
	Iteration 18Q: 3 clusters Score -3482711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3482716.750000 Penalty: 3325.247559
	Iteration 19Q: 3 clusters Score -3482717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3482716.750000 Penalty: 3325.247559
	Iteration 20F: 3 clusters Score -3482717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22020 members 
Mstep: Class 3 contains 10838 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 25938 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 8 contains 35724 members 
Mstep: Class 9 contains 38631 members 
Mstep: Class 12 contains 29495 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8685 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16079 members 
Mstep: Class 19 contains 27765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442246.000000 Penalty: 27982.333984
Iteration 239Q: 15 clusters Score -2.644225e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22031 members 
Mstep: Class 3 contains 10860 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 25943 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 8 contains 35615 members 
Mstep: Class 9 contains 38623 members 
Mstep: Class 12 contains 29560 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8691 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 19 contains 27758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442266.000000 Penalty: 27982.333984
Iteration 240F: 15 clusters Score -2.644227e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22043 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25953 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 8 contains 35521 members 
Mstep: Class 9 contains 38616 members 
Mstep: Class 12 contains 29610 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8702 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16099 members 
Mstep: Class 19 contains 27753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442266.000000 Penalty: 27982.333984
Iteration 241Q: 15 clusters Score -2.644227e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22056 members 
Mstep: Class 3 contains 10909 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 25944 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 8 contains 35410 members 
Mstep: Class 9 contains 38604 members 
Mstep: Class 12 contains 29672 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16102 members 
Mstep: Class 19 contains 27766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442226.000000 Penalty: 27982.333984
Iteration 242Q: 15 clusters Score -2.644223e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22064 members 
Mstep: Class 3 contains 10923 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 25936 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 8 contains 35317 members 
Mstep: Class 9 contains 38589 members 
Mstep: Class 12 contains 29724 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16110 members 
Mstep: Class 19 contains 27785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442230.000000 Penalty: 27982.333984
Iteration 243Q: 15 clusters Score -2.644223e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 25938 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 8 contains 35211 members 
Mstep: Class 9 contains 38584 members 
Mstep: Class 12 contains 29771 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8743 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16124 members 
Mstep: Class 19 contains 27786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442220.000000 Penalty: 27982.333984
Iteration 244Q: 15 clusters Score -2.644222e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22075 members 
Mstep: Class 3 contains 10955 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 25929 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 8 contains 35112 members 
Mstep: Class 9 contains 38570 members 
Mstep: Class 12 contains 29847 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16145 members 
Mstep: Class 19 contains 27780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442264.000000 Penalty: 27982.333984
Iteration 245Q: 15 clusters Score -2.644226e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22079 members 
Mstep: Class 3 contains 10961 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 25928 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 8 contains 35022 members 
Mstep: Class 9 contains 38542 members 
Mstep: Class 12 contains 29920 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16148 members 
Mstep: Class 19 contains 27801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442258.000000 Penalty: 27982.333984
Iteration 246Q: 15 clusters Score -2.644226e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22076 members 
Mstep: Class 3 contains 10966 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25932 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 8 contains 34932 members 
Mstep: Class 9 contains 38526 members 
Mstep: Class 12 contains 30003 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16154 members 
Mstep: Class 19 contains 27808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442196.000000 Penalty: 27982.333984
Iteration 247Q: 15 clusters Score -2.64422e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 25939 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 8 contains 34839 members 
Mstep: Class 9 contains 38501 members 
Mstep: Class 12 contains 30079 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8787 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16155 members 
Mstep: Class 19 contains 27824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442240.000000 Penalty: 27982.333984
Iteration 248Q: 15 clusters Score -2.644224e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22073 members 
Mstep: Class 3 contains 10994 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25956 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 8 contains 34729 members 
Mstep: Class 9 contains 38470 members 
Mstep: Class 12 contains 30170 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16155 members 
Mstep: Class 19 contains 27831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442150.000000 Penalty: 27982.333984
Iteration 249Q: 15 clusters Score -2.644215e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22073 members 
Mstep: Class 3 contains 11009 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25976 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 8 contains 34623 members 
Mstep: Class 9 contains 38450 members 
Mstep: Class 12 contains 30237 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8805 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16168 members 
Mstep: Class 19 contains 27831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442206.000000 Penalty: 27982.333984
Iteration 250Q: 15 clusters Score -2.644221e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22070 members 
Mstep: Class 3 contains 11027 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 25995 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 8 contains 34513 members 
Mstep: Class 9 contains 38448 members 
Mstep: Class 12 contains 30275 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8815 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16179 members 
Mstep: Class 19 contains 27847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442162.000000 Penalty: 27982.333984
Iteration 251Q: 15 clusters Score -2.644216e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22072 members 
Mstep: Class 3 contains 11030 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25989 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 8 contains 34404 members 
Mstep: Class 9 contains 38454 members 
Mstep: Class 12 contains 30332 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8827 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16187 members 
Mstep: Class 19 contains 27873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442132.000000 Penalty: 27982.333984
Iteration 252Q: 15 clusters Score -2.644213e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22075 members 
Mstep: Class 3 contains 11042 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 25985 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 8 contains 34310 members 
Mstep: Class 9 contains 38461 members 
Mstep: Class 12 contains 30378 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16194 members 
Mstep: Class 19 contains 27883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442116.000000 Penalty: 27982.333984
Iteration 253Q: 15 clusters Score -2.644212e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22075 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 25985 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 8 contains 34208 members 
Mstep: Class 9 contains 38467 members 
Mstep: Class 12 contains 30444 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8861 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16201 members 
Mstep: Class 19 contains 27888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442110.000000 Penalty: 27982.333984
Iteration 254Q: 15 clusters Score -2.644211e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22075 members 
Mstep: Class 3 contains 11051 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25982 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 8 contains 34109 members 
Mstep: Class 9 contains 38473 members 
Mstep: Class 12 contains 30505 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8871 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16215 members 
Mstep: Class 19 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442190.000000 Penalty: 27982.333984
Iteration 255Q: 15 clusters Score -2.644219e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22077 members 
Mstep: Class 3 contains 11055 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 25979 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 8 contains 34011 members 
Mstep: Class 9 contains 38475 members 
Mstep: Class 12 contains 30567 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8881 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16227 members 
Mstep: Class 19 contains 27900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442192.000000 Penalty: 27982.333984
Iteration 256Q: 15 clusters Score -2.644219e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22077 members 
Mstep: Class 3 contains 11066 members 
Mstep: Class 4 contains 1377 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 8 contains 33915 members 
Mstep: Class 9 contains 38482 members 
Mstep: Class 12 contains 30621 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8888 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16237 members 
Mstep: Class 19 contains 27906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442122.000000 Penalty: 27982.333984
Iteration 257Q: 15 clusters Score -2.644212e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22075 members 
Mstep: Class 3 contains 11077 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 25981 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 8 contains 33819 members 
Mstep: Class 9 contains 38492 members 
Mstep: Class 12 contains 30672 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8895 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16245 members 
Mstep: Class 19 contains 27915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442126.000000 Penalty: 27982.333984
Iteration 258Q: 15 clusters Score -2.644213e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22079 members 
Mstep: Class 3 contains 11086 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 25997 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 8 contains 33728 members 
Mstep: Class 9 contains 38501 members 
Mstep: Class 12 contains 30693 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8898 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16245 members 
Mstep: Class 19 contains 27937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442128.000000 Penalty: 27982.333984
Iteration 259Q: 15 clusters Score -2.644213e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22083 members 
Mstep: Class 3 contains 11098 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 25999 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 8 contains 33644 members 
Mstep: Class 9 contains 38511 members 
Mstep: Class 12 contains 30728 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8899 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16245 members 
Mstep: Class 19 contains 27955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442076.000000 Penalty: 27982.333984
Iteration 260F: 15 clusters Score -2.644208e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22086 members 
Mstep: Class 3 contains 11110 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26008 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 33563 members 
Mstep: Class 9 contains 38491 members 
Mstep: Class 12 contains 30761 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8907 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16246 members 
Mstep: Class 19 contains 27985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442104.000000 Penalty: 27982.333984
Iteration 261Q: 15 clusters Score -2.64421e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 3 contains 11123 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 26013 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 33492 members 
Mstep: Class 9 contains 38483 members 
Mstep: Class 12 contains 30784 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8914 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16251 members 
Mstep: Class 19 contains 28011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442038.000000 Penalty: 27982.333984
Iteration 262Q: 15 clusters Score -2.644204e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22096 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 26017 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 33434 members 
Mstep: Class 9 contains 38480 members 
Mstep: Class 12 contains 30810 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8920 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16247 members 
Mstep: Class 19 contains 28037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442040.000000 Penalty: 27982.333984
Iteration 263Q: 15 clusters Score -2.644204e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22102 members 
Mstep: Class 3 contains 11119 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26019 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 33379 members 
Mstep: Class 9 contains 38480 members 
Mstep: Class 12 contains 30823 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8932 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16244 members 
Mstep: Class 19 contains 28063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442082.000000 Penalty: 27982.333984
Iteration 264Q: 15 clusters Score -2.644208e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22106 members 
Mstep: Class 3 contains 11130 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 26006 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 8 contains 33312 members 
Mstep: Class 9 contains 38489 members 
Mstep: Class 12 contains 30845 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8940 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16248 members 
Mstep: Class 19 contains 28084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442040.000000 Penalty: 27982.333984
Iteration 265Q: 15 clusters Score -2.644204e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22107 members 
Mstep: Class 3 contains 11135 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 25999 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 33269 members 
Mstep: Class 9 contains 38491 members 
Mstep: Class 12 contains 30855 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8949 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16253 members 
Mstep: Class 19 contains 28102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442028.000000 Penalty: 27982.333984
Iteration 266Q: 15 clusters Score -2.644203e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22113 members 
Mstep: Class 3 contains 11144 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 25994 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 33223 members 
Mstep: Class 9 contains 38495 members 
Mstep: Class 12 contains 30876 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8958 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16260 members 
Mstep: Class 19 contains 28098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442052.000000 Penalty: 27982.333984
Iteration 267Q: 15 clusters Score -2.644205e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22117 members 
Mstep: Class 3 contains 11155 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 25985 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 8 contains 33206 members 
Mstep: Class 9 contains 38477 members 
Mstep: Class 12 contains 30892 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16258 members 
Mstep: Class 19 contains 28111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442088.000000 Penalty: 27982.333984
Iteration 268Q: 15 clusters Score -2.644209e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 11164 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 33182 members 
Mstep: Class 9 contains 38462 members 
Mstep: Class 12 contains 30915 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16262 members 
Mstep: Class 19 contains 28115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442106.000000 Penalty: 27982.333984
Iteration 269Q: 15 clusters Score -2.644211e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22117 members 
Mstep: Class 3 contains 11166 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 25991 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 8 contains 33167 members 
Mstep: Class 9 contains 38439 members 
Mstep: Class 12 contains 30929 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16262 members 
Mstep: Class 19 contains 28124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442124.000000 Penalty: 27982.333984
Iteration 270Q: 15 clusters Score -2.644212e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22120 members 
Mstep: Class 3 contains 11173 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 25984 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 33159 members 
Mstep: Class 9 contains 38419 members 
Mstep: Class 12 contains 30939 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8976 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16270 members 
Mstep: Class 19 contains 28125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442082.000000 Penalty: 27982.333984
Iteration 271Q: 15 clusters Score -2.644208e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22121 members 
Mstep: Class 3 contains 11177 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 25976 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 33165 members 
Mstep: Class 9 contains 38397 members 
Mstep: Class 12 contains 30948 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8979 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16269 members 
Mstep: Class 19 contains 28134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442112.000000 Penalty: 27982.333984
Iteration 272Q: 15 clusters Score -2.644211e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22120 members 
Mstep: Class 3 contains 11182 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 25979 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 8 contains 33167 members 
Mstep: Class 9 contains 38376 members 
Mstep: Class 12 contains 30943 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16272 members 
Mstep: Class 19 contains 28143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442158.000000 Penalty: 27982.333984
Iteration 273Q: 15 clusters Score -2.644216e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22119 members 
Mstep: Class 3 contains 11190 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 25991 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 33163 members 
Mstep: Class 9 contains 38362 members 
Mstep: Class 12 contains 30932 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8987 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16279 members 
Mstep: Class 19 contains 28143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442216.000000 Penalty: 27982.333984
Iteration 274Q: 15 clusters Score -2.644222e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 11198 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 25995 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 33157 members 
Mstep: Class 9 contains 38338 members 
Mstep: Class 12 contains 30933 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8991 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16281 members 
Mstep: Class 19 contains 28155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442218.000000 Penalty: 27982.333984
Iteration 275Q: 15 clusters Score -2.644222e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22115 members 
Mstep: Class 3 contains 11213 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26005 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 33160 members 
Mstep: Class 9 contains 38326 members 
Mstep: Class 12 contains 30930 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16287 members 
Mstep: Class 19 contains 28139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442136.000000 Penalty: 27982.333984
Iteration 276Q: 15 clusters Score -2.644214e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22116 members 
Mstep: Class 3 contains 11219 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26007 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 33132 members 
Mstep: Class 9 contains 38318 members 
Mstep: Class 12 contains 30943 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8994 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16289 members 
Mstep: Class 19 contains 28148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442180.000000 Penalty: 27982.333984
Iteration 277Q: 15 clusters Score -2.644218e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22117 members 
Mstep: Class 3 contains 11230 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26012 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 33102 members 
Mstep: Class 9 contains 38304 members 
Mstep: Class 12 contains 30965 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 8996 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16292 members 
Mstep: Class 19 contains 28149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442202.000000 Penalty: 27982.333984
Iteration 278Q: 15 clusters Score -2.64422e+07 nChanged 208
Entering ConstructFrom: 
Score: -26442202.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (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: -34344.750000 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -34344.75 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 173 members 
Entering Unmasked Estep 
Score: -33444.542969 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -33444.54 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33573.808594 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -33573.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33598.507812 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -33598.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33603.292969 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -33603.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33603.292969 Penalty: 1890.561035
	Iteration 4F: 3 clusters Score -33603.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Entering Unmasked Estep 
Score: -2727056.750000 Penalty: 1625.622559
	Iteration 0F: 2 clusters Score -2727057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2711896.500000 Penalty: 3251.245117
	Iteration 0F: 3 clusters Score -2711896 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2717410.000000 Penalty: 3251.245117
	Iteration 1F: 3 clusters Score -2717410 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2717681.500000 Penalty: 3251.245117
	Iteration 2Q: 3 clusters Score -2717682 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2717954.500000 Penalty: 3251.245117
	Iteration 3Q: 3 clusters Score -2717954 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2718203.500000 Penalty: 3251.245117
	Iteration 4Q: 3 clusters Score -2718204 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2718413.250000 Penalty: 3251.245117
	Iteration 5Q: 3 clusters Score -2718413 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2718659.250000 Penalty: 3251.245117
	Iteration 6Q: 3 clusters Score -2718659 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2718966.500000 Penalty: 3251.245117
	Iteration 7Q: 3 clusters Score -2718966 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2719348.250000 Penalty: 3251.245117
	Iteration 8Q: 3 clusters Score -2719348 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2719864.750000 Penalty: 3251.245117
	Iteration 9Q: 3 clusters Score -2719865 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2720498.750000 Penalty: 3251.245117
	Iteration 10Q: 3 clusters Score -2720499 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2721267.000000 Penalty: 3251.245117
	Iteration 11F: 3 clusters Score -2721267 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2721943.500000 Penalty: 3251.245117
	Iteration 12Q: 3 clusters Score -2721944 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2722388.750000 Penalty: 3251.245117
	Iteration 13Q: 3 clusters Score -2722389 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2722600.250000 Penalty: 3251.245117
	Iteration 14Q: 3 clusters Score -2722600 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2722723.000000 Penalty: 3251.245117
	Iteration 15Q: 3 clusters Score -2722723 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2722804.500000 Penalty: 3251.245117
	Iteration 16Q: 3 clusters Score -2722804 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2722845.750000 Penalty: 3251.245117
	Iteration 17Q: 3 clusters Score -2722846 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2722891.750000 Penalty: 3251.245117
	Iteration 18Q: 3 clusters Score -2722892 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2722944.000000 Penalty: 3251.245117
	Iteration 19Q: 3 clusters Score -2722944 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2722971.000000 Penalty: 3251.245117
	Iteration 20F: 3 clusters Score -2722971 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2723008.750000 Penalty: 3251.245117
	Iteration 21Q: 3 clusters Score -2723009 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2723039.750000 Penalty: 3251.245117
	Iteration 22Q: 3 clusters Score -2723040 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2723091.750000 Penalty: 3251.245117
	Iteration 23Q: 3 clusters Score -2723092 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2723132.250000 Penalty: 3251.245117
	Iteration 24Q: 3 clusters Score -2723132 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2723175.500000 Penalty: 3251.245117
	Iteration 25Q: 3 clusters Score -2723176 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2723234.250000 Penalty: 3251.245117
	Iteration 26Q: 3 clusters Score -2723234 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2723269.250000 Penalty: 3251.245117
	Iteration 27Q: 3 clusters Score -2723269 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2723311.500000 Penalty: 3251.245117
	Iteration 28Q: 3 clusters Score -2723312 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2723359.750000 Penalty: 3251.245117
	Iteration 29Q: 3 clusters Score -2723360 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2723409.250000 Penalty: 3251.245117
	Iteration 30Q: 3 clusters Score -2723409 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2723455.000000 Penalty: 3251.245117
	Iteration 31Q: 3 clusters Score -2723455 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2723520.750000 Penalty: 3251.245117
	Iteration 32Q: 3 clusters Score -2723521 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2723573.750000 Penalty: 3251.245117
	Iteration 33Q: 3 clusters Score -2723574 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2723652.750000 Penalty: 3251.245117
	Iteration 34Q: 3 clusters Score -2723653 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2723742.000000 Penalty: 3251.245117
	Iteration 35Q: 3 clusters Score -2723742 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2723865.500000 Penalty: 3251.245117
	Iteration 36Q: 3 clusters Score -2723866 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2723997.000000 Penalty: 3251.245117
	Iteration 37Q: 3 clusters Score -2723997 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2724108.500000 Penalty: 3251.245117
	Iteration 38Q: 3 clusters Score -2724108 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2724233.750000 Penalty: 3251.245117
	Iteration 39Q: 3 clusters Score -2724234 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2724331.750000 Penalty: 3251.245117
	Iteration 40F: 3 clusters Score -2724332 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2724417.250000 Penalty: 3251.245117
	Iteration 41Q: 3 clusters Score -2724417 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2724483.250000 Penalty: 3251.245117
	Iteration 42Q: 3 clusters Score -2724483 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2724551.250000 Penalty: 3251.245117
	Iteration 43Q: 3 clusters Score -2724551 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2724595.500000 Penalty: 3251.245117
	Iteration 44Q: 3 clusters Score -2724596 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2724623.250000 Penalty: 3251.245117
	Iteration 45Q: 3 clusters Score -2724623 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2724646.500000 Penalty: 3251.245117
	Iteration 46Q: 3 clusters Score -2724646 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2724662.500000 Penalty: 3251.245117
	Iteration 47Q: 3 clusters Score -2724662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2724681.750000 Penalty: 3251.245117
	Iteration 48Q: 3 clusters Score -2724682 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2724688.000000 Penalty: 3251.245117
	Iteration 49Q: 3 clusters Score -2724688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2724701.250000 Penalty: 3251.245117
	Iteration 50Q: 3 clusters Score -2724701 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2724714.000000 Penalty: 3251.245117
	Iteration 51Q: 3 clusters Score -2724714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2724724.750000 Penalty: 3251.245117
	Iteration 52Q: 3 clusters Score -2724725 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2724734.750000 Penalty: 3251.245117
	Iteration 53Q: 3 clusters Score -2724735 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2724739.750000 Penalty: 3251.245117
	Iteration 54Q: 3 clusters Score -2724740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2724740.000000 Penalty: 3251.245117
	Iteration 55Q: 3 clusters Score -2724740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2724751.000000 Penalty: 3251.245117
	Iteration 56Q: 3 clusters Score -2724751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2724755.500000 Penalty: 3251.245117
	Iteration 57Q: 3 clusters Score -2724756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2724773.750000 Penalty: 3251.245117
	Iteration 58Q: 3 clusters Score -2724774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2724786.000000 Penalty: 3251.245117
	Iteration 59Q: 3 clusters Score -2724786 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2724792.250000 Penalty: 3251.245117
	Iteration 60F: 3 clusters Score -2724792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2724796.750000 Penalty: 3251.245117
	Iteration 61Q: 3 clusters Score -2724797 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2724815.250000 Penalty: 3251.245117
	Iteration 62Q: 3 clusters Score -2724815 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2724828.750000 Penalty: 3251.245117
	Iteration 63Q: 3 clusters Score -2724829 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2724835.750000 Penalty: 3251.245117
	Iteration 64Q: 3 clusters Score -2724836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2724852.750000 Penalty: 3251.245117
	Iteration 65Q: 3 clusters Score -2724853 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2724874.750000 Penalty: 3251.245117
	Iteration 66Q: 3 clusters Score -2724875 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2724896.750000 Penalty: 3251.245117
	Iteration 67Q: 3 clusters Score -2724897 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2724916.000000 Penalty: 3251.245117
	Iteration 68Q: 3 clusters Score -2724916 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2724936.000000 Penalty: 3251.245117
	Iteration 69Q: 3 clusters Score -2724936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2724956.500000 Penalty: 3251.245117
	Iteration 70Q: 3 clusters Score -2724956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2724963.000000 Penalty: 3251.245117
	Iteration 71Q: 3 clusters Score -2724963 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2724976.500000 Penalty: 3251.245117
	Iteration 72Q: 3 clusters Score -2724976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2724999.750000 Penalty: 3251.245117
	Iteration 73Q: 3 clusters Score -2725000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2725012.500000 Penalty: 3251.245117
	Iteration 74Q: 3 clusters Score -2725012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2725036.500000 Penalty: 3251.245117
	Iteration 75Q: 3 clusters Score -2725036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2725057.250000 Penalty: 3251.245117
	Iteration 76Q: 3 clusters Score -2725057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2725077.500000 Penalty: 3251.245117
	Iteration 77Q: 3 clusters Score -2725078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2725103.750000 Penalty: 3251.245117
	Iteration 78Q: 3 clusters Score -2725104 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2725119.250000 Penalty: 3251.245117
	Iteration 79Q: 3 clusters Score -2725119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2725139.000000 Penalty: 3251.245117
	Iteration 80F: 3 clusters Score -2725139 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2725161.500000 Penalty: 3251.245117
	Iteration 81Q: 3 clusters Score -2725162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2725188.000000 Penalty: 3251.245117
	Iteration 82Q: 3 clusters Score -2725188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2725206.250000 Penalty: 3251.245117
	Iteration 83Q: 3 clusters Score -2725206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2725222.000000 Penalty: 3251.245117
	Iteration 84Q: 3 clusters Score -2725222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2725235.500000 Penalty: 3251.245117
	Iteration 85Q: 3 clusters Score -2725236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2725255.500000 Penalty: 3251.245117
	Iteration 86Q: 3 clusters Score -2725256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2725275.500000 Penalty: 3251.245117
	Iteration 87Q: 3 clusters Score -2725276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2725294.750000 Penalty: 3251.245117
	Iteration 88Q: 3 clusters Score -2725295 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2725313.500000 Penalty: 3251.245117
	Iteration 89Q: 3 clusters Score -2725314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2725333.500000 Penalty: 3251.245117
	Iteration 90Q: 3 clusters Score -2725334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2725356.250000 Penalty: 3251.245117
	Iteration 91Q: 3 clusters Score -2725356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2725373.500000 Penalty: 3251.245117
	Iteration 92Q: 3 clusters Score -2725374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2725387.250000 Penalty: 3251.245117
	Iteration 93Q: 3 clusters Score -2725387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2725412.750000 Penalty: 3251.245117
	Iteration 94Q: 3 clusters Score -2725413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2725427.750000 Penalty: 3251.245117
	Iteration 95Q: 3 clusters Score -2725428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2725437.000000 Penalty: 3251.245117
	Iteration 96Q: 3 clusters Score -2725437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2725459.250000 Penalty: 3251.245117
	Iteration 97Q: 3 clusters Score -2725459 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2725472.750000 Penalty: 3251.245117
	Iteration 98Q: 3 clusters Score -2725473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2725495.250000 Penalty: 3251.245117
	Iteration 99Q: 3 clusters Score -2725495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2725512.000000 Penalty: 3251.245117
	Iteration 100F: 3 clusters Score -2725512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2725527.250000 Penalty: 3251.245117
	Iteration 101Q: 3 clusters Score -2725527 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2725548.500000 Penalty: 3251.245117
	Iteration 102Q: 3 clusters Score -2725548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2725569.250000 Penalty: 3251.245117
	Iteration 103Q: 3 clusters Score -2725569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2725577.000000 Penalty: 3251.245117
	Iteration 104Q: 3 clusters Score -2725577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2725586.250000 Penalty: 3251.245117
	Iteration 105Q: 3 clusters Score -2725586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2725594.750000 Penalty: 3251.245117
	Iteration 106Q: 3 clusters Score -2725595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2725604.250000 Penalty: 3251.245117
	Iteration 107Q: 3 clusters Score -2725604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2725606.000000 Penalty: 3251.245117
	Iteration 108Q: 3 clusters Score -2725606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2725606.500000 Penalty: 3251.245117
	Iteration 109Q: 3 clusters Score -2725606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2725611.250000 Penalty: 3251.245117
	Iteration 110Q: 3 clusters Score -2725611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2725614.750000 Penalty: 3251.245117
	Iteration 111Q: 3 clusters Score -2725615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2725618.000000 Penalty: 3251.245117
	Iteration 112Q: 3 clusters Score -2725618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2725622.250000 Penalty: 3251.245117
	Iteration 113Q: 3 clusters Score -2725622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2725626.500000 Penalty: 3251.245117
	Iteration 114Q: 3 clusters Score -2725626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2725629.750000 Penalty: 3251.245117
	Iteration 115Q: 3 clusters Score -2725630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2725632.750000 Penalty: 3251.245117
	Iteration 116Q: 3 clusters Score -2725633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2725632.750000 Penalty: 3251.245117
	Iteration 117F: 3 clusters Score -2725633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -1371134.750000 Penalty: 1515.559814
	Iteration 0F: 2 clusters Score -1371135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1363231.125000 Penalty: 3031.119629
	Iteration 0F: 3 clusters Score -1363231 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1365814.125000 Penalty: 3031.119629
	Iteration 1F: 3 clusters Score -1365814 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1366079.875000 Penalty: 3031.119629
	Iteration 2F: 3 clusters Score -1366080 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1366353.750000 Penalty: 3031.119629
	Iteration 3F: 3 clusters Score -1366354 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1366694.125000 Penalty: 3031.119629
	Iteration 4F: 3 clusters Score -1366694 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1367126.875000 Penalty: 3031.119629
	Iteration 5F: 3 clusters Score -1367127 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1367725.500000 Penalty: 3031.119629
	Iteration 6F: 3 clusters Score -1367726 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1368403.625000 Penalty: 3031.119629
	Iteration 7F: 3 clusters Score -1368404 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1368983.625000 Penalty: 3031.119629
	Iteration 8F: 3 clusters Score -1368984 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1369373.875000 Penalty: 3031.119629
	Iteration 9Q: 3 clusters Score -1369374 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1369584.125000 Penalty: 3031.119629
	Iteration 10Q: 3 clusters Score -1369584 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1369689.500000 Penalty: 3031.119629
	Iteration 11Q: 3 clusters Score -1369690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1369755.750000 Penalty: 3031.119629
	Iteration 12Q: 3 clusters Score -1369756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1369786.500000 Penalty: 3031.119629
	Iteration 13Q: 3 clusters Score -1369786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1369795.500000 Penalty: 3031.119629
	Iteration 14Q: 3 clusters Score -1369796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1369803.125000 Penalty: 3031.119629
	Iteration 15Q: 3 clusters Score -1369803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1369817.375000 Penalty: 3031.119629
	Iteration 16Q: 3 clusters Score -1369817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1369823.500000 Penalty: 3031.119629
	Iteration 17Q: 3 clusters Score -1369824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1369829.250000 Penalty: 3031.119629
	Iteration 18Q: 3 clusters Score -1369829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1369831.875000 Penalty: 3031.119629
	Iteration 19Q: 3 clusters Score -1369832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1369836.875000 Penalty: 3031.119629
	Iteration 20F: 3 clusters Score -1369837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1369840.625000 Penalty: 3031.119629
	Iteration 21Q: 3 clusters Score -1369841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1369843.250000 Penalty: 3031.119629
	Iteration 22Q: 3 clusters Score -1369843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1369844.625000 Penalty: 3031.119629
	Iteration 23Q: 3 clusters Score -1369845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1369844.625000 Penalty: 3031.119629
	Iteration 24F: 3 clusters Score -1369845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -158469.484375 Penalty: 1173.785522
	Iteration 0F: 2 clusters Score -158469.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -156817.421875 Penalty: 2347.571045
	Iteration 0F: 3 clusters Score -156817.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -157109.484375 Penalty: 2347.571045
	Iteration 1F: 3 clusters Score -157109.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -157178.140625 Penalty: 2347.571045
	Iteration 2F: 3 clusters Score -157178.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -157214.515625 Penalty: 2347.571045
	Iteration 3Q: 3 clusters Score -157214.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -157234.109375 Penalty: 2347.571045
	Iteration 4Q: 3 clusters Score -157234.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -157250.546875 Penalty: 2347.571045
	Iteration 5Q: 3 clusters Score -157250.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -157260.250000 Penalty: 2347.571045
	Iteration 6Q: 3 clusters Score -157260.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -157271.750000 Penalty: 2347.571045
	Iteration 7Q: 3 clusters Score -157271.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -157285.093750 Penalty: 2347.571045
	Iteration 8Q: 3 clusters Score -157285.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157297.796875 Penalty: 2347.571045
	Iteration 9Q: 3 clusters Score -157297.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -157307.953125 Penalty: 2347.571045
	Iteration 10Q: 3 clusters Score -157308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -157316.000000 Penalty: 2347.571045
	Iteration 11Q: 3 clusters Score -157316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157322.093750 Penalty: 2347.571045
	Iteration 12Q: 3 clusters Score -157322.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -157327.968750 Penalty: 2347.571045
	Iteration 13Q: 3 clusters Score -157328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -157337.515625 Penalty: 2347.571045
	Iteration 14Q: 3 clusters Score -157337.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -157349.562500 Penalty: 2347.571045
	Iteration 15Q: 3 clusters Score -157349.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -157357.406250 Penalty: 2347.571045
	Iteration 16Q: 3 clusters Score -157357.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157367.453125 Penalty: 2347.571045
	Iteration 17Q: 3 clusters Score -157367.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -157372.281250 Penalty: 2347.571045
	Iteration 18Q: 3 clusters Score -157372.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -157383.703125 Penalty: 2347.571045
	Iteration 19Q: 3 clusters Score -157383.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -157393.218750 Penalty: 2347.571045
	Iteration 20F: 3 clusters Score -157393.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -157397.359375 Penalty: 2347.571045
	Iteration 21Q: 3 clusters Score -157397.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -157399.453125 Penalty: 2347.571045
	Iteration 22Q: 3 clusters Score -157399.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -157403.531250 Penalty: 2347.571045
	Iteration 23Q: 3 clusters Score -157403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -157404.796875 Penalty: 2347.571045
	Iteration 24Q: 3 clusters Score -157404.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -157408.031250 Penalty: 2347.571045
	Iteration 25Q: 3 clusters Score -157408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -157408.828125 Penalty: 2347.571045
	Iteration 26Q: 3 clusters Score -157408.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -157409.859375 Penalty: 2347.571045
	Iteration 27Q: 3 clusters Score -157409.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -157412.671875 Penalty: 2347.571045
	Iteration 28Q: 3 clusters Score -157412.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -157419.406250 Penalty: 2347.571045
	Iteration 29Q: 3 clusters Score -157419.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -157426.093750 Penalty: 2347.571045
	Iteration 30Q: 3 clusters Score -157426.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -157432.500000 Penalty: 2347.571045
	Iteration 31Q: 3 clusters Score -157432.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -157436.859375 Penalty: 2347.571045
	Iteration 32Q: 3 clusters Score -157436.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -157438.562500 Penalty: 2347.571045
	Iteration 33Q: 3 clusters Score -157438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -157440.328125 Penalty: 2347.571045
	Iteration 34Q: 3 clusters Score -157440.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -157441.437500 Penalty: 2347.571045
	Iteration 35Q: 3 clusters Score -157441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -157441.437500 Penalty: 2347.571045
	Iteration 36F: 3 clusters Score -157441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Entering Unmasked Estep 
Score: -3245593.250000 Penalty: 1652.069580
	Iteration 0F: 2 clusters Score -3245593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3228958.250000 Penalty: 3304.139160
	Iteration 0F: 3 clusters Score -3228958 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3235349.750000 Penalty: 3304.139160
	Iteration 1F: 3 clusters Score -3235350 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3235722.750000 Penalty: 3304.139160
	Iteration 2Q: 3 clusters Score -3235723 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3236151.000000 Penalty: 3304.139160
	Iteration 3Q: 3 clusters Score -3236151 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3236738.500000 Penalty: 3304.139160
	Iteration 4Q: 3 clusters Score -3236738 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3237539.000000 Penalty: 3304.139160
	Iteration 5F: 3 clusters Score -3237539 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3238618.000000 Penalty: 3304.139160
	Iteration 6F: 3 clusters Score -3238618 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3240205.500000 Penalty: 3304.139160
	Iteration 7F: 3 clusters Score -3240206 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3241848.500000 Penalty: 3304.139160
	Iteration 8F: 3 clusters Score -3241848 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3243041.500000 Penalty: 3304.139160
	Iteration 9F: 3 clusters Score -3243042 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3243659.250000 Penalty: 3304.139160
	Iteration 10Q: 3 clusters Score -3243659 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3243954.250000 Penalty: 3304.139160
	Iteration 11Q: 3 clusters Score -3243954 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3244089.750000 Penalty: 3304.139160
	Iteration 12Q: 3 clusters Score -3244090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3244150.500000 Penalty: 3304.139160
	Iteration 13Q: 3 clusters Score -3244150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3244188.000000 Penalty: 3304.139160
	Iteration 14Q: 3 clusters Score -3244188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3244215.750000 Penalty: 3304.139160
	Iteration 15Q: 3 clusters Score -3244216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3244222.500000 Penalty: 3304.139160
	Iteration 16Q: 3 clusters Score -3244222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3244238.000000 Penalty: 3304.139160
	Iteration 17Q: 3 clusters Score -3244238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3244238.250000 Penalty: 3304.139160
	Iteration 18Q: 3 clusters Score -3244238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3244242.000000 Penalty: 3304.139160
	Iteration 19Q: 3 clusters Score -3244242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3244248.250000 Penalty: 3304.139160
	Iteration 20F: 3 clusters Score -3244248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3244253.500000 Penalty: 3304.139160
	Iteration 21Q: 3 clusters Score -3244254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3244250.250000 Penalty: 3304.139160
	Iteration 22Q: 3 clusters Score -3244250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3244252.500000 Penalty: 3304.139160
	Iteration 23Q: 3 clusters Score -3244252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3244253.500000 Penalty: 3304.139160
	Iteration 24Q: 3 clusters Score -3244254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3244252.000000 Penalty: 3304.139160
	Iteration 25Q: 3 clusters Score -3244252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3244252.000000 Penalty: 3304.139160
	Iteration 26F: 3 clusters Score -3244252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Entering Unmasked Estep 
Score: -278240.281250 Penalty: 1258.281372
	Iteration 0F: 2 clusters Score -278240.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -275955.718750 Penalty: 2516.562744
	Iteration 0F: 3 clusters Score -275955.7 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -276413.750000 Penalty: 2516.562744
	Iteration 1F: 3 clusters Score -276413.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -276517.062500 Penalty: 2516.562744
	Iteration 2F: 3 clusters Score -276517.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -276596.375000 Penalty: 2516.562744
	Iteration 3Q: 3 clusters Score -276596.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -276648.937500 Penalty: 2516.562744
	Iteration 4Q: 3 clusters Score -276648.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -276699.125000 Penalty: 2516.562744
	Iteration 5Q: 3 clusters Score -276699.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -276743.281250 Penalty: 2516.562744
	Iteration 6Q: 3 clusters Score -276743.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -276778.937500 Penalty: 2516.562744
	Iteration 7Q: 3 clusters Score -276778.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -276803.937500 Penalty: 2516.562744
	Iteration 8Q: 3 clusters Score -276803.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -276817.968750 Penalty: 2516.562744
	Iteration 9Q: 3 clusters Score -276818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -276833.968750 Penalty: 2516.562744
	Iteration 10Q: 3 clusters Score -276834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -276839.500000 Penalty: 2516.562744
	Iteration 11Q: 3 clusters Score -276839.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -276843.281250 Penalty: 2516.562744
	Iteration 12Q: 3 clusters Score -276843.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -276847.156250 Penalty: 2516.562744
	Iteration 13Q: 3 clusters Score -276847.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -276850.500000 Penalty: 2516.562744
	Iteration 14Q: 3 clusters Score -276850.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -276852.375000 Penalty: 2516.562744
	Iteration 15Q: 3 clusters Score -276852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -276853.468750 Penalty: 2516.562744
	Iteration 16Q: 3 clusters Score -276853.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -276854.937500 Penalty: 2516.562744
	Iteration 17Q: 3 clusters Score -276854.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -276855.656250 Penalty: 2516.562744
	Iteration 18Q: 3 clusters Score -276855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -276858.000000 Penalty: 2516.562744
	Iteration 19Q: 3 clusters Score -276858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -276861.593750 Penalty: 2516.562744
	Iteration 20F: 3 clusters Score -276861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -276863.468750 Penalty: 2516.562744
	Iteration 21Q: 3 clusters Score -276863.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -276864.875000 Penalty: 2516.562744
	Iteration 22Q: 3 clusters Score -276864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -276866.875000 Penalty: 2516.562744
	Iteration 23Q: 3 clusters Score -276866.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -276869.593750 Penalty: 2516.562744
	Iteration 24Q: 3 clusters Score -276869.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -276872.781250 Penalty: 2516.562744
	Iteration 25Q: 3 clusters Score -276872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -276874.312500 Penalty: 2516.562744
	Iteration 26Q: 3 clusters Score -276874.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -276876.750000 Penalty: 2516.562744
	Iteration 27Q: 3 clusters Score -276876.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -276878.406250 Penalty: 2516.562744
	Iteration 28Q: 3 clusters Score -276878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -276878.968750 Penalty: 2516.562744
	Iteration 29Q: 3 clusters Score -276879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -276878.937500 Penalty: 2516.562744
	Iteration 30Q: 3 clusters Score -276878.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -276880.156250 Penalty: 2516.562744
	Iteration 31Q: 3 clusters Score -276880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -276880.625000 Penalty: 2516.562744
	Iteration 32Q: 3 clusters Score -276880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -276880.843750 Penalty: 2516.562744
	Iteration 33Q: 3 clusters Score -276880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -276882.125000 Penalty: 2516.562744
	Iteration 34Q: 3 clusters Score -276882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -276882.562500 Penalty: 2516.562744
	Iteration 35Q: 3 clusters Score -276882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -276882.656250 Penalty: 2516.562744
	Iteration 36Q: 3 clusters Score -276882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -276883.250000 Penalty: 2516.562744
	Iteration 37Q: 3 clusters Score -276883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -276883.656250 Penalty: 2516.562744
	Iteration 38Q: 3 clusters Score -276883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -276883.500000 Penalty: 2516.562744
	Iteration 39Q: 3 clusters Score -276883.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -276883.500000 Penalty: 2516.562744
	Iteration 40F: 3 clusters Score -276883.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Entering Unmasked Estep 
Score: -4016374.000000 Penalty: 1691.086182
	Iteration 0F: 2 clusters Score -4016374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3995420.500000 Penalty: 3382.172363
	Iteration 0F: 3 clusters Score -3995420 nChanged 15371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4003696.750000 Penalty: 3382.172363
	Iteration 1F: 3 clusters Score -4003697 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -4004109.500000 Penalty: 3382.172363
	Iteration 2Q: 3 clusters Score -4004110 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4004555.000000 Penalty: 3382.172363
	Iteration 3Q: 3 clusters Score -4004555 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4005144.250000 Penalty: 3382.172363
	Iteration 4Q: 3 clusters Score -4005144 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4006073.500000 Penalty: 3382.172363
	Iteration 5F: 3 clusters Score -4006074 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4007303.750000 Penalty: 3382.172363
	Iteration 6F: 3 clusters Score -4007304 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4008862.250000 Penalty: 3382.172363
	Iteration 7F: 3 clusters Score -4008862 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -4010565.000000 Penalty: 3382.172363
	Iteration 8F: 3 clusters Score -4010565 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -4012065.750000 Penalty: 3382.172363
	Iteration 9F: 3 clusters Score -4012066 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -4013289.250000 Penalty: 3382.172363
	Iteration 10F: 3 clusters Score -4013289 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4014045.500000 Penalty: 3382.172363
	Iteration 11Q: 3 clusters Score -4014046 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4014451.250000 Penalty: 3382.172363
	Iteration 12Q: 3 clusters Score -4014451 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -4014668.500000 Penalty: 3382.172363
	Iteration 13Q: 3 clusters Score -4014668 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4014759.750000 Penalty: 3382.172363
	Iteration 14Q: 3 clusters Score -4014760 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -4014809.500000 Penalty: 3382.172363
	Iteration 15Q: 3 clusters Score -4014810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -4014870.250000 Penalty: 3382.172363
	Iteration 16Q: 3 clusters Score -4014870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4014899.500000 Penalty: 3382.172363
	Iteration 17Q: 3 clusters Score -4014900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4014932.500000 Penalty: 3382.172363
	Iteration 18Q: 3 clusters Score -4014932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4014952.000000 Penalty: 3382.172363
	Iteration 19Q: 3 clusters Score -4014952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4014961.500000 Penalty: 3382.172363
	Iteration 20F: 3 clusters Score -4014962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4014970.500000 Penalty: 3382.172363
	Iteration 21Q: 3 clusters Score -4014970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4014975.750000 Penalty: 3382.172363
	Iteration 22Q: 3 clusters Score -4014976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4014985.750000 Penalty: 3382.172363
	Iteration 23Q: 3 clusters Score -4014986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4014986.000000 Penalty: 3382.172363
	Iteration 24Q: 3 clusters Score -4014986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4014987.000000 Penalty: 3382.172363
	Iteration 25Q: 3 clusters Score -4014987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4014990.250000 Penalty: 3382.172363
	Iteration 26Q: 3 clusters Score -4014990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4014992.750000 Penalty: 3382.172363
	Iteration 27Q: 3 clusters Score -4014993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4014995.250000 Penalty: 3382.172363
	Iteration 28Q: 3 clusters Score -4014995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4014991.750000 Penalty: 3382.172363
	Iteration 29Q: 3 clusters Score -4014992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4014991.750000 Penalty: 3382.172363
	Iteration 30F: 3 clusters Score -4014992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Entering Unmasked Estep 
Score: -4667202.000000 Penalty: 1714.849121
	Iteration 0F: 2 clusters Score -4667202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -4643223.000000 Penalty: 3429.698242
	Iteration 0F: 3 clusters Score -4643223 nChanged 17777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -4653288.000000 Penalty: 3429.698242
	Iteration 1F: 3 clusters Score -4653288 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -4653725.500000 Penalty: 3429.698242
	Iteration 2Q: 3 clusters Score -4653726 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -4654117.000000 Penalty: 3429.698242
	Iteration 3Q: 3 clusters Score -4654117 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -4654621.000000 Penalty: 3429.698242
	Iteration 4Q: 3 clusters Score -4654621 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -4655234.000000 Penalty: 3429.698242
	Iteration 5Q: 3 clusters Score -4655234 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -4656006.000000 Penalty: 3429.698242
	Iteration 6Q: 3 clusters Score -4656006 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4657072.500000 Penalty: 3429.698242
	Iteration 7Q: 3 clusters Score -4657072 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -4658377.000000 Penalty: 3429.698242
	Iteration 8F: 3 clusters Score -4658377 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -4659814.000000 Penalty: 3429.698242
	Iteration 9F: 3 clusters Score -4659814 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4660983.500000 Penalty: 3429.698242
	Iteration 10F: 3 clusters Score -4660984 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4661666.000000 Penalty: 3429.698242
	Iteration 11Q: 3 clusters Score -4661666 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -4661972.000000 Penalty: 3429.698242
	Iteration 12Q: 3 clusters Score -4661972 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -4662135.500000 Penalty: 3429.698242
	Iteration 13Q: 3 clusters Score -4662136 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -4662241.500000 Penalty: 3429.698242
	Iteration 14Q: 3 clusters Score -4662242 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -4662328.000000 Penalty: 3429.698242
	Iteration 15Q: 3 clusters Score -4662328 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -4662403.000000 Penalty: 3429.698242
	Iteration 16Q: 3 clusters Score -4662403 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -4662467.500000 Penalty: 3429.698242
	Iteration 17Q: 3 clusters Score -4662468 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -4662492.000000 Penalty: 3429.698242
	Iteration 18Q: 3 clusters Score -4662492 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -4662533.500000 Penalty: 3429.698242
	Iteration 19Q: 3 clusters Score -4662534 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -4662546.500000 Penalty: 3429.698242
	Iteration 20F: 3 clusters Score -4662546 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -4662617.500000 Penalty: 3429.698242
	Iteration 21Q: 3 clusters Score -4662618 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -4662656.000000 Penalty: 3429.698242
	Iteration 22Q: 3 clusters Score -4662656 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -4662703.000000 Penalty: 3429.698242
	Iteration 23Q: 3 clusters Score -4662703 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -4662752.500000 Penalty: 3429.698242
	Iteration 24Q: 3 clusters Score -4662752 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -4662806.000000 Penalty: 3429.698242
	Iteration 25Q: 3 clusters Score -4662806 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -4662845.500000 Penalty: 3429.698242
	Iteration 26Q: 3 clusters Score -4662846 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -4662851.000000 Penalty: 3429.698242
	Iteration 27Q: 3 clusters Score -4662851 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -4662916.000000 Penalty: 3429.698242
	Iteration 28Q: 3 clusters Score -4662916 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -4662942.000000 Penalty: 3429.698242
	Iteration 29Q: 3 clusters Score -4662942 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -4663011.500000 Penalty: 3429.698242
	Iteration 30Q: 3 clusters Score -4663012 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -4663074.000000 Penalty: 3429.698242
	Iteration 31Q: 3 clusters Score -4663074 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -4663098.000000 Penalty: 3429.698242
	Iteration 32Q: 3 clusters Score -4663098 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4663149.000000 Penalty: 3429.698242
	Iteration 33Q: 3 clusters Score -4663149 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -4663201.000000 Penalty: 3429.698242
	Iteration 34Q: 3 clusters Score -4663201 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -4663224.000000 Penalty: 3429.698242
	Iteration 35Q: 3 clusters Score -4663224 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -4663278.000000 Penalty: 3429.698242
	Iteration 36Q: 3 clusters Score -4663278 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -4663353.000000 Penalty: 3429.698242
	Iteration 37Q: 3 clusters Score -4663353 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -4663428.500000 Penalty: 3429.698242
	Iteration 38Q: 3 clusters Score -4663428 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -4663490.000000 Penalty: 3429.698242
	Iteration 39Q: 3 clusters Score -4663490 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -4663565.000000 Penalty: 3429.698242
	Iteration 40F: 3 clusters Score -4663565 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -4663587.500000 Penalty: 3429.698242
	Iteration 41Q: 3 clusters Score -4663588 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -4663611.000000 Penalty: 3429.698242
	Iteration 42Q: 3 clusters Score -4663611 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4663635.500000 Penalty: 3429.698242
	Iteration 43Q: 3 clusters Score -4663636 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -4663678.500000 Penalty: 3429.698242
	Iteration 44Q: 3 clusters Score -4663678 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4663715.000000 Penalty: 3429.698242
	Iteration 45Q: 3 clusters Score -4663715 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4663716.500000 Penalty: 3429.698242
	Iteration 46Q: 3 clusters Score -4663716 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4663779.500000 Penalty: 3429.698242
	Iteration 47Q: 3 clusters Score -4663780 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -4663820.500000 Penalty: 3429.698242
	Iteration 48Q: 3 clusters Score -4663820 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4663838.500000 Penalty: 3429.698242
	Iteration 49Q: 3 clusters Score -4663838 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4663905.500000 Penalty: 3429.698242
	Iteration 50Q: 3 clusters Score -4663906 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4663953.500000 Penalty: 3429.698242
	Iteration 51Q: 3 clusters Score -4663954 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4664000.500000 Penalty: 3429.698242
	Iteration 52Q: 3 clusters Score -4664000 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4664047.000000 Penalty: 3429.698242
	Iteration 53Q: 3 clusters Score -4664047 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4664117.500000 Penalty: 3429.698242
	Iteration 54Q: 3 clusters Score -4664118 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4664173.000000 Penalty: 3429.698242
	Iteration 55Q: 3 clusters Score -4664173 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4664205.500000 Penalty: 3429.698242
	Iteration 56Q: 3 clusters Score -4664206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4664274.000000 Penalty: 3429.698242
	Iteration 57Q: 3 clusters Score -4664274 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4664324.500000 Penalty: 3429.698242
	Iteration 58Q: 3 clusters Score -4664324 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4664380.000000 Penalty: 3429.698242
	Iteration 59Q: 3 clusters Score -4664380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4664438.000000 Penalty: 3429.698242
	Iteration 60F: 3 clusters Score -4664438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4664496.500000 Penalty: 3429.698242
	Iteration 61Q: 3 clusters Score -4664496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4664547.000000 Penalty: 3429.698242
	Iteration 62Q: 3 clusters Score -4664547 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4664569.000000 Penalty: 3429.698242
	Iteration 63Q: 3 clusters Score -4664569 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4664602.000000 Penalty: 3429.698242
	Iteration 64Q: 3 clusters Score -4664602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4664632.500000 Penalty: 3429.698242
	Iteration 65Q: 3 clusters Score -4664632 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4664664.000000 Penalty: 3429.698242
	Iteration 66Q: 3 clusters Score -4664664 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4664673.000000 Penalty: 3429.698242
	Iteration 67Q: 3 clusters Score -4664673 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4664705.500000 Penalty: 3429.698242
	Iteration 68Q: 3 clusters Score -4664706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4664742.000000 Penalty: 3429.698242
	Iteration 69Q: 3 clusters Score -4664742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4664781.000000 Penalty: 3429.698242
	Iteration 70Q: 3 clusters Score -4664781 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4664824.000000 Penalty: 3429.698242
	Iteration 71Q: 3 clusters Score -4664824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4664862.500000 Penalty: 3429.698242
	Iteration 72Q: 3 clusters Score -4664862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4664896.000000 Penalty: 3429.698242
	Iteration 73Q: 3 clusters Score -4664896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4664896.500000 Penalty: 3429.698242
	Iteration 74Q: 3 clusters Score -4664896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4664931.500000 Penalty: 3429.698242
	Iteration 75Q: 3 clusters Score -4664932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4664953.000000 Penalty: 3429.698242
	Iteration 76Q: 3 clusters Score -4664953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4664984.500000 Penalty: 3429.698242
	Iteration 77Q: 3 clusters Score -4664984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4665013.000000 Penalty: 3429.698242
	Iteration 78Q: 3 clusters Score -4665013 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4665036.000000 Penalty: 3429.698242
	Iteration 79Q: 3 clusters Score -4665036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4665047.500000 Penalty: 3429.698242
	Iteration 80F: 3 clusters Score -4665048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4665071.000000 Penalty: 3429.698242
	Iteration 81Q: 3 clusters Score -4665071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4665087.000000 Penalty: 3429.698242
	Iteration 82Q: 3 clusters Score -4665087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4665118.000000 Penalty: 3429.698242
	Iteration 83Q: 3 clusters Score -4665118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4665140.000000 Penalty: 3429.698242
	Iteration 84Q: 3 clusters Score -4665140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4665166.500000 Penalty: 3429.698242
	Iteration 85Q: 3 clusters Score -4665166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4665205.000000 Penalty: 3429.698242
	Iteration 86Q: 3 clusters Score -4665205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4665226.000000 Penalty: 3429.698242
	Iteration 87Q: 3 clusters Score -4665226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4665235.500000 Penalty: 3429.698242
	Iteration 88Q: 3 clusters Score -4665236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4665248.000000 Penalty: 3429.698242
	Iteration 89Q: 3 clusters Score -4665248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4665240.500000 Penalty: 3429.698242
	Iteration 90Q: 3 clusters Score -4665240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4665259.000000 Penalty: 3429.698242
	Iteration 91Q: 3 clusters Score -4665259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4665266.500000 Penalty: 3429.698242
	Iteration 92Q: 3 clusters Score -4665266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4665275.000000 Penalty: 3429.698242
	Iteration 93Q: 3 clusters Score -4665275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4665279.500000 Penalty: 3429.698242
	Iteration 94Q: 3 clusters Score -4665280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4665283.500000 Penalty: 3429.698242
	Iteration 95Q: 3 clusters Score -4665284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4665292.500000 Penalty: 3429.698242
	Iteration 96Q: 3 clusters Score -4665292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4665300.500000 Penalty: 3429.698242
	Iteration 97Q: 3 clusters Score -4665300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4665314.500000 Penalty: 3429.698242
	Iteration 98Q: 3 clusters Score -4665314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4665323.500000 Penalty: 3429.698242
	Iteration 99Q: 3 clusters Score -4665324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4665328.000000 Penalty: 3429.698242
	Iteration 100F: 3 clusters Score -4665328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4665336.500000 Penalty: 3429.698242
	Iteration 101Q: 3 clusters Score -4665336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4665338.000000 Penalty: 3429.698242
	Iteration 102Q: 3 clusters Score -4665338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4665340.500000 Penalty: 3429.698242
	Iteration 103Q: 3 clusters Score -4665340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4665335.500000 Penalty: 3429.698242
	Iteration 104Q: 3 clusters Score -4665336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4665349.500000 Penalty: 3429.698242
	Iteration 105Q: 3 clusters Score -4665350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4665369.000000 Penalty: 3429.698242
	Iteration 106Q: 3 clusters Score -4665369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4665366.500000 Penalty: 3429.698242
	Iteration 107Q: 3 clusters Score -4665366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4665373.000000 Penalty: 3429.698242
	Iteration 108Q: 3 clusters Score -4665373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4665375.000000 Penalty: 3429.698242
	Iteration 109Q: 3 clusters Score -4665375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4665382.000000 Penalty: 3429.698242
	Iteration 110Q: 3 clusters Score -4665382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4665385.000000 Penalty: 3429.698242
	Iteration 111Q: 3 clusters Score -4665385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4665388.000000 Penalty: 3429.698242
	Iteration 112Q: 3 clusters Score -4665388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4665391.500000 Penalty: 3429.698242
	Iteration 113Q: 3 clusters Score -4665392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4665389.500000 Penalty: 3429.698242
	Iteration 114Q: 3 clusters Score -4665390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4665393.000000 Penalty: 3429.698242
	Iteration 115Q: 3 clusters Score -4665393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4665399.500000 Penalty: 3429.698242
	Iteration 116Q: 3 clusters Score -4665400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4665389.500000 Penalty: 3429.698242
	Iteration 117Q: 3 clusters Score -4665390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4665391.000000 Penalty: 3429.698242
	Iteration 118Q: 3 clusters Score -4665391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4665395.000000 Penalty: 3429.698242
	Iteration 119Q: 3 clusters Score -4665395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4665394.500000 Penalty: 3429.698242
	Iteration 120F: 3 clusters Score -4665394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4665395.000000 Penalty: 3429.698242
	Iteration 121Q: 3 clusters Score -4665395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4665400.500000 Penalty: 3429.698242
	Iteration 122Q: 3 clusters Score -4665400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4665400.500000 Penalty: 3429.698242
	Iteration 123F: 3 clusters Score -4665400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Entering Unmasked Estep 
Score: -3773944.250000 Penalty: 1680.475464
	Iteration 0F: 2 clusters Score -3773944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3754137.500000 Penalty: 3360.950928
	Iteration 0F: 3 clusters Score -3754138 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3761800.750000 Penalty: 3360.950928
	Iteration 1F: 3 clusters Score -3761801 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3762112.500000 Penalty: 3360.950928
	Iteration 2Q: 3 clusters Score -3762112 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3762377.250000 Penalty: 3360.950928
	Iteration 3Q: 3 clusters Score -3762377 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3762654.000000 Penalty: 3360.950928
	Iteration 4Q: 3 clusters Score -3762654 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3763041.000000 Penalty: 3360.950928
	Iteration 5Q: 3 clusters Score -3763041 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3763585.500000 Penalty: 3360.950928
	Iteration 6Q: 3 clusters Score -3763586 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3764465.000000 Penalty: 3360.950928
	Iteration 7F: 3 clusters Score -3764465 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3765786.750000 Penalty: 3360.950928
	Iteration 8F: 3 clusters Score -3765787 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3767539.000000 Penalty: 3360.950928
	Iteration 9F: 3 clusters Score -3767539 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3769353.250000 Penalty: 3360.950928
	Iteration 10F: 3 clusters Score -3769353 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3770870.750000 Penalty: 3360.950928
	Iteration 11F: 3 clusters Score -3770871 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3771698.000000 Penalty: 3360.950928
	Iteration 12Q: 3 clusters Score -3771698 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3772093.250000 Penalty: 3360.950928
	Iteration 13Q: 3 clusters Score -3772093 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3772282.500000 Penalty: 3360.950928
	Iteration 14Q: 3 clusters Score -3772282 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3772389.000000 Penalty: 3360.950928
	Iteration 15Q: 3 clusters Score -3772389 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3772476.000000 Penalty: 3360.950928
	Iteration 16Q: 3 clusters Score -3772476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3772511.250000 Penalty: 3360.950928
	Iteration 17Q: 3 clusters Score -3772511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3772537.000000 Penalty: 3360.950928
	Iteration 18Q: 3 clusters Score -3772537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3772554.250000 Penalty: 3360.950928
	Iteration 19Q: 3 clusters Score -3772554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3772569.500000 Penalty: 3360.950928
	Iteration 20F: 3 clusters Score -3772570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3772582.000000 Penalty: 3360.950928
	Iteration 21Q: 3 clusters Score -3772582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3772582.250000 Penalty: 3360.950928
	Iteration 22Q: 3 clusters Score -3772582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3772584.000000 Penalty: 3360.950928
	Iteration 23Q: 3 clusters Score -3772584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3772586.250000 Penalty: 3360.950928
	Iteration 24Q: 3 clusters Score -3772586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3772588.250000 Penalty: 3360.950928
	Iteration 25Q: 3 clusters Score -3772588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3772588.250000 Penalty: 3360.950928
	Iteration 26F: 3 clusters Score -3772588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -15730.780273 Penalty: 821.639954
	Iteration 0F: 2 clusters Score -15730.78 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 81 members 
Entering Unmasked Estep 
Score: -15211.473633 Penalty: 1643.279907
	Iteration 0F: 3 clusters Score -15211.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15336.333984 Penalty: 1643.279907
	Iteration 1F: 3 clusters Score -15336.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15408.922852 Penalty: 1643.279907
	Iteration 2F: 3 clusters Score -15408.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15456.216797 Penalty: 1643.279907
	Iteration 3Q: 3 clusters Score -15456.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15466.602539 Penalty: 1643.279907
	Iteration 4Q: 3 clusters Score -15466.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15466.602539 Penalty: 1643.279907
	Iteration 5F: 3 clusters Score -15466.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Entering Unmasked Estep 
Score: -1050178.375000 Penalty: 1479.667480
	Iteration 0F: 2 clusters Score -1050178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1043601.187500 Penalty: 2959.334961
	Iteration 0F: 3 clusters Score -1043601 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1045746.000000 Penalty: 2959.334961
	Iteration 1F: 3 clusters Score -1045746 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1046207.812500 Penalty: 2959.334961
	Iteration 2F: 3 clusters Score -1046208 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1046808.062500 Penalty: 2959.334961
	Iteration 3F: 3 clusters Score -1046808 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1047333.750000 Penalty: 2959.334961
	Iteration 4F: 3 clusters Score -1047334 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1047779.625000 Penalty: 2959.334961
	Iteration 5F: 3 clusters Score -1047780 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1048161.187500 Penalty: 2959.334961
	Iteration 6F: 3 clusters Score -1048161 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1048494.187500 Penalty: 2959.334961
	Iteration 7F: 3 clusters Score -1048494 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1048775.000000 Penalty: 2959.334961
	Iteration 8Q: 3 clusters Score -1048775 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1049032.000000 Penalty: 2959.334961
	Iteration 9Q: 3 clusters Score -1049032 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1049268.500000 Penalty: 2959.334961
	Iteration 10Q: 3 clusters Score -1049268 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1049488.625000 Penalty: 2959.334961
	Iteration 11Q: 3 clusters Score -1049489 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1049634.500000 Penalty: 2959.334961
	Iteration 12Q: 3 clusters Score -1049634 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1049732.375000 Penalty: 2959.334961
	Iteration 13Q: 3 clusters Score -1049732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1049798.875000 Penalty: 2959.334961
	Iteration 14Q: 3 clusters Score -1049799 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1049841.375000 Penalty: 2959.334961
	Iteration 15Q: 3 clusters Score -1049841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1049872.250000 Penalty: 2959.334961
	Iteration 16Q: 3 clusters Score -1049872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1049890.375000 Penalty: 2959.334961
	Iteration 17Q: 3 clusters Score -1049890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1049904.125000 Penalty: 2959.334961
	Iteration 18Q: 3 clusters Score -1049904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1049909.250000 Penalty: 2959.334961
	Iteration 19Q: 3 clusters Score -1049909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1049912.750000 Penalty: 2959.334961
	Iteration 20F: 3 clusters Score -1049913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1049918.000000 Penalty: 2959.334961
	Iteration 21Q: 3 clusters Score -1049918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1049920.125000 Penalty: 2959.334961
	Iteration 22Q: 3 clusters Score -1049920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1049919.875000 Penalty: 2959.334961
	Iteration 23Q: 3 clusters Score -1049920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1049921.125000 Penalty: 2959.334961
	Iteration 24Q: 3 clusters Score -1049921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1049920.875000 Penalty: 2959.334961
	Iteration 25Q: 3 clusters Score -1049921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1049922.375000 Penalty: 2959.334961
	Iteration 26Q: 3 clusters Score -1049922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1049922.000000 Penalty: 2959.334961
	Iteration 27Q: 3 clusters Score -1049922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1049922.000000 Penalty: 2959.334961
	Iteration 28F: 3 clusters Score -1049922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53328.312500 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53328.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52385.726562 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52385.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52486.625000 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52486.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52522.820312 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -52522.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52536.480469 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52536.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52539.464844 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52539.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52541.890625 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52541.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52547.210938 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -52547.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52550.593750 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -52550.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52550.593750 Penalty: 1881.737183
	Iteration 8F: 3 clusters Score -52550.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Entering Unmasked Estep 
Score: -2010369.875000 Penalty: 1576.014771
	Iteration 0F: 2 clusters Score -2010370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1999228.625000 Penalty: 3152.029541
	Iteration 0F: 3 clusters Score -1999229 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2003247.625000 Penalty: 3152.029541
	Iteration 1F: 3 clusters Score -2003248 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2003563.375000 Penalty: 3152.029541
	Iteration 2F: 3 clusters Score -2003563 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2003873.125000 Penalty: 3152.029541
	Iteration 3Q: 3 clusters Score -2003873 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2004189.125000 Penalty: 3152.029541
	Iteration 4Q: 3 clusters Score -2004189 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2004560.500000 Penalty: 3152.029541
	Iteration 5Q: 3 clusters Score -2004560 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2005006.125000 Penalty: 3152.029541
	Iteration 6Q: 3 clusters Score -2005006 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2005530.000000 Penalty: 3152.029541
	Iteration 7F: 3 clusters Score -2005530 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2006128.875000 Penalty: 3152.029541
	Iteration 8F: 3 clusters Score -2006129 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2006669.125000 Penalty: 3152.029541
	Iteration 9Q: 3 clusters Score -2006669 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2007153.875000 Penalty: 3152.029541
	Iteration 10Q: 3 clusters Score -2007154 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2007569.500000 Penalty: 3152.029541
	Iteration 11Q: 3 clusters Score -2007570 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2007874.250000 Penalty: 3152.029541
	Iteration 12Q: 3 clusters Score -2007874 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2008061.375000 Penalty: 3152.029541
	Iteration 13Q: 3 clusters Score -2008061 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2008230.625000 Penalty: 3152.029541
	Iteration 14Q: 3 clusters Score -2008231 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2008342.500000 Penalty: 3152.029541
	Iteration 15Q: 3 clusters Score -2008342 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2008449.000000 Penalty: 3152.029541
	Iteration 16Q: 3 clusters Score -2008449 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2008545.250000 Penalty: 3152.029541
	Iteration 17Q: 3 clusters Score -2008545 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2008626.125000 Penalty: 3152.029541
	Iteration 18Q: 3 clusters Score -2008626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2008684.250000 Penalty: 3152.029541
	Iteration 19Q: 3 clusters Score -2008684 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2008732.250000 Penalty: 3152.029541
	Iteration 20F: 3 clusters Score -2008732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2008768.500000 Penalty: 3152.029541
	Iteration 21Q: 3 clusters Score -2008768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2008799.875000 Penalty: 3152.029541
	Iteration 22Q: 3 clusters Score -2008800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2008826.625000 Penalty: 3152.029541
	Iteration 23Q: 3 clusters Score -2008827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2008852.625000 Penalty: 3152.029541
	Iteration 24Q: 3 clusters Score -2008853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2008887.250000 Penalty: 3152.029541
	Iteration 25Q: 3 clusters Score -2008887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2008909.125000 Penalty: 3152.029541
	Iteration 26Q: 3 clusters Score -2008909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2008930.125000 Penalty: 3152.029541
	Iteration 27Q: 3 clusters Score -2008930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2008947.625000 Penalty: 3152.029541
	Iteration 28Q: 3 clusters Score -2008948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2008959.875000 Penalty: 3152.029541
	Iteration 29Q: 3 clusters Score -2008960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2008971.250000 Penalty: 3152.029541
	Iteration 30Q: 3 clusters Score -2008971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2008974.875000 Penalty: 3152.029541
	Iteration 31Q: 3 clusters Score -2008975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2008976.875000 Penalty: 3152.029541
	Iteration 32Q: 3 clusters Score -2008977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2008978.750000 Penalty: 3152.029541
	Iteration 33Q: 3 clusters Score -2008979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2008980.625000 Penalty: 3152.029541
	Iteration 34Q: 3 clusters Score -2008981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2008984.375000 Penalty: 3152.029541
	Iteration 35Q: 3 clusters Score -2008984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2008986.125000 Penalty: 3152.029541
	Iteration 36Q: 3 clusters Score -2008986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2008988.875000 Penalty: 3152.029541
	Iteration 37Q: 3 clusters Score -2008989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2008992.625000 Penalty: 3152.029541
	Iteration 38Q: 3 clusters Score -2008993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2008998.125000 Penalty: 3152.029541
	Iteration 39Q: 3 clusters Score -2008998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2009002.625000 Penalty: 3152.029541
	Iteration 40F: 3 clusters Score -2009003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2009001.875000 Penalty: 3152.029541
	Iteration 41Q: 3 clusters Score -2009002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2009000.625000 Penalty: 3152.029541
	Iteration 42Q: 3 clusters Score -2009001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2009004.250000 Penalty: 3152.029541
	Iteration 43Q: 3 clusters Score -2009004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2009003.250000 Penalty: 3152.029541
	Iteration 44Q: 3 clusters Score -2009003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2009003.250000 Penalty: 3152.029541
	Iteration 45Q: 3 clusters Score -2009003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2009005.250000 Penalty: 3152.029541
	Iteration 46Q: 3 clusters Score -2009005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2009009.500000 Penalty: 3152.029541
	Iteration 47Q: 3 clusters Score -2009010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2009008.750000 Penalty: 3152.029541
	Iteration 48Q: 3 clusters Score -2009009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2009008.750000 Penalty: 3152.029541
	Iteration 49F: 3 clusters Score -2009009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Entering Unmasked Estep 
Score: -3530614.750000 Penalty: 1664.844360
	Iteration 0F: 2 clusters Score -3530615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3512901.250000 Penalty: 3329.688721
	Iteration 0F: 3 clusters Score -3512901 nChanged 12944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -3520316.000000 Penalty: 3329.688721
	Iteration 1F: 3 clusters Score -3520316 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3520808.000000 Penalty: 3329.688721
	Iteration 2Q: 3 clusters Score -3520808 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3521466.000000 Penalty: 3329.688721
	Iteration 3F: 3 clusters Score -3521466 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3522370.500000 Penalty: 3329.688721
	Iteration 4F: 3 clusters Score -3522370 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3523918.750000 Penalty: 3329.688721
	Iteration 5F: 3 clusters Score -3523919 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3525787.500000 Penalty: 3329.688721
	Iteration 6F: 3 clusters Score -3525788 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3527328.500000 Penalty: 3329.688721
	Iteration 7F: 3 clusters Score -3527328 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3528252.000000 Penalty: 3329.688721
	Iteration 8F: 3 clusters Score -3528252 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3528712.250000 Penalty: 3329.688721
	Iteration 9Q: 3 clusters Score -3528712 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3528898.750000 Penalty: 3329.688721
	Iteration 10Q: 3 clusters Score -3528899 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3529004.000000 Penalty: 3329.688721
	Iteration 11Q: 3 clusters Score -3529004 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3529115.250000 Penalty: 3329.688721
	Iteration 12Q: 3 clusters Score -3529115 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3529160.250000 Penalty: 3329.688721
	Iteration 13Q: 3 clusters Score -3529160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3529191.750000 Penalty: 3329.688721
	Iteration 14Q: 3 clusters Score -3529192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3529199.250000 Penalty: 3329.688721
	Iteration 15Q: 3 clusters Score -3529199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3529207.500000 Penalty: 3329.688721
	Iteration 16Q: 3 clusters Score -3529208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3529216.500000 Penalty: 3329.688721
	Iteration 17Q: 3 clusters Score -3529216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3529225.000000 Penalty: 3329.688721
	Iteration 18Q: 3 clusters Score -3529225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3529230.000000 Penalty: 3329.688721
	Iteration 19Q: 3 clusters Score -3529230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3529239.000000 Penalty: 3329.688721
	Iteration 20F: 3 clusters Score -3529239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3529243.750000 Penalty: 3329.688721
	Iteration 21Q: 3 clusters Score -3529244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3529241.750000 Penalty: 3329.688721
	Iteration 22Q: 3 clusters Score -3529242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3529246.750000 Penalty: 3329.688721
	Iteration 23Q: 3 clusters Score -3529247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3529248.000000 Penalty: 3329.688721
	Iteration 24Q: 3 clusters Score -3529248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3529247.000000 Penalty: 3329.688721
	Iteration 25Q: 3 clusters Score -3529247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3529247.750000 Penalty: 3329.688721
	Iteration 26Q: 3 clusters Score -3529248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3529247.750000 Penalty: 3329.688721
	Iteration 27F: 3 clusters Score -3529248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22111 members 
Mstep: Class 3 contains 11232 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26019 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 33080 members 
Mstep: Class 9 contains 38289 members 
Mstep: Class 12 contains 30989 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 9006 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16294 members 
Mstep: Class 19 contains 28147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442236.000000 Penalty: 27982.333984
Iteration 279Q: 15 clusters Score -2.644224e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22120 members 
Mstep: Class 3 contains 11238 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26017 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 33071 members 
Mstep: Class 9 contains 38280 members 
Mstep: Class 12 contains 30996 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 15 contains 9009 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16297 members 
Mstep: Class 19 contains 28138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442204.000000 Penalty: 27982.333984
Iteration 280F: 15 clusters Score -2.64422e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22122 members 
Mstep: Class 3 contains 11244 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26019 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 8 contains 33039 members 
Mstep: Class 9 contains 38275 members 
Mstep: Class 12 contains 31015 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9012 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16301 members 
Mstep: Class 19 contains 28137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442238.000000 Penalty: 27982.333984
Iteration 281Q: 15 clusters Score -2.644224e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22127 members 
Mstep: Class 3 contains 11250 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26023 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 8 contains 33016 members 
Mstep: Class 9 contains 38266 members 
Mstep: Class 12 contains 31046 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9008 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16303 members 
Mstep: Class 19 contains 28124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442186.000000 Penalty: 27982.333984
Iteration 282Q: 15 clusters Score -2.644219e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22129 members 
Mstep: Class 3 contains 11254 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26021 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 8 contains 33003 members 
Mstep: Class 9 contains 38266 members 
Mstep: Class 12 contains 31056 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9005 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16310 members 
Mstep: Class 19 contains 28117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442190.000000 Penalty: 27982.333984
Iteration 283Q: 15 clusters Score -2.644219e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22136 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26006 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 8 contains 32970 members 
Mstep: Class 9 contains 38264 members 
Mstep: Class 12 contains 31081 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9003 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16318 members 
Mstep: Class 19 contains 28122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442198.000000 Penalty: 27982.333984
Iteration 284Q: 15 clusters Score -2.64422e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22140 members 
Mstep: Class 3 contains 11267 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26000 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 32934 members 
Mstep: Class 9 contains 38265 members 
Mstep: Class 12 contains 31099 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9004 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16331 members 
Mstep: Class 19 contains 28122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442230.000000 Penalty: 27982.333984
Iteration 285Q: 15 clusters Score -2.644223e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22145 members 
Mstep: Class 3 contains 11273 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 25993 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 32910 members 
Mstep: Class 9 contains 38277 members 
Mstep: Class 12 contains 31100 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9005 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16341 members 
Mstep: Class 19 contains 28118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442164.000000 Penalty: 27982.333984
Iteration 286Q: 15 clusters Score -2.644216e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22150 members 
Mstep: Class 3 contains 11284 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 25994 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 8 contains 32886 members 
Mstep: Class 9 contains 38267 members 
Mstep: Class 12 contains 31096 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16354 members 
Mstep: Class 19 contains 28123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442160.000000 Penalty: 27982.333984
Iteration 287Q: 15 clusters Score -2.644216e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22152 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 25988 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 8 contains 32870 members 
Mstep: Class 9 contains 38258 members 
Mstep: Class 12 contains 31100 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9009 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16360 members 
Mstep: Class 19 contains 28129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442148.000000 Penalty: 27982.333984
Iteration 288Q: 15 clusters Score -2.644215e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22151 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 25994 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 8 contains 32856 members 
Mstep: Class 9 contains 38248 members 
Mstep: Class 12 contains 31117 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9006 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16365 members 
Mstep: Class 19 contains 28122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442150.000000 Penalty: 27982.333984
Iteration 289Q: 15 clusters Score -2.644215e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22152 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 25993 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 8 contains 32839 members 
Mstep: Class 9 contains 38240 members 
Mstep: Class 12 contains 31137 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9006 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16371 members 
Mstep: Class 19 contains 28112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442178.000000 Penalty: 27982.333984
Iteration 290Q: 15 clusters Score -2.644218e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22150 members 
Mstep: Class 3 contains 11313 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26003 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 8 contains 32808 members 
Mstep: Class 9 contains 38236 members 
Mstep: Class 12 contains 31151 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9009 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16379 members 
Mstep: Class 19 contains 28109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442182.000000 Penalty: 27982.333984
Iteration 291Q: 15 clusters Score -2.644218e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22152 members 
Mstep: Class 3 contains 11319 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26008 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 8 contains 32794 members 
Mstep: Class 9 contains 38237 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16383 members 
Mstep: Class 19 contains 28100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442188.000000 Penalty: 27982.333984
Iteration 292Q: 15 clusters Score -2.644219e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22154 members 
Mstep: Class 3 contains 11320 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26006 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 8 contains 32771 members 
Mstep: Class 9 contains 38230 members 
Mstep: Class 12 contains 31157 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 19 contains 28108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442210.000000 Penalty: 27982.333984
Iteration 293Q: 15 clusters Score -2.644221e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22161 members 
Mstep: Class 3 contains 11328 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26006 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 8 contains 32752 members 
Mstep: Class 9 contains 38236 members 
Mstep: Class 12 contains 31147 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9025 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16396 members 
Mstep: Class 19 contains 28108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442258.000000 Penalty: 27982.333984
Iteration 294Q: 15 clusters Score -2.644226e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22162 members 
Mstep: Class 3 contains 11332 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26011 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 8 contains 32743 members 
Mstep: Class 9 contains 38226 members 
Mstep: Class 12 contains 31147 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9029 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16399 members 
Mstep: Class 19 contains 28109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442194.000000 Penalty: 27982.333984
Iteration 295Q: 15 clusters Score -2.644219e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22162 members 
Mstep: Class 3 contains 11334 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26008 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 8 contains 32743 members 
Mstep: Class 9 contains 38211 members 
Mstep: Class 12 contains 31143 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16407 members 
Mstep: Class 19 contains 28118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442232.000000 Penalty: 27982.333984
Iteration 296Q: 15 clusters Score -2.644223e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22164 members 
Mstep: Class 3 contains 11342 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26007 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 8 contains 32745 members 
Mstep: Class 9 contains 38209 members 
Mstep: Class 12 contains 31137 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9035 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16406 members 
Mstep: Class 19 contains 28114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442186.000000 Penalty: 27982.333984
Iteration 297Q: 15 clusters Score -2.644219e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22167 members 
Mstep: Class 3 contains 11345 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26010 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 8 contains 32746 members 
Mstep: Class 9 contains 38201 members 
Mstep: Class 12 contains 31130 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9042 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16408 members 
Mstep: Class 19 contains 28110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442244.000000 Penalty: 27982.333984
Iteration 298Q: 15 clusters Score -2.644224e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22169 members 
Mstep: Class 3 contains 11350 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26012 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 8 contains 32749 members 
Mstep: Class 9 contains 38198 members 
Mstep: Class 12 contains 31131 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9044 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16406 members 
Mstep: Class 19 contains 28098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442218.000000 Penalty: 27982.333984
Iteration 299Q: 15 clusters Score -2.644222e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22172 members 
Mstep: Class 3 contains 11356 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26021 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 8 contains 32751 members 
Mstep: Class 9 contains 38188 members 
Mstep: Class 12 contains 31129 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9047 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16411 members 
Mstep: Class 19 contains 28082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442244.000000 Penalty: 27982.333984
Iteration 300F: 15 clusters Score -2.644224e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22171 members 
Mstep: Class 3 contains 11359 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26028 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 8 contains 32755 members 
Mstep: Class 9 contains 38181 members 
Mstep: Class 12 contains 31121 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9052 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16417 members 
Mstep: Class 19 contains 28074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442266.000000 Penalty: 27982.333984
Iteration 301Q: 15 clusters Score -2.644227e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22171 members 
Mstep: Class 3 contains 11364 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26025 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 8 contains 32756 members 
Mstep: Class 9 contains 38179 members 
Mstep: Class 12 contains 31126 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9052 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16416 members 
Mstep: Class 19 contains 28069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442290.000000 Penalty: 27982.333984
Iteration 302Q: 15 clusters Score -2.644229e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22175 members 
Mstep: Class 3 contains 11372 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26019 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 8 contains 32756 members 
Mstep: Class 9 contains 38190 members 
Mstep: Class 12 contains 31113 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9054 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16418 members 
Mstep: Class 19 contains 28063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442356.000000 Penalty: 27982.333984
Iteration 303Q: 15 clusters Score -2.644236e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 11377 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26026 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 8 contains 32758 members 
Mstep: Class 9 contains 38191 members 
Mstep: Class 12 contains 31105 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9056 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16426 members 
Mstep: Class 19 contains 28047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442356.000000 Penalty: 27982.333984
Iteration 304Q: 15 clusters Score -2.644236e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22173 members 
Mstep: Class 3 contains 11382 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26038 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 32762 members 
Mstep: Class 9 contains 38188 members 
Mstep: Class 12 contains 31095 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9057 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16430 members 
Mstep: Class 19 contains 28036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442390.000000 Penalty: 27982.333984
Iteration 305Q: 15 clusters Score -2.644239e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 11384 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26036 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 32756 members 
Mstep: Class 9 contains 38185 members 
Mstep: Class 12 contains 31105 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9059 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16435 members 
Mstep: Class 19 contains 28027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442384.000000 Penalty: 27982.333984
Iteration 306Q: 15 clusters Score -2.644238e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22178 members 
Mstep: Class 3 contains 11388 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26044 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 32751 members 
Mstep: Class 9 contains 38173 members 
Mstep: Class 12 contains 31109 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9059 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16437 members 
Mstep: Class 19 contains 28022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442390.000000 Penalty: 27982.333984
Iteration 307Q: 15 clusters Score -2.644239e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22179 members 
Mstep: Class 3 contains 11392 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26050 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 32746 members 
Mstep: Class 9 contains 38173 members 
Mstep: Class 12 contains 31107 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9059 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16443 members 
Mstep: Class 19 contains 28012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442344.000000 Penalty: 27982.333984
Iteration 308Q: 15 clusters Score -2.644234e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22184 members 
Mstep: Class 3 contains 11394 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26050 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 32740 members 
Mstep: Class 9 contains 38170 members 
Mstep: Class 12 contains 31102 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9061 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16449 members 
Mstep: Class 19 contains 28011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442338.000000 Penalty: 27982.333984
Iteration 309Q: 15 clusters Score -2.644234e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22189 members 
Mstep: Class 3 contains 11400 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26046 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 38166 members 
Mstep: Class 12 contains 31112 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9062 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16453 members 
Mstep: Class 19 contains 28004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442370.000000 Penalty: 27982.333984
Iteration 310Q: 15 clusters Score -2.644237e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22193 members 
Mstep: Class 3 contains 11401 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26041 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 8 contains 32720 members 
Mstep: Class 9 contains 38161 members 
Mstep: Class 12 contains 31112 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9064 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16456 members 
Mstep: Class 19 contains 28012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442416.000000 Penalty: 27982.333984
Iteration 311Q: 15 clusters Score -2.644242e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 11406 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26042 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 32709 members 
Mstep: Class 9 contains 38171 members 
Mstep: Class 12 contains 31109 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9066 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16461 members 
Mstep: Class 19 contains 28003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442444.000000 Penalty: 27982.333984
Iteration 312Q: 15 clusters Score -2.644244e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22195 members 
Mstep: Class 3 contains 11411 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26039 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 8 contains 32706 members 
Mstep: Class 9 contains 38166 members 
Mstep: Class 12 contains 31105 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9069 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16466 members 
Mstep: Class 19 contains 28005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442410.000000 Penalty: 27982.333984
Iteration 313Q: 15 clusters Score -2.644241e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22198 members 
Mstep: Class 3 contains 11414 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26039 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 8 contains 32691 members 
Mstep: Class 9 contains 38162 members 
Mstep: Class 12 contains 31106 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 19 contains 28012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442410.000000 Penalty: 27982.333984
Iteration 314Q: 15 clusters Score -2.644241e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22204 members 
Mstep: Class 3 contains 11417 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26036 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 8 contains 32678 members 
Mstep: Class 9 contains 38159 members 
Mstep: Class 12 contains 31108 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 19 contains 28015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442412.000000 Penalty: 27982.333984
Iteration 315Q: 15 clusters Score -2.644241e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22205 members 
Mstep: Class 3 contains 11420 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26034 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 8 contains 32666 members 
Mstep: Class 9 contains 38153 members 
Mstep: Class 12 contains 31114 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9083 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16472 members 
Mstep: Class 19 contains 28016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442436.000000 Penalty: 27982.333984
Iteration 316Q: 15 clusters Score -2.644244e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22205 members 
Mstep: Class 3 contains 11423 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 26039 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 32657 members 
Mstep: Class 9 contains 38145 members 
Mstep: Class 12 contains 31121 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9092 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16474 members 
Mstep: Class 19 contains 28008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442416.000000 Penalty: 27982.333984
Iteration 317Q: 15 clusters Score -2.644242e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22207 members 
Mstep: Class 3 contains 11427 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26044 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 32651 members 
Mstep: Class 9 contains 38134 members 
Mstep: Class 12 contains 31121 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9099 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16475 members 
Mstep: Class 19 contains 28007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442410.000000 Penalty: 27982.333984
Iteration 318Q: 15 clusters Score -2.644241e+07 nChanged 72
Entering ConstructFrom: 
Score: -26442410.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (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: -34344.750000 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -34344.75 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 181 members 
Entering Unmasked Estep 
Score: -33426.476562 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -33426.48 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33567.527344 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -33567.53 nChanged 26
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: -33623.605469 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -33623.61 nChanged 9
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: -33651.484375 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -33651.48 nChanged 2
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: -33654.750000 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -33654.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33664.933594 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -33664.93 nChanged 3
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: -33679.121094 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -33679.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33688.054688 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -33688.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33692.226562 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -33692.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33694.359375 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -33694.36 nChanged 2
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: -33697.679688 Penalty: 1890.561035
	Iteration 10Q: 3 clusters Score -33697.68 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: -33705.234375 Penalty: 1890.561035
	Iteration 11Q: 3 clusters Score -33705.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33706.859375 Penalty: 1890.561035
	Iteration 12Q: 3 clusters Score -33706.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33706.859375 Penalty: 1890.561035
	Iteration 13F: 3 clusters Score -33706.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Entering Unmasked Estep 
Score: -2739137.250000 Penalty: 1626.348389
	Iteration 0F: 2 clusters Score -2739137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2724043.750000 Penalty: 3252.696777
	Iteration 0F: 3 clusters Score -2724044 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2729661.750000 Penalty: 3252.696777
	Iteration 1F: 3 clusters Score -2729662 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2730079.000000 Penalty: 3252.696777
	Iteration 2F: 3 clusters Score -2730079 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2730527.750000 Penalty: 3252.696777
	Iteration 3Q: 3 clusters Score -2730528 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2730994.000000 Penalty: 3252.696777
	Iteration 4F: 3 clusters Score -2730994 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2731456.750000 Penalty: 3252.696777
	Iteration 5Q: 3 clusters Score -2731457 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2731889.750000 Penalty: 3252.696777
	Iteration 6Q: 3 clusters Score -2731890 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2732213.250000 Penalty: 3252.696777
	Iteration 7Q: 3 clusters Score -2732213 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2732514.500000 Penalty: 3252.696777
	Iteration 8Q: 3 clusters Score -2732514 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2732806.750000 Penalty: 3252.696777
	Iteration 9Q: 3 clusters Score -2732807 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2733058.250000 Penalty: 3252.696777
	Iteration 10Q: 3 clusters Score -2733058 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2733254.000000 Penalty: 3252.696777
	Iteration 11Q: 3 clusters Score -2733254 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2733493.000000 Penalty: 3252.696777
	Iteration 12Q: 3 clusters Score -2733493 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2733715.000000 Penalty: 3252.696777
	Iteration 13Q: 3 clusters Score -2733715 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2734013.250000 Penalty: 3252.696777
	Iteration 14Q: 3 clusters Score -2734013 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2734342 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2734687 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2734924 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2735072 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2735182 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2735269 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2735362 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2735433 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2735512.250000 Penalty: 3252.696777
	Iteration 23Q: 3 clusters Score -2735512 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2735573.500000 Penalty: 3252.696777
	Iteration 24Q: 3 clusters Score -2735574 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2735646 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2735752 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2735885 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2736003.250000 Penalty: 3252.696777
	Iteration 28Q: 3 clusters Score -2736003 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2736136.750000 Penalty: 3252.696777
	Iteration 29Q: 3 clusters Score -2736137 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2736258.750000 Penalty: 3252.696777
	Iteration 30Q: 3 clusters Score -2736259 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2736389.250000 Penalty: 3252.696777
	Iteration 31Q: 3 clusters Score -2736389 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2736490 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2736573 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2736636 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2736683 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2736718.500000 Penalty: 3252.696777
	Iteration 36Q: 3 clusters Score -2736718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2736738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2736754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2736760 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2736780.000000 Penalty: 3252.696777
	Iteration 40F: 3 clusters Score -2736780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2736792 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2736813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2736820.250000 Penalty: 3252.696777
	Iteration 43Q: 3 clusters Score -2736820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2736824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2736834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2736857 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2736864 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2736868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2736882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2736886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2736898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2736914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2736942.500000 Penalty: 3252.696777
	Iteration 53Q: 3 clusters Score -2736942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2736962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2736980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2737001.000000 Penalty: 3252.696777
	Iteration 56Q: 3 clusters Score -2737001 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2737011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2737029.250000 Penalty: 3252.696777
	Iteration 58Q: 3 clusters Score -2737029 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2737043.000000 Penalty: 3252.696777
	Iteration 59Q: 3 clusters Score -2737043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2737049.250000 Penalty: 3252.696777
	Iteration 60F: 3 clusters Score -2737049 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2737066 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2737082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2737089 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2737117 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2737132.000000 Penalty: 3252.696777
	Iteration 65Q: 3 clusters Score -2737132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2737150.750000 Penalty: 3252.696777
	Iteration 66Q: 3 clusters Score -2737151 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2737161.250000 Penalty: 3252.696777
	Iteration 67Q: 3 clusters Score -2737161 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2737182 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2737208.250000 Penalty: 3252.696777
	Iteration 69Q: 3 clusters Score -2737208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2737234 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2737262 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2737279.000000 Penalty: 3252.696777
	Iteration 72Q: 3 clusters Score -2737279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2737293.500000 Penalty: 3252.696777
	Iteration 73Q: 3 clusters Score -2737294 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2737305.250000 Penalty: 3252.696777
	Iteration 74Q: 3 clusters Score -2737305 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2737319 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2737333.750000 Penalty: 3252.696777
	Iteration 76Q: 3 clusters Score -2737334 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2737360.500000 Penalty: 3252.696777
	Iteration 77Q: 3 clusters Score -2737360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2737375.250000 Penalty: 3252.696777
	Iteration 78Q: 3 clusters Score -2737375 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2737397.250000 Penalty: 3252.696777
	Iteration 79Q: 3 clusters Score -2737397 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2737417.500000 Penalty: 3252.696777
	Iteration 80F: 3 clusters Score -2737418 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2737437.000000 Penalty: 3252.696777
	Iteration 81Q: 3 clusters Score -2737437 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2737457.000000 Penalty: 3252.696777
	Iteration 82Q: 3 clusters Score -2737457 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2737473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2737493.750000 Penalty: 3252.696777
	Iteration 84Q: 3 clusters Score -2737494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2737518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2737539.000000 Penalty: 3252.696777
	Iteration 86Q: 3 clusters Score -2737539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2737552.500000 Penalty: 3252.696777
	Iteration 87Q: 3 clusters Score -2737552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2737567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2737585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2737598.000000 Penalty: 3252.696777
	Iteration 90Q: 3 clusters Score -2737598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2737605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2737623.000000 Penalty: 3252.696777
	Iteration 92Q: 3 clusters Score -2737623 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2737634 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2737649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2737651 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2737666 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2737665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2737670 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2737674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2737679.250000 Penalty: 3252.696777
	Iteration 100F: 3 clusters Score -2737679 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2737694 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2737701.250000 Penalty: 3252.696777
	Iteration 102Q: 3 clusters Score -2737701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2737705.250000 Penalty: 3252.696777
	Iteration 103Q: 3 clusters Score -2737705 nChanged 18
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Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2737711.750000 Penalty: 3252.696777
	Iteration 104Q: 3 clusters Score -2737712 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2737719.500000 Penalty: 3252.696777
	Iteration 105Q: 3 clusters Score -2737720 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2737719.000000 Penalty: 3252.696777
	Iteration 106Q: 3 clusters Score -2737719 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2737721.750000 Penalty: 3252.696777
	Iteration 107Q: 3 clusters Score -2737722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2737726.750000 Penalty: 3252.696777
	Iteration 108Q: 3 clusters Score -2737727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2737726.750000 Penalty: 3252.696777
	Iteration 109Q: 3 clusters Score -2737727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2737727.000000 Penalty: 3252.696777
	Iteration 110Q: 3 clusters Score -2737727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2737731.000000 Penalty: 3252.696777
	Iteration 111Q: 3 clusters Score -2737731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2737733.750000 Penalty: 3252.696777
	Iteration 112Q: 3 clusters Score -2737734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2737734.250000 Penalty: 3252.696777
	Iteration 113Q: 3 clusters Score -2737734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2737733.750000 Penalty: 3252.696777
	Iteration 114Q: 3 clusters Score -2737734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2737738.500000 Penalty: 3252.696777
	Iteration 115Q: 3 clusters Score -2737738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2737736.750000 Penalty: 3252.696777
	Iteration 116Q: 3 clusters Score -2737737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2737739.750000 Penalty: 3252.696777
	Iteration 117Q: 3 clusters Score -2737740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2737740.250000 Penalty: 3252.696777
	Iteration 118Q: 3 clusters Score -2737740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2737742.250000 Penalty: 3252.696777
	Iteration 119Q: 3 clusters Score -2737742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2737740.500000 Penalty: 3252.696777
	Iteration 120F: 3 clusters Score -2737740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2737739.750000 Penalty: 3252.696777
	Iteration 121Q: 3 clusters Score -2737740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2737741.500000 Penalty: 3252.696777
	Iteration 122Q: 3 clusters Score -2737742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2737741.500000 Penalty: 3252.696777
	Iteration 123F: 3 clusters Score -2737742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Entering Unmasked Estep 
Score: -1395038.625000 Penalty: 1518.385254
	Iteration 0F: 2 clusters Score -1395039 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 5745 members 
Entering Unmasked Estep 
Score: -1386922.000000 Penalty: 3036.770508
	Iteration 0F: 3 clusters Score -1386922 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1389605.375000 Penalty: 3036.770508
	Iteration 1F: 3 clusters Score -1389605 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1389836.250000 Penalty: 3036.770508
	Iteration 2F: 3 clusters Score -1389836 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1390020.625000 Penalty: 3036.770508
	Iteration 3Q: 3 clusters Score -1390021 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1390152.375000 Penalty: 3036.770508
	Iteration 4Q: 3 clusters Score -1390152 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1390301.500000 Penalty: 3036.770508
	Iteration 5Q: 3 clusters Score -1390302 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1390459.500000 Penalty: 3036.770508
	Iteration 6Q: 3 clusters Score -1390460 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1390646.500000 Penalty: 3036.770508
	Iteration 7Q: 3 clusters Score -1390646 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1390894.875000 Penalty: 3036.770508
	Iteration 8Q: 3 clusters Score -1390895 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1391203.250000 Penalty: 3036.770508
	Iteration 9Q: 3 clusters Score -1391203 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1391624.500000 Penalty: 3036.770508
	Iteration 10F: 3 clusters Score -1391624 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1392100.500000 Penalty: 3036.770508
	Iteration 11F: 3 clusters Score -1392100 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1392595.875000 Penalty: 3036.770508
	Iteration 12F: 3 clusters Score -1392596 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1392989.625000 Penalty: 3036.770508
	Iteration 13Q: 3 clusters Score -1392990 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1393241.750000 Penalty: 3036.770508
	Iteration 14Q: 3 clusters Score -1393242 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1393406.625000 Penalty: 3036.770508
	Iteration 15Q: 3 clusters Score -1393407 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1393498.625000 Penalty: 3036.770508
	Iteration 16Q: 3 clusters Score -1393499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1393557.125000 Penalty: 3036.770508
	Iteration 17Q: 3 clusters Score -1393557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1393607.500000 Penalty: 3036.770508
	Iteration 18Q: 3 clusters Score -1393608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1393635.875000 Penalty: 3036.770508
	Iteration 19Q: 3 clusters Score -1393636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1393664.000000 Penalty: 3036.770508
	Iteration 20F: 3 clusters Score -1393664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1393679.125000 Penalty: 3036.770508
	Iteration 21Q: 3 clusters Score -1393679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1393695.375000 Penalty: 3036.770508
	Iteration 22Q: 3 clusters Score -1393695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1393702.875000 Penalty: 3036.770508
	Iteration 23Q: 3 clusters Score -1393703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1393710.000000 Penalty: 3036.770508
	Iteration 24Q: 3 clusters Score -1393710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1393713.500000 Penalty: 3036.770508
	Iteration 25Q: 3 clusters Score -1393714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1393719.625000 Penalty: 3036.770508
	Iteration 26Q: 3 clusters Score -1393720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1393728.000000 Penalty: 3036.770508
	Iteration 27Q: 3 clusters Score -1393728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1393738.000000 Penalty: 3036.770508
	Iteration 28Q: 3 clusters Score -1393738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1393744.375000 Penalty: 3036.770508
	Iteration 29Q: 3 clusters Score -1393744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1393745.750000 Penalty: 3036.770508
	Iteration 30Q: 3 clusters Score -1393746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1393750.875000 Penalty: 3036.770508
	Iteration 31Q: 3 clusters Score -1393751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1393750.875000 Penalty: 3036.770508
	Iteration 32F: 3 clusters Score -1393751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -158470.906250 Penalty: 1173.785522
	Iteration 0F: 2 clusters Score -158470.9 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 699 members 
Entering Unmasked Estep 
Score: -156768.187500 Penalty: 2347.571045
	Iteration 0F: 3 clusters Score -156768.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -157091.093750 Penalty: 2347.571045
	Iteration 1F: 3 clusters Score -157091.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -157181.859375 Penalty: 2347.571045
	Iteration 2F: 3 clusters Score -157181.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -157241.609375 Penalty: 2347.571045
	Iteration 3Q: 3 clusters Score -157241.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -157279.453125 Penalty: 2347.571045
	Iteration 4Q: 3 clusters Score -157279.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -157312.375000 Penalty: 2347.571045
	Iteration 5Q: 3 clusters Score -157312.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -157345.234375 Penalty: 2347.571045
	Iteration 6Q: 3 clusters Score -157345.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -157366.218750 Penalty: 2347.571045
	Iteration 7Q: 3 clusters Score -157366.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -157381.234375 Penalty: 2347.571045
	Iteration 8Q: 3 clusters Score -157381.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -157389.875000 Penalty: 2347.571045
	Iteration 9Q: 3 clusters Score -157389.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -157404.703125 Penalty: 2347.571045
	Iteration 10Q: 3 clusters Score -157404.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -157423.671875 Penalty: 2347.571045
	Iteration 11Q: 3 clusters Score -157423.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -157438.968750 Penalty: 2347.571045
	Iteration 12Q: 3 clusters Score -157439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -157451.890625 Penalty: 2347.571045
	Iteration 13Q: 3 clusters Score -157451.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -157464.015625 Penalty: 2347.571045
	Iteration 14Q: 3 clusters Score -157464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -157475.484375 Penalty: 2347.571045
	Iteration 15Q: 3 clusters Score -157475.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -157488.484375 Penalty: 2347.571045
	Iteration 16Q: 3 clusters Score -157488.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -157501.468750 Penalty: 2347.571045
	Iteration 17Q: 3 clusters Score -157501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -157506.437500 Penalty: 2347.571045
	Iteration 18Q: 3 clusters Score -157506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -157511.890625 Penalty: 2347.571045
	Iteration 19Q: 3 clusters Score -157511.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -157516.093750 Penalty: 2347.571045
	Iteration 20F: 3 clusters Score -157516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -157517.046875 Penalty: 2347.571045
	Iteration 21Q: 3 clusters Score -157517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -157518.906250 Penalty: 2347.571045
	Iteration 22Q: 3 clusters Score -157518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -157520.656250 Penalty: 2347.571045
	Iteration 23Q: 3 clusters Score -157520.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -157522.421875 Penalty: 2347.571045
	Iteration 24Q: 3 clusters Score -157522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -157523.968750 Penalty: 2347.571045
	Iteration 25Q: 3 clusters Score -157524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -157524.812500 Penalty: 2347.571045
	Iteration 26Q: 3 clusters Score -157524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -157525.265625 Penalty: 2347.571045
	Iteration 27Q: 3 clusters Score -157525.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -157528.281250 Penalty: 2347.571045
	Iteration 28Q: 3 clusters Score -157528.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -157532.078125 Penalty: 2347.571045
	Iteration 29Q: 3 clusters Score -157532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -157535.031250 Penalty: 2347.571045
	Iteration 30Q: 3 clusters Score -157535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -157537.890625 Penalty: 2347.571045
	Iteration 31Q: 3 clusters Score -157537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -157539.078125 Penalty: 2347.571045
	Iteration 32Q: 3 clusters Score -157539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -157540.500000 Penalty: 2347.571045
	Iteration 33Q: 3 clusters Score -157540.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -157540.718750 Penalty: 2347.571045
	Iteration 34Q: 3 clusters Score -157540.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -157542.296875 Penalty: 2347.571045
	Iteration 35Q: 3 clusters Score -157542.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -157544.484375 Penalty: 2347.571045
	Iteration 36Q: 3 clusters Score -157544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -157546.921875 Penalty: 2347.571045
	Iteration 37Q: 3 clusters Score -157546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -157548.625000 Penalty: 2347.571045
	Iteration 38Q: 3 clusters Score -157548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -157552.875000 Penalty: 2347.571045
	Iteration 39Q: 3 clusters Score -157552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -157553.453125 Penalty: 2347.571045
	Iteration 40F: 3 clusters Score -157553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -157553.796875 Penalty: 2347.571045
	Iteration 41Q: 3 clusters Score -157553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -157553.796875 Penalty: 2347.571045
	Iteration 42F: 3 clusters Score -157553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Entering Unmasked Estep 
Score: -3249020.250000 Penalty: 1652.232056
	Iteration 0F: 2 clusters Score -3249020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3232416.500000 Penalty: 3304.464111
	Iteration 0F: 3 clusters Score -3232416 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3238922.750000 Penalty: 3304.464111
	Iteration 1F: 3 clusters Score -3238923 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3239391.000000 Penalty: 3304.464111
	Iteration 2F: 3 clusters Score -3239391 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3239992.750000 Penalty: 3304.464111
	Iteration 3F: 3 clusters Score -3239993 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -3240694.250000 Penalty: 3304.464111
	Iteration 4F: 3 clusters Score -3240694 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -3241553.750000 Penalty: 3304.464111
	Iteration 5F: 3 clusters Score -3241554 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3242909.000000 Penalty: 3304.464111
	Iteration 6F: 3 clusters Score -3242909 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3244658.750000 Penalty: 3304.464111
	Iteration 7F: 3 clusters Score -3244659 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3246080.500000 Penalty: 3304.464111
	Iteration 8F: 3 clusters Score -3246080 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3246929.250000 Penalty: 3304.464111
	Iteration 9Q: 3 clusters Score -3246929 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3247325.250000 Penalty: 3304.464111
	Iteration 10Q: 3 clusters Score -3247325 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3247493.500000 Penalty: 3304.464111
	Iteration 11Q: 3 clusters Score -3247494 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3247573.000000 Penalty: 3304.464111
	Iteration 12Q: 3 clusters Score -3247573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3247604.500000 Penalty: 3304.464111
	Iteration 13Q: 3 clusters Score -3247604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3247630.000000 Penalty: 3304.464111
	Iteration 14Q: 3 clusters Score -3247630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3247651.750000 Penalty: 3304.464111
	Iteration 15Q: 3 clusters Score -3247652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3247676.750000 Penalty: 3304.464111
	Iteration 16Q: 3 clusters Score -3247677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3247692.000000 Penalty: 3304.464111
	Iteration 17Q: 3 clusters Score -3247692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3247705.250000 Penalty: 3304.464111
	Iteration 18Q: 3 clusters Score -3247705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3247706.750000 Penalty: 3304.464111
	Iteration 19Q: 3 clusters Score -3247707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3247707.500000 Penalty: 3304.464111
	Iteration 20F: 3 clusters Score -3247708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3247710.500000 Penalty: 3304.464111
	Iteration 21Q: 3 clusters Score -3247710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3247712.250000 Penalty: 3304.464111
	Iteration 22Q: 3 clusters Score -3247712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3247711.000000 Penalty: 3304.464111
	Iteration 23Q: 3 clusters Score -3247711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3247711.000000 Penalty: 3304.464111
	Iteration 24F: 3 clusters Score -3247711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -278397.218750 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -278397.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -276126.218750 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -276126.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -276598.406250 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -276598.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -276704.062500 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -276704.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -276775.343750 Penalty: 2516.703613
	Iteration 3F: 3 clusters Score -276775.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -276812.750000 Penalty: 2516.703613
	Iteration 4Q: 3 clusters Score -276812.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -276832.343750 Penalty: 2516.703613
	Iteration 5Q: 3 clusters Score -276832.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -276847.687500 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -276847.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -276856.031250 Penalty: 2516.703613
	Iteration 7Q: 3 clusters Score -276856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -276862.250000 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -276862.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -276867.406250 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -276867.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -276873.562500 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -276873.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -276880.625000 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -276880.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -276888.156250 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -276888.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -276898.781250 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -276898.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -276907.218750 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -276907.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -276916.156250 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -276916.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -276922.937500 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -276922.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -276929.625000 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -276929.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -276935.562500 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -276935.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -276943.562500 Penalty: 2516.703613
	Iteration 19Q: 3 clusters Score -276943.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -276948.531250 Penalty: 2516.703613
	Iteration 20F: 3 clusters Score -276948.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -276954.000000 Penalty: 2516.703613
	Iteration 21Q: 3 clusters Score -276954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -276957.593750 Penalty: 2516.703613
	Iteration 22Q: 3 clusters Score -276957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -276958.468750 Penalty: 2516.703613
	Iteration 23Q: 3 clusters Score -276958.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -276959.281250 Penalty: 2516.703613
	Iteration 24Q: 3 clusters Score -276959.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -276961.156250 Penalty: 2516.703613
	Iteration 25Q: 3 clusters Score -276961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -276963.281250 Penalty: 2516.703613
	Iteration 26Q: 3 clusters Score -276963.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -276965.468750 Penalty: 2516.703613
	Iteration 27Q: 3 clusters Score -276965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -276968.687500 Penalty: 2516.703613
	Iteration 28Q: 3 clusters Score -276968.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -276972.281250 Penalty: 2516.703613
	Iteration 29Q: 3 clusters Score -276972.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -276974.062500 Penalty: 2516.703613
	Iteration 30Q: 3 clusters Score -276974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -276976.843750 Penalty: 2516.703613
	Iteration 31Q: 3 clusters Score -276976.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -276982.437500 Penalty: 2516.703613
	Iteration 32Q: 3 clusters Score -276982.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -276986.250000 Penalty: 2516.703613
	Iteration 33Q: 3 clusters Score -276986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -276989.531250 Penalty: 2516.703613
	Iteration 34Q: 3 clusters Score -276989.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -276992.937500 Penalty: 2516.703613
	Iteration 35Q: 3 clusters Score -276992.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -276996.687500 Penalty: 2516.703613
	Iteration 36Q: 3 clusters Score -276996.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -277000.531250 Penalty: 2516.703613
	Iteration 37Q: 3 clusters Score -277000.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -277003.562500 Penalty: 2516.703613
	Iteration 38Q: 3 clusters Score -277003.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -277010.843750 Penalty: 2516.703613
	Iteration 39Q: 3 clusters Score -277010.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -277017.750000 Penalty: 2516.703613
	Iteration 40F: 3 clusters Score -277017.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -277023.562500 Penalty: 2516.703613
	Iteration 41Q: 3 clusters Score -277023.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -277029.281250 Penalty: 2516.703613
	Iteration 42Q: 3 clusters Score -277029.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -277032.781250 Penalty: 2516.703613
	Iteration 43Q: 3 clusters Score -277032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -277035.156250 Penalty: 2516.703613
	Iteration 44Q: 3 clusters Score -277035.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -277037.000000 Penalty: 2516.703613
	Iteration 45Q: 3 clusters Score -277037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -277038.437500 Penalty: 2516.703613
	Iteration 46Q: 3 clusters Score -277038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -277040.250000 Penalty: 2516.703613
	Iteration 47Q: 3 clusters Score -277040.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -277041.031250 Penalty: 2516.703613
	Iteration 48Q: 3 clusters Score -277041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -277041.343750 Penalty: 2516.703613
	Iteration 49Q: 3 clusters Score -277041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -277042.125000 Penalty: 2516.703613
	Iteration 50Q: 3 clusters Score -277042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -277043.437500 Penalty: 2516.703613
	Iteration 51Q: 3 clusters Score -277043.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -277045.468750 Penalty: 2516.703613
	Iteration 52Q: 3 clusters Score -277045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -277047.125000 Penalty: 2516.703613
	Iteration 53Q: 3 clusters Score -277047.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -277050.875000 Penalty: 2516.703613
	Iteration 54Q: 3 clusters Score -277050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -277052.593750 Penalty: 2516.703613
	Iteration 55Q: 3 clusters Score -277052.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -277054.406250 Penalty: 2516.703613
	Iteration 56Q: 3 clusters Score -277054.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -277054.875000 Penalty: 2516.703613
	Iteration 57Q: 3 clusters Score -277054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -277055.187500 Penalty: 2516.703613
	Iteration 58Q: 3 clusters Score -277055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -277055.218750 Penalty: 2516.703613
	Iteration 59Q: 3 clusters Score -277055.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -277055.218750 Penalty: 2516.703613
	Iteration 60F: 3 clusters Score -277055.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Entering Unmasked Estep 
Score: -3965323.750000 Penalty: 1688.960083
	Iteration 0F: 2 clusters Score -3965324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3944684.000000 Penalty: 3377.920166
	Iteration 0F: 3 clusters Score -3944684 nChanged 15025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3952930.750000 Penalty: 3377.920166
	Iteration 1F: 3 clusters Score -3952931 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3953374.500000 Penalty: 3377.920166
	Iteration 2Q: 3 clusters Score -3953374 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3953889.250000 Penalty: 3377.920166
	Iteration 3Q: 3 clusters Score -3953889 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3954452.750000 Penalty: 3377.920166
	Iteration 4Q: 3 clusters Score -3954453 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3955256.500000 Penalty: 3377.920166
	Iteration 5Q: 3 clusters Score -3955256 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3956276.750000 Penalty: 3377.920166
	Iteration 6F: 3 clusters Score -3956277 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -3957694.750000 Penalty: 3377.920166
	Iteration 7F: 3 clusters Score -3957695 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3959320.750000 Penalty: 3377.920166
	Iteration 8F: 3 clusters Score -3959321 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3960856.250000 Penalty: 3377.920166
	Iteration 9F: 3 clusters Score -3960856 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3961922.250000 Penalty: 3377.920166
	Iteration 10Q: 3 clusters Score -3961922 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3962665.500000 Penalty: 3377.920166
	Iteration 11Q: 3 clusters Score -3962666 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3963150.250000 Penalty: 3377.920166
	Iteration 12Q: 3 clusters Score -3963150 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3963478.750000 Penalty: 3377.920166
	Iteration 13Q: 3 clusters Score -3963479 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3963693.500000 Penalty: 3377.920166
	Iteration 14Q: 3 clusters Score -3963694 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3963786.500000 Penalty: 3377.920166
	Iteration 15Q: 3 clusters Score -3963786 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3963860.500000 Penalty: 3377.920166
	Iteration 16Q: 3 clusters Score -3963860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3963922.250000 Penalty: 3377.920166
	Iteration 17Q: 3 clusters Score -3963922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3963946.250000 Penalty: 3377.920166
	Iteration 18Q: 3 clusters Score -3963946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3963972.750000 Penalty: 3377.920166
	Iteration 19Q: 3 clusters Score -3963973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3963996.500000 Penalty: 3377.920166
	Iteration 20F: 3 clusters Score -3963996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3964011.500000 Penalty: 3377.920166
	Iteration 21Q: 3 clusters Score -3964012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3964021.750000 Penalty: 3377.920166
	Iteration 22Q: 3 clusters Score -3964022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3964030.000000 Penalty: 3377.920166
	Iteration 23Q: 3 clusters Score -3964030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3964034.750000 Penalty: 3377.920166
	Iteration 24Q: 3 clusters Score -3964035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3964047.250000 Penalty: 3377.920166
	Iteration 25Q: 3 clusters Score -3964047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3964048.500000 Penalty: 3377.920166
	Iteration 26Q: 3 clusters Score -3964048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3964049.750000 Penalty: 3377.920166
	Iteration 27Q: 3 clusters Score -3964050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3964050.000000 Penalty: 3377.920166
	Iteration 28Q: 3 clusters Score -3964050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3964059.750000 Penalty: 3377.920166
	Iteration 29Q: 3 clusters Score -3964060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3964060.750000 Penalty: 3377.920166
	Iteration 30Q: 3 clusters Score -3964061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3964059.250000 Penalty: 3377.920166
	Iteration 31Q: 3 clusters Score -3964059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3964059.750000 Penalty: 3377.920166
	Iteration 32Q: 3 clusters Score -3964060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3964068.750000 Penalty: 3377.920166
	Iteration 33Q: 3 clusters Score -3964069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3964071.250000 Penalty: 3377.920166
	Iteration 34Q: 3 clusters Score -3964071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3964074.250000 Penalty: 3377.920166
	Iteration 35Q: 3 clusters Score -3964074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3964074.250000 Penalty: 3377.920166
	Iteration 36Q: 3 clusters Score -3964074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3964073.250000 Penalty: 3377.920166
	Iteration 37Q: 3 clusters Score -3964073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3964082.750000 Penalty: 3377.920166
	Iteration 38Q: 3 clusters Score -3964083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3964080.000000 Penalty: 3377.920166
	Iteration 39Q: 3 clusters Score -3964080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3964084.000000 Penalty: 3377.920166
	Iteration 40F: 3 clusters Score -3964084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Entering Unmasked Estep 
Score: -4645452.500000 Penalty: 1714.147339
	Iteration 0F: 2 clusters Score -4645452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4621484.000000 Penalty: 3428.294678
	Iteration 0F: 3 clusters Score -4621484 nChanged 17833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4631611.000000 Penalty: 3428.294678
	Iteration 1F: 3 clusters Score -4631611 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -4632188.000000 Penalty: 3428.294678
	Iteration 2Q: 3 clusters Score -4632188 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -4632841.500000 Penalty: 3428.294678
	Iteration 3Q: 3 clusters Score -4632842 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -4633819.500000 Penalty: 3428.294678
	Iteration 4F: 3 clusters Score -4633820 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -4635161.500000 Penalty: 3428.294678
	Iteration 5F: 3 clusters Score -4635162 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -4636658.000000 Penalty: 3428.294678
	Iteration 6F: 3 clusters Score -4636658 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -4638178.500000 Penalty: 3428.294678
	Iteration 7F: 3 clusters Score -4638178 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -4639509.500000 Penalty: 3428.294678
	Iteration 8F: 3 clusters Score -4639510 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -4640551.500000 Penalty: 3428.294678
	Iteration 9Q: 3 clusters Score -4640552 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -4641331.000000 Penalty: 3428.294678
	Iteration 10Q: 3 clusters Score -4641331 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4641875.000000 Penalty: 3428.294678
	Iteration 11Q: 3 clusters Score -4641875 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4642258.500000 Penalty: 3428.294678
	Iteration 12Q: 3 clusters Score -4642258 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4642551.000000 Penalty: 3428.294678
	Iteration 13Q: 3 clusters Score -4642551 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4642828.500000 Penalty: 3428.294678
	Iteration 14Q: 3 clusters Score -4642828 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4643004.500000 Penalty: 3428.294678
	Iteration 15Q: 3 clusters Score -4643004 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4643143.000000 Penalty: 3428.294678
	Iteration 16Q: 3 clusters Score -4643143 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4643263.500000 Penalty: 3428.294678
	Iteration 17Q: 3 clusters Score -4643264 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4643380.500000 Penalty: 3428.294678
	Iteration 18Q: 3 clusters Score -4643380 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4643468.000000 Penalty: 3428.294678
	Iteration 19Q: 3 clusters Score -4643468 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4643556.500000 Penalty: 3428.294678
	Iteration 20F: 3 clusters Score -4643556 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4643652.500000 Penalty: 3428.294678
	Iteration 21Q: 3 clusters Score -4643652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4643690.000000 Penalty: 3428.294678
	Iteration 22Q: 3 clusters Score -4643690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4643720.000000 Penalty: 3428.294678
	Iteration 23Q: 3 clusters Score -4643720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4643746.500000 Penalty: 3428.294678
	Iteration 24Q: 3 clusters Score -4643746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4643753.000000 Penalty: 3428.294678
	Iteration 25Q: 3 clusters Score -4643753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4643773.000000 Penalty: 3428.294678
	Iteration 26Q: 3 clusters Score -4643773 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4643811.000000 Penalty: 3428.294678
	Iteration 27Q: 3 clusters Score -4643811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4643839.500000 Penalty: 3428.294678
	Iteration 28Q: 3 clusters Score -4643840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4643849.000000 Penalty: 3428.294678
	Iteration 29Q: 3 clusters Score -4643849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4643863.500000 Penalty: 3428.294678
	Iteration 30Q: 3 clusters Score -4643864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4643877.500000 Penalty: 3428.294678
	Iteration 31Q: 3 clusters Score -4643878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4643878.000000 Penalty: 3428.294678
	Iteration 32Q: 3 clusters Score -4643878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4643889.000000 Penalty: 3428.294678
	Iteration 33Q: 3 clusters Score -4643889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4643900.500000 Penalty: 3428.294678
	Iteration 34Q: 3 clusters Score -4643900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4643915.500000 Penalty: 3428.294678
	Iteration 35Q: 3 clusters Score -4643916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4643918.000000 Penalty: 3428.294678
	Iteration 36Q: 3 clusters Score -4643918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4643917.000000 Penalty: 3428.294678
	Iteration 37Q: 3 clusters Score -4643917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4643921.500000 Penalty: 3428.294678
	Iteration 38Q: 3 clusters Score -4643922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4643922.500000 Penalty: 3428.294678
	Iteration 39Q: 3 clusters Score -4643922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4643926.500000 Penalty: 3428.294678
	Iteration 40F: 3 clusters Score -4643926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4643933.500000 Penalty: 3428.294678
	Iteration 41Q: 3 clusters Score -4643934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4643936.000000 Penalty: 3428.294678
	Iteration 42Q: 3 clusters Score -4643936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4643945.000000 Penalty: 3428.294678
	Iteration 43Q: 3 clusters Score -4643945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4643943.500000 Penalty: 3428.294678
	Iteration 44Q: 3 clusters Score -4643944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4643939.500000 Penalty: 3428.294678
	Iteration 45Q: 3 clusters Score -4643940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4643946.000000 Penalty: 3428.294678
	Iteration 46Q: 3 clusters Score -4643946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4643949.000000 Penalty: 3428.294678
	Iteration 47Q: 3 clusters Score -4643949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4643947.000000 Penalty: 3428.294678
	Iteration 48Q: 3 clusters Score -4643947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4643954.500000 Penalty: 3428.294678
	Iteration 49Q: 3 clusters Score -4643954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4643958.000000 Penalty: 3428.294678
	Iteration 50Q: 3 clusters Score -4643958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4643966.000000 Penalty: 3428.294678
	Iteration 51Q: 3 clusters Score -4643966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4643964.500000 Penalty: 3428.294678
	Iteration 52Q: 3 clusters Score -4643964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4643973.000000 Penalty: 3428.294678
	Iteration 53Q: 3 clusters Score -4643973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4643973.000000 Penalty: 3428.294678
	Iteration 54Q: 3 clusters Score -4643973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4643980.000000 Penalty: 3428.294678
	Iteration 55Q: 3 clusters Score -4643980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4643981.000000 Penalty: 3428.294678
	Iteration 56Q: 3 clusters Score -4643981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4643977.500000 Penalty: 3428.294678
	Iteration 57Q: 3 clusters Score -4643978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4643977.000000 Penalty: 3428.294678
	Iteration 58Q: 3 clusters Score -4643977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4643982.500000 Penalty: 3428.294678
	Iteration 59Q: 3 clusters Score -4643982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4643979.500000 Penalty: 3428.294678
	Iteration 60F: 3 clusters Score -4643980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4643983.500000 Penalty: 3428.294678
	Iteration 61Q: 3 clusters Score -4643984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4643988.000000 Penalty: 3428.294678
	Iteration 62Q: 3 clusters Score -4643988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4643995.000000 Penalty: 3428.294678
	Iteration 63Q: 3 clusters Score -4643995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4643996.500000 Penalty: 3428.294678
	Iteration 64Q: 3 clusters Score -4643996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4643997.000000 Penalty: 3428.294678
	Iteration 65Q: 3 clusters Score -4643997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4643997.000000 Penalty: 3428.294678
	Iteration 66Q: 3 clusters Score -4643997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4643998.000000 Penalty: 3428.294678
	Iteration 67Q: 3 clusters Score -4643998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4643999.000000 Penalty: 3428.294678
	Iteration 68Q: 3 clusters Score -4643999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4643999.000000 Penalty: 3428.294678
	Iteration 69F: 3 clusters Score -4643999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Entering Unmasked Estep 
Score: -3791683.250000 Penalty: 1681.192261
	Iteration 0F: 2 clusters Score -3791683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3771768.250000 Penalty: 3362.384521
	Iteration 0F: 3 clusters Score -3771768 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3779820.250000 Penalty: 3362.384521
	Iteration 1F: 3 clusters Score -3779820 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3780313.500000 Penalty: 3362.384521
	Iteration 2Q: 3 clusters Score -3780314 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3780717.500000 Penalty: 3362.384521
	Iteration 3Q: 3 clusters Score -3780718 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3781149.750000 Penalty: 3362.384521
	Iteration 4Q: 3 clusters Score -3781150 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -3781585.750000 Penalty: 3362.384521
	Iteration 5Q: 3 clusters Score -3781586 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3782105.250000 Penalty: 3362.384521
	Iteration 6Q: 3 clusters Score -3782105 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3782664.500000 Penalty: 3362.384521
	Iteration 7Q: 3 clusters Score -3782664 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3783388.750000 Penalty: 3362.384521
	Iteration 8Q: 3 clusters Score -3783389 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3784205.250000 Penalty: 3362.384521
	Iteration 9Q: 3 clusters Score -3784205 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3785074.750000 Penalty: 3362.384521
	Iteration 10Q: 3 clusters Score -3785075 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3785855.250000 Penalty: 3362.384521
	Iteration 11Q: 3 clusters Score -3785855 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3786584.250000 Penalty: 3362.384521
	Iteration 12Q: 3 clusters Score -3786584 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3787259.500000 Penalty: 3362.384521
	Iteration 13Q: 3 clusters Score -3787260 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3787780.000000 Penalty: 3362.384521
	Iteration 14Q: 3 clusters Score -3787780 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3788298.250000 Penalty: 3362.384521
	Iteration 15Q: 3 clusters Score -3788298 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3788756.000000 Penalty: 3362.384521
	Iteration 16Q: 3 clusters Score -3788756 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3789151.500000 Penalty: 3362.384521
	Iteration 17Q: 3 clusters Score -3789152 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3789444.500000 Penalty: 3362.384521
	Iteration 18Q: 3 clusters Score -3789444 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3789702.250000 Penalty: 3362.384521
	Iteration 19Q: 3 clusters Score -3789702 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -3789927.000000 Penalty: 3362.384521
	Iteration 20F: 3 clusters Score -3789927 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3790070.250000 Penalty: 3362.384521
	Iteration 21Q: 3 clusters Score -3790070 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -3790149.750000 Penalty: 3362.384521
	Iteration 22Q: 3 clusters Score -3790150 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -3790220.500000 Penalty: 3362.384521
	Iteration 23Q: 3 clusters Score -3790220 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3790270.750000 Penalty: 3362.384521
	Iteration 24Q: 3 clusters Score -3790271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -3790302.250000 Penalty: 3362.384521
	Iteration 25Q: 3 clusters Score -3790302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -3790332.250000 Penalty: 3362.384521
	Iteration 26Q: 3 clusters Score -3790332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3790345.000000 Penalty: 3362.384521
	Iteration 27Q: 3 clusters Score -3790345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3790360.500000 Penalty: 3362.384521
	Iteration 28Q: 3 clusters Score -3790360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3790366.500000 Penalty: 3362.384521
	Iteration 29Q: 3 clusters Score -3790366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -3790378.250000 Penalty: 3362.384521
	Iteration 30Q: 3 clusters Score -3790378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3790388.750000 Penalty: 3362.384521
	Iteration 31Q: 3 clusters Score -3790389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -3790404.250000 Penalty: 3362.384521
	Iteration 32Q: 3 clusters Score -3790404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -3790410.250000 Penalty: 3362.384521
	Iteration 33Q: 3 clusters Score -3790410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3790424.500000 Penalty: 3362.384521
	Iteration 34Q: 3 clusters Score -3790424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -3790435.750000 Penalty: 3362.384521
	Iteration 35Q: 3 clusters Score -3790436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -3790445.750000 Penalty: 3362.384521
	Iteration 36Q: 3 clusters Score -3790446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -3790450.750000 Penalty: 3362.384521
	Iteration 37Q: 3 clusters Score -3790451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -3790453.250000 Penalty: 3362.384521
	Iteration 38Q: 3 clusters Score -3790453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3790457.000000 Penalty: 3362.384521
	Iteration 39Q: 3 clusters Score -3790457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -3790463.750000 Penalty: 3362.384521
	Iteration 40F: 3 clusters Score -3790464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -3790457.500000 Penalty: 3362.384521
	Iteration 41Q: 3 clusters Score -3790458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3790462.500000 Penalty: 3362.384521
	Iteration 42Q: 3 clusters Score -3790462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3790459.500000 Penalty: 3362.384521
	Iteration 43Q: 3 clusters Score -3790460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -3790458.500000 Penalty: 3362.384521
	Iteration 44Q: 3 clusters Score -3790458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -3790462.750000 Penalty: 3362.384521
	Iteration 45Q: 3 clusters Score -3790463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3790462.500000 Penalty: 3362.384521
	Iteration 46Q: 3 clusters Score -3790462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -3790463.250000 Penalty: 3362.384521
	Iteration 47Q: 3 clusters Score -3790463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3790464.500000 Penalty: 3362.384521
	Iteration 48Q: 3 clusters Score -3790464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3790457.000000 Penalty: 3362.384521
	Iteration 49Q: 3 clusters Score -3790457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3790461.250000 Penalty: 3362.384521
	Iteration 50Q: 3 clusters Score -3790461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3790461.250000 Penalty: 3362.384521
	Iteration 51F: 3 clusters Score -3790461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -15826.773438 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -15826.77 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 89 members 
Entering Unmasked Estep 
Score: -15333.181641 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -15333.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15493.857422 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -15493.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15513.358398 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -15513.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15513.358398 Penalty: 1645.343384
	Iteration 3F: 3 clusters Score -15513.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Entering Unmasked Estep 
Score: -1061111.875000 Penalty: 1481.337036
	Iteration 0F: 2 clusters Score -1061112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1054460.625000 Penalty: 2962.674072
	Iteration 0F: 3 clusters Score -1054461 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1056639.250000 Penalty: 2962.674072
	Iteration 1F: 3 clusters Score -1056639 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1057082.375000 Penalty: 2962.674072
	Iteration 2F: 3 clusters Score -1057082 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1057587.500000 Penalty: 2962.674072
	Iteration 3F: 3 clusters Score -1057588 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1058036.000000 Penalty: 2962.674072
	Iteration 4F: 3 clusters Score -1058036 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1058395.000000 Penalty: 2962.674072
	Iteration 5F: 3 clusters Score -1058395 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1058664.750000 Penalty: 2962.674072
	Iteration 6F: 3 clusters Score -1058665 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1058892.125000 Penalty: 2962.674072
	Iteration 7Q: 3 clusters Score -1058892 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1059089.750000 Penalty: 2962.674072
	Iteration 8Q: 3 clusters Score -1059090 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1059300.750000 Penalty: 2962.674072
	Iteration 9Q: 3 clusters Score -1059301 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1059486.500000 Penalty: 2962.674072
	Iteration 10Q: 3 clusters Score -1059486 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1059683.625000 Penalty: 2962.674072
	Iteration 11Q: 3 clusters Score -1059684 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1059859.625000 Penalty: 2962.674072
	Iteration 12Q: 3 clusters Score -1059860 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1060028.250000 Penalty: 2962.674072
	Iteration 13Q: 3 clusters Score -1060028 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1060183.125000 Penalty: 2962.674072
	Iteration 14Q: 3 clusters Score -1060183 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1060344.125000 Penalty: 2962.674072
	Iteration 15Q: 3 clusters Score -1060344 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1060492.750000 Penalty: 2962.674072
	Iteration 16Q: 3 clusters Score -1060493 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1060602.000000 Penalty: 2962.674072
	Iteration 17Q: 3 clusters Score -1060602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1060676.125000 Penalty: 2962.674072
	Iteration 18Q: 3 clusters Score -1060676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1060739.750000 Penalty: 2962.674072
	Iteration 19Q: 3 clusters Score -1060740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1060787.750000 Penalty: 2962.674072
	Iteration 20F: 3 clusters Score -1060788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1060813.875000 Penalty: 2962.674072
	Iteration 21Q: 3 clusters Score -1060814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1060826.750000 Penalty: 2962.674072
	Iteration 22Q: 3 clusters Score -1060827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1060836.375000 Penalty: 2962.674072
	Iteration 23Q: 3 clusters Score -1060836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1060842.000000 Penalty: 2962.674072
	Iteration 24Q: 3 clusters Score -1060842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1060848.375000 Penalty: 2962.674072
	Iteration 25Q: 3 clusters Score -1060848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1060855.125000 Penalty: 2962.674072
	Iteration 26Q: 3 clusters Score -1060855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1060855.875000 Penalty: 2962.674072
	Iteration 27Q: 3 clusters Score -1060856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1060855.875000 Penalty: 2962.674072
	Iteration 28F: 3 clusters Score -1060856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53328.312500 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53328.31 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 157 members 
Entering Unmasked Estep 
Score: -52395.882812 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52395.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -52494.074219 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52494.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -52529.671875 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52529.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -52544.695312 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52544.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52550.644531 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52550.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -52552.167969 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52552.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52554.890625 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -52554.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52554.890625 Penalty: 1881.737183
	Iteration 7F: 3 clusters Score -52554.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Entering Unmasked Estep 
Score: -2032691.875000 Penalty: 1577.829590
	Iteration 0F: 2 clusters Score -2032692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2021448.375000 Penalty: 3155.659180
	Iteration 0F: 3 clusters Score -2021448 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2025426.625000 Penalty: 3155.659180
	Iteration 1F: 3 clusters Score -2025427 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2025720.375000 Penalty: 3155.659180
	Iteration 2F: 3 clusters Score -2025720 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2025967.625000 Penalty: 3155.659180
	Iteration 3Q: 3 clusters Score -2025968 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2026178.000000 Penalty: 3155.659180
	Iteration 4Q: 3 clusters Score -2026178 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2026397.625000 Penalty: 3155.659180
	Iteration 5Q: 3 clusters Score -2026398 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2026635.875000 Penalty: 3155.659180
	Iteration 6Q: 3 clusters Score -2026636 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2026929.500000 Penalty: 3155.659180
	Iteration 7Q: 3 clusters Score -2026930 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2027227.750000 Penalty: 3155.659180
	Iteration 8Q: 3 clusters Score -2027228 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2027581.625000 Penalty: 3155.659180
	Iteration 9Q: 3 clusters Score -2027582 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2027989.500000 Penalty: 3155.659180
	Iteration 10Q: 3 clusters Score -2027990 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2028414.875000 Penalty: 3155.659180
	Iteration 11Q: 3 clusters Score -2028415 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2028749.625000 Penalty: 3155.659180
	Iteration 12Q: 3 clusters Score -2028750 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2028975.625000 Penalty: 3155.659180
	Iteration 13Q: 3 clusters Score -2028976 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2029120.500000 Penalty: 3155.659180
	Iteration 14Q: 3 clusters Score -2029120 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2029225.625000 Penalty: 3155.659180
	Iteration 15Q: 3 clusters Score -2029226 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2029277.625000 Penalty: 3155.659180
	Iteration 16Q: 3 clusters Score -2029278 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2029329.125000 Penalty: 3155.659180
	Iteration 17Q: 3 clusters Score -2029329 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2029380.875000 Penalty: 3155.659180
	Iteration 18Q: 3 clusters Score -2029381 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2029425.625000 Penalty: 3155.659180
	Iteration 19Q: 3 clusters Score -2029426 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2029475.750000 Penalty: 3155.659180
	Iteration 20F: 3 clusters Score -2029476 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2029537.750000 Penalty: 3155.659180
	Iteration 21Q: 3 clusters Score -2029538 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2029586.375000 Penalty: 3155.659180
	Iteration 22Q: 3 clusters Score -2029586 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2029644.875000 Penalty: 3155.659180
	Iteration 23Q: 3 clusters Score -2029645 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2029705.125000 Penalty: 3155.659180
	Iteration 24Q: 3 clusters Score -2029705 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2029783.250000 Penalty: 3155.659180
	Iteration 25Q: 3 clusters Score -2029783 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2029851.000000 Penalty: 3155.659180
	Iteration 26Q: 3 clusters Score -2029851 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2029922.250000 Penalty: 3155.659180
	Iteration 27Q: 3 clusters Score -2029922 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2030024.375000 Penalty: 3155.659180
	Iteration 28Q: 3 clusters Score -2030024 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2030133.250000 Penalty: 3155.659180
	Iteration 29Q: 3 clusters Score -2030133 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2030247.750000 Penalty: 3155.659180
	Iteration 30Q: 3 clusters Score -2030248 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2030362.625000 Penalty: 3155.659180
	Iteration 31Q: 3 clusters Score -2030363 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2030471.625000 Penalty: 3155.659180
	Iteration 32Q: 3 clusters Score -2030472 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2030562.375000 Penalty: 3155.659180
	Iteration 33Q: 3 clusters Score -2030562 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2030650.875000 Penalty: 3155.659180
	Iteration 34Q: 3 clusters Score -2030651 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2030756.500000 Penalty: 3155.659180
	Iteration 35Q: 3 clusters Score -2030756 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2030874.375000 Penalty: 3155.659180
	Iteration 36Q: 3 clusters Score -2030874 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2030994.875000 Penalty: 3155.659180
	Iteration 37Q: 3 clusters Score -2030995 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2031085.125000 Penalty: 3155.659180
	Iteration 38Q: 3 clusters Score -2031085 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2031151.375000 Penalty: 3155.659180
	Iteration 39Q: 3 clusters Score -2031151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2031188.750000 Penalty: 3155.659180
	Iteration 40F: 3 clusters Score -2031189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2031223.875000 Penalty: 3155.659180
	Iteration 41Q: 3 clusters Score -2031224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2031257.750000 Penalty: 3155.659180
	Iteration 42Q: 3 clusters Score -2031258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2031270.375000 Penalty: 3155.659180
	Iteration 43Q: 3 clusters Score -2031270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2031286.000000 Penalty: 3155.659180
	Iteration 44Q: 3 clusters Score -2031286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2031292.250000 Penalty: 3155.659180
	Iteration 45Q: 3 clusters Score -2031292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2031301.125000 Penalty: 3155.659180
	Iteration 46Q: 3 clusters Score -2031301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2031308.750000 Penalty: 3155.659180
	Iteration 47Q: 3 clusters Score -2031309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2031317.750000 Penalty: 3155.659180
	Iteration 48Q: 3 clusters Score -2031318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2031322.500000 Penalty: 3155.659180
	Iteration 49Q: 3 clusters Score -2031322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2031326.750000 Penalty: 3155.659180
	Iteration 50Q: 3 clusters Score -2031327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2031331.000000 Penalty: 3155.659180
	Iteration 51Q: 3 clusters Score -2031331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2031337.500000 Penalty: 3155.659180
	Iteration 52Q: 3 clusters Score -2031338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2031341.875000 Penalty: 3155.659180
	Iteration 53Q: 3 clusters Score -2031342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2031344.250000 Penalty: 3155.659180
	Iteration 54Q: 3 clusters Score -2031344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2031344.750000 Penalty: 3155.659180
	Iteration 55Q: 3 clusters Score -2031345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2031348.125000 Penalty: 3155.659180
	Iteration 56Q: 3 clusters Score -2031348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2031347.750000 Penalty: 3155.659180
	Iteration 57Q: 3 clusters Score -2031348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2031349.250000 Penalty: 3155.659180
	Iteration 58Q: 3 clusters Score -2031349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2031352.500000 Penalty: 3155.659180
	Iteration 59Q: 3 clusters Score -2031352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2031352.500000 Penalty: 3155.659180
	Iteration 60F: 3 clusters Score -2031352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2031351.875000 Penalty: 3155.659180
	Iteration 61Q: 3 clusters Score -2031352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2031351.875000 Penalty: 3155.659180
	Iteration 62F: 3 clusters Score -2031352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Entering Unmasked Estep 
Score: -3513348.250000 Penalty: 1664.022461
	Iteration 0F: 2 clusters Score -3513348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3495748.750000 Penalty: 3328.044922
	Iteration 0F: 3 clusters Score -3495749 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3502824.750000 Penalty: 3328.044922
	Iteration 1F: 3 clusters Score -3502825 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -3503163.750000 Penalty: 3328.044922
	Iteration 2Q: 3 clusters Score -3503164 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3503550.500000 Penalty: 3328.044922
	Iteration 3Q: 3 clusters Score -3503550 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3503972.000000 Penalty: 3328.044922
	Iteration 4Q: 3 clusters Score -3503972 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3504569.500000 Penalty: 3328.044922
	Iteration 5Q: 3 clusters Score -3504570 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3505472.250000 Penalty: 3328.044922
	Iteration 6F: 3 clusters Score -3505472 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3506828.000000 Penalty: 3328.044922
	Iteration 7F: 3 clusters Score -3506828 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3508405.500000 Penalty: 3328.044922
	Iteration 8F: 3 clusters Score -3508406 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3509844.000000 Penalty: 3328.044922
	Iteration 9F: 3 clusters Score -3509844 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3510804.000000 Penalty: 3328.044922
	Iteration 10F: 3 clusters Score -3510804 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3511309.000000 Penalty: 3328.044922
	Iteration 11Q: 3 clusters Score -3511309 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3511582.000000 Penalty: 3328.044922
	Iteration 12Q: 3 clusters Score -3511582 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3511703.500000 Penalty: 3328.044922
	Iteration 13Q: 3 clusters Score -3511704 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -3511805.000000 Penalty: 3328.044922
	Iteration 14Q: 3 clusters Score -3511805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3511859.750000 Penalty: 3328.044922
	Iteration 15Q: 3 clusters Score -3511860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3511888.250000 Penalty: 3328.044922
	Iteration 16Q: 3 clusters Score -3511888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3511906.750000 Penalty: 3328.044922
	Iteration 17Q: 3 clusters Score -3511907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3511925.000000 Penalty: 3328.044922
	Iteration 18Q: 3 clusters Score -3511925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -3511944.500000 Penalty: 3328.044922
	Iteration 19Q: 3 clusters Score -3511944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3511959.750000 Penalty: 3328.044922
	Iteration 20F: 3 clusters Score -3511960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3511970.500000 Penalty: 3328.044922
	Iteration 21Q: 3 clusters Score -3511970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3511973.250000 Penalty: 3328.044922
	Iteration 22Q: 3 clusters Score -3511973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3511974.000000 Penalty: 3328.044922
	Iteration 23Q: 3 clusters Score -3511974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3511974.000000 Penalty: 3328.044922
	Iteration 24F: 3 clusters Score -3511974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22210 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 26045 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 32650 members 
Mstep: Class 9 contains 38124 members 
Mstep: Class 12 contains 31126 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9099 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16477 members 
Mstep: Class 19 contains 28005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442410.000000 Penalty: 27982.333984
Iteration 319Q: 15 clusters Score -2.644241e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22212 members 
Mstep: Class 3 contains 11433 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 26049 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 32649 members 
Mstep: Class 9 contains 38114 members 
Mstep: Class 12 contains 31129 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9099 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16480 members 
Mstep: Class 19 contains 28001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442450.000000 Penalty: 27982.333984
Iteration 320F: 15 clusters Score -2.644245e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22214 members 
Mstep: Class 3 contains 11436 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 32648 members 
Mstep: Class 9 contains 38106 members 
Mstep: Class 12 contains 31134 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9100 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16481 members 
Mstep: Class 19 contains 27991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442482.000000 Penalty: 27982.333984
Iteration 321Q: 15 clusters Score -2.644248e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22215 members 
Mstep: Class 3 contains 11440 members 
Mstep: Class 4 contains 1368 members 
Mstep: Class 5 contains 26058 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 32650 members 
Mstep: Class 9 contains 38104 members 
Mstep: Class 12 contains 31128 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9104 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16482 members 
Mstep: Class 19 contains 27988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442444.000000 Penalty: 27982.333984
Iteration 322Q: 15 clusters Score -2.644244e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22214 members 
Mstep: Class 3 contains 11443 members 
Mstep: Class 4 contains 1367 members 
Mstep: Class 5 contains 26064 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 32646 members 
Mstep: Class 9 contains 38105 members 
Mstep: Class 12 contains 31124 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9107 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16483 members 
Mstep: Class 19 contains 27984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442432.000000 Penalty: 27982.333984
Iteration 323Q: 15 clusters Score -2.644243e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22213 members 
Mstep: Class 3 contains 11447 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26069 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 32635 members 
Mstep: Class 9 contains 38109 members 
Mstep: Class 12 contains 31121 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9107 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16486 members 
Mstep: Class 19 contains 27984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442476.000000 Penalty: 27982.333984
Iteration 324Q: 15 clusters Score -2.644248e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22212 members 
Mstep: Class 3 contains 11447 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26069 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 32633 members 
Mstep: Class 9 contains 38108 members 
Mstep: Class 12 contains 31119 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9107 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16486 members 
Mstep: Class 19 contains 27989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442426.000000 Penalty: 27982.333984
Iteration 325Q: 15 clusters Score -2.644243e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22210 members 
Mstep: Class 3 contains 11449 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26076 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 8 contains 32629 members 
Mstep: Class 9 contains 38108 members 
Mstep: Class 12 contains 31108 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9108 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 19 contains 27996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442416.000000 Penalty: 27982.333984
Iteration 326Q: 15 clusters Score -2.644242e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22210 members 
Mstep: Class 3 contains 11452 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26072 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 8 contains 32625 members 
Mstep: Class 9 contains 38110 members 
Mstep: Class 12 contains 31103 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9108 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 19 contains 28004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442436.000000 Penalty: 27982.333984
Iteration 327Q: 15 clusters Score -2.644244e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22209 members 
Mstep: Class 3 contains 11452 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26071 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 8 contains 32618 members 
Mstep: Class 9 contains 38114 members 
Mstep: Class 12 contains 31098 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9111 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 19 contains 28011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442412.000000 Penalty: 27982.333984
Iteration 328Q: 15 clusters Score -2.644241e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22207 members 
Mstep: Class 3 contains 11453 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26073 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 8 contains 32618 members 
Mstep: Class 9 contains 38117 members 
Mstep: Class 12 contains 31092 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9110 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 19 contains 28013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442374.000000 Penalty: 27982.333984
Iteration 329Q: 15 clusters Score -2.644237e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22209 members 
Mstep: Class 3 contains 11453 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26069 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 8 contains 32621 members 
Mstep: Class 9 contains 38118 members 
Mstep: Class 12 contains 31087 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16486 members 
Mstep: Class 19 contains 28014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442354.000000 Penalty: 27982.333984
Iteration 330Q: 15 clusters Score -2.644235e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22210 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 32623 members 
Mstep: Class 9 contains 38116 members 
Mstep: Class 12 contains 31092 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16489 members 
Mstep: Class 19 contains 28014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442340.000000 Penalty: 27982.333984
Iteration 331Q: 15 clusters Score -2.644234e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22210 members 
Mstep: Class 3 contains 11460 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26048 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 32619 members 
Mstep: Class 9 contains 38113 members 
Mstep: Class 12 contains 31101 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 19 contains 28013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442374.000000 Penalty: 27982.333984
Iteration 332Q: 15 clusters Score -2.644237e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22211 members 
Mstep: Class 3 contains 11466 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26044 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 32619 members 
Mstep: Class 9 contains 38110 members 
Mstep: Class 12 contains 31107 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 19 contains 28006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442390.000000 Penalty: 27982.333984
Iteration 333Q: 15 clusters Score -2.644239e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22209 members 
Mstep: Class 3 contains 11470 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26038 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 32620 members 
Mstep: Class 9 contains 38104 members 
Mstep: Class 12 contains 31118 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16498 members 
Mstep: Class 19 contains 27998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442404.000000 Penalty: 27982.333984
Iteration 334Q: 15 clusters Score -2.64424e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22209 members 
Mstep: Class 3 contains 11471 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26031 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 32620 members 
Mstep: Class 9 contains 38091 members 
Mstep: Class 12 contains 31123 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9118 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16504 members 
Mstep: Class 19 contains 28004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442416.000000 Penalty: 27982.333984
Iteration 335Q: 15 clusters Score -2.644242e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22207 members 
Mstep: Class 3 contains 11473 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26029 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 8 contains 32623 members 
Mstep: Class 9 contains 38075 members 
Mstep: Class 12 contains 31130 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9118 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16513 members 
Mstep: Class 19 contains 28004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442444.000000 Penalty: 27982.333984
Iteration 336Q: 15 clusters Score -2.644244e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22205 members 
Mstep: Class 3 contains 11474 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26023 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 32627 members 
Mstep: Class 9 contains 38068 members 
Mstep: Class 12 contains 31132 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16516 members 
Mstep: Class 19 contains 28009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442476.000000 Penalty: 27982.333984
Iteration 337Q: 15 clusters Score -2.644248e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22204 members 
Mstep: Class 3 contains 11478 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 26023 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 32638 members 
Mstep: Class 9 contains 38055 members 
Mstep: Class 12 contains 31127 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16520 members 
Mstep: Class 19 contains 28010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442462.000000 Penalty: 27982.333984
Iteration 338Q: 15 clusters Score -2.644246e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22205 members 
Mstep: Class 3 contains 11483 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 26022 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 8 contains 32642 members 
Mstep: Class 9 contains 38046 members 
Mstep: Class 12 contains 31127 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16522 members 
Mstep: Class 19 contains 28008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442494.000000 Penalty: 27982.333984
Iteration 339Q: 15 clusters Score -2.644249e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22205 members 
Mstep: Class 3 contains 11485 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 26022 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 8 contains 32640 members 
Mstep: Class 9 contains 38038 members 
Mstep: Class 12 contains 31130 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9118 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16526 members 
Mstep: Class 19 contains 28008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442498.000000 Penalty: 27982.333984
Iteration 340F: 15 clusters Score -2.64425e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22201 members 
Mstep: Class 3 contains 11490 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 26020 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 8 contains 32634 members 
Mstep: Class 9 contains 38028 members 
Mstep: Class 12 contains 31131 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16531 members 
Mstep: Class 19 contains 28017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442488.000000 Penalty: 27982.333984
Iteration 341Q: 15 clusters Score -2.644249e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22202 members 
Mstep: Class 3 contains 11495 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 26021 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 8 contains 32637 members 
Mstep: Class 9 contains 38016 members 
Mstep: Class 12 contains 31130 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16533 members 
Mstep: Class 19 contains 28022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442490.000000 Penalty: 27982.333984
Iteration 342Q: 15 clusters Score -2.644249e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22202 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 26030 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 8 contains 32634 members 
Mstep: Class 9 contains 38008 members 
Mstep: Class 12 contains 31132 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16534 members 
Mstep: Class 19 contains 28022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442490.000000 Penalty: 27982.333984
Iteration 343Q: 15 clusters Score -2.644249e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22205 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 26037 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 8 contains 32641 members 
Mstep: Class 9 contains 38000 members 
Mstep: Class 12 contains 31128 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16534 members 
Mstep: Class 19 contains 28020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442496.000000 Penalty: 27982.333984
Iteration 344Q: 15 clusters Score -2.64425e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22206 members 
Mstep: Class 3 contains 11501 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 26037 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 8 contains 32644 members 
Mstep: Class 9 contains 37998 members 
Mstep: Class 12 contains 31122 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9118 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16536 members 
Mstep: Class 19 contains 28021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442498.000000 Penalty: 27982.333984
Iteration 345Q: 15 clusters Score -2.64425e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22207 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 26029 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 8 contains 32661 members 
Mstep: Class 9 contains 37990 members 
Mstep: Class 12 contains 31122 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9119 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16540 members 
Mstep: Class 19 contains 28020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442494.000000 Penalty: 27982.333984
Iteration 346Q: 15 clusters Score -2.644249e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22204 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 26029 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 8 contains 32672 members 
Mstep: Class 9 contains 37967 members 
Mstep: Class 12 contains 31135 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9119 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16541 members 
Mstep: Class 19 contains 28023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442480.000000 Penalty: 27982.333984
Iteration 347Q: 15 clusters Score -2.644248e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22201 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 26033 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 8 contains 32674 members 
Mstep: Class 9 contains 37958 members 
Mstep: Class 12 contains 31137 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9121 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16545 members 
Mstep: Class 19 contains 28023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442510.000000 Penalty: 27982.333984
Iteration 348Q: 15 clusters Score -2.644251e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 26035 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 8 contains 32684 members 
Mstep: Class 9 contains 37939 members 
Mstep: Class 12 contains 31142 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9123 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16547 members 
Mstep: Class 19 contains 28024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442502.000000 Penalty: 27982.333984
Iteration 349Q: 15 clusters Score -2.64425e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22202 members 
Mstep: Class 3 contains 11496 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 26031 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 32685 members 
Mstep: Class 9 contains 37923 members 
Mstep: Class 12 contains 31149 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9125 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16551 members 
Mstep: Class 19 contains 28032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442518.000000 Penalty: 27982.333984
Iteration 350Q: 15 clusters Score -2.644252e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22207 members 
Mstep: Class 3 contains 11502 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 26025 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 32685 members 
Mstep: Class 9 contains 37906 members 
Mstep: Class 12 contains 31157 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9129 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16552 members 
Mstep: Class 19 contains 28031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442522.000000 Penalty: 27982.333984
Iteration 351Q: 15 clusters Score -2.644252e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22212 members 
Mstep: Class 3 contains 11505 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 26023 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 8 contains 32693 members 
Mstep: Class 9 contains 37895 members 
Mstep: Class 12 contains 31158 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9132 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16552 members 
Mstep: Class 19 contains 28025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442522.000000 Penalty: 27982.333984
Iteration 352Q: 15 clusters Score -2.644252e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22212 members 
Mstep: Class 3 contains 11514 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 26022 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 8 contains 32697 members 
Mstep: Class 9 contains 37888 members 
Mstep: Class 12 contains 31156 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9133 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16553 members 
Mstep: Class 19 contains 28022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442536.000000 Penalty: 27982.333984
Iteration 353Q: 15 clusters Score -2.644254e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22211 members 
Mstep: Class 3 contains 11524 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 26023 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 8 contains 32706 members 
Mstep: Class 9 contains 37879 members 
Mstep: Class 12 contains 31154 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9131 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16554 members 
Mstep: Class 19 contains 28014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442548.000000 Penalty: 27982.333984
Iteration 354Q: 15 clusters Score -2.644255e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22210 members 
Mstep: Class 3 contains 11530 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 26023 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 32715 members 
Mstep: Class 9 contains 37868 members 
Mstep: Class 12 contains 31157 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9125 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16556 members 
Mstep: Class 19 contains 28011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442518.000000 Penalty: 27982.333984
Iteration 355Q: 15 clusters Score -2.644252e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22209 members 
Mstep: Class 3 contains 11537 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 26019 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 8 contains 32721 members 
Mstep: Class 9 contains 37862 members 
Mstep: Class 12 contains 31164 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9122 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16555 members 
Mstep: Class 19 contains 28007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442558.000000 Penalty: 27982.333984
Iteration 356Q: 15 clusters Score -2.644256e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22211 members 
Mstep: Class 3 contains 11541 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 26025 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 32723 members 
Mstep: Class 9 contains 37855 members 
Mstep: Class 12 contains 31158 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9123 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16553 members 
Mstep: Class 19 contains 28006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442570.000000 Penalty: 27982.333984
Iteration 357Q: 15 clusters Score -2.644257e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22210 members 
Mstep: Class 3 contains 11542 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 26024 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 32725 members 
Mstep: Class 9 contains 37848 members 
Mstep: Class 12 contains 31163 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9124 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16554 members 
Mstep: Class 19 contains 28005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442568.000000 Penalty: 27982.333984
Iteration 358Q: 15 clusters Score -2.644257e+07 nChanged 48
Entering ConstructFrom: 
Score: -26442568.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (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: -34344.750000 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -34344.75 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 162 members 
Entering Unmasked Estep 
Score: -33438.148438 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -33438.15 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33564.027344 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -33564.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33639.054688 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -33639.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33672.671875 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -33672.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33683.718750 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -33683.72 nChanged 5
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: -33690.503906 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -33690.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33695.765625 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -33695.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33698.386719 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -33698.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33700.265625 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -33700.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33700.265625 Penalty: 1890.561035
	Iteration 9F: 3 clusters Score -33700.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Entering Unmasked Estep 
Score: -2739039.250000 Penalty: 1626.341187
	Iteration 0F: 2 clusters Score -2739039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2723851.750000 Penalty: 3252.682373
	Iteration 0F: 3 clusters Score -2723852 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2729353.750000 Penalty: 3252.682373
	Iteration 1F: 3 clusters Score -2729354 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2729632.250000 Penalty: 3252.682373
	Iteration 2Q: 3 clusters Score -2729632 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2729848.250000 Penalty: 3252.682373
	Iteration 3Q: 3 clusters Score -2729848 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2730053.750000 Penalty: 3252.682373
	Iteration 4Q: 3 clusters Score -2730054 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2730239.250000 Penalty: 3252.682373
	Iteration 5Q: 3 clusters Score -2730239 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2730425.000000 Penalty: 3252.682373
	Iteration 6Q: 3 clusters Score -2730425 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2730613.500000 Penalty: 3252.682373
	Iteration 7Q: 3 clusters Score -2730614 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2730842.750000 Penalty: 3252.682373
	Iteration 8Q: 3 clusters Score -2730843 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2731100.000000 Penalty: 3252.682373
	Iteration 9Q: 3 clusters Score -2731100 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2731425.500000 Penalty: 3252.682373
	Iteration 10Q: 3 clusters Score -2731426 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2731864.750000 Penalty: 3252.682373
	Iteration 11Q: 3 clusters Score -2731865 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2732345.000000 Penalty: 3252.682373
	Iteration 12Q: 3 clusters Score -2732345 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2732890.750000 Penalty: 3252.682373
	Iteration 13Q: 3 clusters Score -2732891 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2733471.250000 Penalty: 3252.682373
	Iteration 14Q: 3 clusters Score -2733471 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2734068.000000 Penalty: 3252.682373
	Iteration 15Q: 3 clusters Score -2734068 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2734662.500000 Penalty: 3252.682373
	Iteration 16Q: 3 clusters Score -2734662 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2735113.250000 Penalty: 3252.682373
	Iteration 17Q: 3 clusters Score -2735113 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2735447.000000 Penalty: 3252.682373
	Iteration 18Q: 3 clusters Score -2735447 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2735688.250000 Penalty: 3252.682373
	Iteration 19Q: 3 clusters Score -2735688 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2735849.250000 Penalty: 3252.682373
	Iteration 20F: 3 clusters Score -2735849 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2735954.000000 Penalty: 3252.682373
	Iteration 21Q: 3 clusters Score -2735954 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2736035.000000 Penalty: 3252.682373
	Iteration 22Q: 3 clusters Score -2736035 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2736088.000000 Penalty: 3252.682373
	Iteration 23Q: 3 clusters Score -2736088 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2736145.000000 Penalty: 3252.682373
	Iteration 24Q: 3 clusters Score -2736145 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2736188.000000 Penalty: 3252.682373
	Iteration 25Q: 3 clusters Score -2736188 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2736225.750000 Penalty: 3252.682373
	Iteration 26Q: 3 clusters Score -2736226 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2736250.750000 Penalty: 3252.682373
	Iteration 27Q: 3 clusters Score -2736251 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2736311.000000 Penalty: 3252.682373
	Iteration 28Q: 3 clusters Score -2736311 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2736377.750000 Penalty: 3252.682373
	Iteration 29Q: 3 clusters Score -2736378 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2736423.750000 Penalty: 3252.682373
	Iteration 30Q: 3 clusters Score -2736424 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2736457.750000 Penalty: 3252.682373
	Iteration 31Q: 3 clusters Score -2736458 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2736490.250000 Penalty: 3252.682373
	Iteration 32Q: 3 clusters Score -2736490 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2736525.250000 Penalty: 3252.682373
	Iteration 33Q: 3 clusters Score -2736525 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2736560.000000 Penalty: 3252.682373
	Iteration 34Q: 3 clusters Score -2736560 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2736592.500000 Penalty: 3252.682373
	Iteration 35Q: 3 clusters Score -2736592 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2736625.000000 Penalty: 3252.682373
	Iteration 36Q: 3 clusters Score -2736625 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2736654.000000 Penalty: 3252.682373
	Iteration 37Q: 3 clusters Score -2736654 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2736668.000000 Penalty: 3252.682373
	Iteration 38Q: 3 clusters Score -2736668 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2736687.750000 Penalty: 3252.682373
	Iteration 39Q: 3 clusters Score -2736688 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2736707.250000 Penalty: 3252.682373
	Iteration 40F: 3 clusters Score -2736707 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2736725.750000 Penalty: 3252.682373
	Iteration 41Q: 3 clusters Score -2736726 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2736747.000000 Penalty: 3252.682373
	Iteration 42Q: 3 clusters Score -2736747 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2736770.500000 Penalty: 3252.682373
	Iteration 43Q: 3 clusters Score -2736770 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2736796.250000 Penalty: 3252.682373
	Iteration 44Q: 3 clusters Score -2736796 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2736833.750000 Penalty: 3252.682373
	Iteration 45Q: 3 clusters Score -2736834 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2736865.000000 Penalty: 3252.682373
	Iteration 46Q: 3 clusters Score -2736865 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2736887.500000 Penalty: 3252.682373
	Iteration 47Q: 3 clusters Score -2736888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2736905.500000 Penalty: 3252.682373
	Iteration 48Q: 3 clusters Score -2736906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2736916.500000 Penalty: 3252.682373
	Iteration 49Q: 3 clusters Score -2736916 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2736940.750000 Penalty: 3252.682373
	Iteration 50Q: 3 clusters Score -2736941 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2736948.500000 Penalty: 3252.682373
	Iteration 51Q: 3 clusters Score -2736948 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2736975.000000 Penalty: 3252.682373
	Iteration 52Q: 3 clusters Score -2736975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2736988.250000 Penalty: 3252.682373
	Iteration 53Q: 3 clusters Score -2736988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2736991.750000 Penalty: 3252.682373
	Iteration 54Q: 3 clusters Score -2736992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2737002.500000 Penalty: 3252.682373
	Iteration 55Q: 3 clusters Score -2737002 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2737016.750000 Penalty: 3252.682373
	Iteration 56Q: 3 clusters Score -2737017 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2737047.250000 Penalty: 3252.682373
	Iteration 57Q: 3 clusters Score -2737047 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2737063.500000 Penalty: 3252.682373
	Iteration 58Q: 3 clusters Score -2737064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2737075.000000 Penalty: 3252.682373
	Iteration 59Q: 3 clusters Score -2737075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2737095.500000 Penalty: 3252.682373
	Iteration 60F: 3 clusters Score -2737096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2737112.250000 Penalty: 3252.682373
	Iteration 61Q: 3 clusters Score -2737112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2737136.750000 Penalty: 3252.682373
	Iteration 62Q: 3 clusters Score -2737137 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2737158.000000 Penalty: 3252.682373
	Iteration 63Q: 3 clusters Score -2737158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2737167.500000 Penalty: 3252.682373
	Iteration 64Q: 3 clusters Score -2737168 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2737189.500000 Penalty: 3252.682373
	Iteration 65Q: 3 clusters Score -2737190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2737206.500000 Penalty: 3252.682373
	Iteration 66Q: 3 clusters Score -2737206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2737225.500000 Penalty: 3252.682373
	Iteration 67Q: 3 clusters Score -2737226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2737246.250000 Penalty: 3252.682373
	Iteration 68Q: 3 clusters Score -2737246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2737259.250000 Penalty: 3252.682373
	Iteration 69Q: 3 clusters Score -2737259 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2737277.750000 Penalty: 3252.682373
	Iteration 70Q: 3 clusters Score -2737278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2737295.500000 Penalty: 3252.682373
	Iteration 71Q: 3 clusters Score -2737296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2737315.000000 Penalty: 3252.682373
	Iteration 72Q: 3 clusters Score -2737315 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2737334.750000 Penalty: 3252.682373
	Iteration 73Q: 3 clusters Score -2737335 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2737352.250000 Penalty: 3252.682373
	Iteration 74Q: 3 clusters Score -2737352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2737376.500000 Penalty: 3252.682373
	Iteration 75Q: 3 clusters Score -2737376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2737398.750000 Penalty: 3252.682373
	Iteration 76Q: 3 clusters Score -2737399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2737417.250000 Penalty: 3252.682373
	Iteration 77Q: 3 clusters Score -2737417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2737434.250000 Penalty: 3252.682373
	Iteration 78Q: 3 clusters Score -2737434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2737445.750000 Penalty: 3252.682373
	Iteration 79Q: 3 clusters Score -2737446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2737460.500000 Penalty: 3252.682373
	Iteration 80F: 3 clusters Score -2737460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2737474.750000 Penalty: 3252.682373
	Iteration 81Q: 3 clusters Score -2737475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2737482.500000 Penalty: 3252.682373
	Iteration 82Q: 3 clusters Score -2737482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2737497.250000 Penalty: 3252.682373
	Iteration 83Q: 3 clusters Score -2737497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2737510.250000 Penalty: 3252.682373
	Iteration 84Q: 3 clusters Score -2737510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2737518.000000 Penalty: 3252.682373
	Iteration 85Q: 3 clusters Score -2737518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2737523.000000 Penalty: 3252.682373
	Iteration 86Q: 3 clusters Score -2737523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2737535.250000 Penalty: 3252.682373
	Iteration 87Q: 3 clusters Score -2737535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2737544.500000 Penalty: 3252.682373
	Iteration 88Q: 3 clusters Score -2737544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2737551.500000 Penalty: 3252.682373
	Iteration 89Q: 3 clusters Score -2737552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2737560.250000 Penalty: 3252.682373
	Iteration 90Q: 3 clusters Score -2737560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2737563.250000 Penalty: 3252.682373
	Iteration 91Q: 3 clusters Score -2737563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2737569.250000 Penalty: 3252.682373
	Iteration 92Q: 3 clusters Score -2737569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2737571.750000 Penalty: 3252.682373
	Iteration 93Q: 3 clusters Score -2737572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2737571.500000 Penalty: 3252.682373
	Iteration 94Q: 3 clusters Score -2737572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2737579.000000 Penalty: 3252.682373
	Iteration 95Q: 3 clusters Score -2737579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2737589.500000 Penalty: 3252.682373
	Iteration 96Q: 3 clusters Score -2737590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2737591.500000 Penalty: 3252.682373
	Iteration 97Q: 3 clusters Score -2737592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2737596.250000 Penalty: 3252.682373
	Iteration 98Q: 3 clusters Score -2737596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2737594.250000 Penalty: 3252.682373
	Iteration 99Q: 3 clusters Score -2737594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2737599.250000 Penalty: 3252.682373
	Iteration 100F: 3 clusters Score -2737599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2737599.750000 Penalty: 3252.682373
	Iteration 101Q: 3 clusters Score -2737600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2737601.000000 Penalty: 3252.682373
	Iteration 102Q: 3 clusters Score -2737601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2737602.000000 Penalty: 3252.682373
	Iteration 103Q: 3 clusters Score -2737602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2737606.750000 Penalty: 3252.682373
	Iteration 104Q: 3 clusters Score -2737607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2737607.750000 Penalty: 3252.682373
	Iteration 105Q: 3 clusters Score -2737608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2737610.250000 Penalty: 3252.682373
	Iteration 106Q: 3 clusters Score -2737610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2737615.000000 Penalty: 3252.682373
	Iteration 107Q: 3 clusters Score -2737615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2737612.000000 Penalty: 3252.682373
	Iteration 108Q: 3 clusters Score -2737612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2737615.250000 Penalty: 3252.682373
	Iteration 109Q: 3 clusters Score -2737615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2737618.250000 Penalty: 3252.682373
	Iteration 110Q: 3 clusters Score -2737618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2737626.250000 Penalty: 3252.682373
	Iteration 111Q: 3 clusters Score -2737626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2737629.000000 Penalty: 3252.682373
	Iteration 112Q: 3 clusters Score -2737629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2737630.000000 Penalty: 3252.682373
	Iteration 113Q: 3 clusters Score -2737630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2737634.000000 Penalty: 3252.682373
	Iteration 114Q: 3 clusters Score -2737634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2737634.500000 Penalty: 3252.682373
	Iteration 115Q: 3 clusters Score -2737634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2737633.250000 Penalty: 3252.682373
	Iteration 116Q: 3 clusters Score -2737633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2737633.250000 Penalty: 3252.682373
	Iteration 117Q: 3 clusters Score -2737633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2737632.250000 Penalty: 3252.682373
	Iteration 118Q: 3 clusters Score -2737632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2737631.750000 Penalty: 3252.682373
	Iteration 119Q: 3 clusters Score -2737632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2737634.000000 Penalty: 3252.682373
	Iteration 120F: 3 clusters Score -2737634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Entering Unmasked Estep 
Score: -1408733.625000 Penalty: 1519.984131
	Iteration 0F: 2 clusters Score -1408734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1400468.625000 Penalty: 3039.968262
	Iteration 0F: 3 clusters Score -1400469 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1403159.375000 Penalty: 3039.968262
	Iteration 1F: 3 clusters Score -1403159 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1403412.750000 Penalty: 3039.968262
	Iteration 2F: 3 clusters Score -1403413 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1403626.875000 Penalty: 3039.968262
	Iteration 3Q: 3 clusters Score -1403627 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1403778.000000 Penalty: 3039.968262
	Iteration 4Q: 3 clusters Score -1403778 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1403878.875000 Penalty: 3039.968262
	Iteration 5Q: 3 clusters Score -1403879 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1403953.125000 Penalty: 3039.968262
	Iteration 6Q: 3 clusters Score -1403953 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1404022.625000 Penalty: 3039.968262
	Iteration 7Q: 3 clusters Score -1404023 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1404074.500000 Penalty: 3039.968262
	Iteration 8Q: 3 clusters Score -1404074 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1404134.250000 Penalty: 3039.968262
	Iteration 9Q: 3 clusters Score -1404134 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1404168.500000 Penalty: 3039.968262
	Iteration 10Q: 3 clusters Score -1404168 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1404211.375000 Penalty: 3039.968262
	Iteration 11Q: 3 clusters Score -1404211 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1404258.000000 Penalty: 3039.968262
	Iteration 12Q: 3 clusters Score -1404258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1404295.125000 Penalty: 3039.968262
	Iteration 13Q: 3 clusters Score -1404295 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1404345.375000 Penalty: 3039.968262
	Iteration 14Q: 3 clusters Score -1404345 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1404390.750000 Penalty: 3039.968262
	Iteration 15Q: 3 clusters Score -1404391 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1404427.625000 Penalty: 3039.968262
	Iteration 16Q: 3 clusters Score -1404428 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1404462.375000 Penalty: 3039.968262
	Iteration 17Q: 3 clusters Score -1404462 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1404511.375000 Penalty: 3039.968262
	Iteration 18Q: 3 clusters Score -1404511 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1404569.125000 Penalty: 3039.968262
	Iteration 19Q: 3 clusters Score -1404569 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1404649.125000 Penalty: 3039.968262
	Iteration 20F: 3 clusters Score -1404649 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1404732.875000 Penalty: 3039.968262
	Iteration 21Q: 3 clusters Score -1404733 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1404840.625000 Penalty: 3039.968262
	Iteration 22Q: 3 clusters Score -1404841 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1404984.625000 Penalty: 3039.968262
	Iteration 23Q: 3 clusters Score -1404985 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1405160.625000 Penalty: 3039.968262
	Iteration 24Q: 3 clusters Score -1405161 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1405361.000000 Penalty: 3039.968262
	Iteration 25Q: 3 clusters Score -1405361 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1405548.750000 Penalty: 3039.968262
	Iteration 26Q: 3 clusters Score -1405549 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1405708.500000 Penalty: 3039.968262
	Iteration 27Q: 3 clusters Score -1405708 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1405825.250000 Penalty: 3039.968262
	Iteration 28Q: 3 clusters Score -1405825 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1405914.875000 Penalty: 3039.968262
	Iteration 29Q: 3 clusters Score -1405915 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1405989.750000 Penalty: 3039.968262
	Iteration 30Q: 3 clusters Score -1405990 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1406051.750000 Penalty: 3039.968262
	Iteration 31Q: 3 clusters Score -1406052 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1406118.500000 Penalty: 3039.968262
	Iteration 32Q: 3 clusters Score -1406118 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1406194.875000 Penalty: 3039.968262
	Iteration 33Q: 3 clusters Score -1406195 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1406269.375000 Penalty: 3039.968262
	Iteration 34Q: 3 clusters Score -1406269 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1406332.500000 Penalty: 3039.968262
	Iteration 35Q: 3 clusters Score -1406332 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1406390.625000 Penalty: 3039.968262
	Iteration 36Q: 3 clusters Score -1406391 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1406461.250000 Penalty: 3039.968262
	Iteration 37Q: 3 clusters Score -1406461 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1406546.375000 Penalty: 3039.968262
	Iteration 38Q: 3 clusters Score -1406546 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1406637.125000 Penalty: 3039.968262
	Iteration 39Q: 3 clusters Score -1406637 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1406719.375000 Penalty: 3039.968262
	Iteration 40F: 3 clusters Score -1406719 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1406796.000000 Penalty: 3039.968262
	Iteration 41Q: 3 clusters Score -1406796 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1406872.875000 Penalty: 3039.968262
	Iteration 42Q: 3 clusters Score -1406873 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1406945.375000 Penalty: 3039.968262
	Iteration 43Q: 3 clusters Score -1406945 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1407027.750000 Penalty: 3039.968262
	Iteration 44Q: 3 clusters Score -1407028 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1407102.500000 Penalty: 3039.968262
	Iteration 45Q: 3 clusters Score -1407102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1407174.500000 Penalty: 3039.968262
	Iteration 46Q: 3 clusters Score -1407174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1407219.375000 Penalty: 3039.968262
	Iteration 47Q: 3 clusters Score -1407219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1407246.875000 Penalty: 3039.968262
	Iteration 48Q: 3 clusters Score -1407247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1407280.750000 Penalty: 3039.968262
	Iteration 49Q: 3 clusters Score -1407281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1407305.250000 Penalty: 3039.968262
	Iteration 50Q: 3 clusters Score -1407305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1407329.500000 Penalty: 3039.968262
	Iteration 51Q: 3 clusters Score -1407330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1407346.125000 Penalty: 3039.968262
	Iteration 52Q: 3 clusters Score -1407346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1407362.875000 Penalty: 3039.968262
	Iteration 53Q: 3 clusters Score -1407363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1407367.375000 Penalty: 3039.968262
	Iteration 54Q: 3 clusters Score -1407367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1407379.625000 Penalty: 3039.968262
	Iteration 55Q: 3 clusters Score -1407380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1407393.000000 Penalty: 3039.968262
	Iteration 56Q: 3 clusters Score -1407393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1407405.000000 Penalty: 3039.968262
	Iteration 57Q: 3 clusters Score -1407405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1407415.250000 Penalty: 3039.968262
	Iteration 58Q: 3 clusters Score -1407415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1407428.750000 Penalty: 3039.968262
	Iteration 59Q: 3 clusters Score -1407429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1407431.250000 Penalty: 3039.968262
	Iteration 60F: 3 clusters Score -1407431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1407437.250000 Penalty: 3039.968262
	Iteration 61Q: 3 clusters Score -1407437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1407443.625000 Penalty: 3039.968262
	Iteration 62Q: 3 clusters Score -1407444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1407451.750000 Penalty: 3039.968262
	Iteration 63Q: 3 clusters Score -1407452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1407454.000000 Penalty: 3039.968262
	Iteration 64Q: 3 clusters Score -1407454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1407458.000000 Penalty: 3039.968262
	Iteration 65Q: 3 clusters Score -1407458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1407463.625000 Penalty: 3039.968262
	Iteration 66Q: 3 clusters Score -1407464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1407470.750000 Penalty: 3039.968262
	Iteration 67Q: 3 clusters Score -1407471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1407471.125000 Penalty: 3039.968262
	Iteration 68Q: 3 clusters Score -1407471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1407470.750000 Penalty: 3039.968262
	Iteration 69Q: 3 clusters Score -1407471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1407472.250000 Penalty: 3039.968262
	Iteration 70Q: 3 clusters Score -1407472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1407474.375000 Penalty: 3039.968262
	Iteration 71Q: 3 clusters Score -1407474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1407474.375000 Penalty: 3039.968262
	Iteration 72F: 3 clusters Score -1407474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -157514.125000 Penalty: 1172.834595
	Iteration 0F: 2 clusters Score -157514.1 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 687 members 
Entering Unmasked Estep 
Score: -155834.484375 Penalty: 2345.669189
	Iteration 0F: 3 clusters Score -155834.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -156093.890625 Penalty: 2345.669189
	Iteration 1F: 3 clusters Score -156093.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -156172.296875 Penalty: 2345.669189
	Iteration 2F: 3 clusters Score -156172.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -156221.531250 Penalty: 2345.669189
	Iteration 3Q: 3 clusters Score -156221.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -156252.000000 Penalty: 2345.669189
	Iteration 4Q: 3 clusters Score -156252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -156271.296875 Penalty: 2345.669189
	Iteration 5Q: 3 clusters Score -156271.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -156287.625000 Penalty: 2345.669189
	Iteration 6Q: 3 clusters Score -156287.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -156305.781250 Penalty: 2345.669189
	Iteration 7Q: 3 clusters Score -156305.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -156319.015625 Penalty: 2345.669189
	Iteration 8Q: 3 clusters Score -156319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -156326.937500 Penalty: 2345.669189
	Iteration 9Q: 3 clusters Score -156326.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -156330.671875 Penalty: 2345.669189
	Iteration 10Q: 3 clusters Score -156330.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -156334.500000 Penalty: 2345.669189
	Iteration 11Q: 3 clusters Score -156334.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -156336.890625 Penalty: 2345.669189
	Iteration 12Q: 3 clusters Score -156336.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -156340.468750 Penalty: 2345.669189
	Iteration 13Q: 3 clusters Score -156340.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -156344.265625 Penalty: 2345.669189
	Iteration 14Q: 3 clusters Score -156344.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -156350.796875 Penalty: 2345.669189
	Iteration 15Q: 3 clusters Score -156350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -156357.109375 Penalty: 2345.669189
	Iteration 16Q: 3 clusters Score -156357.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -156364.875000 Penalty: 2345.669189
	Iteration 17Q: 3 clusters Score -156364.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -156374.890625 Penalty: 2345.669189
	Iteration 18Q: 3 clusters Score -156374.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -156389.890625 Penalty: 2345.669189
	Iteration 19Q: 3 clusters Score -156389.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -156397.671875 Penalty: 2345.669189
	Iteration 20F: 3 clusters Score -156397.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -156404.812500 Penalty: 2345.669189
	Iteration 21Q: 3 clusters Score -156404.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -156411.062500 Penalty: 2345.669189
	Iteration 22Q: 3 clusters Score -156411.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -156414.953125 Penalty: 2345.669189
	Iteration 23Q: 3 clusters Score -156415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -156420.640625 Penalty: 2345.669189
	Iteration 24Q: 3 clusters Score -156420.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -156427.078125 Penalty: 2345.669189
	Iteration 25Q: 3 clusters Score -156427.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -156434.031250 Penalty: 2345.669189
	Iteration 26Q: 3 clusters Score -156434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -156437.953125 Penalty: 2345.669189
	Iteration 27Q: 3 clusters Score -156438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -156442.609375 Penalty: 2345.669189
	Iteration 28Q: 3 clusters Score -156442.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -156448.250000 Penalty: 2345.669189
	Iteration 29Q: 3 clusters Score -156448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -156454.500000 Penalty: 2345.669189
	Iteration 30Q: 3 clusters Score -156454.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -156460.140625 Penalty: 2345.669189
	Iteration 31Q: 3 clusters Score -156460.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -156469.875000 Penalty: 2345.669189
	Iteration 32Q: 3 clusters Score -156469.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -156480.953125 Penalty: 2345.669189
	Iteration 33Q: 3 clusters Score -156481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -156490.437500 Penalty: 2345.669189
	Iteration 34Q: 3 clusters Score -156490.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -156498.687500 Penalty: 2345.669189
	Iteration 35Q: 3 clusters Score -156498.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -156504.734375 Penalty: 2345.669189
	Iteration 36Q: 3 clusters Score -156504.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -156510.718750 Penalty: 2345.669189
	Iteration 37Q: 3 clusters Score -156510.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -156516.093750 Penalty: 2345.669189
	Iteration 38Q: 3 clusters Score -156516.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -156520.906250 Penalty: 2345.669189
	Iteration 39Q: 3 clusters Score -156520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -156525.968750 Penalty: 2345.669189
	Iteration 40F: 3 clusters Score -156526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -156529.328125 Penalty: 2345.669189
	Iteration 41Q: 3 clusters Score -156529.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -156532.734375 Penalty: 2345.669189
	Iteration 42Q: 3 clusters Score -156532.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -156540.765625 Penalty: 2345.669189
	Iteration 43Q: 3 clusters Score -156540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -156543.250000 Penalty: 2345.669189
	Iteration 44Q: 3 clusters Score -156543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -156545.140625 Penalty: 2345.669189
	Iteration 45Q: 3 clusters Score -156545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -156554.468750 Penalty: 2345.669189
	Iteration 46Q: 3 clusters Score -156554.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -156555.296875 Penalty: 2345.669189
	Iteration 47Q: 3 clusters Score -156555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -156556.359375 Penalty: 2345.669189
	Iteration 48Q: 3 clusters Score -156556.4 nChanged 1
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: -156556.703125 Penalty: 2345.669189
	Iteration 49Q: 3 clusters Score -156556.7 nChanged 0
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: -156556.703125 Penalty: 2345.669189
	Iteration 50F: 3 clusters Score -156556.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Entering Unmasked Estep 
Score: -3246407.000000 Penalty: 1652.113281
	Iteration 0F: 2 clusters Score -3246407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3229733.500000 Penalty: 3304.226562
	Iteration 0F: 3 clusters Score -3229734 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3236240.500000 Penalty: 3304.226562
	Iteration 1F: 3 clusters Score -3236240 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3236650.000000 Penalty: 3304.226562
	Iteration 2Q: 3 clusters Score -3236650 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3237054.750000 Penalty: 3304.226562
	Iteration 3Q: 3 clusters Score -3237055 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3237500.000000 Penalty: 3304.226562
	Iteration 4Q: 3 clusters Score -3237500 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3238113.750000 Penalty: 3304.226562
	Iteration 5F: 3 clusters Score -3238114 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3238982.250000 Penalty: 3304.226562
	Iteration 6F: 3 clusters Score -3238982 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3240441.750000 Penalty: 3304.226562
	Iteration 7F: 3 clusters Score -3240442 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3242317.250000 Penalty: 3304.226562
	Iteration 8F: 3 clusters Score -3242317 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3243724.250000 Penalty: 3304.226562
	Iteration 9F: 3 clusters Score -3243724 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3244396.750000 Penalty: 3304.226562
	Iteration 10Q: 3 clusters Score -3244397 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3244687.250000 Penalty: 3304.226562
	Iteration 11Q: 3 clusters Score -3244687 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3244864.750000 Penalty: 3304.226562
	Iteration 12Q: 3 clusters Score -3244865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3244921.750000 Penalty: 3304.226562
	Iteration 13Q: 3 clusters Score -3244922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3244963.000000 Penalty: 3304.226562
	Iteration 14Q: 3 clusters Score -3244963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3244999.000000 Penalty: 3304.226562
	Iteration 15Q: 3 clusters Score -3244999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3245010.500000 Penalty: 3304.226562
	Iteration 16Q: 3 clusters Score -3245010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3245014.750000 Penalty: 3304.226562
	Iteration 17Q: 3 clusters Score -3245015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3245027.750000 Penalty: 3304.226562
	Iteration 18Q: 3 clusters Score -3245028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3245032.750000 Penalty: 3304.226562
	Iteration 19Q: 3 clusters Score -3245033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3245040.000000 Penalty: 3304.226562
	Iteration 20F: 3 clusters Score -3245040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3245047.500000 Penalty: 3304.226562
	Iteration 21Q: 3 clusters Score -3245048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3245048.500000 Penalty: 3304.226562
	Iteration 22Q: 3 clusters Score -3245048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3245054.250000 Penalty: 3304.226562
	Iteration 23Q: 3 clusters Score -3245054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3245065.000000 Penalty: 3304.226562
	Iteration 24Q: 3 clusters Score -3245065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3245062.500000 Penalty: 3304.226562
	Iteration 25Q: 3 clusters Score -3245062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3245069.750000 Penalty: 3304.226562
	Iteration 26Q: 3 clusters Score -3245070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3245069.750000 Penalty: 3304.226562
	Iteration 27F: 3 clusters Score -3245070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -275646.687500 Penalty: 1256.794678
	Iteration 0F: 2 clusters Score -275646.7 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 1142 members 
Entering Unmasked Estep 
Score: -273365.593750 Penalty: 2513.589355
	Iteration 0F: 3 clusters Score -273365.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -273860.500000 Penalty: 2513.589355
	Iteration 1F: 3 clusters Score -273860.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -273960.125000 Penalty: 2513.589355
	Iteration 2F: 3 clusters Score -273960.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -274029.875000 Penalty: 2513.589355
	Iteration 3Q: 3 clusters Score -274029.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -274080.843750 Penalty: 2513.589355
	Iteration 4Q: 3 clusters Score -274080.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -274104.187500 Penalty: 2513.589355
	Iteration 5Q: 3 clusters Score -274104.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -274119.468750 Penalty: 2513.589355
	Iteration 6Q: 3 clusters Score -274119.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -274129.218750 Penalty: 2513.589355
	Iteration 7Q: 3 clusters Score -274129.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -274137.375000 Penalty: 2513.589355
	Iteration 8Q: 3 clusters Score -274137.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -274141.906250 Penalty: 2513.589355
	Iteration 9Q: 3 clusters Score -274141.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -274147.218750 Penalty: 2513.589355
	Iteration 10Q: 3 clusters Score -274147.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -274155.125000 Penalty: 2513.589355
	Iteration 11Q: 3 clusters Score -274155.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -274160.687500 Penalty: 2513.589355
	Iteration 12Q: 3 clusters Score -274160.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -274168.312500 Penalty: 2513.589355
	Iteration 13Q: 3 clusters Score -274168.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -274173.812500 Penalty: 2513.589355
	Iteration 14Q: 3 clusters Score -274173.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -274178.250000 Penalty: 2513.589355
	Iteration 15Q: 3 clusters Score -274178.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -274183.281250 Penalty: 2513.589355
	Iteration 16Q: 3 clusters Score -274183.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -274185.093750 Penalty: 2513.589355
	Iteration 17Q: 3 clusters Score -274185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -274187.343750 Penalty: 2513.589355
	Iteration 18Q: 3 clusters Score -274187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -274189.750000 Penalty: 2513.589355
	Iteration 19Q: 3 clusters Score -274189.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -274193.531250 Penalty: 2513.589355
	Iteration 20F: 3 clusters Score -274193.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -274195.968750 Penalty: 2513.589355
	Iteration 21Q: 3 clusters Score -274196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -274200.312500 Penalty: 2513.589355
	Iteration 22Q: 3 clusters Score -274200.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -274204.593750 Penalty: 2513.589355
	Iteration 23Q: 3 clusters Score -274204.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -274207.968750 Penalty: 2513.589355
	Iteration 24Q: 3 clusters Score -274208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -274209.937500 Penalty: 2513.589355
	Iteration 25Q: 3 clusters Score -274209.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -274212.531250 Penalty: 2513.589355
	Iteration 26Q: 3 clusters Score -274212.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -274213.562500 Penalty: 2513.589355
	Iteration 27Q: 3 clusters Score -274213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -274215.187500 Penalty: 2513.589355
	Iteration 28Q: 3 clusters Score -274215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -274216.500000 Penalty: 2513.589355
	Iteration 29Q: 3 clusters Score -274216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -274217.437500 Penalty: 2513.589355
	Iteration 30Q: 3 clusters Score -274217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -274219.656250 Penalty: 2513.589355
	Iteration 31Q: 3 clusters Score -274219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -274220.375000 Penalty: 2513.589355
	Iteration 32Q: 3 clusters Score -274220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -274220.312500 Penalty: 2513.589355
	Iteration 33Q: 3 clusters Score -274220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -274220.375000 Penalty: 2513.589355
	Iteration 34Q: 3 clusters Score -274220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -274220.375000 Penalty: 2513.589355
	Iteration 35F: 3 clusters Score -274220.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Entering Unmasked Estep 
Score: -3975380.250000 Penalty: 1689.362671
	Iteration 0F: 2 clusters Score -3975380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3954851.000000 Penalty: 3378.725342
	Iteration 0F: 3 clusters Score -3954851 nChanged 14916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3963105.750000 Penalty: 3378.725342
	Iteration 1F: 3 clusters Score -3963106 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3963548.500000 Penalty: 3378.725342
	Iteration 2Q: 3 clusters Score -3963548 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3964059.000000 Penalty: 3378.725342
	Iteration 3Q: 3 clusters Score -3964059 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3964682.750000 Penalty: 3378.725342
	Iteration 4Q: 3 clusters Score -3964683 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3965597.000000 Penalty: 3378.725342
	Iteration 5F: 3 clusters Score -3965597 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3966923.000000 Penalty: 3378.725342
	Iteration 6F: 3 clusters Score -3966923 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3968434.000000 Penalty: 3378.725342
	Iteration 7F: 3 clusters Score -3968434 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3969799.750000 Penalty: 3378.725342
	Iteration 8F: 3 clusters Score -3969800 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3970710.000000 Penalty: 3378.725342
	Iteration 9Q: 3 clusters Score -3970710 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3971242.500000 Penalty: 3378.725342
	Iteration 10Q: 3 clusters Score -3971242 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3971557.500000 Penalty: 3378.725342
	Iteration 11Q: 3 clusters Score -3971558 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3971809.750000 Penalty: 3378.725342
	Iteration 12Q: 3 clusters Score -3971810 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3972003.500000 Penalty: 3378.725342
	Iteration 13Q: 3 clusters Score -3972004 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3972232.000000 Penalty: 3378.725342
	Iteration 14Q: 3 clusters Score -3972232 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -3972486.000000 Penalty: 3378.725342
	Iteration 15Q: 3 clusters Score -3972486 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3972773.500000 Penalty: 3378.725342
	Iteration 16Q: 3 clusters Score -3972774 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3972999.250000 Penalty: 3378.725342
	Iteration 17Q: 3 clusters Score -3972999 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3973230.000000 Penalty: 3378.725342
	Iteration 18Q: 3 clusters Score -3973230 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3973392.000000 Penalty: 3378.725342
	Iteration 19Q: 3 clusters Score -3973392 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3973536.750000 Penalty: 3378.725342
	Iteration 20F: 3 clusters Score -3973537 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3973656.750000 Penalty: 3378.725342
	Iteration 21Q: 3 clusters Score -3973657 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3973720.500000 Penalty: 3378.725342
	Iteration 22Q: 3 clusters Score -3973720 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3973768.750000 Penalty: 3378.725342
	Iteration 23Q: 3 clusters Score -3973769 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3973803.000000 Penalty: 3378.725342
	Iteration 24Q: 3 clusters Score -3973803 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3973824.250000 Penalty: 3378.725342
	Iteration 25Q: 3 clusters Score -3973824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3973856.750000 Penalty: 3378.725342
	Iteration 26Q: 3 clusters Score -3973857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3973864.000000 Penalty: 3378.725342
	Iteration 27Q: 3 clusters Score -3973864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3973883.000000 Penalty: 3378.725342
	Iteration 28Q: 3 clusters Score -3973883 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3973895.000000 Penalty: 3378.725342
	Iteration 29Q: 3 clusters Score -3973895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3973926.750000 Penalty: 3378.725342
	Iteration 30Q: 3 clusters Score -3973927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3973964.750000 Penalty: 3378.725342
	Iteration 31Q: 3 clusters Score -3973965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3973993.250000 Penalty: 3378.725342
	Iteration 32Q: 3 clusters Score -3973993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3974031.750000 Penalty: 3378.725342
	Iteration 33Q: 3 clusters Score -3974032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3974059.500000 Penalty: 3378.725342
	Iteration 34Q: 3 clusters Score -3974060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3974088.500000 Penalty: 3378.725342
	Iteration 35Q: 3 clusters Score -3974088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3974099.250000 Penalty: 3378.725342
	Iteration 36Q: 3 clusters Score -3974099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3974105.250000 Penalty: 3378.725342
	Iteration 37Q: 3 clusters Score -3974105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3974115.500000 Penalty: 3378.725342
	Iteration 38Q: 3 clusters Score -3974116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3974121.250000 Penalty: 3378.725342
	Iteration 39Q: 3 clusters Score -3974121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3974128.000000 Penalty: 3378.725342
	Iteration 40F: 3 clusters Score -3974128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3974129.750000 Penalty: 3378.725342
	Iteration 41Q: 3 clusters Score -3974130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3974131.000000 Penalty: 3378.725342
	Iteration 42Q: 3 clusters Score -3974131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3974137.000000 Penalty: 3378.725342
	Iteration 43Q: 3 clusters Score -3974137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3974136.750000 Penalty: 3378.725342
	Iteration 44Q: 3 clusters Score -3974137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3974140.500000 Penalty: 3378.725342
	Iteration 45Q: 3 clusters Score -3974140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3974145.250000 Penalty: 3378.725342
	Iteration 46Q: 3 clusters Score -3974145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3974157.250000 Penalty: 3378.725342
	Iteration 47Q: 3 clusters Score -3974157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3974158.750000 Penalty: 3378.725342
	Iteration 48Q: 3 clusters Score -3974159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3974173.000000 Penalty: 3378.725342
	Iteration 49Q: 3 clusters Score -3974173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3974178.250000 Penalty: 3378.725342
	Iteration 50Q: 3 clusters Score -3974178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3974182.250000 Penalty: 3378.725342
	Iteration 51Q: 3 clusters Score -3974182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3974186.000000 Penalty: 3378.725342
	Iteration 52Q: 3 clusters Score -3974186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3974185.000000 Penalty: 3378.725342
	Iteration 53Q: 3 clusters Score -3974185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3974185.750000 Penalty: 3378.725342
	Iteration 54Q: 3 clusters Score -3974186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3974186.250000 Penalty: 3378.725342
	Iteration 55Q: 3 clusters Score -3974186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3974187.500000 Penalty: 3378.725342
	Iteration 56Q: 3 clusters Score -3974188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3974190.750000 Penalty: 3378.725342
	Iteration 57Q: 3 clusters Score -3974191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3974192.750000 Penalty: 3378.725342
	Iteration 58Q: 3 clusters Score -3974193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3974192.250000 Penalty: 3378.725342
	Iteration 59Q: 3 clusters Score -3974192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3974195.250000 Penalty: 3378.725342
	Iteration 60F: 3 clusters Score -3974195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3974194.500000 Penalty: 3378.725342
	Iteration 61Q: 3 clusters Score -3974194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3974195.250000 Penalty: 3378.725342
	Iteration 62Q: 3 clusters Score -3974195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3974194.250000 Penalty: 3378.725342
	Iteration 63Q: 3 clusters Score -3974194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3974201.250000 Penalty: 3378.725342
	Iteration 64Q: 3 clusters Score -3974201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3974202.500000 Penalty: 3378.725342
	Iteration 65Q: 3 clusters Score -3974202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3974201.000000 Penalty: 3378.725342
	Iteration 66Q: 3 clusters Score -3974201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3974195.750000 Penalty: 3378.725342
	Iteration 67Q: 3 clusters Score -3974196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3974205.000000 Penalty: 3378.725342
	Iteration 68Q: 3 clusters Score -3974205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3974209.500000 Penalty: 3378.725342
	Iteration 69Q: 3 clusters Score -3974210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3974210.500000 Penalty: 3378.725342
	Iteration 70Q: 3 clusters Score -3974210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3974212.250000 Penalty: 3378.725342
	Iteration 71Q: 3 clusters Score -3974212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3974208.500000 Penalty: 3378.725342
	Iteration 72Q: 3 clusters Score -3974208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3974210.000000 Penalty: 3378.725342
	Iteration 73Q: 3 clusters Score -3974210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3974206.000000 Penalty: 3378.725342
	Iteration 74Q: 3 clusters Score -3974206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3974209.000000 Penalty: 3378.725342
	Iteration 75Q: 3 clusters Score -3974209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3974205.500000 Penalty: 3378.725342
	Iteration 76Q: 3 clusters Score -3974206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3974207.250000 Penalty: 3378.725342
	Iteration 77Q: 3 clusters Score -3974207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3974207.750000 Penalty: 3378.725342
	Iteration 78Q: 3 clusters Score -3974208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3974210.250000 Penalty: 3378.725342
	Iteration 79Q: 3 clusters Score -3974210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3974210.250000 Penalty: 3378.725342
	Iteration 80F: 3 clusters Score -3974210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Entering Unmasked Estep 
Score: -4610931.500000 Penalty: 1712.949463
	Iteration 0F: 2 clusters Score -4610932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4587207.500000 Penalty: 3425.898926
	Iteration 0F: 3 clusters Score -4587208 nChanged 17626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -4597065.500000 Penalty: 3425.898926
	Iteration 1F: 3 clusters Score -4597066 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -4597473.000000 Penalty: 3425.898926
	Iteration 2Q: 3 clusters Score -4597473 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -4597916.000000 Penalty: 3425.898926
	Iteration 3Q: 3 clusters Score -4597916 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -4598442.500000 Penalty: 3425.898926
	Iteration 4Q: 3 clusters Score -4598442 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4599067.000000 Penalty: 3425.898926
	Iteration 5Q: 3 clusters Score -4599067 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -4599980.000000 Penalty: 3425.898926
	Iteration 6Q: 3 clusters Score -4599980 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -4601186.000000 Penalty: 3425.898926
	Iteration 7F: 3 clusters Score -4601186 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -4602614.500000 Penalty: 3425.898926
	Iteration 8F: 3 clusters Score -4602614 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -4604128.000000 Penalty: 3425.898926
	Iteration 9F: 3 clusters Score -4604128 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -4605238.500000 Penalty: 3425.898926
	Iteration 10F: 3 clusters Score -4605238 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -4605746.000000 Penalty: 3425.898926
	Iteration 11Q: 3 clusters Score -4605746 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -4605922.500000 Penalty: 3425.898926
	Iteration 12Q: 3 clusters Score -4605922 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -4606021.500000 Penalty: 3425.898926
	Iteration 13Q: 3 clusters Score -4606022 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -4606093.500000 Penalty: 3425.898926
	Iteration 14Q: 3 clusters Score -4606094 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -4606146.000000 Penalty: 3425.898926
	Iteration 15Q: 3 clusters Score -4606146 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -4606205.500000 Penalty: 3425.898926
	Iteration 16Q: 3 clusters Score -4606206 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -4606289.500000 Penalty: 3425.898926
	Iteration 17Q: 3 clusters Score -4606290 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -4606371.000000 Penalty: 3425.898926
	Iteration 18Q: 3 clusters Score -4606371 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -4606441.500000 Penalty: 3425.898926
	Iteration 19Q: 3 clusters Score -4606442 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -4606494.500000 Penalty: 3425.898926
	Iteration 20F: 3 clusters Score -4606494 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -4606548.000000 Penalty: 3425.898926
	Iteration 21Q: 3 clusters Score -4606548 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -4606591.500000 Penalty: 3425.898926
	Iteration 22Q: 3 clusters Score -4606592 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -4606648.000000 Penalty: 3425.898926
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4607003 nChanged 309
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Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4607042 nChanged 261
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Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4607101 nChanged 242
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Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4607152 nChanged 258
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Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4607273 nChanged 213
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Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4607312 nChanged 171
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Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 27837 members 
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	Iteration 34Q: 3 clusters Score -4607359 nChanged 148
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Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4607396 nChanged 134
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Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4607476 nChanged 89
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Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4607505 nChanged 78
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Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 28525 members 
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Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 28799 members 
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Mstep: Class 1 contains 8982 members 
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	Iteration 48Q: 3 clusters Score -4607561 nChanged 54
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Mstep: Class 1 contains 8930 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 28968 members 
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	Iteration 50Q: 3 clusters Score -4607565 nChanged 63
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Mstep: Class 1 contains 8819 members 
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Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 29067 members 
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Mstep: Class 1 contains 8730 members 
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Mstep: Class 1 contains 8683 members 
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Mstep: Class 1 contains 8647 members 
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Mstep: Class 1 contains 8607 members 
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	Iteration 59Q: 3 clusters Score -4607598 nChanged 54
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Mstep: Class 1 contains 8417 members 
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	Iteration 60F: 3 clusters Score -4607596 nChanged 54
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Mstep: Class 1 contains 8367 members 
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	Iteration 61Q: 3 clusters Score -4607592 nChanged 64
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	Iteration 62Q: 3 clusters Score -4607602 nChanged 56
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Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 29585 members 
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Mstep: Class 1 contains 8214 members 
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Mstep: Class 1 contains 8168 members 
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Mstep: Class 1 contains 8129 members 
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	Iteration 66Q: 3 clusters Score -4607610 nChanged 44
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Mstep: Class 1 contains 8087 members 
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	Iteration 68Q: 3 clusters Score -4607604 nChanged 31
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Mstep: Class 1 contains 8026 members 
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	Iteration 69Q: 3 clusters Score -4607608 nChanged 32
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Mstep: Class 1 contains 7994 members 
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	Iteration 70Q: 3 clusters Score -4607603 nChanged 34
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Mstep: Class 1 contains 7964 members 
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	Iteration 71Q: 3 clusters Score -4607606 nChanged 38
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Mstep: Class 1 contains 7928 members 
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	Iteration 72Q: 3 clusters Score -4607616 nChanged 38
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Mstep: Class 1 contains 7890 members 
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	Iteration 73Q: 3 clusters Score -4607620 nChanged 39
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	Iteration 74Q: 3 clusters Score -4607629 nChanged 21
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Mstep: Class 1 contains 7832 members 
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	Iteration 75Q: 3 clusters Score -4607633 nChanged 28
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Mstep: Class 1 contains 7804 members 
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	Iteration 76Q: 3 clusters Score -4607638 nChanged 30
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	Iteration 78Q: 3 clusters Score -4607633 nChanged 30
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Mstep: Class 1 contains 7720 members 
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	Iteration 79Q: 3 clusters Score -4607632 nChanged 25
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Mstep: Class 1 contains 7695 members 
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	Iteration 80F: 3 clusters Score -4607635 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7670 members 
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	Iteration 81Q: 3 clusters Score -4607647 nChanged 17
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Mstep: Class 1 contains 7653 members 
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	Iteration 82Q: 3 clusters Score -4607642 nChanged 26
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Mstep: Class 1 contains 7627 members 
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	Iteration 83Q: 3 clusters Score -4607652 nChanged 40
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Mstep: Class 1 contains 7589 members 
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	Iteration 84Q: 3 clusters Score -4607648 nChanged 36
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	Iteration 85Q: 3 clusters Score -4607650 nChanged 46
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Mstep: Class 1 contains 7511 members 
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	Iteration 86Q: 3 clusters Score -4607656 nChanged 41
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Mstep: Class 1 contains 7472 members 
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	Iteration 87Q: 3 clusters Score -4607646 nChanged 50
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Mstep: Class 1 contains 7426 members 
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	Iteration 88Q: 3 clusters Score -4607638 nChanged 34
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	Iteration 89Q: 3 clusters Score -4607625 nChanged 24
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	Iteration 90Q: 3 clusters Score -4607626 nChanged 21
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	Iteration 91Q: 3 clusters Score -4607632 nChanged 26
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	Iteration 92Q: 3 clusters Score -4607631 nChanged 28
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	Iteration 93Q: 3 clusters Score -4607624 nChanged 31
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	Iteration 94Q: 3 clusters Score -4607619 nChanged 26
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Mstep: Class 1 contains 7250 members 
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	Iteration 95Q: 3 clusters Score -4607616 nChanged 24
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	Iteration 96Q: 3 clusters Score -4607606 nChanged 21
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	Iteration 97Q: 3 clusters Score -4607602 nChanged 13
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	Iteration 98Q: 3 clusters Score -4607598 nChanged 20
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Mstep: Class 1 contains 7172 members 
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	Iteration 99Q: 3 clusters Score -4607602 nChanged 24
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	Iteration 100F: 3 clusters Score -4607598 nChanged 20
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Mstep: Class 1 contains 7130 members 
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	Iteration 101Q: 3 clusters Score -4607610 nChanged 27
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	Iteration 102Q: 3 clusters Score -4607610 nChanged 22
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	Iteration 103Q: 3 clusters Score -4607614 nChanged 21
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	Iteration 104Q: 3 clusters Score -4607620 nChanged 22
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	Iteration 105Q: 3 clusters Score -4607628 nChanged 21
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	Iteration 106Q: 3 clusters Score -4607626 nChanged 21
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4607615 nChanged 20
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Mstep: Class 1 contains 6976 members 
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	Iteration 108Q: 3 clusters Score -4607614 nChanged 23
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Mstep: Class 1 contains 6953 members 
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	Iteration 109Q: 3 clusters Score -4607606 nChanged 16
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	Iteration 110Q: 3 clusters Score -4607612 nChanged 22
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	Iteration 111Q: 3 clusters Score -4607600 nChanged 23
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	Iteration 112Q: 3 clusters Score -4607600 nChanged 22
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	Iteration 113Q: 3 clusters Score -4607594 nChanged 17
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	Iteration 114Q: 3 clusters Score -4607600 nChanged 18
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	Iteration 115Q: 3 clusters Score -4607604 nChanged 16
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4607596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4607600.500000 Penalty: 3425.898926
	Iteration 117Q: 3 clusters Score -4607600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4607602.000000 Penalty: 3425.898926
	Iteration 118Q: 3 clusters Score -4607602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -4607609.000000 Penalty: 3425.898926
	Iteration 119Q: 3 clusters Score -4607609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4607611.000000 Penalty: 3425.898926
	Iteration 120F: 3 clusters Score -4607611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -4607604.500000 Penalty: 3425.898926
	Iteration 121Q: 3 clusters Score -4607604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -4607601.500000 Penalty: 3425.898926
	Iteration 122Q: 3 clusters Score -4607602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4607615.000000 Penalty: 3425.898926
	Iteration 123Q: 3 clusters Score -4607615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -4607610.500000 Penalty: 3425.898926
	Iteration 124Q: 3 clusters Score -4607610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -4607609.000000 Penalty: 3425.898926
	Iteration 125Q: 3 clusters Score -4607609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -4607606.000000 Penalty: 3425.898926
	Iteration 126Q: 3 clusters Score -4607606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -4607603.000000 Penalty: 3425.898926
	Iteration 127Q: 3 clusters Score -4607603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4607600.500000 Penalty: 3425.898926
	Iteration 128Q: 3 clusters Score -4607600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -4607603.000000 Penalty: 3425.898926
	Iteration 129Q: 3 clusters Score -4607603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -4607606.000000 Penalty: 3425.898926
	Iteration 130Q: 3 clusters Score -4607606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -4607607.500000 Penalty: 3425.898926
	Iteration 131Q: 3 clusters Score -4607608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -4607607.500000 Penalty: 3425.898926
	Iteration 132Q: 3 clusters Score -4607608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4607605.000000 Penalty: 3425.898926
	Iteration 133Q: 3 clusters Score -4607605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4607603.000000 Penalty: 3425.898926
	Iteration 134Q: 3 clusters Score -4607603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -4607608.500000 Penalty: 3425.898926
	Iteration 135Q: 3 clusters Score -4607608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -4607602.500000 Penalty: 3425.898926
	Iteration 136Q: 3 clusters Score -4607602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4607599.500000 Penalty: 3425.898926
	Iteration 137Q: 3 clusters Score -4607600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4607603.500000 Penalty: 3425.898926
	Iteration 138Q: 3 clusters Score -4607604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -4607608.500000 Penalty: 3425.898926
	Iteration 139Q: 3 clusters Score -4607608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4607606.500000 Penalty: 3425.898926
	Iteration 140F: 3 clusters Score -4607606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4607607.500000 Penalty: 3425.898926
	Iteration 141Q: 3 clusters Score -4607608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -4607603.500000 Penalty: 3425.898926
	Iteration 142Q: 3 clusters Score -4607604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -4607604.500000 Penalty: 3425.898926
	Iteration 143Q: 3 clusters Score -4607604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4607606.000000 Penalty: 3425.898926
	Iteration 144Q: 3 clusters Score -4607606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4607601.500000 Penalty: 3425.898926
	Iteration 145Q: 3 clusters Score -4607602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -4607614.000000 Penalty: 3425.898926
	Iteration 146Q: 3 clusters Score -4607614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -4607614.500000 Penalty: 3425.898926
	Iteration 147Q: 3 clusters Score -4607614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4607618.000000 Penalty: 3425.898926
	Iteration 148Q: 3 clusters Score -4607618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4607623.500000 Penalty: 3425.898926
	Iteration 149Q: 3 clusters Score -4607624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4607630.000000 Penalty: 3425.898926
	Iteration 150Q: 3 clusters Score -4607630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -4607619.500000 Penalty: 3425.898926
	Iteration 151Q: 3 clusters Score -4607620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -4607625.000000 Penalty: 3425.898926
	Iteration 152Q: 3 clusters Score -4607625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -4607623.500000 Penalty: 3425.898926
	Iteration 153Q: 3 clusters Score -4607624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4607627.000000 Penalty: 3425.898926
	Iteration 154Q: 3 clusters Score -4607627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4607634.000000 Penalty: 3425.898926
	Iteration 155Q: 3 clusters Score -4607634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4607628.000000 Penalty: 3425.898926
	Iteration 156Q: 3 clusters Score -4607628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4607629.000000 Penalty: 3425.898926
	Iteration 157Q: 3 clusters Score -4607629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4607634.500000 Penalty: 3425.898926
	Iteration 158Q: 3 clusters Score -4607634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4607636.000000 Penalty: 3425.898926
	Iteration 159Q: 3 clusters Score -4607636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4607636.000000 Penalty: 3425.898926
	Iteration 160F: 3 clusters Score -4607636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4607636.000000 Penalty: 3425.898926
	Iteration 161Q: 3 clusters Score -4607636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4607630.000000 Penalty: 3425.898926
	Iteration 162Q: 3 clusters Score -4607630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4607631.500000 Penalty: 3425.898926
	Iteration 163Q: 3 clusters Score -4607632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4607631.500000 Penalty: 3425.898926
	Iteration 164Q: 3 clusters Score -4607632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4607627.000000 Penalty: 3425.898926
	Iteration 165Q: 3 clusters Score -4607627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4607630.000000 Penalty: 3425.898926
	Iteration 166Q: 3 clusters Score -4607630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -4607631.000000 Penalty: 3425.898926
	Iteration 167Q: 3 clusters Score -4607631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4607631.000000 Penalty: 3425.898926
	Iteration 168Q: 3 clusters Score -4607631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4607632.500000 Penalty: 3425.898926
	Iteration 169Q: 3 clusters Score -4607632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4607629.500000 Penalty: 3425.898926
	Iteration 170Q: 3 clusters Score -4607630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4607629.500000 Penalty: 3425.898926
	Iteration 171F: 3 clusters Score -4607630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Entering Unmasked Estep 
Score: -3796921.750000 Penalty: 1681.380127
	Iteration 0F: 2 clusters Score -3796922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3776925.000000 Penalty: 3362.760254
	Iteration 0F: 3 clusters Score -3776925 nChanged 14295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3784829.250000 Penalty: 3362.760254
	Iteration 1F: 3 clusters Score -3784829 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3785283.000000 Penalty: 3362.760254
	Iteration 2Q: 3 clusters Score -3785283 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3785823.000000 Penalty: 3362.760254
	Iteration 3Q: 3 clusters Score -3785823 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3786609.750000 Penalty: 3362.760254
	Iteration 4F: 3 clusters Score -3786610 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3787630.750000 Penalty: 3362.760254
	Iteration 5F: 3 clusters Score -3787631 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3789043.500000 Penalty: 3362.760254
	Iteration 6F: 3 clusters Score -3789044 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3790757.750000 Penalty: 3362.760254
	Iteration 7F: 3 clusters Score -3790758 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3792451.250000 Penalty: 3362.760254
	Iteration 8F: 3 clusters Score -3792451 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3793639.500000 Penalty: 3362.760254
	Iteration 9F: 3 clusters Score -3793640 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3794447.750000 Penalty: 3362.760254
	Iteration 10Q: 3 clusters Score -3794448 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3794889.500000 Penalty: 3362.760254
	Iteration 11Q: 3 clusters Score -3794890 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3795147.250000 Penalty: 3362.760254
	Iteration 12Q: 3 clusters Score -3795147 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3795332.250000 Penalty: 3362.760254
	Iteration 13Q: 3 clusters Score -3795332 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3795439.250000 Penalty: 3362.760254
	Iteration 14Q: 3 clusters Score -3795439 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -3795510.500000 Penalty: 3362.760254
	Iteration 15Q: 3 clusters Score -3795510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -3795577.750000 Penalty: 3362.760254
	Iteration 16Q: 3 clusters Score -3795578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3795612.000000 Penalty: 3362.760254
	Iteration 17Q: 3 clusters Score -3795612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -3795623.750000 Penalty: 3362.760254
	Iteration 18Q: 3 clusters Score -3795624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -3795635.500000 Penalty: 3362.760254
	Iteration 19Q: 3 clusters Score -3795636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -3795646.000000 Penalty: 3362.760254
	Iteration 20F: 3 clusters Score -3795646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -3795659.250000 Penalty: 3362.760254
	Iteration 21Q: 3 clusters Score -3795659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -3795666.500000 Penalty: 3362.760254
	Iteration 22Q: 3 clusters Score -3795666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3795679.750000 Penalty: 3362.760254
	Iteration 23Q: 3 clusters Score -3795680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -3795683.750000 Penalty: 3362.760254
	Iteration 24Q: 3 clusters Score -3795684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -3795686.500000 Penalty: 3362.760254
	Iteration 25Q: 3 clusters Score -3795686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -3795692.000000 Penalty: 3362.760254
	Iteration 26Q: 3 clusters Score -3795692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -3795690.750000 Penalty: 3362.760254
	Iteration 27Q: 3 clusters Score -3795691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -3795690.750000 Penalty: 3362.760254
	Iteration 28F: 3 clusters Score -3795691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -15826.773438 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -15826.77 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 78 members 
Entering Unmasked Estep 
Score: -15325.900391 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -15325.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15425.633789 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -15425.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15439.430664 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -15439.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15472.889648 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -15472.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15487.345703 Penalty: 1645.343384
	Iteration 4Q: 3 clusters Score -15487.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15509.735352 Penalty: 1645.343384
	Iteration 5Q: 3 clusters Score -15509.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15529.069336 Penalty: 1645.343384
	Iteration 6Q: 3 clusters Score -15529.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15533.591797 Penalty: 1645.343384
	Iteration 7Q: 3 clusters Score -15533.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15533.591797 Penalty: 1645.343384
	Iteration 8F: 3 clusters Score -15533.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Entering Unmasked Estep 
Score: -1064458.875000 Penalty: 1481.836182
	Iteration 0F: 2 clusters Score -1064459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1057872.500000 Penalty: 2963.672363
	Iteration 0F: 3 clusters Score -1057872 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1059968.125000 Penalty: 2963.672363
	Iteration 1F: 3 clusters Score -1059968 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1060197.375000 Penalty: 2963.672363
	Iteration 2F: 3 clusters Score -1060197 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1060382.625000 Penalty: 2963.672363
	Iteration 3Q: 3 clusters Score -1060383 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1060572.875000 Penalty: 2963.672363
	Iteration 4Q: 3 clusters Score -1060573 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1060765.500000 Penalty: 2963.672363
	Iteration 5Q: 3 clusters Score -1060766 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1060969.000000 Penalty: 2963.672363
	Iteration 6Q: 3 clusters Score -1060969 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1061225.125000 Penalty: 2963.672363
	Iteration 7Q: 3 clusters Score -1061225 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1061576.375000 Penalty: 2963.672363
	Iteration 8F: 3 clusters Score -1061576 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1062004.375000 Penalty: 2963.672363
	Iteration 9F: 3 clusters Score -1062004 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1062426.375000 Penalty: 2963.672363
	Iteration 10F: 3 clusters Score -1062426 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1062858.125000 Penalty: 2963.672363
	Iteration 11F: 3 clusters Score -1062858 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1063206.875000 Penalty: 2963.672363
	Iteration 12F: 3 clusters Score -1063207 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1063454.250000 Penalty: 2963.672363
	Iteration 13Q: 3 clusters Score -1063454 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1063636.125000 Penalty: 2963.672363
	Iteration 14Q: 3 clusters Score -1063636 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1063780.875000 Penalty: 2963.672363
	Iteration 15Q: 3 clusters Score -1063781 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1063906.125000 Penalty: 2963.672363
	Iteration 16Q: 3 clusters Score -1063906 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1063995.500000 Penalty: 2963.672363
	Iteration 17Q: 3 clusters Score -1063996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1064060.125000 Penalty: 2963.672363
	Iteration 18Q: 3 clusters Score -1064060 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1064106.000000 Penalty: 2963.672363
	Iteration 19Q: 3 clusters Score -1064106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1064140.000000 Penalty: 2963.672363
	Iteration 20F: 3 clusters Score -1064140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1064163.000000 Penalty: 2963.672363
	Iteration 21Q: 3 clusters Score -1064163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1064177.000000 Penalty: 2963.672363
	Iteration 22Q: 3 clusters Score -1064177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1064184.625000 Penalty: 2963.672363
	Iteration 23Q: 3 clusters Score -1064185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1064193.500000 Penalty: 2963.672363
	Iteration 24Q: 3 clusters Score -1064194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1064200.250000 Penalty: 2963.672363
	Iteration 25Q: 3 clusters Score -1064200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1064202.750000 Penalty: 2963.672363
	Iteration 26Q: 3 clusters Score -1064203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1064207.125000 Penalty: 2963.672363
	Iteration 27Q: 3 clusters Score -1064207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1064209.250000 Penalty: 2963.672363
	Iteration 28Q: 3 clusters Score -1064209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1064208.500000 Penalty: 2963.672363
	Iteration 29Q: 3 clusters Score -1064208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1064208.750000 Penalty: 2963.672363
	Iteration 30Q: 3 clusters Score -1064209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1064209.125000 Penalty: 2963.672363
	Iteration 31Q: 3 clusters Score -1064209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1064211.500000 Penalty: 2963.672363
	Iteration 32Q: 3 clusters Score -1064212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1064213.750000 Penalty: 2963.672363
	Iteration 33Q: 3 clusters Score -1064214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1064214.750000 Penalty: 2963.672363
	Iteration 34Q: 3 clusters Score -1064215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1064216.875000 Penalty: 2963.672363
	Iteration 35Q: 3 clusters Score -1064217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1064216.750000 Penalty: 2963.672363
	Iteration 36Q: 3 clusters Score -1064217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1064218.125000 Penalty: 2963.672363
	Iteration 37Q: 3 clusters Score -1064218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1064217.500000 Penalty: 2963.672363
	Iteration 38Q: 3 clusters Score -1064218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1064217.500000 Penalty: 2963.672363
	Iteration 39F: 3 clusters Score -1064218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53328.312500 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53328.31 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 170 members 
Entering Unmasked Estep 
Score: -52398.308594 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52398.31 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52497.464844 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52497.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52522.429688 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52522.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52537.167969 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52537.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52538.507812 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52538.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52539.109375 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52539.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52539.109375 Penalty: 1881.737183
	Iteration 6F: 3 clusters Score -52539.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Entering Unmasked Estep 
Score: -2041822.500000 Penalty: 1578.567627
	Iteration 0F: 2 clusters Score -2041822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2030443.750000 Penalty: 3157.135254
	Iteration 0F: 3 clusters Score -2030444 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2034486.250000 Penalty: 3157.135254
	Iteration 1F: 3 clusters Score -2034486 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2034822.625000 Penalty: 3157.135254
	Iteration 2F: 3 clusters Score -2034823 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2035114.500000 Penalty: 3157.135254
	Iteration 3Q: 3 clusters Score -2035114 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2035434.625000 Penalty: 3157.135254
	Iteration 4Q: 3 clusters Score -2035435 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2035790.875000 Penalty: 3157.135254
	Iteration 5Q: 3 clusters Score -2035791 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2036192.000000 Penalty: 3157.135254
	Iteration 6Q: 3 clusters Score -2036192 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2036665.750000 Penalty: 3157.135254
	Iteration 7Q: 3 clusters Score -2036666 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2037152.125000 Penalty: 3157.135254
	Iteration 8Q: 3 clusters Score -2037152 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2037603.625000 Penalty: 3157.135254
	Iteration 9Q: 3 clusters Score -2037604 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2037947.375000 Penalty: 3157.135254
	Iteration 10Q: 3 clusters Score -2037947 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2038152.625000 Penalty: 3157.135254
	Iteration 11Q: 3 clusters Score -2038153 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2038284.750000 Penalty: 3157.135254
	Iteration 12Q: 3 clusters Score -2038285 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2038351.750000 Penalty: 3157.135254
	Iteration 13Q: 3 clusters Score -2038352 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2038391.500000 Penalty: 3157.135254
	Iteration 14Q: 3 clusters Score -2038392 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2038418.250000 Penalty: 3157.135254
	Iteration 15Q: 3 clusters Score -2038418 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2038427.125000 Penalty: 3157.135254
	Iteration 16Q: 3 clusters Score -2038427 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2038440.875000 Penalty: 3157.135254
	Iteration 17Q: 3 clusters Score -2038441 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2038458.375000 Penalty: 3157.135254
	Iteration 18Q: 3 clusters Score -2038458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2038480.125000 Penalty: 3157.135254
	Iteration 19Q: 3 clusters Score -2038480 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2038485.500000 Penalty: 3157.135254
	Iteration 20F: 3 clusters Score -2038486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2038494.625000 Penalty: 3157.135254
	Iteration 21Q: 3 clusters Score -2038495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2038509.125000 Penalty: 3157.135254
	Iteration 22Q: 3 clusters Score -2038509 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2038517.750000 Penalty: 3157.135254
	Iteration 23Q: 3 clusters Score -2038518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2038533.375000 Penalty: 3157.135254
	Iteration 24Q: 3 clusters Score -2038533 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2038546.125000 Penalty: 3157.135254
	Iteration 25Q: 3 clusters Score -2038546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2038553.500000 Penalty: 3157.135254
	Iteration 26Q: 3 clusters Score -2038554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2038562.875000 Penalty: 3157.135254
	Iteration 27Q: 3 clusters Score -2038563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2038577.125000 Penalty: 3157.135254
	Iteration 28Q: 3 clusters Score -2038577 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2038588.500000 Penalty: 3157.135254
	Iteration 29Q: 3 clusters Score -2038588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2038609.125000 Penalty: 3157.135254
	Iteration 30Q: 3 clusters Score -2038609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2038615.875000 Penalty: 3157.135254
	Iteration 31Q: 3 clusters Score -2038616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2038632.125000 Penalty: 3157.135254
	Iteration 32Q: 3 clusters Score -2038632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2038651.500000 Penalty: 3157.135254
	Iteration 33Q: 3 clusters Score -2038652 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2038664.625000 Penalty: 3157.135254
	Iteration 34Q: 3 clusters Score -2038665 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2038672.875000 Penalty: 3157.135254
	Iteration 35Q: 3 clusters Score -2038673 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2038692.375000 Penalty: 3157.135254
	Iteration 36Q: 3 clusters Score -2038692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2038704.375000 Penalty: 3157.135254
	Iteration 37Q: 3 clusters Score -2038704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2038719.000000 Penalty: 3157.135254
	Iteration 38Q: 3 clusters Score -2038719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2038731.875000 Penalty: 3157.135254
	Iteration 39Q: 3 clusters Score -2038732 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2038745.125000 Penalty: 3157.135254
	Iteration 40F: 3 clusters Score -2038745 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2038758.375000 Penalty: 3157.135254
	Iteration 41Q: 3 clusters Score -2038758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2038778.625000 Penalty: 3157.135254
	Iteration 42Q: 3 clusters Score -2038779 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2038788.375000 Penalty: 3157.135254
	Iteration 43Q: 3 clusters Score -2038788 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2038802.750000 Penalty: 3157.135254
	Iteration 44Q: 3 clusters Score -2038803 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2038813.000000 Penalty: 3157.135254
	Iteration 45Q: 3 clusters Score -2038813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2038821.875000 Penalty: 3157.135254
	Iteration 46Q: 3 clusters Score -2038822 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2038844.875000 Penalty: 3157.135254
	Iteration 47Q: 3 clusters Score -2038845 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2038861.625000 Penalty: 3157.135254
	Iteration 48Q: 3 clusters Score -2038862 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2038886.375000 Penalty: 3157.135254
	Iteration 49Q: 3 clusters Score -2038886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2038902.375000 Penalty: 3157.135254
	Iteration 50Q: 3 clusters Score -2038902 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2038926.250000 Penalty: 3157.135254
	Iteration 51Q: 3 clusters Score -2038926 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2038946.875000 Penalty: 3157.135254
	Iteration 52Q: 3 clusters Score -2038947 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2038966.000000 Penalty: 3157.135254
	Iteration 53Q: 3 clusters Score -2038966 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2038991.625000 Penalty: 3157.135254
	Iteration 54Q: 3 clusters Score -2038992 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2039016.375000 Penalty: 3157.135254
	Iteration 55Q: 3 clusters Score -2039016 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2039055.375000 Penalty: 3157.135254
	Iteration 56Q: 3 clusters Score -2039055 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2039093.000000 Penalty: 3157.135254
	Iteration 57Q: 3 clusters Score -2039093 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2039145.500000 Penalty: 3157.135254
	Iteration 58Q: 3 clusters Score -2039146 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2039189.875000 Penalty: 3157.135254
	Iteration 59Q: 3 clusters Score -2039190 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2039246.500000 Penalty: 3157.135254
	Iteration 60F: 3 clusters Score -2039246 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2039297.500000 Penalty: 3157.135254
	Iteration 61Q: 3 clusters Score -2039298 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2039339.250000 Penalty: 3157.135254
	Iteration 62Q: 3 clusters Score -2039339 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2039383.000000 Penalty: 3157.135254
	Iteration 63Q: 3 clusters Score -2039383 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2039430.000000 Penalty: 3157.135254
	Iteration 64Q: 3 clusters Score -2039430 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2039472.750000 Penalty: 3157.135254
	Iteration 65Q: 3 clusters Score -2039473 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2039519.250000 Penalty: 3157.135254
	Iteration 66Q: 3 clusters Score -2039519 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2039559.750000 Penalty: 3157.135254
	Iteration 67Q: 3 clusters Score -2039560 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2039601.125000 Penalty: 3157.135254
	Iteration 68Q: 3 clusters Score -2039601 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2039631.500000 Penalty: 3157.135254
	Iteration 69Q: 3 clusters Score -2039632 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2039676.875000 Penalty: 3157.135254
	Iteration 70Q: 3 clusters Score -2039677 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2039715.125000 Penalty: 3157.135254
	Iteration 71Q: 3 clusters Score -2039715 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2039773.000000 Penalty: 3157.135254
	Iteration 72Q: 3 clusters Score -2039773 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2039817.875000 Penalty: 3157.135254
	Iteration 73Q: 3 clusters Score -2039818 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2039865.000000 Penalty: 3157.135254
	Iteration 74Q: 3 clusters Score -2039865 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2039918.125000 Penalty: 3157.135254
	Iteration 75Q: 3 clusters Score -2039918 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2039961.375000 Penalty: 3157.135254
	Iteration 76Q: 3 clusters Score -2039961 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2039996.625000 Penalty: 3157.135254
	Iteration 77Q: 3 clusters Score -2039997 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2040051.500000 Penalty: 3157.135254
	Iteration 78Q: 3 clusters Score -2040052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2040096.375000 Penalty: 3157.135254
	Iteration 79Q: 3 clusters Score -2040096 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2040148.875000 Penalty: 3157.135254
	Iteration 80F: 3 clusters Score -2040149 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2040194.250000 Penalty: 3157.135254
	Iteration 81Q: 3 clusters Score -2040194 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2040235.375000 Penalty: 3157.135254
	Iteration 82Q: 3 clusters Score -2040235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2040274.625000 Penalty: 3157.135254
	Iteration 83Q: 3 clusters Score -2040275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2040289.000000 Penalty: 3157.135254
	Iteration 84Q: 3 clusters Score -2040289 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2040314.500000 Penalty: 3157.135254
	Iteration 85Q: 3 clusters Score -2040314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2040329.250000 Penalty: 3157.135254
	Iteration 86Q: 3 clusters Score -2040329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2040340.500000 Penalty: 3157.135254
	Iteration 87Q: 3 clusters Score -2040340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2040358.875000 Penalty: 3157.135254
	Iteration 88Q: 3 clusters Score -2040359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2040364.625000 Penalty: 3157.135254
	Iteration 89Q: 3 clusters Score -2040365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2040375.625000 Penalty: 3157.135254
	Iteration 90Q: 3 clusters Score -2040376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2040385.875000 Penalty: 3157.135254
	Iteration 91Q: 3 clusters Score -2040386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2040397.375000 Penalty: 3157.135254
	Iteration 92Q: 3 clusters Score -2040397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2040408.125000 Penalty: 3157.135254
	Iteration 93Q: 3 clusters Score -2040408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2040419.000000 Penalty: 3157.135254
	Iteration 94Q: 3 clusters Score -2040419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2040428.625000 Penalty: 3157.135254
	Iteration 95Q: 3 clusters Score -2040429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2040439.000000 Penalty: 3157.135254
	Iteration 96Q: 3 clusters Score -2040439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2040447.500000 Penalty: 3157.135254
	Iteration 97Q: 3 clusters Score -2040448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2040452.125000 Penalty: 3157.135254
	Iteration 98Q: 3 clusters Score -2040452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2040454.250000 Penalty: 3157.135254
	Iteration 99Q: 3 clusters Score -2040454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2040457.625000 Penalty: 3157.135254
	Iteration 100F: 3 clusters Score -2040458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2040458.750000 Penalty: 3157.135254
	Iteration 101Q: 3 clusters Score -2040459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2040463.125000 Penalty: 3157.135254
	Iteration 102Q: 3 clusters Score -2040463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2040466.000000 Penalty: 3157.135254
	Iteration 103Q: 3 clusters Score -2040466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2040473.625000 Penalty: 3157.135254
	Iteration 104Q: 3 clusters Score -2040474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2040476.875000 Penalty: 3157.135254
	Iteration 105Q: 3 clusters Score -2040477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2040484.125000 Penalty: 3157.135254
	Iteration 106Q: 3 clusters Score -2040484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2040486.000000 Penalty: 3157.135254
	Iteration 107Q: 3 clusters Score -2040486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2040484.875000 Penalty: 3157.135254
	Iteration 108Q: 3 clusters Score -2040485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2040487.500000 Penalty: 3157.135254
	Iteration 109Q: 3 clusters Score -2040488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2040487.125000 Penalty: 3157.135254
	Iteration 110Q: 3 clusters Score -2040487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2040487.125000 Penalty: 3157.135254
	Iteration 111F: 3 clusters Score -2040487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Entering Unmasked Estep 
Score: -3513092.750000 Penalty: 1664.005127
	Iteration 0F: 2 clusters Score -3513093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3495617.000000 Penalty: 3328.010254
	Iteration 0F: 3 clusters Score -3495617 nChanged 12853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3502635.250000 Penalty: 3328.010254
	Iteration 1F: 3 clusters Score -3502635 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3502946.750000 Penalty: 3328.010254
	Iteration 2Q: 3 clusters Score -3502947 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3503273.750000 Penalty: 3328.010254
	Iteration 3Q: 3 clusters Score -3503274 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3503577.250000 Penalty: 3328.010254
	Iteration 4Q: 3 clusters Score -3503577 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3503931.250000 Penalty: 3328.010254
	Iteration 5Q: 3 clusters Score -3503931 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3504391.250000 Penalty: 3328.010254
	Iteration 6Q: 3 clusters Score -3504391 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3505103.000000 Penalty: 3328.010254
	Iteration 7Q: 3 clusters Score -3505103 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -3506210.250000 Penalty: 3328.010254
	Iteration 8F: 3 clusters Score -3506210 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3507779.500000 Penalty: 3328.010254
	Iteration 9F: 3 clusters Score -3507780 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3509288.750000 Penalty: 3328.010254
	Iteration 10F: 3 clusters Score -3509289 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3510368.500000 Penalty: 3328.010254
	Iteration 11F: 3 clusters Score -3510368 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3511116.000000 Penalty: 3328.010254
	Iteration 12Q: 3 clusters Score -3511116 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3511410.500000 Penalty: 3328.010254
	Iteration 13Q: 3 clusters Score -3511410 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3511526.000000 Penalty: 3328.010254
	Iteration 14Q: 3 clusters Score -3511526 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3511601.500000 Penalty: 3328.010254
	Iteration 15Q: 3 clusters Score -3511602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3511649.750000 Penalty: 3328.010254
	Iteration 16Q: 3 clusters Score -3511650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3511686.750000 Penalty: 3328.010254
	Iteration 17Q: 3 clusters Score -3511687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3511714.000000 Penalty: 3328.010254
	Iteration 18Q: 3 clusters Score -3511714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3511723.750000 Penalty: 3328.010254
	Iteration 19Q: 3 clusters Score -3511724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3511733.000000 Penalty: 3328.010254
	Iteration 20F: 3 clusters Score -3511733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3511739.000000 Penalty: 3328.010254
	Iteration 21Q: 3 clusters Score -3511739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3511743.500000 Penalty: 3328.010254
	Iteration 22Q: 3 clusters Score -3511744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3511743.250000 Penalty: 3328.010254
	Iteration 23Q: 3 clusters Score -3511743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3511745.750000 Penalty: 3328.010254
	Iteration 24Q: 3 clusters Score -3511746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3511745.750000 Penalty: 3328.010254
	Iteration 25F: 3 clusters Score -3511746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22209 members 
Mstep: Class 3 contains 11542 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 26026 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 32731 members 
Mstep: Class 9 contains 37844 members 
Mstep: Class 12 contains 31162 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9127 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16552 members 
Mstep: Class 19 contains 28002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442630.000000 Penalty: 27982.333984
Iteration 359Q: 15 clusters Score -2.644263e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22207 members 
Mstep: Class 3 contains 11543 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 26026 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 32742 members 
Mstep: Class 9 contains 37835 members 
Mstep: Class 12 contains 31163 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16552 members 
Mstep: Class 19 contains 28001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442626.000000 Penalty: 27982.333984
Iteration 360F: 15 clusters Score -2.644263e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22206 members 
Mstep: Class 3 contains 11547 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 26033 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 32752 members 
Mstep: Class 9 contains 37834 members 
Mstep: Class 12 contains 31153 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16554 members 
Mstep: Class 19 contains 27990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442606.000000 Penalty: 27982.333984
Iteration 361Q: 15 clusters Score -2.644261e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22205 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 26034 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 8 contains 32754 members 
Mstep: Class 9 contains 37830 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9125 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16556 members 
Mstep: Class 19 contains 27991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442624.000000 Penalty: 27982.333984
Iteration 362Q: 15 clusters Score -2.644262e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22203 members 
Mstep: Class 3 contains 11549 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 26039 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 8 contains 32761 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 12 contains 31151 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9124 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16558 members 
Mstep: Class 19 contains 27988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442594.000000 Penalty: 27982.333984
Iteration 363Q: 15 clusters Score -2.644259e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22203 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 26042 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 8 contains 32763 members 
Mstep: Class 9 contains 37817 members 
Mstep: Class 12 contains 31147 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9125 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16560 members 
Mstep: Class 19 contains 27989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442614.000000 Penalty: 27982.333984
Iteration 364Q: 15 clusters Score -2.644261e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22203 members 
Mstep: Class 3 contains 11549 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26048 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 8 contains 32767 members 
Mstep: Class 9 contains 37808 members 
Mstep: Class 12 contains 31141 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16561 members 
Mstep: Class 19 contains 27992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442574.000000 Penalty: 27982.333984
Iteration 365Q: 15 clusters Score -2.644257e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22202 members 
Mstep: Class 3 contains 11551 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26053 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 8 contains 32769 members 
Mstep: Class 9 contains 37802 members 
Mstep: Class 12 contains 31134 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16564 members 
Mstep: Class 19 contains 27994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442558.000000 Penalty: 27982.333984
Iteration 366Q: 15 clusters Score -2.644256e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22203 members 
Mstep: Class 3 contains 11553 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26046 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 8 contains 32766 members 
Mstep: Class 9 contains 37793 members 
Mstep: Class 12 contains 31144 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16564 members 
Mstep: Class 19 contains 27999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442564.000000 Penalty: 27982.333984
Iteration 367Q: 15 clusters Score -2.644256e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22201 members 
Mstep: Class 3 contains 11554 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26055 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 32765 members 
Mstep: Class 9 contains 37778 members 
Mstep: Class 12 contains 31155 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9125 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16568 members 
Mstep: Class 19 contains 27995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442556.000000 Penalty: 27982.333984
Iteration 368Q: 15 clusters Score -2.644256e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22202 members 
Mstep: Class 3 contains 11556 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26058 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 32766 members 
Mstep: Class 9 contains 37771 members 
Mstep: Class 12 contains 31157 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9125 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16569 members 
Mstep: Class 19 contains 27992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442576.000000 Penalty: 27982.333984
Iteration 369Q: 15 clusters Score -2.644258e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22202 members 
Mstep: Class 3 contains 11558 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26060 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 32772 members 
Mstep: Class 9 contains 37763 members 
Mstep: Class 12 contains 31161 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9124 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16569 members 
Mstep: Class 19 contains 27987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442582.000000 Penalty: 27982.333984
Iteration 370Q: 15 clusters Score -2.644258e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22203 members 
Mstep: Class 3 contains 11558 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26061 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 8 contains 32770 members 
Mstep: Class 9 contains 37756 members 
Mstep: Class 12 contains 31161 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9123 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16575 members 
Mstep: Class 19 contains 27988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442574.000000 Penalty: 27982.333984
Iteration 371Q: 15 clusters Score -2.644257e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22201 members 
Mstep: Class 3 contains 11560 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26062 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 8 contains 32762 members 
Mstep: Class 9 contains 37740 members 
Mstep: Class 12 contains 31178 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9123 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16579 members 
Mstep: Class 19 contains 27991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442608.000000 Penalty: 27982.333984
Iteration 372Q: 15 clusters Score -2.644261e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22198 members 
Mstep: Class 3 contains 11559 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26064 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 8 contains 32754 members 
Mstep: Class 9 contains 37736 members 
Mstep: Class 12 contains 31190 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9124 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16581 members 
Mstep: Class 19 contains 27993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442624.000000 Penalty: 27982.333984
Iteration 373Q: 15 clusters Score -2.644262e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22199 members 
Mstep: Class 3 contains 11558 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26063 members 
Mstep: Class 6 contains 2277 members 
Mstep: Class 8 contains 32747 members 
Mstep: Class 9 contains 37729 members 
Mstep: Class 12 contains 31203 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9125 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16587 members 
Mstep: Class 19 contains 27993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442610.000000 Penalty: 27982.333984
Iteration 374Q: 15 clusters Score -2.644261e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 11558 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26067 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 8 contains 32745 members 
Mstep: Class 9 contains 37717 members 
Mstep: Class 12 contains 31213 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16590 members 
Mstep: Class 19 contains 27992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442604.000000 Penalty: 27982.333984
Iteration 375Q: 15 clusters Score -2.64426e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22196 members 
Mstep: Class 3 contains 11560 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26062 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 8 contains 32739 members 
Mstep: Class 9 contains 37713 members 
Mstep: Class 12 contains 31224 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16596 members 
Mstep: Class 19 contains 27994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442568.000000 Penalty: 27982.333984
Iteration 376Q: 15 clusters Score -2.644257e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 11566 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26057 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 8 contains 32732 members 
Mstep: Class 9 contains 37713 members 
Mstep: Class 12 contains 31224 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9128 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16598 members 
Mstep: Class 19 contains 27995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442548.000000 Penalty: 27982.333984
Iteration 377Q: 15 clusters Score -2.644255e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22196 members 
Mstep: Class 3 contains 11571 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26050 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 8 contains 32732 members 
Mstep: Class 9 contains 37701 members 
Mstep: Class 12 contains 31232 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9128 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16602 members 
Mstep: Class 19 contains 27999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442546.000000 Penalty: 27982.333984
Iteration 378Q: 15 clusters Score -2.644255e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22201 members 
Mstep: Class 3 contains 11577 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26043 members 
Mstep: Class 6 contains 2269 members 
Mstep: Class 8 contains 32729 members 
Mstep: Class 9 contains 37693 members 
Mstep: Class 12 contains 31239 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9127 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16601 members 
Mstep: Class 19 contains 28002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442552.000000 Penalty: 27982.333984
Iteration 379Q: 15 clusters Score -2.644255e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 11580 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26041 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 8 contains 32736 members 
Mstep: Class 9 contains 37680 members 
Mstep: Class 12 contains 31246 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9127 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16599 members 
Mstep: Class 19 contains 28004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442544.000000 Penalty: 27982.333984
Iteration 380F: 15 clusters Score -2.644254e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22201 members 
Mstep: Class 3 contains 11583 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26034 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 8 contains 32741 members 
Mstep: Class 9 contains 37668 members 
Mstep: Class 12 contains 31249 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9128 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16606 members 
Mstep: Class 19 contains 28003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442536.000000 Penalty: 27982.333984
Iteration 381Q: 15 clusters Score -2.644254e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22201 members 
Mstep: Class 3 contains 11586 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26030 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 8 contains 32742 members 
Mstep: Class 9 contains 37656 members 
Mstep: Class 12 contains 31265 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9130 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16612 members 
Mstep: Class 19 contains 27991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442492.000000 Penalty: 27982.333984
Iteration 382Q: 15 clusters Score -2.644249e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22199 members 
Mstep: Class 3 contains 11594 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26030 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32743 members 
Mstep: Class 9 contains 37640 members 
Mstep: Class 12 contains 31279 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9130 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 19 contains 27985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442520.000000 Penalty: 27982.333984
Iteration 383Q: 15 clusters Score -2.644252e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22201 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26025 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32743 members 
Mstep: Class 9 contains 37621 members 
Mstep: Class 12 contains 31294 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9133 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16616 members 
Mstep: Class 19 contains 27982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442504.000000 Penalty: 27982.333984
Iteration 384Q: 15 clusters Score -2.64425e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22203 members 
Mstep: Class 3 contains 11607 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 26009 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 8 contains 32734 members 
Mstep: Class 9 contains 37609 members 
Mstep: Class 12 contains 31318 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9131 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 19 contains 27982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442516.000000 Penalty: 27982.333984
Iteration 385Q: 15 clusters Score -2.644252e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22205 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25994 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32730 members 
Mstep: Class 9 contains 37598 members 
Mstep: Class 12 contains 31335 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9133 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16622 members 
Mstep: Class 19 contains 27987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442580.000000 Penalty: 27982.333984
Iteration 386Q: 15 clusters Score -2.644258e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22205 members 
Mstep: Class 3 contains 11616 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25987 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32718 members 
Mstep: Class 9 contains 37595 members 
Mstep: Class 12 contains 31357 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9130 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16619 members 
Mstep: Class 19 contains 27988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442586.000000 Penalty: 27982.333984
Iteration 387Q: 15 clusters Score -2.644259e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22204 members 
Mstep: Class 3 contains 11626 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25983 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32704 members 
Mstep: Class 9 contains 37588 members 
Mstep: Class 12 contains 31369 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9133 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16617 members 
Mstep: Class 19 contains 27991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442582.000000 Penalty: 27982.333984
Iteration 388Q: 15 clusters Score -2.644258e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22205 members 
Mstep: Class 3 contains 11636 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25979 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32693 members 
Mstep: Class 9 contains 37578 members 
Mstep: Class 12 contains 31374 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9135 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16620 members 
Mstep: Class 19 contains 27995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442520.000000 Penalty: 27982.333984
Iteration 389Q: 15 clusters Score -2.644252e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22203 members 
Mstep: Class 3 contains 11644 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32676 members 
Mstep: Class 9 contains 37571 members 
Mstep: Class 12 contains 31388 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9135 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16622 members 
Mstep: Class 19 contains 27999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442594.000000 Penalty: 27982.333984
Iteration 390Q: 15 clusters Score -2.644259e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 11648 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25973 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32662 members 
Mstep: Class 9 contains 37564 members 
Mstep: Class 12 contains 31406 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9134 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16625 members 
Mstep: Class 19 contains 28003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442598.000000 Penalty: 27982.333984
Iteration 391Q: 15 clusters Score -2.64426e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 11657 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25973 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32641 members 
Mstep: Class 9 contains 37554 members 
Mstep: Class 12 contains 31428 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9131 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16629 members 
Mstep: Class 19 contains 28002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442562.000000 Penalty: 27982.333984
Iteration 392Q: 15 clusters Score -2.644256e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 11661 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25965 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32620 members 
Mstep: Class 9 contains 37547 members 
Mstep: Class 12 contains 31450 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9134 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16632 members 
Mstep: Class 19 contains 28006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442562.000000 Penalty: 27982.333984
Iteration 393Q: 15 clusters Score -2.644256e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22199 members 
Mstep: Class 3 contains 11663 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25960 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32596 members 
Mstep: Class 9 contains 37537 members 
Mstep: Class 12 contains 31476 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9135 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16636 members 
Mstep: Class 19 contains 28013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442538.000000 Penalty: 27982.333984
Iteration 394Q: 15 clusters Score -2.644254e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22199 members 
Mstep: Class 3 contains 11670 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25962 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32573 members 
Mstep: Class 9 contains 37527 members 
Mstep: Class 12 contains 31496 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9135 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16636 members 
Mstep: Class 19 contains 28017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442540.000000 Penalty: 27982.333984
Iteration 395Q: 15 clusters Score -2.644254e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22199 members 
Mstep: Class 3 contains 11673 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25962 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32563 members 
Mstep: Class 9 contains 37512 members 
Mstep: Class 12 contains 31509 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9136 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16639 members 
Mstep: Class 19 contains 28021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442536.000000 Penalty: 27982.333984
Iteration 396Q: 15 clusters Score -2.644254e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22199 members 
Mstep: Class 3 contains 11675 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25963 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32557 members 
Mstep: Class 9 contains 37498 members 
Mstep: Class 12 contains 31524 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9135 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16642 members 
Mstep: Class 19 contains 28022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442532.000000 Penalty: 27982.333984
Iteration 397Q: 15 clusters Score -2.644253e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25967 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32548 members 
Mstep: Class 9 contains 37480 members 
Mstep: Class 12 contains 31542 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9132 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16642 members 
Mstep: Class 19 contains 28024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442552.000000 Penalty: 27982.333984
Iteration 398Q: 15 clusters Score -2.644255e+07 nChanged 64
Entering ConstructFrom: 
Score: -26442552.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (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: -34344.750000 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -34344.75 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 160 members 
Entering Unmasked Estep 
Score: -33442.273438 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -33442.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33561.515625 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -33561.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33586.164062 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -33586.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33596.332031 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -33596.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33603.410156 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -33603.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33608.335938 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -33608.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33609.867188 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -33609.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33609.867188 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -33609.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Entering Unmasked Estep 
Score: -2737682.750000 Penalty: 1626.260498
	Iteration 0F: 2 clusters Score -2737683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2722595.750000 Penalty: 3252.520996
	Iteration 0F: 3 clusters Score -2722596 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2727976.250000 Penalty: 3252.520996
	Iteration 1F: 3 clusters Score -2727976 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2728256.250000 Penalty: 3252.520996
	Iteration 2Q: 3 clusters Score -2728256 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2728535.000000 Penalty: 3252.520996
	Iteration 3Q: 3 clusters Score -2728535 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2728790.500000 Penalty: 3252.520996
	Iteration 4Q: 3 clusters Score -2728790 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2729065.750000 Penalty: 3252.520996
	Iteration 5Q: 3 clusters Score -2729066 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2729413.750000 Penalty: 3252.520996
	Iteration 6Q: 3 clusters Score -2729414 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2729868.750000 Penalty: 3252.520996
	Iteration 7Q: 3 clusters Score -2729869 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2730464.000000 Penalty: 3252.520996
	Iteration 8Q: 3 clusters Score -2730464 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2731202.250000 Penalty: 3252.520996
	Iteration 9F: 3 clusters Score -2731202 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2732025.750000 Penalty: 3252.520996
	Iteration 10F: 3 clusters Score -2732026 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2732829.250000 Penalty: 3252.520996
	Iteration 11F: 3 clusters Score -2732829 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2733514.000000 Penalty: 3252.520996
	Iteration 12Q: 3 clusters Score -2733514 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2733993.750000 Penalty: 3252.520996
	Iteration 13Q: 3 clusters Score -2733994 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2734357.250000 Penalty: 3252.520996
	Iteration 14Q: 3 clusters Score -2734357 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2734634.000000 Penalty: 3252.520996
	Iteration 15Q: 3 clusters Score -2734634 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2734834.750000 Penalty: 3252.520996
	Iteration 16Q: 3 clusters Score -2734835 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2735023.750000 Penalty: 3252.520996
	Iteration 17Q: 3 clusters Score -2735024 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2735247.250000 Penalty: 3252.520996
	Iteration 18Q: 3 clusters Score -2735247 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2735436.000000 Penalty: 3252.520996
	Iteration 19Q: 3 clusters Score -2735436 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2735628.000000 Penalty: 3252.520996
	Iteration 20F: 3 clusters Score -2735628 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2735762.250000 Penalty: 3252.520996
	Iteration 21Q: 3 clusters Score -2735762 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2735879.000000 Penalty: 3252.520996
	Iteration 22Q: 3 clusters Score -2735879 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2735967.500000 Penalty: 3252.520996
	Iteration 23Q: 3 clusters Score -2735968 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2736043.750000 Penalty: 3252.520996
	Iteration 24Q: 3 clusters Score -2736044 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2736096.250000 Penalty: 3252.520996
	Iteration 25Q: 3 clusters Score -2736096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2736132.250000 Penalty: 3252.520996
	Iteration 26Q: 3 clusters Score -2736132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2736157.250000 Penalty: 3252.520996
	Iteration 27Q: 3 clusters Score -2736157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2736184.000000 Penalty: 3252.520996
	Iteration 28Q: 3 clusters Score -2736184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2736200.750000 Penalty: 3252.520996
	Iteration 29Q: 3 clusters Score -2736201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2736210.750000 Penalty: 3252.520996
	Iteration 30Q: 3 clusters Score -2736211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2736225.500000 Penalty: 3252.520996
	Iteration 31Q: 3 clusters Score -2736226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2736242.250000 Penalty: 3252.520996
	Iteration 32Q: 3 clusters Score -2736242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2736252.000000 Penalty: 3252.520996
	Iteration 33Q: 3 clusters Score -2736252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2736256.500000 Penalty: 3252.520996
	Iteration 34Q: 3 clusters Score -2736256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2736261.000000 Penalty: 3252.520996
	Iteration 35Q: 3 clusters Score -2736261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2736266.500000 Penalty: 3252.520996
	Iteration 36Q: 3 clusters Score -2736266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2736270.500000 Penalty: 3252.520996
	Iteration 37Q: 3 clusters Score -2736270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2736274.750000 Penalty: 3252.520996
	Iteration 38Q: 3 clusters Score -2736275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2736277.000000 Penalty: 3252.520996
	Iteration 39Q: 3 clusters Score -2736277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2736275.750000 Penalty: 3252.520996
	Iteration 40F: 3 clusters Score -2736276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2736276.000000 Penalty: 3252.520996
	Iteration 41Q: 3 clusters Score -2736276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2736276.000000 Penalty: 3252.520996
	Iteration 42F: 3 clusters Score -2736276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Entering Unmasked Estep 
Score: -1426046.875000 Penalty: 1521.970947
	Iteration 0F: 2 clusters Score -1426047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1417846.250000 Penalty: 3043.941895
	Iteration 0F: 3 clusters Score -1417846 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1420627.000000 Penalty: 3043.941895
	Iteration 1F: 3 clusters Score -1420627 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1420927.125000 Penalty: 3043.941895
	Iteration 2F: 3 clusters Score -1420927 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1421194.500000 Penalty: 3043.941895
	Iteration 3F: 3 clusters Score -1421194 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1421511.125000 Penalty: 3043.941895
	Iteration 4F: 3 clusters Score -1421511 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1421884.125000 Penalty: 3043.941895
	Iteration 5F: 3 clusters Score -1421884 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1422298.625000 Penalty: 3043.941895
	Iteration 6F: 3 clusters Score -1422299 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1422731.750000 Penalty: 3043.941895
	Iteration 7Q: 3 clusters Score -1422732 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1423158.250000 Penalty: 3043.941895
	Iteration 8Q: 3 clusters Score -1423158 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1423528.125000 Penalty: 3043.941895
	Iteration 9Q: 3 clusters Score -1423528 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1423840.375000 Penalty: 3043.941895
	Iteration 10Q: 3 clusters Score -1423840 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1424069.250000 Penalty: 3043.941895
	Iteration 11Q: 3 clusters Score -1424069 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1424199.750000 Penalty: 3043.941895
	Iteration 12Q: 3 clusters Score -1424200 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1424318.875000 Penalty: 3043.941895
	Iteration 13Q: 3 clusters Score -1424319 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1424411.875000 Penalty: 3043.941895
	Iteration 14Q: 3 clusters Score -1424412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1424480.000000 Penalty: 3043.941895
	Iteration 15Q: 3 clusters Score -1424480 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1424541.875000 Penalty: 3043.941895
	Iteration 16Q: 3 clusters Score -1424542 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1424584.750000 Penalty: 3043.941895
	Iteration 17Q: 3 clusters Score -1424585 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1424618.000000 Penalty: 3043.941895
	Iteration 18Q: 3 clusters Score -1424618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1424646.000000 Penalty: 3043.941895
	Iteration 19Q: 3 clusters Score -1424646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1424667.750000 Penalty: 3043.941895
	Iteration 20F: 3 clusters Score -1424668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1424685.375000 Penalty: 3043.941895
	Iteration 21Q: 3 clusters Score -1424685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1424701.875000 Penalty: 3043.941895
	Iteration 22Q: 3 clusters Score -1424702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1424716.000000 Penalty: 3043.941895
	Iteration 23Q: 3 clusters Score -1424716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1424727.375000 Penalty: 3043.941895
	Iteration 24Q: 3 clusters Score -1424727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1424737.750000 Penalty: 3043.941895
	Iteration 25Q: 3 clusters Score -1424738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1424748.500000 Penalty: 3043.941895
	Iteration 26Q: 3 clusters Score -1424748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1424752.625000 Penalty: 3043.941895
	Iteration 27Q: 3 clusters Score -1424753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1424757.000000 Penalty: 3043.941895
	Iteration 28Q: 3 clusters Score -1424757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1424760.875000 Penalty: 3043.941895
	Iteration 29Q: 3 clusters Score -1424761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1424760.250000 Penalty: 3043.941895
	Iteration 30Q: 3 clusters Score -1424760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1424766.000000 Penalty: 3043.941895
	Iteration 31Q: 3 clusters Score -1424766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1424769.125000 Penalty: 3043.941895
	Iteration 32Q: 3 clusters Score -1424769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1424767.125000 Penalty: 3043.941895
	Iteration 33Q: 3 clusters Score -1424767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1424767.125000 Penalty: 3043.941895
	Iteration 34Q: 3 clusters Score -1424767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1424769.750000 Penalty: 3043.941895
	Iteration 35Q: 3 clusters Score -1424770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1424766.875000 Penalty: 3043.941895
	Iteration 36Q: 3 clusters Score -1424767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1424770.125000 Penalty: 3043.941895
	Iteration 37Q: 3 clusters Score -1424770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1424772.125000 Penalty: 3043.941895
	Iteration 38Q: 3 clusters Score -1424772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1424776.000000 Penalty: 3043.941895
	Iteration 39Q: 3 clusters Score -1424776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1424776.875000 Penalty: 3043.941895
	Iteration 40F: 3 clusters Score -1424777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1424779.375000 Penalty: 3043.941895
	Iteration 41Q: 3 clusters Score -1424779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1424786.875000 Penalty: 3043.941895
	Iteration 42Q: 3 clusters Score -1424787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1424789.375000 Penalty: 3043.941895
	Iteration 43Q: 3 clusters Score -1424789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1424789.375000 Penalty: 3043.941895
	Iteration 44Q: 3 clusters Score -1424789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1424792.625000 Penalty: 3043.941895
	Iteration 45Q: 3 clusters Score -1424793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1424795.750000 Penalty: 3043.941895
	Iteration 46Q: 3 clusters Score -1424796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1424800.250000 Penalty: 3043.941895
	Iteration 47Q: 3 clusters Score -1424800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1424804.375000 Penalty: 3043.941895
	Iteration 48Q: 3 clusters Score -1424804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1424803.125000 Penalty: 3043.941895
	Iteration 49Q: 3 clusters Score -1424803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1424804.125000 Penalty: 3043.941895
	Iteration 50Q: 3 clusters Score -1424804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1424806.500000 Penalty: 3043.941895
	Iteration 51Q: 3 clusters Score -1424806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1424805.750000 Penalty: 3043.941895
	Iteration 52Q: 3 clusters Score -1424806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1424806.875000 Penalty: 3043.941895
	Iteration 53Q: 3 clusters Score -1424807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1424810.625000 Penalty: 3043.941895
	Iteration 54Q: 3 clusters Score -1424811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1424810.250000 Penalty: 3043.941895
	Iteration 55Q: 3 clusters Score -1424810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1424810.250000 Penalty: 3043.941895
	Iteration 56Q: 3 clusters Score -1424810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1424810.250000 Penalty: 3043.941895
	Iteration 57Q: 3 clusters Score -1424810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1424814.125000 Penalty: 3043.941895
	Iteration 58Q: 3 clusters Score -1424814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1424815.375000 Penalty: 3043.941895
	Iteration 59Q: 3 clusters Score -1424815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1424817.000000 Penalty: 3043.941895
	Iteration 60F: 3 clusters Score -1424817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1424820.250000 Penalty: 3043.941895
	Iteration 61Q: 3 clusters Score -1424820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1424819.000000 Penalty: 3043.941895
	Iteration 62Q: 3 clusters Score -1424819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1424820.125000 Penalty: 3043.941895
	Iteration 63Q: 3 clusters Score -1424820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1424822.500000 Penalty: 3043.941895
	Iteration 64Q: 3 clusters Score -1424822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1424823.500000 Penalty: 3043.941895
	Iteration 65Q: 3 clusters Score -1424824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1424821.125000 Penalty: 3043.941895
	Iteration 66Q: 3 clusters Score -1424821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1424822.125000 Penalty: 3043.941895
	Iteration 67Q: 3 clusters Score -1424822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1424824.750000 Penalty: 3043.941895
	Iteration 68Q: 3 clusters Score -1424825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1424824.375000 Penalty: 3043.941895
	Iteration 69Q: 3 clusters Score -1424824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1424825.000000 Penalty: 3043.941895
	Iteration 70Q: 3 clusters Score -1424825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1424826.000000 Penalty: 3043.941895
	Iteration 71Q: 3 clusters Score -1424826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1424824.625000 Penalty: 3043.941895
	Iteration 72Q: 3 clusters Score -1424825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1424825.375000 Penalty: 3043.941895
	Iteration 73Q: 3 clusters Score -1424825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1424826.375000 Penalty: 3043.941895
	Iteration 74Q: 3 clusters Score -1424826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1424825.875000 Penalty: 3043.941895
	Iteration 75Q: 3 clusters Score -1424826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1424825.875000 Penalty: 3043.941895
	Iteration 76F: 3 clusters Score -1424826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -157409.218750 Penalty: 1172.715332
	Iteration 0F: 2 clusters Score -157409.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -155767.078125 Penalty: 2345.430664
	Iteration 0F: 3 clusters Score -155767.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -156052.609375 Penalty: 2345.430664
	Iteration 1F: 3 clusters Score -156052.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -156121.953125 Penalty: 2345.430664
	Iteration 2F: 3 clusters Score -156122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -156166.796875 Penalty: 2345.430664
	Iteration 3Q: 3 clusters Score -156166.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -156188.671875 Penalty: 2345.430664
	Iteration 4Q: 3 clusters Score -156188.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -156202.921875 Penalty: 2345.430664
	Iteration 5Q: 3 clusters Score -156202.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -156210.265625 Penalty: 2345.430664
	Iteration 6Q: 3 clusters Score -156210.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156214.109375 Penalty: 2345.430664
	Iteration 7Q: 3 clusters Score -156214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -156217.031250 Penalty: 2345.430664
	Iteration 8Q: 3 clusters Score -156217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -156221.968750 Penalty: 2345.430664
	Iteration 9Q: 3 clusters Score -156222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -156226.750000 Penalty: 2345.430664
	Iteration 10Q: 3 clusters Score -156226.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -156232.406250 Penalty: 2345.430664
	Iteration 11Q: 3 clusters Score -156232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156237.593750 Penalty: 2345.430664
	Iteration 12Q: 3 clusters Score -156237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -156241.796875 Penalty: 2345.430664
	Iteration 13Q: 3 clusters Score -156241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -156250.500000 Penalty: 2345.430664
	Iteration 14Q: 3 clusters Score -156250.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156257.390625 Penalty: 2345.430664
	Iteration 15Q: 3 clusters Score -156257.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -156263.421875 Penalty: 2345.430664
	Iteration 16Q: 3 clusters Score -156263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -156266.125000 Penalty: 2345.430664
	Iteration 17Q: 3 clusters Score -156266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -156267.406250 Penalty: 2345.430664
	Iteration 18Q: 3 clusters Score -156267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -156268.156250 Penalty: 2345.430664
	Iteration 19Q: 3 clusters Score -156268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -156269.562500 Penalty: 2345.430664
	Iteration 20F: 3 clusters Score -156269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156272.015625 Penalty: 2345.430664
	Iteration 21Q: 3 clusters Score -156272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -156275.859375 Penalty: 2345.430664
	Iteration 22Q: 3 clusters Score -156275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -156277.109375 Penalty: 2345.430664
	Iteration 23Q: 3 clusters Score -156277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -156278.046875 Penalty: 2345.430664
	Iteration 24Q: 3 clusters Score -156278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156278.500000 Penalty: 2345.430664
	Iteration 25Q: 3 clusters Score -156278.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156278.593750 Penalty: 2345.430664
	Iteration 26Q: 3 clusters Score -156278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156279.062500 Penalty: 2345.430664
	Iteration 27Q: 3 clusters Score -156279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156279.062500 Penalty: 2345.430664
	Iteration 28F: 3 clusters Score -156279.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Entering Unmasked Estep 
Score: -3239650.250000 Penalty: 1651.775757
	Iteration 0F: 2 clusters Score -3239650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3223021.500000 Penalty: 3303.551514
	Iteration 0F: 3 clusters Score -3223022 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3229696.250000 Penalty: 3303.551514
	Iteration 1F: 3 clusters Score -3229696 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3230182.000000 Penalty: 3303.551514
	Iteration 2F: 3 clusters Score -3230182 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3230719.250000 Penalty: 3303.551514
	Iteration 3F: 3 clusters Score -3230719 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3231406.000000 Penalty: 3303.551514
	Iteration 4F: 3 clusters Score -3231406 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3232244.750000 Penalty: 3303.551514
	Iteration 5F: 3 clusters Score -3232245 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3233203.500000 Penalty: 3303.551514
	Iteration 6F: 3 clusters Score -3233204 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -3234220.000000 Penalty: 3303.551514
	Iteration 7F: 3 clusters Score -3234220 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3235061.000000 Penalty: 3303.551514
	Iteration 8Q: 3 clusters Score -3235061 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3235613.750000 Penalty: 3303.551514
	Iteration 9Q: 3 clusters Score -3235614 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3235934.250000 Penalty: 3303.551514
	Iteration 10Q: 3 clusters Score -3235934 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3236152.750000 Penalty: 3303.551514
	Iteration 11Q: 3 clusters Score -3236153 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3236319.500000 Penalty: 3303.551514
	Iteration 12Q: 3 clusters Score -3236320 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3236496.750000 Penalty: 3303.551514
	Iteration 13Q: 3 clusters Score -3236497 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3236670.750000 Penalty: 3303.551514
	Iteration 14Q: 3 clusters Score -3236671 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3236837.500000 Penalty: 3303.551514
	Iteration 15Q: 3 clusters Score -3236838 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3237025.250000 Penalty: 3303.551514
	Iteration 16Q: 3 clusters Score -3237025 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3237204.750000 Penalty: 3303.551514
	Iteration 17Q: 3 clusters Score -3237205 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3237362.500000 Penalty: 3303.551514
	Iteration 18Q: 3 clusters Score -3237362 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3237525.250000 Penalty: 3303.551514
	Iteration 19Q: 3 clusters Score -3237525 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3237670.750000 Penalty: 3303.551514
	Iteration 20F: 3 clusters Score -3237671 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3237796.250000 Penalty: 3303.551514
	Iteration 21Q: 3 clusters Score -3237796 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3237923.000000 Penalty: 3303.551514
	Iteration 22Q: 3 clusters Score -3237923 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3238036.250000 Penalty: 3303.551514
	Iteration 23Q: 3 clusters Score -3238036 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3238130.750000 Penalty: 3303.551514
	Iteration 24Q: 3 clusters Score -3238131 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3238228.250000 Penalty: 3303.551514
	Iteration 25Q: 3 clusters Score -3238228 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3238286.250000 Penalty: 3303.551514
	Iteration 26Q: 3 clusters Score -3238286 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3238315.250000 Penalty: 3303.551514
	Iteration 27Q: 3 clusters Score -3238315 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3238335.750000 Penalty: 3303.551514
	Iteration 28Q: 3 clusters Score -3238336 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3238373.500000 Penalty: 3303.551514
	Iteration 29Q: 3 clusters Score -3238374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3238389.500000 Penalty: 3303.551514
	Iteration 30Q: 3 clusters Score -3238390 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3238378.500000 Penalty: 3303.551514
	Iteration 31Q: 3 clusters Score -3238378 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3238376.250000 Penalty: 3303.551514
	Iteration 32Q: 3 clusters Score -3238376 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3238378.250000 Penalty: 3303.551514
	Iteration 33Q: 3 clusters Score -3238378 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3238383.500000 Penalty: 3303.551514
	Iteration 34Q: 3 clusters Score -3238384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3238387.750000 Penalty: 3303.551514
	Iteration 35Q: 3 clusters Score -3238388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3238392.500000 Penalty: 3303.551514
	Iteration 36Q: 3 clusters Score -3238392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3238385.250000 Penalty: 3303.551514
	Iteration 37Q: 3 clusters Score -3238385 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3238384.000000 Penalty: 3303.551514
	Iteration 38Q: 3 clusters Score -3238384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3238385.750000 Penalty: 3303.551514
	Iteration 39Q: 3 clusters Score -3238386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3238391.750000 Penalty: 3303.551514
	Iteration 40F: 3 clusters Score -3238392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3238401.000000 Penalty: 3303.551514
	Iteration 41Q: 3 clusters Score -3238401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3238392.250000 Penalty: 3303.551514
	Iteration 42Q: 3 clusters Score -3238392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3238386.000000 Penalty: 3303.551514
	Iteration 43Q: 3 clusters Score -3238386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3238394.250000 Penalty: 3303.551514
	Iteration 44Q: 3 clusters Score -3238394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3238401.500000 Penalty: 3303.551514
	Iteration 45Q: 3 clusters Score -3238402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3238407.750000 Penalty: 3303.551514
	Iteration 46Q: 3 clusters Score -3238408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3238412.500000 Penalty: 3303.551514
	Iteration 47Q: 3 clusters Score -3238412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3238410.500000 Penalty: 3303.551514
	Iteration 48Q: 3 clusters Score -3238410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3238404.500000 Penalty: 3303.551514
	Iteration 49Q: 3 clusters Score -3238404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3238408.500000 Penalty: 3303.551514
	Iteration 50Q: 3 clusters Score -3238408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3238413.500000 Penalty: 3303.551514
	Iteration 51Q: 3 clusters Score -3238414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3238410.750000 Penalty: 3303.551514
	Iteration 52Q: 3 clusters Score -3238411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3238405.750000 Penalty: 3303.551514
	Iteration 53Q: 3 clusters Score -3238406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3238397.500000 Penalty: 3303.551514
	Iteration 54Q: 3 clusters Score -3238398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3238402.500000 Penalty: 3303.551514
	Iteration 55Q: 3 clusters Score -3238402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3238400.000000 Penalty: 3303.551514
	Iteration 56Q: 3 clusters Score -3238400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3238400.750000 Penalty: 3303.551514
	Iteration 57Q: 3 clusters Score -3238401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3238398.750000 Penalty: 3303.551514
	Iteration 58Q: 3 clusters Score -3238399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3238400.750000 Penalty: 3303.551514
	Iteration 59Q: 3 clusters Score -3238401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3238401.000000 Penalty: 3303.551514
	Iteration 60F: 3 clusters Score -3238401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3238402.750000 Penalty: 3303.551514
	Iteration 61Q: 3 clusters Score -3238403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3238407.750000 Penalty: 3303.551514
	Iteration 62Q: 3 clusters Score -3238408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3238400.500000 Penalty: 3303.551514
	Iteration 63Q: 3 clusters Score -3238400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3238403.250000 Penalty: 3303.551514
	Iteration 64Q: 3 clusters Score -3238403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3238404.250000 Penalty: 3303.551514
	Iteration 65Q: 3 clusters Score -3238404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3238409.750000 Penalty: 3303.551514
	Iteration 66Q: 3 clusters Score -3238410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3238408.500000 Penalty: 3303.551514
	Iteration 67Q: 3 clusters Score -3238408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3238407.250000 Penalty: 3303.551514
	Iteration 68Q: 3 clusters Score -3238407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3238414.000000 Penalty: 3303.551514
	Iteration 69Q: 3 clusters Score -3238414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3238414.000000 Penalty: 3303.551514
	Iteration 70F: 3 clusters Score -3238414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -273363.781250 Penalty: 1255.437866
	Iteration 0F: 2 clusters Score -273363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -271089.406250 Penalty: 2510.875732
	Iteration 0F: 3 clusters Score -271089.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -271586.531250 Penalty: 2510.875732
	Iteration 1F: 3 clusters Score -271586.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -271664.781250 Penalty: 2510.875732
	Iteration 2F: 3 clusters Score -271664.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -271731.125000 Penalty: 2510.875732
	Iteration 3Q: 3 clusters Score -271731.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -271780.281250 Penalty: 2510.875732
	Iteration 4Q: 3 clusters Score -271780.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -271823.031250 Penalty: 2510.875732
	Iteration 5Q: 3 clusters Score -271823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -271844.125000 Penalty: 2510.875732
	Iteration 6Q: 3 clusters Score -271844.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -271865.500000 Penalty: 2510.875732
	Iteration 7Q: 3 clusters Score -271865.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -271877.312500 Penalty: 2510.875732
	Iteration 8Q: 3 clusters Score -271877.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -271884.343750 Penalty: 2510.875732
	Iteration 9Q: 3 clusters Score -271884.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -271890.593750 Penalty: 2510.875732
	Iteration 10Q: 3 clusters Score -271890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -271894.281250 Penalty: 2510.875732
	Iteration 11Q: 3 clusters Score -271894.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -271898.031250 Penalty: 2510.875732
	Iteration 12Q: 3 clusters Score -271898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -271898.437500 Penalty: 2510.875732
	Iteration 13Q: 3 clusters Score -271898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -271899.375000 Penalty: 2510.875732
	Iteration 14Q: 3 clusters Score -271899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -271900.250000 Penalty: 2510.875732
	Iteration 15Q: 3 clusters Score -271900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -271900.250000 Penalty: 2510.875732
	Iteration 16F: 3 clusters Score -271900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Entering Unmasked Estep 
Score: -3951417.750000 Penalty: 1688.386719
	Iteration 0F: 2 clusters Score -3951418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3930807.750000 Penalty: 3376.773438
	Iteration 0F: 3 clusters Score -3930808 nChanged 14982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3938984.000000 Penalty: 3376.773438
	Iteration 1F: 3 clusters Score -3938984 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3939343.750000 Penalty: 3376.773438
	Iteration 2Q: 3 clusters Score -3939344 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3939650.750000 Penalty: 3376.773438
	Iteration 3Q: 3 clusters Score -3939651 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3939983.250000 Penalty: 3376.773438
	Iteration 4Q: 3 clusters Score -3939983 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3940341.000000 Penalty: 3376.773438
	Iteration 5Q: 3 clusters Score -3940341 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3940797.000000 Penalty: 3376.773438
	Iteration 6Q: 3 clusters Score -3940797 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3941375.000000 Penalty: 3376.773438
	Iteration 7Q: 3 clusters Score -3941375 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3942144.500000 Penalty: 3376.773438
	Iteration 8Q: 3 clusters Score -3942144 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3943122.500000 Penalty: 3376.773438
	Iteration 9F: 3 clusters Score -3943122 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3944204.250000 Penalty: 3376.773438
	Iteration 10F: 3 clusters Score -3944204 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3945166.500000 Penalty: 3376.773438
	Iteration 11F: 3 clusters Score -3945166 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3945811.250000 Penalty: 3376.773438
	Iteration 12Q: 3 clusters Score -3945811 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3946181.750000 Penalty: 3376.773438
	Iteration 13Q: 3 clusters Score -3946182 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3946356.750000 Penalty: 3376.773438
	Iteration 14Q: 3 clusters Score -3946357 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3946457.000000 Penalty: 3376.773438
	Iteration 15Q: 3 clusters Score -3946457 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -3946513.250000 Penalty: 3376.773438
	Iteration 16Q: 3 clusters Score -3946513 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3946556.250000 Penalty: 3376.773438
	Iteration 17Q: 3 clusters Score -3946556 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3946606.000000 Penalty: 3376.773438
	Iteration 18Q: 3 clusters Score -3946606 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3946658.250000 Penalty: 3376.773438
	Iteration 19Q: 3 clusters Score -3946658 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3946689.250000 Penalty: 3376.773438
	Iteration 20F: 3 clusters Score -3946689 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3946711.750000 Penalty: 3376.773438
	Iteration 21Q: 3 clusters Score -3946712 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3946756.250000 Penalty: 3376.773438
	Iteration 22Q: 3 clusters Score -3946756 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3946803.000000 Penalty: 3376.773438
	Iteration 23Q: 3 clusters Score -3946803 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3946854.000000 Penalty: 3376.773438
	Iteration 24Q: 3 clusters Score -3946854 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -3946875.250000 Penalty: 3376.773438
	Iteration 25Q: 3 clusters Score -3946875 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3946916.250000 Penalty: 3376.773438
	Iteration 26Q: 3 clusters Score -3946916 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3946947.250000 Penalty: 3376.773438
	Iteration 27Q: 3 clusters Score -3946947 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3946968.500000 Penalty: 3376.773438
	Iteration 28Q: 3 clusters Score -3946968 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3946986.000000 Penalty: 3376.773438
	Iteration 29Q: 3 clusters Score -3946986 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -3946998.250000 Penalty: 3376.773438
	Iteration 30Q: 3 clusters Score -3946998 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3947021.750000 Penalty: 3376.773438
	Iteration 31Q: 3 clusters Score -3947022 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3947038.250000 Penalty: 3376.773438
	Iteration 32Q: 3 clusters Score -3947038 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3947032.500000 Penalty: 3376.773438
	Iteration 33Q: 3 clusters Score -3947032 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3947042.500000 Penalty: 3376.773438
	Iteration 34Q: 3 clusters Score -3947042 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3947064.500000 Penalty: 3376.773438
	Iteration 35Q: 3 clusters Score -3947064 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -3947066.500000 Penalty: 3376.773438
	Iteration 36Q: 3 clusters Score -3947066 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3947094.000000 Penalty: 3376.773438
	Iteration 37Q: 3 clusters Score -3947094 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -3947096.000000 Penalty: 3376.773438
	Iteration 38Q: 3 clusters Score -3947096 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3947092.500000 Penalty: 3376.773438
	Iteration 39Q: 3 clusters Score -3947092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3947099.000000 Penalty: 3376.773438
	Iteration 40F: 3 clusters Score -3947099 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3947119.250000 Penalty: 3376.773438
	Iteration 41Q: 3 clusters Score -3947119 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3947126.750000 Penalty: 3376.773438
	Iteration 42Q: 3 clusters Score -3947127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3947135.750000 Penalty: 3376.773438
	Iteration 43Q: 3 clusters Score -3947136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3947150.250000 Penalty: 3376.773438
	Iteration 44Q: 3 clusters Score -3947150 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3947174.250000 Penalty: 3376.773438
	Iteration 45Q: 3 clusters Score -3947174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3947185.500000 Penalty: 3376.773438
	Iteration 46Q: 3 clusters Score -3947186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3947191.000000 Penalty: 3376.773438
	Iteration 47Q: 3 clusters Score -3947191 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3947195.000000 Penalty: 3376.773438
	Iteration 48Q: 3 clusters Score -3947195 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3947199.000000 Penalty: 3376.773438
	Iteration 49Q: 3 clusters Score -3947199 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3947219.250000 Penalty: 3376.773438
	Iteration 50Q: 3 clusters Score -3947219 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3947228.750000 Penalty: 3376.773438
	Iteration 51Q: 3 clusters Score -3947229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3947226.250000 Penalty: 3376.773438
	Iteration 52Q: 3 clusters Score -3947226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3947231.000000 Penalty: 3376.773438
	Iteration 53Q: 3 clusters Score -3947231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3947231.250000 Penalty: 3376.773438
	Iteration 54Q: 3 clusters Score -3947231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3947228.500000 Penalty: 3376.773438
	Iteration 55Q: 3 clusters Score -3947228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3947240.500000 Penalty: 3376.773438
	Iteration 56Q: 3 clusters Score -3947240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -3947247.000000 Penalty: 3376.773438
	Iteration 57Q: 3 clusters Score -3947247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3947251.500000 Penalty: 3376.773438
	Iteration 58Q: 3 clusters Score -3947252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3947260.000000 Penalty: 3376.773438
	Iteration 59Q: 3 clusters Score -3947260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3947253.250000 Penalty: 3376.773438
	Iteration 60F: 3 clusters Score -3947253 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3947267.250000 Penalty: 3376.773438
	Iteration 61Q: 3 clusters Score -3947267 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3947277.000000 Penalty: 3376.773438
	Iteration 62Q: 3 clusters Score -3947277 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3947299.500000 Penalty: 3376.773438
	Iteration 63Q: 3 clusters Score -3947300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3947318.000000 Penalty: 3376.773438
	Iteration 64Q: 3 clusters Score -3947318 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3947319.000000 Penalty: 3376.773438
	Iteration 65Q: 3 clusters Score -3947319 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -3947323.500000 Penalty: 3376.773438
	Iteration 66Q: 3 clusters Score -3947324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3947337.500000 Penalty: 3376.773438
	Iteration 67Q: 3 clusters Score -3947338 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3947337.750000 Penalty: 3376.773438
	Iteration 68Q: 3 clusters Score -3947338 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3947350.000000 Penalty: 3376.773438
	Iteration 69Q: 3 clusters Score -3947350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3947363.750000 Penalty: 3376.773438
	Iteration 70Q: 3 clusters Score -3947364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3947370.250000 Penalty: 3376.773438
	Iteration 71Q: 3 clusters Score -3947370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3947376.750000 Penalty: 3376.773438
	Iteration 72Q: 3 clusters Score -3947377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3947381.500000 Penalty: 3376.773438
	Iteration 73Q: 3 clusters Score -3947382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3947388.250000 Penalty: 3376.773438
	Iteration 74Q: 3 clusters Score -3947388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3947403.750000 Penalty: 3376.773438
	Iteration 75Q: 3 clusters Score -3947404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3947410.250000 Penalty: 3376.773438
	Iteration 76Q: 3 clusters Score -3947410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3947410.750000 Penalty: 3376.773438
	Iteration 77Q: 3 clusters Score -3947411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3947419.250000 Penalty: 3376.773438
	Iteration 78Q: 3 clusters Score -3947419 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -3947428.500000 Penalty: 3376.773438
	Iteration 79Q: 3 clusters Score -3947428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3947423.000000 Penalty: 3376.773438
	Iteration 80F: 3 clusters Score -3947423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3947420.500000 Penalty: 3376.773438
	Iteration 81Q: 3 clusters Score -3947420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3947432.250000 Penalty: 3376.773438
	Iteration 82Q: 3 clusters Score -3947432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3947440.250000 Penalty: 3376.773438
	Iteration 83Q: 3 clusters Score -3947440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3947446.000000 Penalty: 3376.773438
	Iteration 84Q: 3 clusters Score -3947446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3947453.500000 Penalty: 3376.773438
	Iteration 85Q: 3 clusters Score -3947454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3947460.000000 Penalty: 3376.773438
	Iteration 86Q: 3 clusters Score -3947460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3947470.750000 Penalty: 3376.773438
	Iteration 87Q: 3 clusters Score -3947471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3947479.750000 Penalty: 3376.773438
	Iteration 88Q: 3 clusters Score -3947480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -3947495.500000 Penalty: 3376.773438
	Iteration 89Q: 3 clusters Score -3947496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3947510.750000 Penalty: 3376.773438
	Iteration 90Q: 3 clusters Score -3947511 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3947517.500000 Penalty: 3376.773438
	Iteration 91Q: 3 clusters Score -3947518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3947516.750000 Penalty: 3376.773438
	Iteration 92Q: 3 clusters Score -3947517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3947528.750000 Penalty: 3376.773438
	Iteration 93Q: 3 clusters Score -3947529 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3947529.500000 Penalty: 3376.773438
	Iteration 94Q: 3 clusters Score -3947530 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3947536.500000 Penalty: 3376.773438
	Iteration 95Q: 3 clusters Score -3947536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3947543.500000 Penalty: 3376.773438
	Iteration 96Q: 3 clusters Score -3947544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3947552.000000 Penalty: 3376.773438
	Iteration 97Q: 3 clusters Score -3947552 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3947550.250000 Penalty: 3376.773438
	Iteration 98Q: 3 clusters Score -3947550 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3947559.500000 Penalty: 3376.773438
	Iteration 99Q: 3 clusters Score -3947560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3947581.000000 Penalty: 3376.773438
	Iteration 100F: 3 clusters Score -3947581 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3947591.000000 Penalty: 3376.773438
	Iteration 101Q: 3 clusters Score -3947591 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3947602.000000 Penalty: 3376.773438
	Iteration 102Q: 3 clusters Score -3947602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3947616.500000 Penalty: 3376.773438
	Iteration 103Q: 3 clusters Score -3947616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3947626.750000 Penalty: 3376.773438
	Iteration 104Q: 3 clusters Score -3947627 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3947627.750000 Penalty: 3376.773438
	Iteration 105Q: 3 clusters Score -3947628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3947632.500000 Penalty: 3376.773438
	Iteration 106Q: 3 clusters Score -3947632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3947650.500000 Penalty: 3376.773438
	Iteration 107Q: 3 clusters Score -3947650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3947650.750000 Penalty: 3376.773438
	Iteration 108Q: 3 clusters Score -3947651 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3947660.750000 Penalty: 3376.773438
	Iteration 109Q: 3 clusters Score -3947661 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3947672.000000 Penalty: 3376.773438
	Iteration 110Q: 3 clusters Score -3947672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3947681.000000 Penalty: 3376.773438
	Iteration 111Q: 3 clusters Score -3947681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3947683.750000 Penalty: 3376.773438
	Iteration 112Q: 3 clusters Score -3947684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3947687.000000 Penalty: 3376.773438
	Iteration 113Q: 3 clusters Score -3947687 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -3947698.000000 Penalty: 3376.773438
	Iteration 114Q: 3 clusters Score -3947698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -3947726.000000 Penalty: 3376.773438
	Iteration 115Q: 3 clusters Score -3947726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3947744.500000 Penalty: 3376.773438
	Iteration 116Q: 3 clusters Score -3947744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3947769.000000 Penalty: 3376.773438
	Iteration 117Q: 3 clusters Score -3947769 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3947781.500000 Penalty: 3376.773438
	Iteration 118Q: 3 clusters Score -3947782 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3947816.250000 Penalty: 3376.773438
	Iteration 119Q: 3 clusters Score -3947816 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3947852.000000 Penalty: 3376.773438
	Iteration 120F: 3 clusters Score -3947852 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -3947890.000000 Penalty: 3376.773438
	Iteration 121Q: 3 clusters Score -3947890 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3947924.500000 Penalty: 3376.773438
	Iteration 122Q: 3 clusters Score -3947924 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3947941.000000 Penalty: 3376.773438
	Iteration 123Q: 3 clusters Score -3947941 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3947966.750000 Penalty: 3376.773438
	Iteration 124Q: 3 clusters Score -3947967 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -3947996.000000 Penalty: 3376.773438
	Iteration 125Q: 3 clusters Score -3947996 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3948036.000000 Penalty: 3376.773438
	Iteration 126Q: 3 clusters Score -3948036 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -3948079.750000 Penalty: 3376.773438
	Iteration 127Q: 3 clusters Score -3948080 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -3948114.500000 Penalty: 3376.773438
	Iteration 128Q: 3 clusters Score -3948114 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -3948157.500000 Penalty: 3376.773438
	Iteration 129Q: 3 clusters Score -3948158 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3948198.750000 Penalty: 3376.773438
	Iteration 130Q: 3 clusters Score -3948199 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3948253.000000 Penalty: 3376.773438
	Iteration 131Q: 3 clusters Score -3948253 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3948306.250000 Penalty: 3376.773438
	Iteration 132Q: 3 clusters Score -3948306 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3948358.750000 Penalty: 3376.773438
	Iteration 133Q: 3 clusters Score -3948359 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3948449.750000 Penalty: 3376.773438
	Iteration 134Q: 3 clusters Score -3948450 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3948536.250000 Penalty: 3376.773438
	Iteration 135Q: 3 clusters Score -3948536 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3948602.250000 Penalty: 3376.773438
	Iteration 136Q: 3 clusters Score -3948602 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3948645.000000 Penalty: 3376.773438
	Iteration 137Q: 3 clusters Score -3948645 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3948709.500000 Penalty: 3376.773438
	Iteration 138Q: 3 clusters Score -3948710 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3948747.000000 Penalty: 3376.773438
	Iteration 139Q: 3 clusters Score -3948747 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -3948820.000000 Penalty: 3376.773438
	Iteration 140F: 3 clusters Score -3948820 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -3948884.250000 Penalty: 3376.773438
	Iteration 141Q: 3 clusters Score -3948884 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -3948965.250000 Penalty: 3376.773438
	Iteration 142Q: 3 clusters Score -3948965 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -3949042.750000 Penalty: 3376.773438
	Iteration 143Q: 3 clusters Score -3949043 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3949116.500000 Penalty: 3376.773438
	Iteration 144Q: 3 clusters Score -3949116 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -3949192.250000 Penalty: 3376.773438
	Iteration 145Q: 3 clusters Score -3949192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -3949257.750000 Penalty: 3376.773438
	Iteration 146Q: 3 clusters Score -3949258 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -3949318.000000 Penalty: 3376.773438
	Iteration 147Q: 3 clusters Score -3949318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -3949376.500000 Penalty: 3376.773438
	Iteration 148Q: 3 clusters Score -3949376 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -3949420.500000 Penalty: 3376.773438
	Iteration 149Q: 3 clusters Score -3949420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -3949463.250000 Penalty: 3376.773438
	Iteration 150Q: 3 clusters Score -3949463 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -3949497.500000 Penalty: 3376.773438
	Iteration 151Q: 3 clusters Score -3949498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -3949526.750000 Penalty: 3376.773438
	Iteration 152Q: 3 clusters Score -3949527 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -3949552.750000 Penalty: 3376.773438
	Iteration 153Q: 3 clusters Score -3949553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3949586.500000 Penalty: 3376.773438
	Iteration 154Q: 3 clusters Score -3949586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -3949617.250000 Penalty: 3376.773438
	Iteration 155Q: 3 clusters Score -3949617 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -3949646.750000 Penalty: 3376.773438
	Iteration 156Q: 3 clusters Score -3949647 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3949673.750000 Penalty: 3376.773438
	Iteration 157Q: 3 clusters Score -3949674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -3949686.500000 Penalty: 3376.773438
	Iteration 158Q: 3 clusters Score -3949686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -3949706.750000 Penalty: 3376.773438
	Iteration 159Q: 3 clusters Score -3949707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -3949719.000000 Penalty: 3376.773438
	Iteration 160F: 3 clusters Score -3949719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -3949727.000000 Penalty: 3376.773438
	Iteration 161Q: 3 clusters Score -3949727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -3949734.750000 Penalty: 3376.773438
	Iteration 162Q: 3 clusters Score -3949735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3949744.500000 Penalty: 3376.773438
	Iteration 163Q: 3 clusters Score -3949744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -3949748.750000 Penalty: 3376.773438
	Iteration 164Q: 3 clusters Score -3949749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -3949755.750000 Penalty: 3376.773438
	Iteration 165Q: 3 clusters Score -3949756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -3949776.750000 Penalty: 3376.773438
	Iteration 166Q: 3 clusters Score -3949777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -3949785.500000 Penalty: 3376.773438
	Iteration 167Q: 3 clusters Score -3949786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -3949791.500000 Penalty: 3376.773438
	Iteration 168Q: 3 clusters Score -3949792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -3949795.750000 Penalty: 3376.773438
	Iteration 169Q: 3 clusters Score -3949796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -3949797.500000 Penalty: 3376.773438
	Iteration 170Q: 3 clusters Score -3949798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -3949800.750000 Penalty: 3376.773438
	Iteration 171Q: 3 clusters Score -3949801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -3949806.750000 Penalty: 3376.773438
	Iteration 172Q: 3 clusters Score -3949807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -3949810.500000 Penalty: 3376.773438
	Iteration 173Q: 3 clusters Score -3949810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -3949813.500000 Penalty: 3376.773438
	Iteration 174Q: 3 clusters Score -3949814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -3949811.000000 Penalty: 3376.773438
	Iteration 175Q: 3 clusters Score -3949811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -3949812.500000 Penalty: 3376.773438
	Iteration 176Q: 3 clusters Score -3949812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -3949811.000000 Penalty: 3376.773438
	Iteration 177Q: 3 clusters Score -3949811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -3949811.000000 Penalty: 3376.773438
	Iteration 178F: 3 clusters Score -3949811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Entering Unmasked Estep 
Score: -4564635.500000 Penalty: 1711.313843
	Iteration 0F: 2 clusters Score -4564636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -4541019.000000 Penalty: 3422.627686
	Iteration 0F: 3 clusters Score -4541019 nChanged 17478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -4550900.000000 Penalty: 3422.627686
	Iteration 1F: 3 clusters Score -4550900 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4551417.000000 Penalty: 3422.627686
	Iteration 2Q: 3 clusters Score -4551417 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4552003.000000 Penalty: 3422.627686
	Iteration 3Q: 3 clusters Score -4552003 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -4552741.000000 Penalty: 3422.627686
	Iteration 4Q: 3 clusters Score -4552741 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4553701.500000 Penalty: 3422.627686
	Iteration 5F: 3 clusters Score -4553702 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4554822.500000 Penalty: 3422.627686
	Iteration 6F: 3 clusters Score -4554822 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4556196.000000 Penalty: 3422.627686
	Iteration 7F: 3 clusters Score -4556196 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -4557565.500000 Penalty: 3422.627686
	Iteration 8F: 3 clusters Score -4557566 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -4558826.000000 Penalty: 3422.627686
	Iteration 9F: 3 clusters Score -4558826 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -4559718.500000 Penalty: 3422.627686
	Iteration 10Q: 3 clusters Score -4559718 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -4560120.000000 Penalty: 3422.627686
	Iteration 11Q: 3 clusters Score -4560120 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -4560373.000000 Penalty: 3422.627686
	Iteration 12Q: 3 clusters Score -4560373 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -4560532.500000 Penalty: 3422.627686
	Iteration 13Q: 3 clusters Score -4560532 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4560655.000000 Penalty: 3422.627686
	Iteration 14Q: 3 clusters Score -4560655 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4560753.000000 Penalty: 3422.627686
	Iteration 15Q: 3 clusters Score -4560753 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -4560815.000000 Penalty: 3422.627686
	Iteration 16Q: 3 clusters Score -4560815 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -4560865.000000 Penalty: 3422.627686
	Iteration 17Q: 3 clusters Score -4560865 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4560912.000000 Penalty: 3422.627686
	Iteration 18Q: 3 clusters Score -4560912 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -4560931.500000 Penalty: 3422.627686
	Iteration 19Q: 3 clusters Score -4560932 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4560936.500000 Penalty: 3422.627686
	Iteration 20F: 3 clusters Score -4560936 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -4560966.500000 Penalty: 3422.627686
	Iteration 21Q: 3 clusters Score -4560966 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -4560981.000000 Penalty: 3422.627686
	Iteration 22Q: 3 clusters Score -4560981 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -4560972.500000 Penalty: 3422.627686
	Iteration 23Q: 3 clusters Score -4560972 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -4560974.000000 Penalty: 3422.627686
	Iteration 24Q: 3 clusters Score -4560974 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -4560961.500000 Penalty: 3422.627686
	Iteration 25Q: 3 clusters Score -4560962 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -4560957.000000 Penalty: 3422.627686
	Iteration 26Q: 3 clusters Score -4560957 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4560953.000000 Penalty: 3422.627686
	Iteration 27Q: 3 clusters Score -4560953 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -4560956.000000 Penalty: 3422.627686
	Iteration 28Q: 3 clusters Score -4560956 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -4560954.500000 Penalty: 3422.627686
	Iteration 29Q: 3 clusters Score -4560954 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -4560952.500000 Penalty: 3422.627686
	Iteration 30Q: 3 clusters Score -4560952 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -4560941.000000 Penalty: 3422.627686
	Iteration 31Q: 3 clusters Score -4560941 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -4560932.000000 Penalty: 3422.627686
	Iteration 32Q: 3 clusters Score -4560932 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -4560901.500000 Penalty: 3422.627686
	Iteration 33Q: 3 clusters Score -4560902 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -4560890.000000 Penalty: 3422.627686
	Iteration 34Q: 3 clusters Score -4560890 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -4560886.500000 Penalty: 3422.627686
	Iteration 35Q: 3 clusters Score -4560886 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -4560859.000000 Penalty: 3422.627686
	Iteration 36Q: 3 clusters Score -4560859 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -4560851.500000 Penalty: 3422.627686
	Iteration 37Q: 3 clusters Score -4560852 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -4560877.500000 Penalty: 3422.627686
	Iteration 38Q: 3 clusters Score -4560878 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -4560869.500000 Penalty: 3422.627686
	Iteration 39Q: 3 clusters Score -4560870 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -4560876.500000 Penalty: 3422.627686
	Iteration 40F: 3 clusters Score -4560876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4560861.500000 Penalty: 3422.627686
	Iteration 41Q: 3 clusters Score -4560862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4560851.000000 Penalty: 3422.627686
	Iteration 42Q: 3 clusters Score -4560851 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -4560859.000000 Penalty: 3422.627686
	Iteration 43Q: 3 clusters Score -4560859 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4560871.500000 Penalty: 3422.627686
	Iteration 44Q: 3 clusters Score -4560872 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4560874.500000 Penalty: 3422.627686
	Iteration 45Q: 3 clusters Score -4560874 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -4560898.000000 Penalty: 3422.627686
	Iteration 46Q: 3 clusters Score -4560898 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -4560920.000000 Penalty: 3422.627686
	Iteration 47Q: 3 clusters Score -4560920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -4560913.500000 Penalty: 3422.627686
	Iteration 48Q: 3 clusters Score -4560914 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -4560949.500000 Penalty: 3422.627686
	Iteration 49Q: 3 clusters Score -4560950 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -4560960.000000 Penalty: 3422.627686
	Iteration 50Q: 3 clusters Score -4560960 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -4560983.000000 Penalty: 3422.627686
	Iteration 51Q: 3 clusters Score -4560983 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4560981.000000 Penalty: 3422.627686
	Iteration 52Q: 3 clusters Score -4560981 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -4561002.500000 Penalty: 3422.627686
	Iteration 53Q: 3 clusters Score -4561002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -4561033.000000 Penalty: 3422.627686
	Iteration 54Q: 3 clusters Score -4561033 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4561071.000000 Penalty: 3422.627686
	Iteration 55Q: 3 clusters Score -4561071 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4561092.500000 Penalty: 3422.627686
	Iteration 56Q: 3 clusters Score -4561092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -4561119.000000 Penalty: 3422.627686
	Iteration 57Q: 3 clusters Score -4561119 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -4561147.500000 Penalty: 3422.627686
	Iteration 58Q: 3 clusters Score -4561148 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -4561195.000000 Penalty: 3422.627686
	Iteration 59Q: 3 clusters Score -4561195 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4561201.000000 Penalty: 3422.627686
	Iteration 60F: 3 clusters Score -4561201 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4561244.500000 Penalty: 3422.627686
	Iteration 61Q: 3 clusters Score -4561244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4561262.500000 Penalty: 3422.627686
	Iteration 62Q: 3 clusters Score -4561262 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4561316.000000 Penalty: 3422.627686
	Iteration 63Q: 3 clusters Score -4561316 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4561381.000000 Penalty: 3422.627686
	Iteration 64Q: 3 clusters Score -4561381 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4561452.500000 Penalty: 3422.627686
	Iteration 65Q: 3 clusters Score -4561452 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -4561505.500000 Penalty: 3422.627686
	Iteration 66Q: 3 clusters Score -4561506 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4561626.500000 Penalty: 3422.627686
	Iteration 67Q: 3 clusters Score -4561626 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4561715.500000 Penalty: 3422.627686
	Iteration 68Q: 3 clusters Score -4561716 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -4561730.500000 Penalty: 3422.627686
	Iteration 69Q: 3 clusters Score -4561730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4561799.500000 Penalty: 3422.627686
	Iteration 70Q: 3 clusters Score -4561800 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4561899.000000 Penalty: 3422.627686
	Iteration 71Q: 3 clusters Score -4561899 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4561989.500000 Penalty: 3422.627686
	Iteration 72Q: 3 clusters Score -4561990 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4562083.000000 Penalty: 3422.627686
	Iteration 73Q: 3 clusters Score -4562083 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4562183.500000 Penalty: 3422.627686
	Iteration 74Q: 3 clusters Score -4562184 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4562321.000000 Penalty: 3422.627686
	Iteration 75Q: 3 clusters Score -4562321 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4562435.000000 Penalty: 3422.627686
	Iteration 76Q: 3 clusters Score -4562435 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4562532.000000 Penalty: 3422.627686
	Iteration 77Q: 3 clusters Score -4562532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4562623.500000 Penalty: 3422.627686
	Iteration 78Q: 3 clusters Score -4562624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4562679.500000 Penalty: 3422.627686
	Iteration 79Q: 3 clusters Score -4562680 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4562751.500000 Penalty: 3422.627686
	Iteration 80F: 3 clusters Score -4562752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4562781.500000 Penalty: 3422.627686
	Iteration 81Q: 3 clusters Score -4562782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -4562843.000000 Penalty: 3422.627686
	Iteration 82Q: 3 clusters Score -4562843 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4562889.500000 Penalty: 3422.627686
	Iteration 83Q: 3 clusters Score -4562890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4562930.500000 Penalty: 3422.627686
	Iteration 84Q: 3 clusters Score -4562930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4562974.500000 Penalty: 3422.627686
	Iteration 85Q: 3 clusters Score -4562974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4563000.500000 Penalty: 3422.627686
	Iteration 86Q: 3 clusters Score -4563000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -4563007.500000 Penalty: 3422.627686
	Iteration 87Q: 3 clusters Score -4563008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4563028.000000 Penalty: 3422.627686
	Iteration 88Q: 3 clusters Score -4563028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4563034.500000 Penalty: 3422.627686
	Iteration 89Q: 3 clusters Score -4563034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -4563056.000000 Penalty: 3422.627686
	Iteration 90Q: 3 clusters Score -4563056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4563056.500000 Penalty: 3422.627686
	Iteration 91Q: 3 clusters Score -4563056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4563072.000000 Penalty: 3422.627686
	Iteration 92Q: 3 clusters Score -4563072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -4563081.000000 Penalty: 3422.627686
	Iteration 93Q: 3 clusters Score -4563081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4563091.000000 Penalty: 3422.627686
	Iteration 94Q: 3 clusters Score -4563091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -4563104.000000 Penalty: 3422.627686
	Iteration 95Q: 3 clusters Score -4563104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -4563111.500000 Penalty: 3422.627686
	Iteration 96Q: 3 clusters Score -4563112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4563116.000000 Penalty: 3422.627686
	Iteration 97Q: 3 clusters Score -4563116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4563122.500000 Penalty: 3422.627686
	Iteration 98Q: 3 clusters Score -4563122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -4563121.500000 Penalty: 3422.627686
	Iteration 99Q: 3 clusters Score -4563122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4563138.500000 Penalty: 3422.627686
	Iteration 100F: 3 clusters Score -4563138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -4563133.000000 Penalty: 3422.627686
	Iteration 101Q: 3 clusters Score -4563133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4563139.500000 Penalty: 3422.627686
	Iteration 102Q: 3 clusters Score -4563140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4563146.000000 Penalty: 3422.627686
	Iteration 103Q: 3 clusters Score -4563146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4563140.000000 Penalty: 3422.627686
	Iteration 104Q: 3 clusters Score -4563140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -4563146.500000 Penalty: 3422.627686
	Iteration 105Q: 3 clusters Score -4563146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4563155.500000 Penalty: 3422.627686
	Iteration 106Q: 3 clusters Score -4563156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4563158.000000 Penalty: 3422.627686
	Iteration 107Q: 3 clusters Score -4563158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4563162.500000 Penalty: 3422.627686
	Iteration 108Q: 3 clusters Score -4563162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4563159.000000 Penalty: 3422.627686
	Iteration 109Q: 3 clusters Score -4563159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -4563164.500000 Penalty: 3422.627686
	Iteration 110Q: 3 clusters Score -4563164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4563168.000000 Penalty: 3422.627686
	Iteration 111Q: 3 clusters Score -4563168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -4563167.500000 Penalty: 3422.627686
	Iteration 112Q: 3 clusters Score -4563168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -4563169.500000 Penalty: 3422.627686
	Iteration 113Q: 3 clusters Score -4563170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4563169.000000 Penalty: 3422.627686
	Iteration 114Q: 3 clusters Score -4563169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4563173.000000 Penalty: 3422.627686
	Iteration 115Q: 3 clusters Score -4563173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4563172.500000 Penalty: 3422.627686
	Iteration 116Q: 3 clusters Score -4563172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -4563168.500000 Penalty: 3422.627686
	Iteration 117Q: 3 clusters Score -4563168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -4563168.500000 Penalty: 3422.627686
	Iteration 118F: 3 clusters Score -4563168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Entering Unmasked Estep 
Score: -3846131.750000 Penalty: 1683.447510
	Iteration 0F: 2 clusters Score -3846132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3826067.000000 Penalty: 3366.895020
	Iteration 0F: 3 clusters Score -3826067 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3834206.250000 Penalty: 3366.895020
	Iteration 1F: 3 clusters Score -3834206 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -3834706.750000 Penalty: 3366.895020
	Iteration 2Q: 3 clusters Score -3834707 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3835229.750000 Penalty: 3366.895020
	Iteration 3Q: 3 clusters Score -3835230 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3835849.250000 Penalty: 3366.895020
	Iteration 4Q: 3 clusters Score -3835849 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3836670.000000 Penalty: 3366.895020
	Iteration 5F: 3 clusters Score -3836670 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -3837832.250000 Penalty: 3366.895020
	Iteration 6F: 3 clusters Score -3837832 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3839273.000000 Penalty: 3366.895020
	Iteration 7F: 3 clusters Score -3839273 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3840776.250000 Penalty: 3366.895020
	Iteration 8F: 3 clusters Score -3840776 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3842126.250000 Penalty: 3366.895020
	Iteration 9F: 3 clusters Score -3842126 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3842976.000000 Penalty: 3366.895020
	Iteration 10Q: 3 clusters Score -3842976 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -3843427.250000 Penalty: 3366.895020
	Iteration 11Q: 3 clusters Score -3843427 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3843760.500000 Penalty: 3366.895020
	Iteration 12Q: 3 clusters Score -3843760 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -3843930.500000 Penalty: 3366.895020
	Iteration 13Q: 3 clusters Score -3843930 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -3844038.750000 Penalty: 3366.895020
	Iteration 14Q: 3 clusters Score -3844039 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3844158.500000 Penalty: 3366.895020
	Iteration 15Q: 3 clusters Score -3844158 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3844219.250000 Penalty: 3366.895020
	Iteration 16Q: 3 clusters Score -3844219 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -3844342.500000 Penalty: 3366.895020
	Iteration 17Q: 3 clusters Score -3844342 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -3844413.250000 Penalty: 3366.895020
	Iteration 18Q: 3 clusters Score -3844413 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -3844469.000000 Penalty: 3366.895020
	Iteration 19Q: 3 clusters Score -3844469 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -3844521.750000 Penalty: 3366.895020
	Iteration 20F: 3 clusters Score -3844522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3844582.500000 Penalty: 3366.895020
	Iteration 21Q: 3 clusters Score -3844582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3844633.750000 Penalty: 3366.895020
	Iteration 22Q: 3 clusters Score -3844634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3844690.750000 Penalty: 3366.895020
	Iteration 23Q: 3 clusters Score -3844691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3844720.250000 Penalty: 3366.895020
	Iteration 24Q: 3 clusters Score -3844720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -3844742.500000 Penalty: 3366.895020
	Iteration 25Q: 3 clusters Score -3844742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -3844758.500000 Penalty: 3366.895020
	Iteration 26Q: 3 clusters Score -3844758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -3844761.750000 Penalty: 3366.895020
	Iteration 27Q: 3 clusters Score -3844762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -3844775.000000 Penalty: 3366.895020
	Iteration 28Q: 3 clusters Score -3844775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -3844788.500000 Penalty: 3366.895020
	Iteration 29Q: 3 clusters Score -3844788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -3844786.750000 Penalty: 3366.895020
	Iteration 30Q: 3 clusters Score -3844787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3844794.500000 Penalty: 3366.895020
	Iteration 31Q: 3 clusters Score -3844794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -3844797.250000 Penalty: 3366.895020
	Iteration 32Q: 3 clusters Score -3844797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -3844804.750000 Penalty: 3366.895020
	Iteration 33Q: 3 clusters Score -3844805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -3844804.250000 Penalty: 3366.895020
	Iteration 34Q: 3 clusters Score -3844804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -3844809.750000 Penalty: 3366.895020
	Iteration 35Q: 3 clusters Score -3844810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3844812.500000 Penalty: 3366.895020
	Iteration 36Q: 3 clusters Score -3844812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3844819.500000 Penalty: 3366.895020
	Iteration 37Q: 3 clusters Score -3844820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -3844817.750000 Penalty: 3366.895020
	Iteration 38Q: 3 clusters Score -3844818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3844820.250000 Penalty: 3366.895020
	Iteration 39Q: 3 clusters Score -3844820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3844823.500000 Penalty: 3366.895020
	Iteration 40F: 3 clusters Score -3844824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3844823.250000 Penalty: 3366.895020
	Iteration 41Q: 3 clusters Score -3844823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3844823.500000 Penalty: 3366.895020
	Iteration 42Q: 3 clusters Score -3844824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -3844819.750000 Penalty: 3366.895020
	Iteration 43Q: 3 clusters Score -3844820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -3844823.000000 Penalty: 3366.895020
	Iteration 44Q: 3 clusters Score -3844823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3844822.000000 Penalty: 3366.895020
	Iteration 45Q: 3 clusters Score -3844822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3844822.000000 Penalty: 3366.895020
	Iteration 46F: 3 clusters Score -3844822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -15936.086914 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -15936.09 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 83 members 
Entering Unmasked Estep 
Score: -15387.355469 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -15387.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15572.410156 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -15572.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15611.082031 Penalty: 1647.393921
	Iteration 2F: 3 clusters Score -15611.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15631.469727 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -15631.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15642.125977 Penalty: 1647.393921
	Iteration 4Q: 3 clusters Score -15642.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15663.500977 Penalty: 1647.393921
	Iteration 5Q: 3 clusters Score -15663.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15663.500977 Penalty: 1647.393921
	Iteration 6F: 3 clusters Score -15663.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Entering Unmasked Estep 
Score: -1065009.125000 Penalty: 1481.925293
	Iteration 0F: 2 clusters Score -1065009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1058375.625000 Penalty: 2963.850586
	Iteration 0F: 3 clusters Score -1058376 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1060621.125000 Penalty: 2963.850586
	Iteration 1F: 3 clusters Score -1060621 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1061072.625000 Penalty: 2963.850586
	Iteration 2F: 3 clusters Score -1061073 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1061559.250000 Penalty: 2963.850586
	Iteration 3F: 3 clusters Score -1061559 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1062136.750000 Penalty: 2963.850586
	Iteration 4F: 3 clusters Score -1062137 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1062790.250000 Penalty: 2963.850586
	Iteration 5F: 3 clusters Score -1062790 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1063434.250000 Penalty: 2963.850586
	Iteration 6F: 3 clusters Score -1063434 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1063938.125000 Penalty: 2963.850586
	Iteration 7F: 3 clusters Score -1063938 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1064263.125000 Penalty: 2963.850586
	Iteration 8Q: 3 clusters Score -1064263 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1064440.375000 Penalty: 2963.850586
	Iteration 9Q: 3 clusters Score -1064440 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1064563.875000 Penalty: 2963.850586
	Iteration 10Q: 3 clusters Score -1064564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1064649.250000 Penalty: 2963.850586
	Iteration 11Q: 3 clusters Score -1064649 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1064703.000000 Penalty: 2963.850586
	Iteration 12Q: 3 clusters Score -1064703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1064724.875000 Penalty: 2963.850586
	Iteration 13Q: 3 clusters Score -1064725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1064735.625000 Penalty: 2963.850586
	Iteration 14Q: 3 clusters Score -1064736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1064743.000000 Penalty: 2963.850586
	Iteration 15Q: 3 clusters Score -1064743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1064744.250000 Penalty: 2963.850586
	Iteration 16Q: 3 clusters Score -1064744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1064747.500000 Penalty: 2963.850586
	Iteration 17Q: 3 clusters Score -1064748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1064749.000000 Penalty: 2963.850586
	Iteration 18Q: 3 clusters Score -1064749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1064751.875000 Penalty: 2963.850586
	Iteration 19Q: 3 clusters Score -1064752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1064754.125000 Penalty: 2963.850586
	Iteration 20F: 3 clusters Score -1064754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1064754.375000 Penalty: 2963.850586
	Iteration 21Q: 3 clusters Score -1064754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1064756.250000 Penalty: 2963.850586
	Iteration 22Q: 3 clusters Score -1064756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1064757.250000 Penalty: 2963.850586
	Iteration 23Q: 3 clusters Score -1064757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1064758.375000 Penalty: 2963.850586
	Iteration 24Q: 3 clusters Score -1064758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1064759.250000 Penalty: 2963.850586
	Iteration 25Q: 3 clusters Score -1064759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1064758.500000 Penalty: 2963.850586
	Iteration 26Q: 3 clusters Score -1064758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1064758.500000 Penalty: 2963.850586
	Iteration 27Q: 3 clusters Score -1064758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1064758.125000 Penalty: 2963.850586
	Iteration 28Q: 3 clusters Score -1064758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1064758.125000 Penalty: 2963.850586
	Iteration 29F: 3 clusters Score -1064758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53328.312500 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53328.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52389.917969 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52389.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52463.121094 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52463.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52497.808594 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52497.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52511.433594 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52511.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52516.722656 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52516.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52518.414062 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52518.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52518.414062 Penalty: 1881.737183
	Iteration 6F: 3 clusters Score -52518.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Entering Unmasked Estep 
Score: -2052895.625000 Penalty: 1579.458496
	Iteration 0F: 2 clusters Score -2052896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2041457.375000 Penalty: 3158.916992
	Iteration 0F: 3 clusters Score -2041457 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2045373.625000 Penalty: 3158.916992
	Iteration 1F: 3 clusters Score -2045374 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2045656.000000 Penalty: 3158.916992
	Iteration 2Q: 3 clusters Score -2045656 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2045899.625000 Penalty: 3158.916992
	Iteration 3Q: 3 clusters Score -2045900 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2046090.250000 Penalty: 3158.916992
	Iteration 4Q: 3 clusters Score -2046090 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2046240.000000 Penalty: 3158.916992
	Iteration 5Q: 3 clusters Score -2046240 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2046397.000000 Penalty: 3158.916992
	Iteration 6Q: 3 clusters Score -2046397 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2046545.875000 Penalty: 3158.916992
	Iteration 7Q: 3 clusters Score -2046546 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2046685.125000 Penalty: 3158.916992
	Iteration 8Q: 3 clusters Score -2046685 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2046843.375000 Penalty: 3158.916992
	Iteration 9Q: 3 clusters Score -2046843 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2047038.875000 Penalty: 3158.916992
	Iteration 10Q: 3 clusters Score -2047039 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2047290.250000 Penalty: 3158.916992
	Iteration 11Q: 3 clusters Score -2047290 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2047618.750000 Penalty: 3158.916992
	Iteration 12Q: 3 clusters Score -2047619 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2048119.250000 Penalty: 3158.916992
	Iteration 13Q: 3 clusters Score -2048119 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2048797.875000 Penalty: 3158.916992
	Iteration 14F: 3 clusters Score -2048798 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2049583.375000 Penalty: 3158.916992
	Iteration 15F: 3 clusters Score -2049583 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2050311.375000 Penalty: 3158.916992
	Iteration 16Q: 3 clusters Score -2050311 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2050829.625000 Penalty: 3158.916992
	Iteration 17Q: 3 clusters Score -2050830 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2051143.000000 Penalty: 3158.916992
	Iteration 18Q: 3 clusters Score -2051143 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2051282.875000 Penalty: 3158.916992
	Iteration 19Q: 3 clusters Score -2051283 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2051372.375000 Penalty: 3158.916992
	Iteration 20F: 3 clusters Score -2051372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2051429.500000 Penalty: 3158.916992
	Iteration 21Q: 3 clusters Score -2051430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2051451.625000 Penalty: 3158.916992
	Iteration 22Q: 3 clusters Score -2051452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2051480.625000 Penalty: 3158.916992
	Iteration 23Q: 3 clusters Score -2051481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2051510.250000 Penalty: 3158.916992
	Iteration 24Q: 3 clusters Score -2051510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2051515.875000 Penalty: 3158.916992
	Iteration 25Q: 3 clusters Score -2051516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2051525.750000 Penalty: 3158.916992
	Iteration 26Q: 3 clusters Score -2051526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2051529.000000 Penalty: 3158.916992
	Iteration 27Q: 3 clusters Score -2051529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2051534.750000 Penalty: 3158.916992
	Iteration 28Q: 3 clusters Score -2051535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2051534.500000 Penalty: 3158.916992
	Iteration 29Q: 3 clusters Score -2051534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2051535.625000 Penalty: 3158.916992
	Iteration 30Q: 3 clusters Score -2051536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2051542.000000 Penalty: 3158.916992
	Iteration 31Q: 3 clusters Score -2051542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2051542.000000 Penalty: 3158.916992
	Iteration 32Q: 3 clusters Score -2051542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2051547.750000 Penalty: 3158.916992
	Iteration 33Q: 3 clusters Score -2051548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2051551.250000 Penalty: 3158.916992
	Iteration 34Q: 3 clusters Score -2051551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2051554.125000 Penalty: 3158.916992
	Iteration 35Q: 3 clusters Score -2051554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2051554.750000 Penalty: 3158.916992
	Iteration 36Q: 3 clusters Score -2051555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2051554.750000 Penalty: 3158.916992
	Iteration 37F: 3 clusters Score -2051555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Entering Unmasked Estep 
Score: -3515868.000000 Penalty: 1664.132568
	Iteration 0F: 2 clusters Score -3515868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3498325.750000 Penalty: 3328.265137
	Iteration 0F: 3 clusters Score -3498326 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3505301.750000 Penalty: 3328.265137
	Iteration 1F: 3 clusters Score -3505302 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -3505590.000000 Penalty: 3328.265137
	Iteration 2Q: 3 clusters Score -3505590 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3505880.000000 Penalty: 3328.265137
	Iteration 3Q: 3 clusters Score -3505880 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3506205.750000 Penalty: 3328.265137
	Iteration 4Q: 3 clusters Score -3506206 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3506644.750000 Penalty: 3328.265137
	Iteration 5Q: 3 clusters Score -3506645 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3507216.500000 Penalty: 3328.265137
	Iteration 6Q: 3 clusters Score -3507216 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3508163.500000 Penalty: 3328.265137
	Iteration 7F: 3 clusters Score -3508164 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3509571.750000 Penalty: 3328.265137
	Iteration 8F: 3 clusters Score -3509572 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3511208.000000 Penalty: 3328.265137
	Iteration 9F: 3 clusters Score -3511208 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3512514.000000 Penalty: 3328.265137
	Iteration 10F: 3 clusters Score -3512514 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3513299.250000 Penalty: 3328.265137
	Iteration 11Q: 3 clusters Score -3513299 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3513797.250000 Penalty: 3328.265137
	Iteration 12Q: 3 clusters Score -3513797 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3514048.000000 Penalty: 3328.265137
	Iteration 13Q: 3 clusters Score -3514048 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3514182.250000 Penalty: 3328.265137
	Iteration 14Q: 3 clusters Score -3514182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3514277.500000 Penalty: 3328.265137
	Iteration 15Q: 3 clusters Score -3514278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3514336.250000 Penalty: 3328.265137
	Iteration 16Q: 3 clusters Score -3514336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3514362.250000 Penalty: 3328.265137
	Iteration 17Q: 3 clusters Score -3514362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3514386.250000 Penalty: 3328.265137
	Iteration 18Q: 3 clusters Score -3514386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3514394.250000 Penalty: 3328.265137
	Iteration 19Q: 3 clusters Score -3514394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3514397.750000 Penalty: 3328.265137
	Iteration 20F: 3 clusters Score -3514398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3514407.500000 Penalty: 3328.265137
	Iteration 21Q: 3 clusters Score -3514408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3514408.500000 Penalty: 3328.265137
	Iteration 22Q: 3 clusters Score -3514408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3514413.250000 Penalty: 3328.265137
	Iteration 23Q: 3 clusters Score -3514413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3514420.000000 Penalty: 3328.265137
	Iteration 24Q: 3 clusters Score -3514420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3514420.000000 Penalty: 3328.265137
	Iteration 25Q: 3 clusters Score -3514420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3514419.000000 Penalty: 3328.265137
	Iteration 26Q: 3 clusters Score -3514419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3514419.500000 Penalty: 3328.265137
	Iteration 27Q: 3 clusters Score -3514420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -3514419.750000 Penalty: 3328.265137
	Iteration 28Q: 3 clusters Score -3514420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3514433.250000 Penalty: 3328.265137
	Iteration 29Q: 3 clusters Score -3514433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3514433.250000 Penalty: 3328.265137
	Iteration 30Q: 3 clusters Score -3514433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3514435.000000 Penalty: 3328.265137
	Iteration 31Q: 3 clusters Score -3514435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3514437.750000 Penalty: 3328.265137
	Iteration 32Q: 3 clusters Score -3514438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3514437.250000 Penalty: 3328.265137
	Iteration 33Q: 3 clusters Score -3514437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3514440.500000 Penalty: 3328.265137
	Iteration 34Q: 3 clusters Score -3514440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3514444.250000 Penalty: 3328.265137
	Iteration 35Q: 3 clusters Score -3514444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3514441.750000 Penalty: 3328.265137
	Iteration 36Q: 3 clusters Score -3514442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3514446.000000 Penalty: 3328.265137
	Iteration 37Q: 3 clusters Score -3514446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3514446.000000 Penalty: 3328.265137
	Iteration 38F: 3 clusters Score -3514446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22198 members 
Mstep: Class 3 contains 11684 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 25972 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32535 members 
Mstep: Class 9 contains 37465 members 
Mstep: Class 12 contains 31561 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9132 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16643 members 
Mstep: Class 19 contains 28024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442556.000000 Penalty: 27982.333984
Iteration 399Q: 15 clusters Score -2.644256e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22198 members 
Mstep: Class 3 contains 11692 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 25975 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32506 members 
Mstep: Class 9 contains 37451 members 
Mstep: Class 12 contains 31585 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9132 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16645 members 
Mstep: Class 19 contains 28029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442562.000000 Penalty: 27982.333984
Iteration 400F: 15 clusters Score -2.644256e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 11693 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 25979 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 37443 members 
Mstep: Class 12 contains 31603 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9139 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16645 members 
Mstep: Class 19 contains 28032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442570.000000 Penalty: 27982.333984
Iteration 401Q: 15 clusters Score -2.644257e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 11696 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32483 members 
Mstep: Class 9 contains 37421 members 
Mstep: Class 12 contains 31616 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9141 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16646 members 
Mstep: Class 19 contains 28038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442574.000000 Penalty: 27982.333984
Iteration 402Q: 15 clusters Score -2.644257e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 11698 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32474 members 
Mstep: Class 9 contains 37403 members 
Mstep: Class 12 contains 31623 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9144 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16651 members 
Mstep: Class 19 contains 28048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442576.000000 Penalty: 27982.333984
Iteration 403Q: 15 clusters Score -2.644258e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 11699 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32456 members 
Mstep: Class 9 contains 37388 members 
Mstep: Class 12 contains 31638 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9150 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16654 members 
Mstep: Class 19 contains 28055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442524.000000 Penalty: 27982.333984
Iteration 404Q: 15 clusters Score -2.644252e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 11701 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25979 members 
Mstep: Class 6 contains 2269 members 
Mstep: Class 8 contains 32442 members 
Mstep: Class 9 contains 37371 members 
Mstep: Class 12 contains 31658 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16656 members 
Mstep: Class 19 contains 28055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442542.000000 Penalty: 27982.333984
Iteration 405Q: 15 clusters Score -2.644254e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22196 members 
Mstep: Class 3 contains 11703 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 25980 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 8 contains 32435 members 
Mstep: Class 9 contains 37353 members 
Mstep: Class 12 contains 31674 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9154 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16657 members 
Mstep: Class 19 contains 28059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442542.000000 Penalty: 27982.333984
Iteration 406Q: 15 clusters Score -2.644254e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22193 members 
Mstep: Class 3 contains 11707 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 25976 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 8 contains 32436 members 
Mstep: Class 9 contains 37345 members 
Mstep: Class 12 contains 31686 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9154 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16659 members 
Mstep: Class 19 contains 28056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442538.000000 Penalty: 27982.333984
Iteration 407Q: 15 clusters Score -2.644254e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22192 members 
Mstep: Class 3 contains 11708 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 8 contains 32429 members 
Mstep: Class 9 contains 37339 members 
Mstep: Class 12 contains 31695 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9154 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16662 members 
Mstep: Class 19 contains 28056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442556.000000 Penalty: 27982.333984
Iteration 408Q: 15 clusters Score -2.644256e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22193 members 
Mstep: Class 3 contains 11709 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25978 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 8 contains 32418 members 
Mstep: Class 9 contains 37333 members 
Mstep: Class 12 contains 31711 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9154 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16665 members 
Mstep: Class 19 contains 28051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442560.000000 Penalty: 27982.333984
Iteration 409Q: 15 clusters Score -2.644256e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22192 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25983 members 
Mstep: Class 6 contains 2269 members 
Mstep: Class 8 contains 32405 members 
Mstep: Class 9 contains 37327 members 
Mstep: Class 12 contains 31727 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9154 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16665 members 
Mstep: Class 19 contains 28049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442582.000000 Penalty: 27982.333984
Iteration 410Q: 15 clusters Score -2.644258e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22192 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25987 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32389 members 
Mstep: Class 9 contains 37321 members 
Mstep: Class 12 contains 31743 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9154 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16667 members 
Mstep: Class 19 contains 28051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442620.000000 Penalty: 27982.333984
Iteration 411Q: 15 clusters Score -2.644262e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22192 members 
Mstep: Class 3 contains 11713 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25984 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32379 members 
Mstep: Class 9 contains 37311 members 
Mstep: Class 12 contains 31760 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16668 members 
Mstep: Class 19 contains 28053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442592.000000 Penalty: 27982.333984
Iteration 412Q: 15 clusters Score -2.644259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25985 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32368 members 
Mstep: Class 9 contains 37306 members 
Mstep: Class 12 contains 31778 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9158 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16666 members 
Mstep: Class 19 contains 28052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442620.000000 Penalty: 27982.333984
Iteration 413Q: 15 clusters Score -2.644262e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 11714 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25990 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 8 contains 32353 members 
Mstep: Class 9 contains 37303 members 
Mstep: Class 12 contains 31789 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9160 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16663 members 
Mstep: Class 19 contains 28049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442614.000000 Penalty: 27982.333984
Iteration 414Q: 15 clusters Score -2.644261e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22195 members 
Mstep: Class 3 contains 11713 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25986 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 8 contains 32342 members 
Mstep: Class 9 contains 37297 members 
Mstep: Class 12 contains 31806 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9165 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16663 members 
Mstep: Class 19 contains 28048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442620.000000 Penalty: 27982.333984
Iteration 415Q: 15 clusters Score -2.644262e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22196 members 
Mstep: Class 3 contains 11713 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25984 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 8 contains 32328 members 
Mstep: Class 9 contains 37289 members 
Mstep: Class 12 contains 31823 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9169 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16663 members 
Mstep: Class 19 contains 28050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442614.000000 Penalty: 27982.333984
Iteration 416Q: 15 clusters Score -2.644261e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25982 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32317 members 
Mstep: Class 9 contains 37284 members 
Mstep: Class 12 contains 31838 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9171 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16663 members 
Mstep: Class 19 contains 28053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442616.000000 Penalty: 27982.333984
Iteration 417Q: 15 clusters Score -2.644262e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22199 members 
Mstep: Class 3 contains 11710 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25978 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 8 contains 32309 members 
Mstep: Class 9 contains 37277 members 
Mstep: Class 12 contains 31855 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9175 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16664 members 
Mstep: Class 19 contains 28051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442632.000000 Penalty: 27982.333984
Iteration 418Q: 15 clusters Score -2.644263e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22199 members 
Mstep: Class 3 contains 11710 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25980 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 8 contains 32307 members 
Mstep: Class 9 contains 37265 members 
Mstep: Class 12 contains 31869 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9176 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16664 members 
Mstep: Class 19 contains 28049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442618.000000 Penalty: 27982.333984
Iteration 419Q: 15 clusters Score -2.644262e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 11711 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25978 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 8 contains 32297 members 
Mstep: Class 9 contains 37260 members 
Mstep: Class 12 contains 31887 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9177 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16665 members 
Mstep: Class 19 contains 28046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442630.000000 Penalty: 27982.333984
Iteration 420F: 15 clusters Score -2.644263e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22196 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25981 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32288 members 
Mstep: Class 9 contains 37253 members 
Mstep: Class 12 contains 31892 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9180 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16667 members 
Mstep: Class 19 contains 28047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442594.000000 Penalty: 27982.333984
Iteration 421Q: 15 clusters Score -2.644259e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22198 members 
Mstep: Class 3 contains 11716 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 25986 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32280 members 
Mstep: Class 9 contains 37243 members 
Mstep: Class 12 contains 31898 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16667 members 
Mstep: Class 19 contains 28047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442582.000000 Penalty: 27982.333984
Iteration 422Q: 15 clusters Score -2.644258e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22196 members 
Mstep: Class 3 contains 11717 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25985 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 8 contains 32272 members 
Mstep: Class 9 contains 37240 members 
Mstep: Class 12 contains 31914 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16670 members 
Mstep: Class 19 contains 28045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442602.000000 Penalty: 27982.333984
Iteration 423Q: 15 clusters Score -2.64426e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 11718 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25981 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 8 contains 32266 members 
Mstep: Class 9 contains 37232 members 
Mstep: Class 12 contains 31930 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16672 members 
Mstep: Class 19 contains 28045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442578.000000 Penalty: 27982.333984
Iteration 424Q: 15 clusters Score -2.644258e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22193 members 
Mstep: Class 3 contains 11722 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25983 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 8 contains 32254 members 
Mstep: Class 9 contains 37227 members 
Mstep: Class 12 contains 31941 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16674 members 
Mstep: Class 19 contains 28044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442568.000000 Penalty: 27982.333984
Iteration 425Q: 15 clusters Score -2.644257e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22193 members 
Mstep: Class 3 contains 11725 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25984 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 8 contains 32243 members 
Mstep: Class 9 contains 37220 members 
Mstep: Class 12 contains 31958 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9179 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16673 members 
Mstep: Class 19 contains 28044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442590.000000 Penalty: 27982.333984
Iteration 426Q: 15 clusters Score -2.644259e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22192 members 
Mstep: Class 3 contains 11726 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25987 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 8 contains 32237 members 
Mstep: Class 9 contains 37211 members 
Mstep: Class 12 contains 31974 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16674 members 
Mstep: Class 19 contains 28038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442582.000000 Penalty: 27982.333984
Iteration 427Q: 15 clusters Score -2.644258e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22192 members 
Mstep: Class 3 contains 11733 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25983 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 8 contains 32227 members 
Mstep: Class 9 contains 37197 members 
Mstep: Class 12 contains 31993 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9179 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16675 members 
Mstep: Class 19 contains 28041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442602.000000 Penalty: 27982.333984
Iteration 428Q: 15 clusters Score -2.64426e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 11735 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25983 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 8 contains 32224 members 
Mstep: Class 9 contains 37184 members 
Mstep: Class 12 contains 32013 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9180 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16675 members 
Mstep: Class 19 contains 28037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442610.000000 Penalty: 27982.333984
Iteration 429Q: 15 clusters Score -2.644261e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22189 members 
Mstep: Class 3 contains 11733 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25989 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 8 contains 32220 members 
Mstep: Class 9 contains 37174 members 
Mstep: Class 12 contains 32029 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9180 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16675 members 
Mstep: Class 19 contains 28031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442630.000000 Penalty: 27982.333984
Iteration 430Q: 15 clusters Score -2.644263e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22188 members 
Mstep: Class 3 contains 11735 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25989 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 8 contains 32220 members 
Mstep: Class 9 contains 37163 members 
Mstep: Class 12 contains 32045 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9178 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16673 members 
Mstep: Class 19 contains 28028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442606.000000 Penalty: 27982.333984
Iteration 431Q: 15 clusters Score -2.644261e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22188 members 
Mstep: Class 3 contains 11736 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25994 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 8 contains 32219 members 
Mstep: Class 9 contains 37154 members 
Mstep: Class 12 contains 32056 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9177 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16672 members 
Mstep: Class 19 contains 28023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442596.000000 Penalty: 27982.333984
Iteration 432Q: 15 clusters Score -2.64426e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22188 members 
Mstep: Class 3 contains 11737 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25993 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 8 contains 32223 members 
Mstep: Class 9 contains 37141 members 
Mstep: Class 12 contains 32064 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9175 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16671 members 
Mstep: Class 19 contains 28027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442582.000000 Penalty: 27982.333984
Iteration 433Q: 15 clusters Score -2.644258e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 11740 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25994 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 8 contains 32228 members 
Mstep: Class 9 contains 37125 members 
Mstep: Class 12 contains 32075 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9176 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16671 members 
Mstep: Class 19 contains 28020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442604.000000 Penalty: 27982.333984
Iteration 434Q: 15 clusters Score -2.64426e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11743 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25990 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 8 contains 32231 members 
Mstep: Class 9 contains 37113 members 
Mstep: Class 12 contains 32087 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9176 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16670 members 
Mstep: Class 19 contains 28017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442592.000000 Penalty: 27982.333984
Iteration 435Q: 15 clusters Score -2.644259e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 11749 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25990 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32229 members 
Mstep: Class 9 contains 37098 members 
Mstep: Class 12 contains 32098 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9178 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16671 members 
Mstep: Class 19 contains 28014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442638.000000 Penalty: 27982.333984
Iteration 436Q: 15 clusters Score -2.644264e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22189 members 
Mstep: Class 3 contains 11755 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25989 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 8 contains 32232 members 
Mstep: Class 9 contains 37086 members 
Mstep: Class 12 contains 32106 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9178 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16674 members 
Mstep: Class 19 contains 28008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442654.000000 Penalty: 27982.333984
Iteration 437Q: 15 clusters Score -2.644265e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22187 members 
Mstep: Class 3 contains 11763 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25982 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 8 contains 32235 members 
Mstep: Class 9 contains 37077 members 
Mstep: Class 12 contains 32114 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9180 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16674 members 
Mstep: Class 19 contains 28007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442698.000000 Penalty: 27982.333984
Iteration 438Q: 15 clusters Score -2.64427e+07 nChanged 52
Entering ConstructFrom: 
Score: -26442698.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (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: -34344.750000 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -34344.75 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 166 members 
Entering Unmasked Estep 
Score: -33465.562500 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -33465.56 nChanged 61
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: -33608.355469 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -33608.36 nChanged 22
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: -33668.734375 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -33668.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33703.457031 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -33703.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33724.867188 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -33724.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33737.765625 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -33737.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33748.054688 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -33748.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33750.917969 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -33750.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33750.917969 Penalty: 1890.561035
	Iteration 8F: 3 clusters Score -33750.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Entering Unmasked Estep 
Score: -2736368.500000 Penalty: 1626.180054
	Iteration 0F: 2 clusters Score -2736368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2721294.750000 Penalty: 3252.360107
	Iteration 0F: 3 clusters Score -2721295 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2726873.500000 Penalty: 3252.360107
	Iteration 1F: 3 clusters Score -2726874 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2727345.750000 Penalty: 3252.360107
	Iteration 2F: 3 clusters Score -2727346 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2727854.250000 Penalty: 3252.360107
	Iteration 3F: 3 clusters Score -2727854 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2728432.500000 Penalty: 3252.360107
	Iteration 4F: 3 clusters Score -2728432 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2729157.750000 Penalty: 3252.360107
	Iteration 5F: 3 clusters Score -2729158 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2730060.250000 Penalty: 3252.360107
	Iteration 6F: 3 clusters Score -2730060 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2731008.500000 Penalty: 3252.360107
	Iteration 7F: 3 clusters Score -2731008 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2731951.000000 Penalty: 3252.360107
	Iteration 8F: 3 clusters Score -2731951 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2732816.250000 Penalty: 3252.360107
	Iteration 9Q: 3 clusters Score -2732816 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2733590.750000 Penalty: 3252.360107
	Iteration 10Q: 3 clusters Score -2733591 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2734175.750000 Penalty: 3252.360107
	Iteration 11Q: 3 clusters Score -2734176 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2734539.250000 Penalty: 3252.360107
	Iteration 12Q: 3 clusters Score -2734539 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2734750.000000 Penalty: 3252.360107
	Iteration 13Q: 3 clusters Score -2734750 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2734867.500000 Penalty: 3252.360107
	Iteration 14Q: 3 clusters Score -2734868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2734916.250000 Penalty: 3252.360107
	Iteration 15Q: 3 clusters Score -2734916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2734947.250000 Penalty: 3252.360107
	Iteration 16Q: 3 clusters Score -2734947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2734966.250000 Penalty: 3252.360107
	Iteration 17Q: 3 clusters Score -2734966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2734978.000000 Penalty: 3252.360107
	Iteration 18Q: 3 clusters Score -2734978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2734994.500000 Penalty: 3252.360107
	Iteration 19Q: 3 clusters Score -2734994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2734997.500000 Penalty: 3252.360107
	Iteration 20F: 3 clusters Score -2734998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2735003.750000 Penalty: 3252.360107
	Iteration 21Q: 3 clusters Score -2735004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2735004.750000 Penalty: 3252.360107
	Iteration 22Q: 3 clusters Score -2735005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2735005.000000 Penalty: 3252.360107
	Iteration 23Q: 3 clusters Score -2735005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2735009.000000 Penalty: 3252.360107
	Iteration 24Q: 3 clusters Score -2735009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2735010.500000 Penalty: 3252.360107
	Iteration 25Q: 3 clusters Score -2735010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2735011.000000 Penalty: 3252.360107
	Iteration 26Q: 3 clusters Score -2735011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2735010.250000 Penalty: 3252.360107
	Iteration 27Q: 3 clusters Score -2735010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2735013.500000 Penalty: 3252.360107
	Iteration 28Q: 3 clusters Score -2735014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2735017.250000 Penalty: 3252.360107
	Iteration 29Q: 3 clusters Score -2735017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2735017.750000 Penalty: 3252.360107
	Iteration 30Q: 3 clusters Score -2735018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2735017.500000 Penalty: 3252.360107
	Iteration 31Q: 3 clusters Score -2735018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2735017.500000 Penalty: 3252.360107
	Iteration 32F: 3 clusters Score -2735018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Entering Unmasked Estep 
Score: -1436067.250000 Penalty: 1523.121338
	Iteration 0F: 2 clusters Score -1436067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1427747.125000 Penalty: 3046.242676
	Iteration 0F: 3 clusters Score -1427747 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1430517.750000 Penalty: 3046.242676
	Iteration 1F: 3 clusters Score -1430518 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1430742.375000 Penalty: 3046.242676
	Iteration 2F: 3 clusters Score -1430742 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1430928.500000 Penalty: 3046.242676
	Iteration 3Q: 3 clusters Score -1430928 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1431101.625000 Penalty: 3046.242676
	Iteration 4Q: 3 clusters Score -1431102 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1431286.375000 Penalty: 3046.242676
	Iteration 5Q: 3 clusters Score -1431286 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1431539.750000 Penalty: 3046.242676
	Iteration 6Q: 3 clusters Score -1431540 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1431909.500000 Penalty: 3046.242676
	Iteration 7F: 3 clusters Score -1431910 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1432389.000000 Penalty: 3046.242676
	Iteration 8F: 3 clusters Score -1432389 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1432934.125000 Penalty: 3046.242676
	Iteration 9F: 3 clusters Score -1432934 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1433477.625000 Penalty: 3046.242676
	Iteration 10F: 3 clusters Score -1433478 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1433915.750000 Penalty: 3046.242676
	Iteration 11Q: 3 clusters Score -1433916 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1434230.750000 Penalty: 3046.242676
	Iteration 12Q: 3 clusters Score -1434231 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1434451.125000 Penalty: 3046.242676
	Iteration 13Q: 3 clusters Score -1434451 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1434574.500000 Penalty: 3046.242676
	Iteration 14Q: 3 clusters Score -1434574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1434685.375000 Penalty: 3046.242676
	Iteration 15Q: 3 clusters Score -1434685 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1434747.000000 Penalty: 3046.242676
	Iteration 16Q: 3 clusters Score -1434747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1434787.750000 Penalty: 3046.242676
	Iteration 17Q: 3 clusters Score -1434788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1434807.125000 Penalty: 3046.242676
	Iteration 18Q: 3 clusters Score -1434807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1434825.125000 Penalty: 3046.242676
	Iteration 19Q: 3 clusters Score -1434825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1434836.125000 Penalty: 3046.242676
	Iteration 20F: 3 clusters Score -1434836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1434839.500000 Penalty: 3046.242676
	Iteration 21Q: 3 clusters Score -1434840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1434842.875000 Penalty: 3046.242676
	Iteration 22Q: 3 clusters Score -1434843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1434841.500000 Penalty: 3046.242676
	Iteration 23Q: 3 clusters Score -1434842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1434847.000000 Penalty: 3046.242676
	Iteration 24Q: 3 clusters Score -1434847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1434849.875000 Penalty: 3046.242676
	Iteration 25Q: 3 clusters Score -1434850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1434849.500000 Penalty: 3046.242676
	Iteration 26Q: 3 clusters Score -1434850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1434851.375000 Penalty: 3046.242676
	Iteration 27Q: 3 clusters Score -1434851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1434851.250000 Penalty: 3046.242676
	Iteration 28Q: 3 clusters Score -1434851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1434852.500000 Penalty: 3046.242676
	Iteration 29Q: 3 clusters Score -1434852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1434853.500000 Penalty: 3046.242676
	Iteration 30Q: 3 clusters Score -1434854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1434852.875000 Penalty: 3046.242676
	Iteration 31Q: 3 clusters Score -1434853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1434856.625000 Penalty: 3046.242676
	Iteration 32Q: 3 clusters Score -1434857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1434859.125000 Penalty: 3046.242676
	Iteration 33Q: 3 clusters Score -1434859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1434860.875000 Penalty: 3046.242676
	Iteration 34Q: 3 clusters Score -1434861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1434860.625000 Penalty: 3046.242676
	Iteration 35Q: 3 clusters Score -1434861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1434861.500000 Penalty: 3046.242676
	Iteration 36Q: 3 clusters Score -1434862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1434861.500000 Penalty: 3046.242676
	Iteration 37F: 3 clusters Score -1434862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -156966.296875 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -156966.3 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 685 members 
Entering Unmasked Estep 
Score: -155320.968750 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -155321 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -155613.281250 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -155613.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -155683.796875 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -155683.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -155722.171875 Penalty: 2344.474854
	Iteration 3Q: 3 clusters Score -155722.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -155758.187500 Penalty: 2344.474854
	Iteration 4Q: 3 clusters Score -155758.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -155786.218750 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -155786.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -155804.468750 Penalty: 2344.474854
	Iteration 6Q: 3 clusters Score -155804.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -155820.781250 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -155820.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -155830.015625 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -155830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -155844.984375 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -155845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -155856.000000 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -155856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -155861.281250 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -155861.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -155866.265625 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -155866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -155868.078125 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -155868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -155868.765625 Penalty: 2344.474854
	Iteration 14Q: 3 clusters Score -155868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -155868.984375 Penalty: 2344.474854
	Iteration 15Q: 3 clusters Score -155869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -155868.984375 Penalty: 2344.474854
	Iteration 16F: 3 clusters Score -155869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Entering Unmasked Estep 
Score: -3240636.250000 Penalty: 1651.825806
	Iteration 0F: 2 clusters Score -3240636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3224092.250000 Penalty: 3303.651611
	Iteration 0F: 3 clusters Score -3224092 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3230622.750000 Penalty: 3303.651611
	Iteration 1F: 3 clusters Score -3230623 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3230990.250000 Penalty: 3303.651611
	Iteration 2Q: 3 clusters Score -3230990 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3231331.750000 Penalty: 3303.651611
	Iteration 3Q: 3 clusters Score -3231332 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3231615.500000 Penalty: 3303.651611
	Iteration 4Q: 3 clusters Score -3231616 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3231900.000000 Penalty: 3303.651611
	Iteration 5Q: 3 clusters Score -3231900 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3232242.250000 Penalty: 3303.651611
	Iteration 6Q: 3 clusters Score -3232242 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3232620.000000 Penalty: 3303.651611
	Iteration 7Q: 3 clusters Score -3232620 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3233094.000000 Penalty: 3303.651611
	Iteration 8Q: 3 clusters Score -3233094 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3233672.250000 Penalty: 3303.651611
	Iteration 9Q: 3 clusters Score -3233672 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3234402.250000 Penalty: 3303.651611
	Iteration 10Q: 3 clusters Score -3234402 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3235161.500000 Penalty: 3303.651611
	Iteration 11Q: 3 clusters Score -3235162 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3235721.000000 Penalty: 3303.651611
	Iteration 12Q: 3 clusters Score -3235721 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3235993.250000 Penalty: 3303.651611
	Iteration 13Q: 3 clusters Score -3235993 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3236093.000000 Penalty: 3303.651611
	Iteration 14Q: 3 clusters Score -3236093 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3236145.750000 Penalty: 3303.651611
	Iteration 15Q: 3 clusters Score -3236146 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3236180.000000 Penalty: 3303.651611
	Iteration 16Q: 3 clusters Score -3236180 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3236234.500000 Penalty: 3303.651611
	Iteration 17Q: 3 clusters Score -3236234 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3236272.750000 Penalty: 3303.651611
	Iteration 18Q: 3 clusters Score -3236273 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3236304.250000 Penalty: 3303.651611
	Iteration 19Q: 3 clusters Score -3236304 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3236328.750000 Penalty: 3303.651611
	Iteration 20F: 3 clusters Score -3236329 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -3236339.250000 Penalty: 3303.651611
	Iteration 21Q: 3 clusters Score -3236339 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3236357.000000 Penalty: 3303.651611
	Iteration 22Q: 3 clusters Score -3236357 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3236376.750000 Penalty: 3303.651611
	Iteration 23Q: 3 clusters Score -3236377 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3236425.500000 Penalty: 3303.651611
	Iteration 24Q: 3 clusters Score -3236426 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3236460.500000 Penalty: 3303.651611
	Iteration 25Q: 3 clusters Score -3236460 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3236496.500000 Penalty: 3303.651611
	Iteration 26Q: 3 clusters Score -3236496 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3236530.250000 Penalty: 3303.651611
	Iteration 27Q: 3 clusters Score -3236530 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3236563.250000 Penalty: 3303.651611
	Iteration 28Q: 3 clusters Score -3236563 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3236569.500000 Penalty: 3303.651611
	Iteration 29Q: 3 clusters Score -3236570 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3236593.000000 Penalty: 3303.651611
	Iteration 30Q: 3 clusters Score -3236593 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3236618.750000 Penalty: 3303.651611
	Iteration 31Q: 3 clusters Score -3236619 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3236653.500000 Penalty: 3303.651611
	Iteration 32Q: 3 clusters Score -3236654 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3236687.500000 Penalty: 3303.651611
	Iteration 33Q: 3 clusters Score -3236688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3236715.000000 Penalty: 3303.651611
	Iteration 34Q: 3 clusters Score -3236715 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -3236746.250000 Penalty: 3303.651611
	Iteration 35Q: 3 clusters Score -3236746 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3236787.250000 Penalty: 3303.651611
	Iteration 36Q: 3 clusters Score -3236787 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3236835.250000 Penalty: 3303.651611
	Iteration 37Q: 3 clusters Score -3236835 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3236906.500000 Penalty: 3303.651611
	Iteration 38Q: 3 clusters Score -3236906 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3236979.000000 Penalty: 3303.651611
	Iteration 39Q: 3 clusters Score -3236979 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3237036.750000 Penalty: 3303.651611
	Iteration 40F: 3 clusters Score -3237037 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3237099.750000 Penalty: 3303.651611
	Iteration 41Q: 3 clusters Score -3237100 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3237204.000000 Penalty: 3303.651611
	Iteration 42Q: 3 clusters Score -3237204 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3237316.000000 Penalty: 3303.651611
	Iteration 43Q: 3 clusters Score -3237316 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3237467.500000 Penalty: 3303.651611
	Iteration 44Q: 3 clusters Score -3237468 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3237642.000000 Penalty: 3303.651611
	Iteration 45Q: 3 clusters Score -3237642 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3237800.000000 Penalty: 3303.651611
	Iteration 46Q: 3 clusters Score -3237800 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3237922.750000 Penalty: 3303.651611
	Iteration 47Q: 3 clusters Score -3237923 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -3238043.250000 Penalty: 3303.651611
	Iteration 48Q: 3 clusters Score -3238043 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3238191.500000 Penalty: 3303.651611
	Iteration 49Q: 3 clusters Score -3238192 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3238325.250000 Penalty: 3303.651611
	Iteration 50Q: 3 clusters Score -3238325 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3238501.750000 Penalty: 3303.651611
	Iteration 51Q: 3 clusters Score -3238502 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3238633.250000 Penalty: 3303.651611
	Iteration 52Q: 3 clusters Score -3238633 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3238798.250000 Penalty: 3303.651611
	Iteration 53Q: 3 clusters Score -3238798 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3238916.500000 Penalty: 3303.651611
	Iteration 54Q: 3 clusters Score -3238916 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3239048.250000 Penalty: 3303.651611
	Iteration 55Q: 3 clusters Score -3239048 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3239156.750000 Penalty: 3303.651611
	Iteration 56Q: 3 clusters Score -3239157 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3239206.000000 Penalty: 3303.651611
	Iteration 57Q: 3 clusters Score -3239206 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3239246.000000 Penalty: 3303.651611
	Iteration 58Q: 3 clusters Score -3239246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3239278.000000 Penalty: 3303.651611
	Iteration 59Q: 3 clusters Score -3239278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3239304.500000 Penalty: 3303.651611
	Iteration 60F: 3 clusters Score -3239304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3239317.250000 Penalty: 3303.651611
	Iteration 61Q: 3 clusters Score -3239317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3239335.500000 Penalty: 3303.651611
	Iteration 62Q: 3 clusters Score -3239336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3239347.500000 Penalty: 3303.651611
	Iteration 63Q: 3 clusters Score -3239348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3239359.750000 Penalty: 3303.651611
	Iteration 64Q: 3 clusters Score -3239360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3239368.500000 Penalty: 3303.651611
	Iteration 65Q: 3 clusters Score -3239368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3239384.000000 Penalty: 3303.651611
	Iteration 66Q: 3 clusters Score -3239384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3239392.000000 Penalty: 3303.651611
	Iteration 67Q: 3 clusters Score -3239392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3239398.500000 Penalty: 3303.651611
	Iteration 68Q: 3 clusters Score -3239398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3239402.250000 Penalty: 3303.651611
	Iteration 69Q: 3 clusters Score -3239402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3239400.000000 Penalty: 3303.651611
	Iteration 70Q: 3 clusters Score -3239400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -3239399.500000 Penalty: 3303.651611
	Iteration 71Q: 3 clusters Score -3239400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3239395.500000 Penalty: 3303.651611
	Iteration 72Q: 3 clusters Score -3239396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3239397.250000 Penalty: 3303.651611
	Iteration 73Q: 3 clusters Score -3239397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3239397.250000 Penalty: 3303.651611
	Iteration 74Q: 3 clusters Score -3239397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3239390.500000 Penalty: 3303.651611
	Iteration 75Q: 3 clusters Score -3239390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3239392.000000 Penalty: 3303.651611
	Iteration 76Q: 3 clusters Score -3239392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3239397.750000 Penalty: 3303.651611
	Iteration 77Q: 3 clusters Score -3239398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3239391.750000 Penalty: 3303.651611
	Iteration 78Q: 3 clusters Score -3239392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3239390.000000 Penalty: 3303.651611
	Iteration 79Q: 3 clusters Score -3239390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3239392.250000 Penalty: 3303.651611
	Iteration 80F: 3 clusters Score -3239392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3239392.250000 Penalty: 3303.651611
	Iteration 81Q: 3 clusters Score -3239392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3239392.750000 Penalty: 3303.651611
	Iteration 82Q: 3 clusters Score -3239393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3239392.750000 Penalty: 3303.651611
	Iteration 83F: 3 clusters Score -3239393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -272969.406250 Penalty: 1255.222656
	Iteration 0F: 2 clusters Score -272969.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -270667.000000 Penalty: 2510.445312
	Iteration 0F: 3 clusters Score -270667 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -271114.593750 Penalty: 2510.445312
	Iteration 1F: 3 clusters Score -271114.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -271201.000000 Penalty: 2510.445312
	Iteration 2F: 3 clusters Score -271201 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -271254.750000 Penalty: 2510.445312
	Iteration 3Q: 3 clusters Score -271254.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -271290.500000 Penalty: 2510.445312
	Iteration 4Q: 3 clusters Score -271290.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -271317.531250 Penalty: 2510.445312
	Iteration 5Q: 3 clusters Score -271317.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -271338.906250 Penalty: 2510.445312
	Iteration 6Q: 3 clusters Score -271338.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -271355.875000 Penalty: 2510.445312
	Iteration 7Q: 3 clusters Score -271355.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -271374.406250 Penalty: 2510.445312
	Iteration 8Q: 3 clusters Score -271374.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -271389.218750 Penalty: 2510.445312
	Iteration 9Q: 3 clusters Score -271389.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -271400.500000 Penalty: 2510.445312
	Iteration 10Q: 3 clusters Score -271400.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -271410.343750 Penalty: 2510.445312
	Iteration 11Q: 3 clusters Score -271410.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -271418.500000 Penalty: 2510.445312
	Iteration 12Q: 3 clusters Score -271418.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -271426.968750 Penalty: 2510.445312
	Iteration 13Q: 3 clusters Score -271427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -271435.000000 Penalty: 2510.445312
	Iteration 14Q: 3 clusters Score -271435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -271442.125000 Penalty: 2510.445312
	Iteration 15Q: 3 clusters Score -271442.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -271449.031250 Penalty: 2510.445312
	Iteration 16Q: 3 clusters Score -271449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -271453.812500 Penalty: 2510.445312
	Iteration 17Q: 3 clusters Score -271453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -271456.062500 Penalty: 2510.445312
	Iteration 18Q: 3 clusters Score -271456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -271460.406250 Penalty: 2510.445312
	Iteration 19Q: 3 clusters Score -271460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -271463.437500 Penalty: 2510.445312
	Iteration 20F: 3 clusters Score -271463.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -271466.000000 Penalty: 2510.445312
	Iteration 21Q: 3 clusters Score -271466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -271469.125000 Penalty: 2510.445312
	Iteration 22Q: 3 clusters Score -271469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -271471.750000 Penalty: 2510.445312
	Iteration 23Q: 3 clusters Score -271471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -271473.281250 Penalty: 2510.445312
	Iteration 24Q: 3 clusters Score -271473.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -271476.125000 Penalty: 2510.445312
	Iteration 25Q: 3 clusters Score -271476.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -271478.312500 Penalty: 2510.445312
	Iteration 26Q: 3 clusters Score -271478.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -271479.437500 Penalty: 2510.445312
	Iteration 27Q: 3 clusters Score -271479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -271480.625000 Penalty: 2510.445312
	Iteration 28Q: 3 clusters Score -271480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -271482.531250 Penalty: 2510.445312
	Iteration 29Q: 3 clusters Score -271482.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -271483.500000 Penalty: 2510.445312
	Iteration 30Q: 3 clusters Score -271483.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -271483.906250 Penalty: 2510.445312
	Iteration 31Q: 3 clusters Score -271483.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -271485.437500 Penalty: 2510.445312
	Iteration 32Q: 3 clusters Score -271485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -271487.468750 Penalty: 2510.445312
	Iteration 33Q: 3 clusters Score -271487.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -271487.968750 Penalty: 2510.445312
	Iteration 34Q: 3 clusters Score -271488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -271488.125000 Penalty: 2510.445312
	Iteration 35Q: 3 clusters Score -271488.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -271488.125000 Penalty: 2510.445312
	Iteration 36F: 3 clusters Score -271488.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Entering Unmasked Estep 
Score: -3915162.000000 Penalty: 1686.866211
	Iteration 0F: 2 clusters Score -3915162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3894587.500000 Penalty: 3373.732422
	Iteration 0F: 3 clusters Score -3894588 nChanged 14938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3903050.750000 Penalty: 3373.732422
	Iteration 1F: 3 clusters Score -3903051 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3903671.000000 Penalty: 3373.732422
	Iteration 2Q: 3 clusters Score -3903671 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3904355.500000 Penalty: 3373.732422
	Iteration 3F: 3 clusters Score -3904356 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3905025.250000 Penalty: 3373.732422
	Iteration 4F: 3 clusters Score -3905025 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -3905669.750000 Penalty: 3373.732422
	Iteration 5F: 3 clusters Score -3905670 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3906363.750000 Penalty: 3373.732422
	Iteration 6Q: 3 clusters Score -3906364 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3907189.000000 Penalty: 3373.732422
	Iteration 7F: 3 clusters Score -3907189 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3908186.500000 Penalty: 3373.732422
	Iteration 8Q: 3 clusters Score -3908186 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3909364.000000 Penalty: 3373.732422
	Iteration 9Q: 3 clusters Score -3909364 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3910528.000000 Penalty: 3373.732422
	Iteration 10Q: 3 clusters Score -3910528 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3911286.250000 Penalty: 3373.732422
	Iteration 11Q: 3 clusters Score -3911286 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3911774.250000 Penalty: 3373.732422
	Iteration 12Q: 3 clusters Score -3911774 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3912095.750000 Penalty: 3373.732422
	Iteration 13Q: 3 clusters Score -3912096 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3912365.500000 Penalty: 3373.732422
	Iteration 14Q: 3 clusters Score -3912366 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3912574.000000 Penalty: 3373.732422
	Iteration 15Q: 3 clusters Score -3912574 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3912789.750000 Penalty: 3373.732422
	Iteration 16Q: 3 clusters Score -3912790 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3912965.750000 Penalty: 3373.732422
	Iteration 17Q: 3 clusters Score -3912966 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3913130.500000 Penalty: 3373.732422
	Iteration 18Q: 3 clusters Score -3913130 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3913177.500000 Penalty: 3373.732422
	Iteration 19Q: 3 clusters Score -3913178 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3913343.500000 Penalty: 3373.732422
	Iteration 20F: 3 clusters Score -3913344 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3913453.000000 Penalty: 3373.732422
	Iteration 21Q: 3 clusters Score -3913453 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3913524.250000 Penalty: 3373.732422
	Iteration 22Q: 3 clusters Score -3913524 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3913577.000000 Penalty: 3373.732422
	Iteration 23Q: 3 clusters Score -3913577 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3913628.250000 Penalty: 3373.732422
	Iteration 24Q: 3 clusters Score -3913628 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3913645.750000 Penalty: 3373.732422
	Iteration 25Q: 3 clusters Score -3913646 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3913678.250000 Penalty: 3373.732422
	Iteration 26Q: 3 clusters Score -3913678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3913702.250000 Penalty: 3373.732422
	Iteration 27Q: 3 clusters Score -3913702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3913719.250000 Penalty: 3373.732422
	Iteration 28Q: 3 clusters Score -3913719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3913736.750000 Penalty: 3373.732422
	Iteration 29Q: 3 clusters Score -3913737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3913757.500000 Penalty: 3373.732422
	Iteration 30Q: 3 clusters Score -3913758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3913771.000000 Penalty: 3373.732422
	Iteration 31Q: 3 clusters Score -3913771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3913771.500000 Penalty: 3373.732422
	Iteration 32Q: 3 clusters Score -3913772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3913778.750000 Penalty: 3373.732422
	Iteration 33Q: 3 clusters Score -3913779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3913782.500000 Penalty: 3373.732422
	Iteration 34Q: 3 clusters Score -3913782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3913784.250000 Penalty: 3373.732422
	Iteration 35Q: 3 clusters Score -3913784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3913782.500000 Penalty: 3373.732422
	Iteration 36Q: 3 clusters Score -3913782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3913787.250000 Penalty: 3373.732422
	Iteration 37Q: 3 clusters Score -3913787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3913790.000000 Penalty: 3373.732422
	Iteration 38Q: 3 clusters Score -3913790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3913792.500000 Penalty: 3373.732422
	Iteration 39Q: 3 clusters Score -3913792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3913800.500000 Penalty: 3373.732422
	Iteration 40F: 3 clusters Score -3913800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3913808.500000 Penalty: 3373.732422
	Iteration 41Q: 3 clusters Score -3913808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3913812.250000 Penalty: 3373.732422
	Iteration 42Q: 3 clusters Score -3913812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3913814.000000 Penalty: 3373.732422
	Iteration 43Q: 3 clusters Score -3913814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3913815.250000 Penalty: 3373.732422
	Iteration 44Q: 3 clusters Score -3913815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3913815.250000 Penalty: 3373.732422
	Iteration 45F: 3 clusters Score -3913815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Entering Unmasked Estep 
Score: -4516512.000000 Penalty: 1709.582886
	Iteration 0F: 2 clusters Score -4516512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4493191.000000 Penalty: 3419.165771
	Iteration 0F: 3 clusters Score -4493191 nChanged 17292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4502897.500000 Penalty: 3419.165771
	Iteration 1F: 3 clusters Score -4502898 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4503241.000000 Penalty: 3419.165771
	Iteration 2Q: 3 clusters Score -4503241 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4503627.000000 Penalty: 3419.165771
	Iteration 3Q: 3 clusters Score -4503627 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4504098.000000 Penalty: 3419.165771
	Iteration 4Q: 3 clusters Score -4504098 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -4504701.000000 Penalty: 3419.165771
	Iteration 5Q: 3 clusters Score -4504701 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -4505588.000000 Penalty: 3419.165771
	Iteration 6Q: 3 clusters Score -4505588 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -4506854.500000 Penalty: 3419.165771
	Iteration 7F: 3 clusters Score -4506854 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -4508425.500000 Penalty: 3419.165771
	Iteration 8F: 3 clusters Score -4508426 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -4510079.500000 Penalty: 3419.165771
	Iteration 9F: 3 clusters Score -4510080 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4511564.500000 Penalty: 3419.165771
	Iteration 10F: 3 clusters Score -4511564 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4512826.000000 Penalty: 3419.165771
	Iteration 11Q: 3 clusters Score -4512826 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4513576.500000 Penalty: 3419.165771
	Iteration 12Q: 3 clusters Score -4513576 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4514095.500000 Penalty: 3419.165771
	Iteration 13Q: 3 clusters Score -4514096 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4514402.000000 Penalty: 3419.165771
	Iteration 14Q: 3 clusters Score -4514402 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4514587.000000 Penalty: 3419.165771
	Iteration 15Q: 3 clusters Score -4514587 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4514681.000000 Penalty: 3419.165771
	Iteration 16Q: 3 clusters Score -4514681 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4514765.000000 Penalty: 3419.165771
	Iteration 17Q: 3 clusters Score -4514765 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4514852.000000 Penalty: 3419.165771
	Iteration 18Q: 3 clusters Score -4514852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4514895.000000 Penalty: 3419.165771
	Iteration 19Q: 3 clusters Score -4514895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4514924.500000 Penalty: 3419.165771
	Iteration 20F: 3 clusters Score -4514924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4514946.000000 Penalty: 3419.165771
	Iteration 21Q: 3 clusters Score -4514946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4514964.000000 Penalty: 3419.165771
	Iteration 22Q: 3 clusters Score -4514964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4514974.500000 Penalty: 3419.165771
	Iteration 23Q: 3 clusters Score -4514974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4514971.500000 Penalty: 3419.165771
	Iteration 24Q: 3 clusters Score -4514972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4514983.500000 Penalty: 3419.165771
	Iteration 25Q: 3 clusters Score -4514984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4514991.000000 Penalty: 3419.165771
	Iteration 26Q: 3 clusters Score -4514991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4515006.500000 Penalty: 3419.165771
	Iteration 27Q: 3 clusters Score -4515006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4515016.500000 Penalty: 3419.165771
	Iteration 28Q: 3 clusters Score -4515016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4515019.500000 Penalty: 3419.165771
	Iteration 29Q: 3 clusters Score -4515020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4515023.000000 Penalty: 3419.165771
	Iteration 30Q: 3 clusters Score -4515023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4515036.500000 Penalty: 3419.165771
	Iteration 31Q: 3 clusters Score -4515036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4515041.500000 Penalty: 3419.165771
	Iteration 32Q: 3 clusters Score -4515042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4515042.500000 Penalty: 3419.165771
	Iteration 33Q: 3 clusters Score -4515042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4515041.500000 Penalty: 3419.165771
	Iteration 34Q: 3 clusters Score -4515042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4515046.000000 Penalty: 3419.165771
	Iteration 35Q: 3 clusters Score -4515046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4515046.000000 Penalty: 3419.165771
	Iteration 36F: 3 clusters Score -4515046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Entering Unmasked Estep 
Score: -3914350.500000 Penalty: 1686.330933
	Iteration 0F: 2 clusters Score -3914350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3893809.500000 Penalty: 3372.661865
	Iteration 0F: 3 clusters Score -3893810 nChanged 14825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3902053.000000 Penalty: 3372.661865
	Iteration 1F: 3 clusters Score -3902053 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3902508.500000 Penalty: 3372.661865
	Iteration 2Q: 3 clusters Score -3902508 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3902903.750000 Penalty: 3372.661865
	Iteration 3Q: 3 clusters Score -3902904 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3903263.250000 Penalty: 3372.661865
	Iteration 4Q: 3 clusters Score -3903263 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3903595.500000 Penalty: 3372.661865
	Iteration 5Q: 3 clusters Score -3903596 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3904009.000000 Penalty: 3372.661865
	Iteration 6Q: 3 clusters Score -3904009 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3904533.750000 Penalty: 3372.661865
	Iteration 7Q: 3 clusters Score -3904534 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3905230.000000 Penalty: 3372.661865
	Iteration 8Q: 3 clusters Score -3905230 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3906147.250000 Penalty: 3372.661865
	Iteration 9F: 3 clusters Score -3906147 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -3907168.500000 Penalty: 3372.661865
	Iteration 10F: 3 clusters Score -3907168 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3908157.250000 Penalty: 3372.661865
	Iteration 11Q: 3 clusters Score -3908157 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3908997.750000 Penalty: 3372.661865
	Iteration 12Q: 3 clusters Score -3908998 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3909514.500000 Penalty: 3372.661865
	Iteration 13Q: 3 clusters Score -3909514 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3909782.500000 Penalty: 3372.661865
	Iteration 14Q: 3 clusters Score -3909782 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3909969.000000 Penalty: 3372.661865
	Iteration 15Q: 3 clusters Score -3909969 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -3910088.750000 Penalty: 3372.661865
	Iteration 16Q: 3 clusters Score -3910089 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3910211.500000 Penalty: 3372.661865
	Iteration 17Q: 3 clusters Score -3910212 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3910266.500000 Penalty: 3372.661865
	Iteration 18Q: 3 clusters Score -3910266 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -3910317.250000 Penalty: 3372.661865
	Iteration 19Q: 3 clusters Score -3910317 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3910418.250000 Penalty: 3372.661865
	Iteration 20F: 3 clusters Score -3910418 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3910485.000000 Penalty: 3372.661865
	Iteration 21Q: 3 clusters Score -3910485 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3910582.250000 Penalty: 3372.661865
	Iteration 22Q: 3 clusters Score -3910582 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3910652.750000 Penalty: 3372.661865
	Iteration 23Q: 3 clusters Score -3910653 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3910751.000000 Penalty: 3372.661865
	Iteration 24Q: 3 clusters Score -3910751 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3910847.750000 Penalty: 3372.661865
	Iteration 25Q: 3 clusters Score -3910848 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3911008.500000 Penalty: 3372.661865
	Iteration 26Q: 3 clusters Score -3911008 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3911154.500000 Penalty: 3372.661865
	Iteration 27Q: 3 clusters Score -3911154 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3911321.250000 Penalty: 3372.661865
	Iteration 28Q: 3 clusters Score -3911321 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3911467.000000 Penalty: 3372.661865
	Iteration 29Q: 3 clusters Score -3911467 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3911637.750000 Penalty: 3372.661865
	Iteration 30Q: 3 clusters Score -3911638 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3911767.250000 Penalty: 3372.661865
	Iteration 31Q: 3 clusters Score -3911767 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3911894.250000 Penalty: 3372.661865
	Iteration 32Q: 3 clusters Score -3911894 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3912024.750000 Penalty: 3372.661865
	Iteration 33Q: 3 clusters Score -3912025 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3912151.500000 Penalty: 3372.661865
	Iteration 34Q: 3 clusters Score -3912152 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3912289.500000 Penalty: 3372.661865
	Iteration 35Q: 3 clusters Score -3912290 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3912366.750000 Penalty: 3372.661865
	Iteration 36Q: 3 clusters Score -3912367 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3912437.750000 Penalty: 3372.661865
	Iteration 37Q: 3 clusters Score -3912438 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3912478.500000 Penalty: 3372.661865
	Iteration 38Q: 3 clusters Score -3912478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3912514.500000 Penalty: 3372.661865
	Iteration 39Q: 3 clusters Score -3912514 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3912564.750000 Penalty: 3372.661865
	Iteration 40F: 3 clusters Score -3912565 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3912617.250000 Penalty: 3372.661865
	Iteration 41Q: 3 clusters Score -3912617 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3912676.000000 Penalty: 3372.661865
	Iteration 42Q: 3 clusters Score -3912676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3912708.250000 Penalty: 3372.661865
	Iteration 43Q: 3 clusters Score -3912708 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3912743.250000 Penalty: 3372.661865
	Iteration 44Q: 3 clusters Score -3912743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3912777.500000 Penalty: 3372.661865
	Iteration 45Q: 3 clusters Score -3912778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3912795.500000 Penalty: 3372.661865
	Iteration 46Q: 3 clusters Score -3912796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3912807.750000 Penalty: 3372.661865
	Iteration 47Q: 3 clusters Score -3912808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3912819.000000 Penalty: 3372.661865
	Iteration 48Q: 3 clusters Score -3912819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3912837.000000 Penalty: 3372.661865
	Iteration 49Q: 3 clusters Score -3912837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3912851.500000 Penalty: 3372.661865
	Iteration 50Q: 3 clusters Score -3912852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3912852.000000 Penalty: 3372.661865
	Iteration 51Q: 3 clusters Score -3912852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3912862.500000 Penalty: 3372.661865
	Iteration 52Q: 3 clusters Score -3912862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3912871.500000 Penalty: 3372.661865
	Iteration 53Q: 3 clusters Score -3912872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3912872.750000 Penalty: 3372.661865
	Iteration 54Q: 3 clusters Score -3912873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3912879.500000 Penalty: 3372.661865
	Iteration 55Q: 3 clusters Score -3912880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3912880.000000 Penalty: 3372.661865
	Iteration 56Q: 3 clusters Score -3912880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3912884.250000 Penalty: 3372.661865
	Iteration 57Q: 3 clusters Score -3912884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3912895.750000 Penalty: 3372.661865
	Iteration 58Q: 3 clusters Score -3912896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3912898.750000 Penalty: 3372.661865
	Iteration 59Q: 3 clusters Score -3912899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3912904.750000 Penalty: 3372.661865
	Iteration 60F: 3 clusters Score -3912905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3912911.000000 Penalty: 3372.661865
	Iteration 61Q: 3 clusters Score -3912911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3912919.500000 Penalty: 3372.661865
	Iteration 62Q: 3 clusters Score -3912920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3912922.250000 Penalty: 3372.661865
	Iteration 63Q: 3 clusters Score -3912922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3912922.250000 Penalty: 3372.661865
	Iteration 64F: 3 clusters Score -3912922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -15936.086914 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -15936.09 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 78 members 
Entering Unmasked Estep 
Score: -15358.461914 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -15358.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15449.209961 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -15449.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -15535.208984 Penalty: 1647.393921
	Iteration 2F: 3 clusters Score -15535.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -15602.171875 Penalty: 1647.393921
	Iteration 3F: 3 clusters Score -15602.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -15670.356445 Penalty: 1647.393921
	Iteration 4Q: 3 clusters Score -15670.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -15670.356445 Penalty: 1647.393921
	Iteration 5F: 3 clusters Score -15670.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Entering Unmasked Estep 
Score: -1070724.375000 Penalty: 1482.794800
	Iteration 0F: 2 clusters Score -1070724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1064014.750000 Penalty: 2965.589600
	Iteration 0F: 3 clusters Score -1064015 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1066275.750000 Penalty: 2965.589600
	Iteration 1F: 3 clusters Score -1066276 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1066715.500000 Penalty: 2965.589600
	Iteration 2F: 3 clusters Score -1066716 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1067180.000000 Penalty: 2965.589600
	Iteration 3F: 3 clusters Score -1067180 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1067591.500000 Penalty: 2965.589600
	Iteration 4F: 3 clusters Score -1067592 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1067940.750000 Penalty: 2965.589600
	Iteration 5F: 3 clusters Score -1067941 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1068157.750000 Penalty: 2965.589600
	Iteration 6F: 3 clusters Score -1068158 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1068342.375000 Penalty: 2965.589600
	Iteration 7Q: 3 clusters Score -1068342 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1068511.125000 Penalty: 2965.589600
	Iteration 8Q: 3 clusters Score -1068511 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1068665.625000 Penalty: 2965.589600
	Iteration 9Q: 3 clusters Score -1068666 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1068792.500000 Penalty: 2965.589600
	Iteration 10Q: 3 clusters Score -1068792 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1068904.500000 Penalty: 2965.589600
	Iteration 11Q: 3 clusters Score -1068904 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1068995.250000 Penalty: 2965.589600
	Iteration 12Q: 3 clusters Score -1068995 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1069080.875000 Penalty: 2965.589600
	Iteration 13Q: 3 clusters Score -1069081 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1069141.000000 Penalty: 2965.589600
	Iteration 14Q: 3 clusters Score -1069141 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1069216.750000 Penalty: 2965.589600
	Iteration 15Q: 3 clusters Score -1069217 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1069284.375000 Penalty: 2965.589600
	Iteration 16Q: 3 clusters Score -1069284 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1069351.125000 Penalty: 2965.589600
	Iteration 17Q: 3 clusters Score -1069351 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1069431.000000 Penalty: 2965.589600
	Iteration 18Q: 3 clusters Score -1069431 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1069526.375000 Penalty: 2965.589600
	Iteration 19Q: 3 clusters Score -1069526 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1069648.875000 Penalty: 2965.589600
	Iteration 20F: 3 clusters Score -1069649 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1069779.250000 Penalty: 2965.589600
	Iteration 21Q: 3 clusters Score -1069779 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1069902.125000 Penalty: 2965.589600
	Iteration 22Q: 3 clusters Score -1069902 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1070012.750000 Penalty: 2965.589600
	Iteration 23Q: 3 clusters Score -1070013 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1070121.375000 Penalty: 2965.589600
	Iteration 24Q: 3 clusters Score -1070121 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1070227.000000 Penalty: 2965.589600
	Iteration 25Q: 3 clusters Score -1070227 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1070291.000000 Penalty: 2965.589600
	Iteration 26Q: 3 clusters Score -1070291 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1070352.500000 Penalty: 2965.589600
	Iteration 27Q: 3 clusters Score -1070352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1070388.375000 Penalty: 2965.589600
	Iteration 28Q: 3 clusters Score -1070388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1070414.250000 Penalty: 2965.589600
	Iteration 29Q: 3 clusters Score -1070414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1070439.500000 Penalty: 2965.589600
	Iteration 30Q: 3 clusters Score -1070440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1070455.375000 Penalty: 2965.589600
	Iteration 31Q: 3 clusters Score -1070455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1070465.875000 Penalty: 2965.589600
	Iteration 32Q: 3 clusters Score -1070466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1070473.375000 Penalty: 2965.589600
	Iteration 33Q: 3 clusters Score -1070473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1070476.500000 Penalty: 2965.589600
	Iteration 34Q: 3 clusters Score -1070476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1070483.625000 Penalty: 2965.589600
	Iteration 35Q: 3 clusters Score -1070484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1070485.000000 Penalty: 2965.589600
	Iteration 36Q: 3 clusters Score -1070485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1070485.375000 Penalty: 2965.589600
	Iteration 37Q: 3 clusters Score -1070485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1070485.875000 Penalty: 2965.589600
	Iteration 38Q: 3 clusters Score -1070486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1070490.000000 Penalty: 2965.589600
	Iteration 39Q: 3 clusters Score -1070490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1070490.625000 Penalty: 2965.589600
	Iteration 40F: 3 clusters Score -1070491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1070490.125000 Penalty: 2965.589600
	Iteration 41Q: 3 clusters Score -1070490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1070492.625000 Penalty: 2965.589600
	Iteration 42Q: 3 clusters Score -1070493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1070493.750000 Penalty: 2965.589600
	Iteration 43Q: 3 clusters Score -1070494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1070493.750000 Penalty: 2965.589600
	Iteration 44F: 3 clusters Score -1070494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53328.312500 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53328.31 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 155 members 
Entering Unmasked Estep 
Score: -52399.937500 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52399.94 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52496.546875 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52496.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52531.234375 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52531.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52548.253906 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52548.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52564.777344 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52564.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52571.804688 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52576.347656 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -52576.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52577.085938 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -52577.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52577.085938 Penalty: 1881.737183
	Iteration 8F: 3 clusters Score -52577.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Entering Unmasked Estep 
Score: -2057133.625000 Penalty: 1579.790161
	Iteration 0F: 2 clusters Score -2057134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2045759.000000 Penalty: 3159.580322
	Iteration 0F: 3 clusters Score -2045759 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2049796.625000 Penalty: 3159.580322
	Iteration 1F: 3 clusters Score -2049797 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2050139.250000 Penalty: 3159.580322
	Iteration 2F: 3 clusters Score -2050139 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2050487.625000 Penalty: 3159.580322
	Iteration 3Q: 3 clusters Score -2050488 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2050954.125000 Penalty: 3159.580322
	Iteration 4F: 3 clusters Score -2050954 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2051528.125000 Penalty: 3159.580322
	Iteration 5F: 3 clusters Score -2051528 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2052268.875000 Penalty: 3159.580322
	Iteration 6F: 3 clusters Score -2052269 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2053223.375000 Penalty: 3159.580322
	Iteration 7F: 3 clusters Score -2053223 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2054151.750000 Penalty: 3159.580322
	Iteration 8F: 3 clusters Score -2054152 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2054860.250000 Penalty: 3159.580322
	Iteration 9Q: 3 clusters Score -2054860 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2055275.125000 Penalty: 3159.580322
	Iteration 10Q: 3 clusters Score -2055275 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2055489.125000 Penalty: 3159.580322
	Iteration 11Q: 3 clusters Score -2055489 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2055604.750000 Penalty: 3159.580322
	Iteration 12Q: 3 clusters Score -2055605 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2055691.500000 Penalty: 3159.580322
	Iteration 13Q: 3 clusters Score -2055692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2055723.875000 Penalty: 3159.580322
	Iteration 14Q: 3 clusters Score -2055724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2055736.500000 Penalty: 3159.580322
	Iteration 15Q: 3 clusters Score -2055736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2055752.750000 Penalty: 3159.580322
	Iteration 16Q: 3 clusters Score -2055753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2055760.125000 Penalty: 3159.580322
	Iteration 17Q: 3 clusters Score -2055760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2055769.750000 Penalty: 3159.580322
	Iteration 18Q: 3 clusters Score -2055770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2055774.375000 Penalty: 3159.580322
	Iteration 19Q: 3 clusters Score -2055774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2055775.125000 Penalty: 3159.580322
	Iteration 20F: 3 clusters Score -2055775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Entering Unmasked Estep 
Score: -3513401.000000 Penalty: 1664.010864
	Iteration 0F: 2 clusters Score -3513401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3495799.750000 Penalty: 3328.021729
	Iteration 0F: 3 clusters Score -3495800 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3502826.250000 Penalty: 3328.021729
	Iteration 1F: 3 clusters Score -3502826 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3503066.750000 Penalty: 3328.021729
	Iteration 2Q: 3 clusters Score -3503067 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3503277.500000 Penalty: 3328.021729
	Iteration 3Q: 3 clusters Score -3503278 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3503456.750000 Penalty: 3328.021729
	Iteration 4Q: 3 clusters Score -3503457 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3503597.000000 Penalty: 3328.021729
	Iteration 5Q: 3 clusters Score -3503597 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3503759.750000 Penalty: 3328.021729
	Iteration 6Q: 3 clusters Score -3503760 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3503940.500000 Penalty: 3328.021729
	Iteration 7Q: 3 clusters Score -3503940 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3504136.500000 Penalty: 3328.021729
	Iteration 8Q: 3 clusters Score -3504136 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3504340.250000 Penalty: 3328.021729
	Iteration 9Q: 3 clusters Score -3504340 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3504626.000000 Penalty: 3328.021729
	Iteration 10Q: 3 clusters Score -3504626 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3505078.000000 Penalty: 3328.021729
	Iteration 11Q: 3 clusters Score -3505078 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -3505758.750000 Penalty: 3328.021729
	Iteration 12Q: 3 clusters Score -3505759 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3506770.500000 Penalty: 3328.021729
	Iteration 13F: 3 clusters Score -3506770 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3508040.000000 Penalty: 3328.021729
	Iteration 14F: 3 clusters Score -3508040 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3509125.750000 Penalty: 3328.021729
	Iteration 15F: 3 clusters Score -3509126 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3509665.250000 Penalty: 3328.021729
	Iteration 16Q: 3 clusters Score -3509665 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3509925.000000 Penalty: 3328.021729
	Iteration 17Q: 3 clusters Score -3509925 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3510087.750000 Penalty: 3328.021729
	Iteration 18Q: 3 clusters Score -3510088 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3510281.750000 Penalty: 3328.021729
	Iteration 19Q: 3 clusters Score -3510282 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3510470.000000 Penalty: 3328.021729
	Iteration 20F: 3 clusters Score -3510470 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -3510627.500000 Penalty: 3328.021729
	Iteration 21Q: 3 clusters Score -3510628 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3510742.750000 Penalty: 3328.021729
	Iteration 22Q: 3 clusters Score -3510743 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3510825.000000 Penalty: 3328.021729
	Iteration 23Q: 3 clusters Score -3510825 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3510891.000000 Penalty: 3328.021729
	Iteration 24Q: 3 clusters Score -3510891 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3510928.250000 Penalty: 3328.021729
	Iteration 25Q: 3 clusters Score -3510928 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3510963.750000 Penalty: 3328.021729
	Iteration 26Q: 3 clusters Score -3510964 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3510981.250000 Penalty: 3328.021729
	Iteration 27Q: 3 clusters Score -3510981 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3511019.750000 Penalty: 3328.021729
	Iteration 28Q: 3 clusters Score -3511020 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3511047.750000 Penalty: 3328.021729
	Iteration 29Q: 3 clusters Score -3511048 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3511067.250000 Penalty: 3328.021729
	Iteration 30Q: 3 clusters Score -3511067 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3511090.750000 Penalty: 3328.021729
	Iteration 31Q: 3 clusters Score -3511091 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3511118.250000 Penalty: 3328.021729
	Iteration 32Q: 3 clusters Score -3511118 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -3511137.500000 Penalty: 3328.021729
	Iteration 33Q: 3 clusters Score -3511138 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3511150.500000 Penalty: 3328.021729
	Iteration 34Q: 3 clusters Score -3511150 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3511156.500000 Penalty: 3328.021729
	Iteration 35Q: 3 clusters Score -3511156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3511159.750000 Penalty: 3328.021729
	Iteration 36Q: 3 clusters Score -3511160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3511178.250000 Penalty: 3328.021729
	Iteration 37Q: 3 clusters Score -3511178 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3511201.250000 Penalty: 3328.021729
	Iteration 38Q: 3 clusters Score -3511201 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3511230.000000 Penalty: 3328.021729
	Iteration 39Q: 3 clusters Score -3511230 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -3511256.500000 Penalty: 3328.021729
	Iteration 40F: 3 clusters Score -3511256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3511289.000000 Penalty: 3328.021729
	Iteration 41Q: 3 clusters Score -3511289 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3511317.250000 Penalty: 3328.021729
	Iteration 42Q: 3 clusters Score -3511317 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3511341.500000 Penalty: 3328.021729
	Iteration 43Q: 3 clusters Score -3511342 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3511363.250000 Penalty: 3328.021729
	Iteration 44Q: 3 clusters Score -3511363 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3511391.750000 Penalty: 3328.021729
	Iteration 45Q: 3 clusters Score -3511392 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3511433.250000 Penalty: 3328.021729
	Iteration 46Q: 3 clusters Score -3511433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3511457.250000 Penalty: 3328.021729
	Iteration 47Q: 3 clusters Score -3511457 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3511480.500000 Penalty: 3328.021729
	Iteration 48Q: 3 clusters Score -3511480 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3511520.000000 Penalty: 3328.021729
	Iteration 49Q: 3 clusters Score -3511520 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3511548.750000 Penalty: 3328.021729
	Iteration 50Q: 3 clusters Score -3511549 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3511587.500000 Penalty: 3328.021729
	Iteration 51Q: 3 clusters Score -3511588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3511620.500000 Penalty: 3328.021729
	Iteration 52Q: 3 clusters Score -3511620 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3511654.500000 Penalty: 3328.021729
	Iteration 53Q: 3 clusters Score -3511654 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3511669.500000 Penalty: 3328.021729
	Iteration 54Q: 3 clusters Score -3511670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3511682.000000 Penalty: 3328.021729
	Iteration 55Q: 3 clusters Score -3511682 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3511701.250000 Penalty: 3328.021729
	Iteration 56Q: 3 clusters Score -3511701 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3511721.000000 Penalty: 3328.021729
	Iteration 57Q: 3 clusters Score -3511721 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3511754.500000 Penalty: 3328.021729
	Iteration 58Q: 3 clusters Score -3511754 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3511767.250000 Penalty: 3328.021729
	Iteration 59Q: 3 clusters Score -3511767 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -3511784.000000 Penalty: 3328.021729
	Iteration 60F: 3 clusters Score -3511784 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3511823.500000 Penalty: 3328.021729
	Iteration 61Q: 3 clusters Score -3511824 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3511866.750000 Penalty: 3328.021729
	Iteration 62Q: 3 clusters Score -3511867 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3511892.750000 Penalty: 3328.021729
	Iteration 63Q: 3 clusters Score -3511893 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3511930.750000 Penalty: 3328.021729
	Iteration 64Q: 3 clusters Score -3511931 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3511939.750000 Penalty: 3328.021729
	Iteration 65Q: 3 clusters Score -3511940 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3511945.000000 Penalty: 3328.021729
	Iteration 66Q: 3 clusters Score -3511945 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3511944.000000 Penalty: 3328.021729
	Iteration 67Q: 3 clusters Score -3511944 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3511964.750000 Penalty: 3328.021729
	Iteration 68Q: 3 clusters Score -3511965 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3511978.250000 Penalty: 3328.021729
	Iteration 69Q: 3 clusters Score -3511978 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3511986.500000 Penalty: 3328.021729
	Iteration 70Q: 3 clusters Score -3511986 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3512014.500000 Penalty: 3328.021729
	Iteration 71Q: 3 clusters Score -3512014 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3512023.250000 Penalty: 3328.021729
	Iteration 72Q: 3 clusters Score -3512023 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3512015.500000 Penalty: 3328.021729
	Iteration 73Q: 3 clusters Score -3512016 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3512036.250000 Penalty: 3328.021729
	Iteration 74Q: 3 clusters Score -3512036 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3512030.000000 Penalty: 3328.021729
	Iteration 75Q: 3 clusters Score -3512030 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3512048.750000 Penalty: 3328.021729
	Iteration 76Q: 3 clusters Score -3512049 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3512050.750000 Penalty: 3328.021729
	Iteration 77Q: 3 clusters Score -3512051 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3512059.250000 Penalty: 3328.021729
	Iteration 78Q: 3 clusters Score -3512059 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3512061.000000 Penalty: 3328.021729
	Iteration 79Q: 3 clusters Score -3512061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3512059.750000 Penalty: 3328.021729
	Iteration 80F: 3 clusters Score -3512060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -3512052.750000 Penalty: 3328.021729
	Iteration 81Q: 3 clusters Score -3512053 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3512059.500000 Penalty: 3328.021729
	Iteration 82Q: 3 clusters Score -3512060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3512062.750000 Penalty: 3328.021729
	Iteration 83Q: 3 clusters Score -3512063 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3512048.000000 Penalty: 3328.021729
	Iteration 84Q: 3 clusters Score -3512048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3512050.500000 Penalty: 3328.021729
	Iteration 85Q: 3 clusters Score -3512050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3512062.500000 Penalty: 3328.021729
	Iteration 86Q: 3 clusters Score -3512062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3512053.000000 Penalty: 3328.021729
	Iteration 87Q: 3 clusters Score -3512053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3512051.000000 Penalty: 3328.021729
	Iteration 88Q: 3 clusters Score -3512051 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3512048.000000 Penalty: 3328.021729
	Iteration 89Q: 3 clusters Score -3512048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3512049.750000 Penalty: 3328.021729
	Iteration 90Q: 3 clusters Score -3512050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3512054.500000 Penalty: 3328.021729
	Iteration 91Q: 3 clusters Score -3512054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3512048.250000 Penalty: 3328.021729
	Iteration 92Q: 3 clusters Score -3512048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3512054.750000 Penalty: 3328.021729
	Iteration 93Q: 3 clusters Score -3512055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3512046.750000 Penalty: 3328.021729
	Iteration 94Q: 3 clusters Score -3512047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3512041.000000 Penalty: 3328.021729
	Iteration 95Q: 3 clusters Score -3512041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3512044.250000 Penalty: 3328.021729
	Iteration 96Q: 3 clusters Score -3512044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3512039.000000 Penalty: 3328.021729
	Iteration 97Q: 3 clusters Score -3512039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3512033.250000 Penalty: 3328.021729
	Iteration 98Q: 3 clusters Score -3512033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3512026.250000 Penalty: 3328.021729
	Iteration 99Q: 3 clusters Score -3512026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3512035.500000 Penalty: 3328.021729
	Iteration 100F: 3 clusters Score -3512036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3512048.000000 Penalty: 3328.021729
	Iteration 101Q: 3 clusters Score -3512048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3512040.750000 Penalty: 3328.021729
	Iteration 102Q: 3 clusters Score -3512041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3512040.750000 Penalty: 3328.021729
	Iteration 103Q: 3 clusters Score -3512041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3512040.750000 Penalty: 3328.021729
	Iteration 104Q: 3 clusters Score -3512041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3512043.000000 Penalty: 3328.021729
	Iteration 105Q: 3 clusters Score -3512043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3512037.750000 Penalty: 3328.021729
	Iteration 106Q: 3 clusters Score -3512038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3512038.750000 Penalty: 3328.021729
	Iteration 107Q: 3 clusters Score -3512039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3512037.250000 Penalty: 3328.021729
	Iteration 108Q: 3 clusters Score -3512037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -3512041.250000 Penalty: 3328.021729
	Iteration 109Q: 3 clusters Score -3512041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3512047.000000 Penalty: 3328.021729
	Iteration 110Q: 3 clusters Score -3512047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3512046.750000 Penalty: 3328.021729
	Iteration 111Q: 3 clusters Score -3512047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3512046.750000 Penalty: 3328.021729
	Iteration 112Q: 3 clusters Score -3512047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3512047.250000 Penalty: 3328.021729
	Iteration 113Q: 3 clusters Score -3512047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -3512046.250000 Penalty: 3328.021729
	Iteration 114Q: 3 clusters Score -3512046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3512049.500000 Penalty: 3328.021729
	Iteration 115Q: 3 clusters Score -3512050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3512054.500000 Penalty: 3328.021729
	Iteration 116Q: 3 clusters Score -3512054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3512057.000000 Penalty: 3328.021729
	Iteration 117Q: 3 clusters Score -3512057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3512049.500000 Penalty: 3328.021729
	Iteration 118Q: 3 clusters Score -3512050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3512048.000000 Penalty: 3328.021729
	Iteration 119Q: 3 clusters Score -3512048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3512049.250000 Penalty: 3328.021729
	Iteration 120F: 3 clusters Score -3512049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3512048.000000 Penalty: 3328.021729
	Iteration 121Q: 3 clusters Score -3512048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3512047.500000 Penalty: 3328.021729
	Iteration 122Q: 3 clusters Score -3512048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3512049.000000 Penalty: 3328.021729
	Iteration 123Q: 3 clusters Score -3512049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3512057.250000 Penalty: 3328.021729
	Iteration 124Q: 3 clusters Score -3512057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3512054.500000 Penalty: 3328.021729
	Iteration 125Q: 3 clusters Score -3512054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3512055.250000 Penalty: 3328.021729
	Iteration 126Q: 3 clusters Score -3512055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -3512057.000000 Penalty: 3328.021729
	Iteration 127Q: 3 clusters Score -3512057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3512058.750000 Penalty: 3328.021729
	Iteration 128Q: 3 clusters Score -3512059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3512057.000000 Penalty: 3328.021729
	Iteration 129Q: 3 clusters Score -3512057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3512063.000000 Penalty: 3328.021729
	Iteration 130Q: 3 clusters Score -3512063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3512057.500000 Penalty: 3328.021729
	Iteration 131Q: 3 clusters Score -3512058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3512061.250000 Penalty: 3328.021729
	Iteration 132Q: 3 clusters Score -3512061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3512060.000000 Penalty: 3328.021729
	Iteration 133Q: 3 clusters Score -3512060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3512057.750000 Penalty: 3328.021729
	Iteration 134Q: 3 clusters Score -3512058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3512060.250000 Penalty: 3328.021729
	Iteration 135Q: 3 clusters Score -3512060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3512060.000000 Penalty: 3328.021729
	Iteration 136Q: 3 clusters Score -3512060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3512060.750000 Penalty: 3328.021729
	Iteration 137Q: 3 clusters Score -3512061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -3512062.250000 Penalty: 3328.021729
	Iteration 138Q: 3 clusters Score -3512062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3512063.750000 Penalty: 3328.021729
	Iteration 139Q: 3 clusters Score -3512064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3512063.000000 Penalty: 3328.021729
	Iteration 140F: 3 clusters Score -3512063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3512061.500000 Penalty: 3328.021729
	Iteration 141Q: 3 clusters Score -3512062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3512061.750000 Penalty: 3328.021729
	Iteration 142Q: 3 clusters Score -3512062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3512059.750000 Penalty: 3328.021729
	Iteration 143Q: 3 clusters Score -3512060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3512055.000000 Penalty: 3328.021729
	Iteration 144Q: 3 clusters Score -3512055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3512056.500000 Penalty: 3328.021729
	Iteration 145Q: 3 clusters Score -3512056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3512051.750000 Penalty: 3328.021729
	Iteration 146Q: 3 clusters Score -3512052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3512051.750000 Penalty: 3328.021729
	Iteration 147F: 3 clusters Score -3512052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22187 members 
Mstep: Class 3 contains 11767 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25980 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 8 contains 32232 members 
Mstep: Class 9 contains 37068 members 
Mstep: Class 12 contains 32126 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16677 members 
Mstep: Class 19 contains 28003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442736.000000 Penalty: 27982.333984
Iteration 439Q: 15 clusters Score -2.644274e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 11769 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25975 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 8 contains 32233 members 
Mstep: Class 9 contains 37055 members 
Mstep: Class 12 contains 32135 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16678 members 
Mstep: Class 19 contains 28010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442708.000000 Penalty: 27982.333984
Iteration 440F: 15 clusters Score -2.644271e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22183 members 
Mstep: Class 3 contains 11768 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25970 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 8 contains 32238 members 
Mstep: Class 9 contains 37043 members 
Mstep: Class 12 contains 32147 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16679 members 
Mstep: Class 19 contains 28014 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 441Q: 15 clusters Score -2.644275e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22181 members 
Mstep: Class 3 contains 11768 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25966 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 8 contains 32242 members 
Mstep: Class 9 contains 37033 members 
Mstep: Class 12 contains 32158 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16679 members 
Mstep: Class 19 contains 28017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442750.000000 Penalty: 27982.333984
Iteration 442Q: 15 clusters Score -2.644275e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22181 members 
Mstep: Class 3 contains 11771 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25965 members 
Mstep: Class 6 contains 2254 members 
Mstep: Class 8 contains 32237 members 
Mstep: Class 9 contains 37028 members 
Mstep: Class 12 contains 32172 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16679 members 
Mstep: Class 19 contains 28015 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 443Q: 15 clusters Score -2.644272e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22180 members 
Mstep: Class 3 contains 11776 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25959 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 8 contains 32230 members 
Mstep: Class 9 contains 37025 members 
Mstep: Class 12 contains 32183 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16679 members 
Mstep: Class 19 contains 28018 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 444Q: 15 clusters Score -2.644277e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22180 members 
Mstep: Class 3 contains 11775 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25963 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 8 contains 32217 members 
Mstep: Class 9 contains 37024 members 
Mstep: Class 12 contains 32189 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16681 members 
Mstep: Class 19 contains 28021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442700.000000 Penalty: 27982.333984
Iteration 445Q: 15 clusters Score -2.64427e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22180 members 
Mstep: Class 3 contains 11775 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 25963 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 8 contains 32218 members 
Mstep: Class 9 contains 37017 members 
Mstep: Class 12 contains 32194 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9184 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16681 members 
Mstep: Class 19 contains 28022 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 446Q: 15 clusters Score -2.644272e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22180 members 
Mstep: Class 3 contains 11775 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25960 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 8 contains 32217 members 
Mstep: Class 9 contains 37013 members 
Mstep: Class 12 contains 32206 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16683 members 
Mstep: Class 19 contains 28018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442678.000000 Penalty: 27982.333984
Iteration 447Q: 15 clusters Score -2.644268e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22181 members 
Mstep: Class 3 contains 11776 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25960 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 8 contains 32221 members 
Mstep: Class 9 contains 37001 members 
Mstep: Class 12 contains 32216 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16685 members 
Mstep: Class 19 contains 28013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442716.000000 Penalty: 27982.333984
Iteration 448Q: 15 clusters Score -2.644272e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22183 members 
Mstep: Class 3 contains 11777 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25958 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 8 contains 32219 members 
Mstep: Class 9 contains 36994 members 
Mstep: Class 12 contains 32223 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16687 members 
Mstep: Class 19 contains 28011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442704.000000 Penalty: 27982.333984
Iteration 449Q: 15 clusters Score -2.64427e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22184 members 
Mstep: Class 3 contains 11778 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25956 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 8 contains 32223 members 
Mstep: Class 9 contains 36983 members 
Mstep: Class 12 contains 32227 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9184 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16690 members 
Mstep: Class 19 contains 28010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442728.000000 Penalty: 27982.333984
Iteration 450Q: 15 clusters Score -2.644273e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22184 members 
Mstep: Class 3 contains 11780 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25951 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 8 contains 32226 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 12 contains 32234 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16690 members 
Mstep: Class 19 contains 28010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442746.000000 Penalty: 27982.333984
Iteration 451Q: 15 clusters Score -2.644275e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22186 members 
Mstep: Class 3 contains 11780 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25947 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 8 contains 32235 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 12 contains 32238 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9184 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16692 members 
Mstep: Class 19 contains 28008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442748.000000 Penalty: 27982.333984
Iteration 452Q: 15 clusters Score -2.644275e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22187 members 
Mstep: Class 3 contains 11783 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25944 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 8 contains 32242 members 
Mstep: Class 9 contains 36952 members 
Mstep: Class 12 contains 32242 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9185 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16696 members 
Mstep: Class 19 contains 28008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442730.000000 Penalty: 27982.333984
Iteration 453Q: 15 clusters Score -2.644273e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22188 members 
Mstep: Class 3 contains 11784 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25948 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 8 contains 32245 members 
Mstep: Class 9 contains 36937 members 
Mstep: Class 12 contains 32243 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9186 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16696 members 
Mstep: Class 19 contains 28012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442698.000000 Penalty: 27982.333984
Iteration 454Q: 15 clusters Score -2.64427e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22188 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25948 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 8 contains 32248 members 
Mstep: Class 9 contains 36917 members 
Mstep: Class 12 contains 32255 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16696 members 
Mstep: Class 19 contains 28016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442672.000000 Penalty: 27982.333984
Iteration 455Q: 15 clusters Score -2.644267e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22189 members 
Mstep: Class 3 contains 11789 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25943 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 8 contains 32250 members 
Mstep: Class 9 contains 36902 members 
Mstep: Class 12 contains 32260 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9185 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16699 members 
Mstep: Class 19 contains 28022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442722.000000 Penalty: 27982.333984
Iteration 456Q: 15 clusters Score -2.644272e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 11789 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25943 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 8 contains 32257 members 
Mstep: Class 9 contains 36887 members 
Mstep: Class 12 contains 32257 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9185 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16700 members 
Mstep: Class 19 contains 28031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442674.000000 Penalty: 27982.333984
Iteration 457Q: 15 clusters Score -2.644267e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 11791 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25940 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 8 contains 32256 members 
Mstep: Class 9 contains 36877 members 
Mstep: Class 12 contains 32264 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9187 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16699 members 
Mstep: Class 19 contains 28035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442674.000000 Penalty: 27982.333984
Iteration 458Q: 15 clusters Score -2.644267e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11795 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25937 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 8 contains 32248 members 
Mstep: Class 9 contains 36864 members 
Mstep: Class 12 contains 32278 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9187 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16700 members 
Mstep: Class 19 contains 28039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442686.000000 Penalty: 27982.333984
Iteration 459Q: 15 clusters Score -2.644269e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11798 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25932 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 8 contains 32237 members 
Mstep: Class 9 contains 36855 members 
Mstep: Class 12 contains 32292 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9188 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16703 members 
Mstep: Class 19 contains 28043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442716.000000 Penalty: 27982.333984
Iteration 460F: 15 clusters Score -2.644272e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11796 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25931 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 8 contains 32233 members 
Mstep: Class 9 contains 36845 members 
Mstep: Class 12 contains 32301 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9191 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16704 members 
Mstep: Class 19 contains 28047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442740.000000 Penalty: 27982.333984
Iteration 461Q: 15 clusters Score -2.644274e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22189 members 
Mstep: Class 3 contains 11804 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25931 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 8 contains 32221 members 
Mstep: Class 9 contains 36836 members 
Mstep: Class 12 contains 32316 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9189 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16705 members 
Mstep: Class 19 contains 28048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442728.000000 Penalty: 27982.333984
Iteration 462Q: 15 clusters Score -2.644273e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22189 members 
Mstep: Class 3 contains 11806 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25929 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 8 contains 32210 members 
Mstep: Class 9 contains 36831 members 
Mstep: Class 12 contains 32332 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9188 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16707 members 
Mstep: Class 19 contains 28047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442744.000000 Penalty: 27982.333984
Iteration 463Q: 15 clusters Score -2.644274e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22187 members 
Mstep: Class 3 contains 11805 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25922 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 8 contains 32203 members 
Mstep: Class 9 contains 36823 members 
Mstep: Class 12 contains 32347 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9192 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16711 members 
Mstep: Class 19 contains 28050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442726.000000 Penalty: 27982.333984
Iteration 464Q: 15 clusters Score -2.644273e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22188 members 
Mstep: Class 3 contains 11807 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25920 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 8 contains 32192 members 
Mstep: Class 9 contains 36815 members 
Mstep: Class 12 contains 32361 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9192 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16715 members 
Mstep: Class 19 contains 28052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442712.000000 Penalty: 27982.333984
Iteration 465Q: 15 clusters Score -2.644271e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 11807 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25913 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 8 contains 32177 members 
Mstep: Class 9 contains 36811 members 
Mstep: Class 12 contains 32380 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9195 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16716 members 
Mstep: Class 19 contains 28054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442690.000000 Penalty: 27982.333984
Iteration 466Q: 15 clusters Score -2.644269e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 11807 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25910 members 
Mstep: Class 6 contains 2241 members 
Mstep: Class 8 contains 32166 members 
Mstep: Class 9 contains 36803 members 
Mstep: Class 12 contains 32393 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9198 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16715 members 
Mstep: Class 19 contains 28062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442702.000000 Penalty: 27982.333984
Iteration 467Q: 15 clusters Score -2.64427e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11807 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25908 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 8 contains 32147 members 
Mstep: Class 9 contains 36795 members 
Mstep: Class 12 contains 32418 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9198 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16715 members 
Mstep: Class 19 contains 28066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442696.000000 Penalty: 27982.333984
Iteration 468Q: 15 clusters Score -2.64427e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 11806 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25908 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 8 contains 32135 members 
Mstep: Class 9 contains 36784 members 
Mstep: Class 12 contains 32440 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9199 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16714 members 
Mstep: Class 19 contains 28069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442694.000000 Penalty: 27982.333984
Iteration 469Q: 15 clusters Score -2.644269e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11807 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25903 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 8 contains 32129 members 
Mstep: Class 9 contains 36777 members 
Mstep: Class 12 contains 32459 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9199 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16714 members 
Mstep: Class 19 contains 28067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442662.000000 Penalty: 27982.333984
Iteration 470Q: 15 clusters Score -2.644266e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11807 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25902 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 8 contains 32132 members 
Mstep: Class 9 contains 36763 members 
Mstep: Class 12 contains 32471 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9200 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16712 members 
Mstep: Class 19 contains 28068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442666.000000 Penalty: 27982.333984
Iteration 471Q: 15 clusters Score -2.644267e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22193 members 
Mstep: Class 3 contains 11808 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25899 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 8 contains 32132 members 
Mstep: Class 9 contains 36756 members 
Mstep: Class 12 contains 32482 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9200 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16711 members 
Mstep: Class 19 contains 28065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442664.000000 Penalty: 27982.333984
Iteration 472Q: 15 clusters Score -2.644266e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22195 members 
Mstep: Class 3 contains 11808 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25905 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 8 contains 32116 members 
Mstep: Class 9 contains 36754 members 
Mstep: Class 12 contains 32493 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9202 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16712 members 
Mstep: Class 19 contains 28062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442682.000000 Penalty: 27982.333984
Iteration 473Q: 15 clusters Score -2.644268e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22192 members 
Mstep: Class 3 contains 11807 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25908 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 8 contains 32106 members 
Mstep: Class 9 contains 36748 members 
Mstep: Class 12 contains 32507 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9203 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16714 members 
Mstep: Class 19 contains 28061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442694.000000 Penalty: 27982.333984
Iteration 474Q: 15 clusters Score -2.644269e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22192 members 
Mstep: Class 3 contains 11810 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25907 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 8 contains 32102 members 
Mstep: Class 9 contains 36745 members 
Mstep: Class 12 contains 32516 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9205 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16714 members 
Mstep: Class 19 contains 28056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442674.000000 Penalty: 27982.333984
Iteration 475Q: 15 clusters Score -2.644267e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11808 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25904 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 8 contains 32100 members 
Mstep: Class 9 contains 36735 members 
Mstep: Class 12 contains 32528 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9209 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16713 members 
Mstep: Class 19 contains 28060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442676.000000 Penalty: 27982.333984
Iteration 476Q: 15 clusters Score -2.644268e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11810 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25899 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 8 contains 32096 members 
Mstep: Class 9 contains 36732 members 
Mstep: Class 12 contains 32533 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9213 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16712 members 
Mstep: Class 19 contains 28063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442694.000000 Penalty: 27982.333984
Iteration 477Q: 15 clusters Score -2.644269e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 11813 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25888 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 8 contains 32089 members 
Mstep: Class 9 contains 36732 members 
Mstep: Class 12 contains 32542 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9215 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16713 members 
Mstep: Class 19 contains 28068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442730.000000 Penalty: 27982.333984
Iteration 478Q: 15 clusters Score -2.644273e+07 nChanged 57
Entering ConstructFrom: 
Score: -26442730.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (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: -34344.750000 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -34344.75 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 145 members 
Entering Unmasked Estep 
Score: -33443.894531 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -33443.89 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33567.316406 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -33567.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33595.750000 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -33595.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33613.855469 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -33613.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33624.730469 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -33624.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33628.921875 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -33628.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33631.343750 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -33631.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33632.753906 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -33632.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33634.472656 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -33634.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -33636.183594 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -33636.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -33636.183594 Penalty: 1890.561035
	Iteration 10F: 3 clusters Score -33636.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Entering Unmasked Estep 
Score: -2736741.500000 Penalty: 1626.201904
	Iteration 0F: 2 clusters Score -2736742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2721496.000000 Penalty: 3252.403809
	Iteration 0F: 3 clusters Score -2721496 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2727254.250000 Penalty: 3252.403809
	Iteration 1F: 3 clusters Score -2727254 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2727673.250000 Penalty: 3252.403809
	Iteration 2F: 3 clusters Score -2727673 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2728119.500000 Penalty: 3252.403809
	Iteration 3Q: 3 clusters Score -2728120 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2728646.500000 Penalty: 3252.403809
	Iteration 4F: 3 clusters Score -2728646 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2729325.250000 Penalty: 3252.403809
	Iteration 5F: 3 clusters Score -2729325 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2730222.000000 Penalty: 3252.403809
	Iteration 6F: 3 clusters Score -2730222 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2731287.000000 Penalty: 3252.403809
	Iteration 7F: 3 clusters Score -2731287 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2732349.750000 Penalty: 3252.403809
	Iteration 8F: 3 clusters Score -2732350 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2733208.000000 Penalty: 3252.403809
	Iteration 9Q: 3 clusters Score -2733208 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2733884.250000 Penalty: 3252.403809
	Iteration 10Q: 3 clusters Score -2733884 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2734322.500000 Penalty: 3252.403809
	Iteration 11Q: 3 clusters Score -2734322 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2734594.500000 Penalty: 3252.403809
	Iteration 12Q: 3 clusters Score -2734594 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2734753.750000 Penalty: 3252.403809
	Iteration 13Q: 3 clusters Score -2734754 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2734862.750000 Penalty: 3252.403809
	Iteration 14Q: 3 clusters Score -2734863 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2734934.000000 Penalty: 3252.403809
	Iteration 15Q: 3 clusters Score -2734934 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2735017.000000 Penalty: 3252.403809
	Iteration 16Q: 3 clusters Score -2735017 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2735067.000000 Penalty: 3252.403809
	Iteration 17Q: 3 clusters Score -2735067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2735109.000000 Penalty: 3252.403809
	Iteration 18Q: 3 clusters Score -2735109 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2735148.500000 Penalty: 3252.403809
	Iteration 19Q: 3 clusters Score -2735148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2735177.750000 Penalty: 3252.403809
	Iteration 20F: 3 clusters Score -2735178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2735193.000000 Penalty: 3252.403809
	Iteration 21Q: 3 clusters Score -2735193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2735209.250000 Penalty: 3252.403809
	Iteration 22Q: 3 clusters Score -2735209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2735235.500000 Penalty: 3252.403809
	Iteration 23Q: 3 clusters Score -2735236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2735261.000000 Penalty: 3252.403809
	Iteration 24Q: 3 clusters Score -2735261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2735277.000000 Penalty: 3252.403809
	Iteration 25Q: 3 clusters Score -2735277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2735284.500000 Penalty: 3252.403809
	Iteration 26Q: 3 clusters Score -2735284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2735302.750000 Penalty: 3252.403809
	Iteration 27Q: 3 clusters Score -2735303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2735307.750000 Penalty: 3252.403809
	Iteration 28Q: 3 clusters Score -2735308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2735316.750000 Penalty: 3252.403809
	Iteration 29Q: 3 clusters Score -2735317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2735334.750000 Penalty: 3252.403809
	Iteration 30Q: 3 clusters Score -2735335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2735341.500000 Penalty: 3252.403809
	Iteration 31Q: 3 clusters Score -2735342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2735346.250000 Penalty: 3252.403809
	Iteration 32Q: 3 clusters Score -2735346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2735345.250000 Penalty: 3252.403809
	Iteration 33Q: 3 clusters Score -2735345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2735347.250000 Penalty: 3252.403809
	Iteration 34Q: 3 clusters Score -2735347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2735347.250000 Penalty: 3252.403809
	Iteration 35Q: 3 clusters Score -2735347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2735347.250000 Penalty: 3252.403809
	Iteration 36F: 3 clusters Score -2735347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Entering Unmasked Estep 
Score: -1442249.625000 Penalty: 1523.810303
	Iteration 0F: 2 clusters Score -1442250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1433871.750000 Penalty: 3047.620605
	Iteration 0F: 3 clusters Score -1433872 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1436634.375000 Penalty: 3047.620605
	Iteration 1F: 3 clusters Score -1436634 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1436899.500000 Penalty: 3047.620605
	Iteration 2F: 3 clusters Score -1436900 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1437161.375000 Penalty: 3047.620605
	Iteration 3F: 3 clusters Score -1437161 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1437422.125000 Penalty: 3047.620605
	Iteration 4Q: 3 clusters Score -1437422 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1437704.375000 Penalty: 3047.620605
	Iteration 5F: 3 clusters Score -1437704 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1438026.375000 Penalty: 3047.620605
	Iteration 6F: 3 clusters Score -1438026 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1438452.250000 Penalty: 3047.620605
	Iteration 7F: 3 clusters Score -1438452 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1438905.875000 Penalty: 3047.620605
	Iteration 8F: 3 clusters Score -1438906 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1439460.875000 Penalty: 3047.620605
	Iteration 9F: 3 clusters Score -1439461 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1440027.625000 Penalty: 3047.620605
	Iteration 10Q: 3 clusters Score -1440028 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1440460.625000 Penalty: 3047.620605
	Iteration 11Q: 3 clusters Score -1440461 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1440680.875000 Penalty: 3047.620605
	Iteration 12Q: 3 clusters Score -1440681 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1440802.500000 Penalty: 3047.620605
	Iteration 13Q: 3 clusters Score -1440802 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1440868.500000 Penalty: 3047.620605
	Iteration 14Q: 3 clusters Score -1440868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1440902.750000 Penalty: 3047.620605
	Iteration 15Q: 3 clusters Score -1440903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1440924.375000 Penalty: 3047.620605
	Iteration 16Q: 3 clusters Score -1440924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1440944.750000 Penalty: 3047.620605
	Iteration 17Q: 3 clusters Score -1440945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1440951.875000 Penalty: 3047.620605
	Iteration 18Q: 3 clusters Score -1440952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1440961.875000 Penalty: 3047.620605
	Iteration 19Q: 3 clusters Score -1440962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1440964.625000 Penalty: 3047.620605
	Iteration 20F: 3 clusters Score -1440965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1440967.000000 Penalty: 3047.620605
	Iteration 21Q: 3 clusters Score -1440967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1440973.625000 Penalty: 3047.620605
	Iteration 22Q: 3 clusters Score -1440974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1440980.875000 Penalty: 3047.620605
	Iteration 23Q: 3 clusters Score -1440981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1440980.625000 Penalty: 3047.620605
	Iteration 24Q: 3 clusters Score -1440981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1440981.875000 Penalty: 3047.620605
	Iteration 25Q: 3 clusters Score -1440982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1440986.125000 Penalty: 3047.620605
	Iteration 26Q: 3 clusters Score -1440986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1440993.250000 Penalty: 3047.620605
	Iteration 27Q: 3 clusters Score -1440993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1440991.375000 Penalty: 3047.620605
	Iteration 28Q: 3 clusters Score -1440991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1440994.125000 Penalty: 3047.620605
	Iteration 29Q: 3 clusters Score -1440994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1440993.875000 Penalty: 3047.620605
	Iteration 30Q: 3 clusters Score -1440994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1440996.375000 Penalty: 3047.620605
	Iteration 31Q: 3 clusters Score -1440996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1440998.625000 Penalty: 3047.620605
	Iteration 32Q: 3 clusters Score -1440999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1441000.625000 Penalty: 3047.620605
	Iteration 33Q: 3 clusters Score -1441001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1441003.875000 Penalty: 3047.620605
	Iteration 34Q: 3 clusters Score -1441004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1441005.000000 Penalty: 3047.620605
	Iteration 35Q: 3 clusters Score -1441005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1441006.875000 Penalty: 3047.620605
	Iteration 36Q: 3 clusters Score -1441007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1441008.875000 Penalty: 3047.620605
	Iteration 37Q: 3 clusters Score -1441009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1441009.375000 Penalty: 3047.620605
	Iteration 38Q: 3 clusters Score -1441009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1441011.125000 Penalty: 3047.620605
	Iteration 39Q: 3 clusters Score -1441011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1441014.375000 Penalty: 3047.620605
	Iteration 40F: 3 clusters Score -1441014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1441016.625000 Penalty: 3047.620605
	Iteration 41Q: 3 clusters Score -1441017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1441015.875000 Penalty: 3047.620605
	Iteration 42Q: 3 clusters Score -1441016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1441018.375000 Penalty: 3047.620605
	Iteration 43Q: 3 clusters Score -1441018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1441020.500000 Penalty: 3047.620605
	Iteration 44Q: 3 clusters Score -1441020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1441022.375000 Penalty: 3047.620605
	Iteration 45Q: 3 clusters Score -1441022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1441023.125000 Penalty: 3047.620605
	Iteration 46Q: 3 clusters Score -1441023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1441024.250000 Penalty: 3047.620605
	Iteration 47Q: 3 clusters Score -1441024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1441024.125000 Penalty: 3047.620605
	Iteration 48Q: 3 clusters Score -1441024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1441023.625000 Penalty: 3047.620605
	Iteration 49Q: 3 clusters Score -1441024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1441023.250000 Penalty: 3047.620605
	Iteration 50Q: 3 clusters Score -1441023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1441024.125000 Penalty: 3047.620605
	Iteration 51Q: 3 clusters Score -1441024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1441022.000000 Penalty: 3047.620605
	Iteration 52Q: 3 clusters Score -1441022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1441027.500000 Penalty: 3047.620605
	Iteration 53Q: 3 clusters Score -1441028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1441029.250000 Penalty: 3047.620605
	Iteration 54Q: 3 clusters Score -1441029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1441029.625000 Penalty: 3047.620605
	Iteration 55Q: 3 clusters Score -1441030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1441032.375000 Penalty: 3047.620605
	Iteration 56Q: 3 clusters Score -1441032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1441033.000000 Penalty: 3047.620605
	Iteration 57Q: 3 clusters Score -1441033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1441032.625000 Penalty: 3047.620605
	Iteration 58Q: 3 clusters Score -1441033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1441032.625000 Penalty: 3047.620605
	Iteration 59F: 3 clusters Score -1441033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -156845.812500 Penalty: 1172.117676
	Iteration 0F: 2 clusters Score -156845.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -155186.265625 Penalty: 2344.235352
	Iteration 0F: 3 clusters Score -155186.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -155476.390625 Penalty: 2344.235352
	Iteration 1F: 3 clusters Score -155476.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -155551.875000 Penalty: 2344.235352
	Iteration 2F: 3 clusters Score -155551.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -155591.750000 Penalty: 2344.235352
	Iteration 3Q: 3 clusters Score -155591.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155613.203125 Penalty: 2344.235352
	Iteration 4Q: 3 clusters Score -155613.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -155628.906250 Penalty: 2344.235352
	Iteration 5Q: 3 clusters Score -155628.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155643.453125 Penalty: 2344.235352
	Iteration 6Q: 3 clusters Score -155643.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -155652.703125 Penalty: 2344.235352
	Iteration 7Q: 3 clusters Score -155652.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155660.140625 Penalty: 2344.235352
	Iteration 8Q: 3 clusters Score -155660.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155665.687500 Penalty: 2344.235352
	Iteration 9Q: 3 clusters Score -155665.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -155671.187500 Penalty: 2344.235352
	Iteration 10Q: 3 clusters Score -155671.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155678.218750 Penalty: 2344.235352
	Iteration 11Q: 3 clusters Score -155678.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -155681.171875 Penalty: 2344.235352
	Iteration 12Q: 3 clusters Score -155681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -155683.265625 Penalty: 2344.235352
	Iteration 13Q: 3 clusters Score -155683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -155683.921875 Penalty: 2344.235352
	Iteration 14Q: 3 clusters Score -155683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -155684.625000 Penalty: 2344.235352
	Iteration 15Q: 3 clusters Score -155684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -155686.187500 Penalty: 2344.235352
	Iteration 16Q: 3 clusters Score -155686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -155687.031250 Penalty: 2344.235352
	Iteration 17Q: 3 clusters Score -155687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -155688.390625 Penalty: 2344.235352
	Iteration 18Q: 3 clusters Score -155688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155690.171875 Penalty: 2344.235352
	Iteration 19Q: 3 clusters Score -155690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -155691.953125 Penalty: 2344.235352
	Iteration 20F: 3 clusters Score -155692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155693.796875 Penalty: 2344.235352
	Iteration 21Q: 3 clusters Score -155693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155694.656250 Penalty: 2344.235352
	Iteration 22Q: 3 clusters Score -155694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155695.671875 Penalty: 2344.235352
	Iteration 23Q: 3 clusters Score -155695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -155696.625000 Penalty: 2344.235352
	Iteration 24Q: 3 clusters Score -155696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -155698.750000 Penalty: 2344.235352
	Iteration 25Q: 3 clusters Score -155698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155700.343750 Penalty: 2344.235352
	Iteration 26Q: 3 clusters Score -155700.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -155703.468750 Penalty: 2344.235352
	Iteration 27Q: 3 clusters Score -155703.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -155705.421875 Penalty: 2344.235352
	Iteration 28Q: 3 clusters Score -155705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155707.750000 Penalty: 2344.235352
	Iteration 29Q: 3 clusters Score -155707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -155710.656250 Penalty: 2344.235352
	Iteration 30Q: 3 clusters Score -155710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155712.750000 Penalty: 2344.235352
	Iteration 31Q: 3 clusters Score -155712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -155715.140625 Penalty: 2344.235352
	Iteration 32Q: 3 clusters Score -155715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -155718.265625 Penalty: 2344.235352
	Iteration 33Q: 3 clusters Score -155718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -155719.906250 Penalty: 2344.235352
	Iteration 34Q: 3 clusters Score -155719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -155722.218750 Penalty: 2344.235352
	Iteration 35Q: 3 clusters Score -155722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -155722.609375 Penalty: 2344.235352
	Iteration 36Q: 3 clusters Score -155722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155722.921875 Penalty: 2344.235352
	Iteration 37Q: 3 clusters Score -155722.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -155723.453125 Penalty: 2344.235352
	Iteration 38Q: 3 clusters Score -155723.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155723.781250 Penalty: 2344.235352
	Iteration 39Q: 3 clusters Score -155723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -155724.812500 Penalty: 2344.235352
	Iteration 40F: 3 clusters Score -155724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -155725.578125 Penalty: 2344.235352
	Iteration 41Q: 3 clusters Score -155725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -155726.484375 Penalty: 2344.235352
	Iteration 42Q: 3 clusters Score -155726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -155727.296875 Penalty: 2344.235352
	Iteration 43Q: 3 clusters Score -155727.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -155727.296875 Penalty: 2344.235352
	Iteration 44F: 3 clusters Score -155727.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Entering Unmasked Estep 
Score: -3228309.250000 Penalty: 1651.218018
	Iteration 0F: 2 clusters Score -3228309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3211598.000000 Penalty: 3302.436035
	Iteration 0F: 3 clusters Score -3211598 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3218107.000000 Penalty: 3302.436035
	Iteration 1F: 3 clusters Score -3218107 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3218518.000000 Penalty: 3302.436035
	Iteration 2Q: 3 clusters Score -3218518 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3218894.000000 Penalty: 3302.436035
	Iteration 3Q: 3 clusters Score -3218894 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3219335.500000 Penalty: 3302.436035
	Iteration 4Q: 3 clusters Score -3219336 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3219910.500000 Penalty: 3302.436035
	Iteration 5Q: 3 clusters Score -3219910 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3220676.250000 Penalty: 3302.436035
	Iteration 6F: 3 clusters Score -3220676 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3221671.500000 Penalty: 3302.436035
	Iteration 7F: 3 clusters Score -3221672 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3223258.500000 Penalty: 3302.436035
	Iteration 8F: 3 clusters Score -3223258 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3224864.000000 Penalty: 3302.436035
	Iteration 9F: 3 clusters Score -3224864 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3225872.500000 Penalty: 3302.436035
	Iteration 10F: 3 clusters Score -3225872 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3226417.500000 Penalty: 3302.436035
	Iteration 11Q: 3 clusters Score -3226418 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3226682.750000 Penalty: 3302.436035
	Iteration 12Q: 3 clusters Score -3226683 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3226797.500000 Penalty: 3302.436035
	Iteration 13Q: 3 clusters Score -3226798 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3226833.750000 Penalty: 3302.436035
	Iteration 14Q: 3 clusters Score -3226834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3226901.000000 Penalty: 3302.436035
	Iteration 15Q: 3 clusters Score -3226901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3226917.250000 Penalty: 3302.436035
	Iteration 16Q: 3 clusters Score -3226917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3226933.750000 Penalty: 3302.436035
	Iteration 17Q: 3 clusters Score -3226934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3226941.500000 Penalty: 3302.436035
	Iteration 18Q: 3 clusters Score -3226942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3226949.000000 Penalty: 3302.436035
	Iteration 19Q: 3 clusters Score -3226949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3226951.500000 Penalty: 3302.436035
	Iteration 20F: 3 clusters Score -3226952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3226951.000000 Penalty: 3302.436035
	Iteration 21Q: 3 clusters Score -3226951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3226951.000000 Penalty: 3302.436035
	Iteration 22F: 3 clusters Score -3226951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -269410.656250 Penalty: 1253.126709
	Iteration 0F: 2 clusters Score -269410.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -267157.437500 Penalty: 2506.253418
	Iteration 0F: 3 clusters Score -267157.4 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -267686.000000 Penalty: 2506.253418
	Iteration 1F: 3 clusters Score -267686 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -267781.000000 Penalty: 2506.253418
	Iteration 2F: 3 clusters Score -267781 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -267853.000000 Penalty: 2506.253418
	Iteration 3Q: 3 clusters Score -267853 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -267898.375000 Penalty: 2506.253418
	Iteration 4Q: 3 clusters Score -267898.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -267946.562500 Penalty: 2506.253418
	Iteration 5Q: 3 clusters Score -267946.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -267982.843750 Penalty: 2506.253418
	Iteration 6Q: 3 clusters Score -267982.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -268009.312500 Penalty: 2506.253418
	Iteration 7Q: 3 clusters Score -268009.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -268032.625000 Penalty: 2506.253418
	Iteration 8Q: 3 clusters Score -268032.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -268046.281250 Penalty: 2506.253418
	Iteration 9Q: 3 clusters Score -268046.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -268065.593750 Penalty: 2506.253418
	Iteration 10Q: 3 clusters Score -268065.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -268078.906250 Penalty: 2506.253418
	Iteration 11Q: 3 clusters Score -268078.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -268090.000000 Penalty: 2506.253418
	Iteration 12Q: 3 clusters Score -268090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -268100.250000 Penalty: 2506.253418
	Iteration 13Q: 3 clusters Score -268100.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -268109.562500 Penalty: 2506.253418
	Iteration 14Q: 3 clusters Score -268109.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -268119.500000 Penalty: 2506.253418
	Iteration 15Q: 3 clusters Score -268119.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -268132.000000 Penalty: 2506.253418
	Iteration 16Q: 3 clusters Score -268132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -268141.656250 Penalty: 2506.253418
	Iteration 17Q: 3 clusters Score -268141.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -268148.281250 Penalty: 2506.253418
	Iteration 18Q: 3 clusters Score -268148.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -268154.406250 Penalty: 2506.253418
	Iteration 19Q: 3 clusters Score -268154.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -268163.968750 Penalty: 2506.253418
	Iteration 20F: 3 clusters Score -268164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -268173.343750 Penalty: 2506.253418
	Iteration 21Q: 3 clusters Score -268173.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -268182.343750 Penalty: 2506.253418
	Iteration 22Q: 3 clusters Score -268182.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -268193.562500 Penalty: 2506.253418
	Iteration 23Q: 3 clusters Score -268193.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -268205.656250 Penalty: 2506.253418
	Iteration 24Q: 3 clusters Score -268205.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -268218.875000 Penalty: 2506.253418
	Iteration 25Q: 3 clusters Score -268218.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -268239.656250 Penalty: 2506.253418
	Iteration 26Q: 3 clusters Score -268239.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -268250.250000 Penalty: 2506.253418
	Iteration 27Q: 3 clusters Score -268250.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -268258.656250 Penalty: 2506.253418
	Iteration 28Q: 3 clusters Score -268258.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -268263.687500 Penalty: 2506.253418
	Iteration 29Q: 3 clusters Score -268263.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -268268.843750 Penalty: 2506.253418
	Iteration 30Q: 3 clusters Score -268268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -268272.937500 Penalty: 2506.253418
	Iteration 31Q: 3 clusters Score -268272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -268276.093750 Penalty: 2506.253418
	Iteration 32Q: 3 clusters Score -268276.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -268279.375000 Penalty: 2506.253418
	Iteration 33Q: 3 clusters Score -268279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -268284.250000 Penalty: 2506.253418
	Iteration 34Q: 3 clusters Score -268284.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -268287.687500 Penalty: 2506.253418
	Iteration 35Q: 3 clusters Score -268287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -268288.125000 Penalty: 2506.253418
	Iteration 36Q: 3 clusters Score -268288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -268290.468750 Penalty: 2506.253418
	Iteration 37Q: 3 clusters Score -268290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -268292.500000 Penalty: 2506.253418
	Iteration 38Q: 3 clusters Score -268292.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -268296.875000 Penalty: 2506.253418
	Iteration 39Q: 3 clusters Score -268296.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -268300.750000 Penalty: 2506.253418
	Iteration 40F: 3 clusters Score -268300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -268302.312500 Penalty: 2506.253418
	Iteration 41Q: 3 clusters Score -268302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -268302.312500 Penalty: 2506.253418
	Iteration 42Q: 3 clusters Score -268302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -268303.062500 Penalty: 2506.253418
	Iteration 43Q: 3 clusters Score -268303.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -268303.062500 Penalty: 2506.253418
	Iteration 44F: 3 clusters Score -268303.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Entering Unmasked Estep 
Score: -3898260.750000 Penalty: 1686.163940
	Iteration 0F: 2 clusters Score -3898261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3877904.000000 Penalty: 3372.327881
	Iteration 0F: 3 clusters Score -3877904 nChanged 14842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3886249.500000 Penalty: 3372.327881
	Iteration 1F: 3 clusters Score -3886250 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3886767.750000 Penalty: 3372.327881
	Iteration 2Q: 3 clusters Score -3886768 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3887394.250000 Penalty: 3372.327881
	Iteration 3Q: 3 clusters Score -3887394 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3888250.500000 Penalty: 3372.327881
	Iteration 4F: 3 clusters Score -3888250 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3889301.250000 Penalty: 3372.327881
	Iteration 5F: 3 clusters Score -3889301 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3890504.750000 Penalty: 3372.327881
	Iteration 6F: 3 clusters Score -3890505 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3891762.250000 Penalty: 3372.327881
	Iteration 7F: 3 clusters Score -3891762 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3892803.500000 Penalty: 3372.327881
	Iteration 8Q: 3 clusters Score -3892804 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3893451.250000 Penalty: 3372.327881
	Iteration 9Q: 3 clusters Score -3893451 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3893846.250000 Penalty: 3372.327881
	Iteration 10Q: 3 clusters Score -3893846 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3894126.500000 Penalty: 3372.327881
	Iteration 11Q: 3 clusters Score -3894126 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3894393.000000 Penalty: 3372.327881
	Iteration 12Q: 3 clusters Score -3894393 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3894699.000000 Penalty: 3372.327881
	Iteration 13Q: 3 clusters Score -3894699 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3894998.000000 Penalty: 3372.327881
	Iteration 14Q: 3 clusters Score -3894998 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3895287.250000 Penalty: 3372.327881
	Iteration 15Q: 3 clusters Score -3895287 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3895571.000000 Penalty: 3372.327881
	Iteration 16Q: 3 clusters Score -3895571 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3895852.750000 Penalty: 3372.327881
	Iteration 17Q: 3 clusters Score -3895853 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -3896027.500000 Penalty: 3372.327881
	Iteration 18Q: 3 clusters Score -3896028 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -3896248.250000 Penalty: 3372.327881
	Iteration 19Q: 3 clusters Score -3896248 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -3896394.000000 Penalty: 3372.327881
	Iteration 20F: 3 clusters Score -3896394 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3896508.500000 Penalty: 3372.327881
	Iteration 21Q: 3 clusters Score -3896508 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3896582.500000 Penalty: 3372.327881
	Iteration 22Q: 3 clusters Score -3896582 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -3896653.500000 Penalty: 3372.327881
	Iteration 23Q: 3 clusters Score -3896654 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -3896737.500000 Penalty: 3372.327881
	Iteration 24Q: 3 clusters Score -3896738 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -3896765.500000 Penalty: 3372.327881
	Iteration 25Q: 3 clusters Score -3896766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3896788.250000 Penalty: 3372.327881
	Iteration 26Q: 3 clusters Score -3896788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -3896824.000000 Penalty: 3372.327881
	Iteration 27Q: 3 clusters Score -3896824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -3896830.500000 Penalty: 3372.327881
	Iteration 28Q: 3 clusters Score -3896830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -3896845.500000 Penalty: 3372.327881
	Iteration 29Q: 3 clusters Score -3896846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -3896852.000000 Penalty: 3372.327881
	Iteration 30Q: 3 clusters Score -3896852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -3896848.500000 Penalty: 3372.327881
	Iteration 31Q: 3 clusters Score -3896848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -3896843.750000 Penalty: 3372.327881
	Iteration 32Q: 3 clusters Score -3896844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -3896840.500000 Penalty: 3372.327881
	Iteration 33Q: 3 clusters Score -3896840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -3896842.500000 Penalty: 3372.327881
	Iteration 34Q: 3 clusters Score -3896842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -3896844.000000 Penalty: 3372.327881
	Iteration 35Q: 3 clusters Score -3896844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -3896854.250000 Penalty: 3372.327881
	Iteration 36Q: 3 clusters Score -3896854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -3896846.750000 Penalty: 3372.327881
	Iteration 37Q: 3 clusters Score -3896847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -3896848.000000 Penalty: 3372.327881
	Iteration 38Q: 3 clusters Score -3896848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -3896845.000000 Penalty: 3372.327881
	Iteration 39Q: 3 clusters Score -3896845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -3896847.500000 Penalty: 3372.327881
	Iteration 40F: 3 clusters Score -3896848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3896851.000000 Penalty: 3372.327881
	Iteration 41Q: 3 clusters Score -3896851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3896855.750000 Penalty: 3372.327881
	Iteration 42Q: 3 clusters Score -3896856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -3896845.500000 Penalty: 3372.327881
	Iteration 43Q: 3 clusters Score -3896846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3896847.500000 Penalty: 3372.327881
	Iteration 44Q: 3 clusters Score -3896848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -3896845.500000 Penalty: 3372.327881
	Iteration 45Q: 3 clusters Score -3896846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3896843.500000 Penalty: 3372.327881
	Iteration 46Q: 3 clusters Score -3896844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -3896851.750000 Penalty: 3372.327881
	Iteration 47Q: 3 clusters Score -3896852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -3896851.250000 Penalty: 3372.327881
	Iteration 48Q: 3 clusters Score -3896851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3896852.750000 Penalty: 3372.327881
	Iteration 49Q: 3 clusters Score -3896853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3896852.250000 Penalty: 3372.327881
	Iteration 50Q: 3 clusters Score -3896852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -3896851.250000 Penalty: 3372.327881
	Iteration 51Q: 3 clusters Score -3896851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3896851.250000 Penalty: 3372.327881
	Iteration 52Q: 3 clusters Score -3896851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3896850.000000 Penalty: 3372.327881
	Iteration 53Q: 3 clusters Score -3896850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3896851.000000 Penalty: 3372.327881
	Iteration 54Q: 3 clusters Score -3896851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -3896856.250000 Penalty: 3372.327881
	Iteration 55Q: 3 clusters Score -3896856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -3896855.500000 Penalty: 3372.327881
	Iteration 56Q: 3 clusters Score -3896856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3896860.500000 Penalty: 3372.327881
	Iteration 57Q: 3 clusters Score -3896860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -3896861.000000 Penalty: 3372.327881
	Iteration 58Q: 3 clusters Score -3896861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3896861.750000 Penalty: 3372.327881
	Iteration 59Q: 3 clusters Score -3896862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3896861.750000 Penalty: 3372.327881
	Iteration 60F: 3 clusters Score -3896862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Entering Unmasked Estep 
Score: -4476122.000000 Penalty: 1708.107544
	Iteration 0F: 2 clusters Score -4476122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -4452818.500000 Penalty: 3416.215088
	Iteration 0F: 3 clusters Score -4452818 nChanged 17093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -4462392.000000 Penalty: 3416.215088
	Iteration 1F: 3 clusters Score -4462392 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4462839.000000 Penalty: 3416.215088
	Iteration 2Q: 3 clusters Score -4462839 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -4463371.500000 Penalty: 3416.215088
	Iteration 3Q: 3 clusters Score -4463372 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -4464074.500000 Penalty: 3416.215088
	Iteration 4Q: 3 clusters Score -4464074 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -4465051.000000 Penalty: 3416.215088
	Iteration 5F: 3 clusters Score -4465051 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -4466271.500000 Penalty: 3416.215088
	Iteration 6F: 3 clusters Score -4466272 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -4467734.500000 Penalty: 3416.215088
	Iteration 7F: 3 clusters Score -4467734 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -4469340.000000 Penalty: 3416.215088
	Iteration 8F: 3 clusters Score -4469340 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -4470768.500000 Penalty: 3416.215088
	Iteration 9F: 3 clusters Score -4470768 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -4471945.500000 Penalty: 3416.215088
	Iteration 10Q: 3 clusters Score -4471946 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4472761.000000 Penalty: 3416.215088
	Iteration 11Q: 3 clusters Score -4472761 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4473293.500000 Penalty: 3416.215088
	Iteration 12Q: 3 clusters Score -4473294 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4473645.500000 Penalty: 3416.215088
	Iteration 13Q: 3 clusters Score -4473646 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4473842.000000 Penalty: 3416.215088
	Iteration 14Q: 3 clusters Score -4473842 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4474001.000000 Penalty: 3416.215088
	Iteration 15Q: 3 clusters Score -4474001 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4474171.500000 Penalty: 3416.215088
	Iteration 16Q: 3 clusters Score -4474172 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4474239.500000 Penalty: 3416.215088
	Iteration 17Q: 3 clusters Score -4474240 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4474333.500000 Penalty: 3416.215088
	Iteration 18Q: 3 clusters Score -4474334 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4474405.500000 Penalty: 3416.215088
	Iteration 19Q: 3 clusters Score -4474406 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4474458.500000 Penalty: 3416.215088
	Iteration 20F: 3 clusters Score -4474458 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4474516.000000 Penalty: 3416.215088
	Iteration 21Q: 3 clusters Score -4474516 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4474560.000000 Penalty: 3416.215088
	Iteration 22Q: 3 clusters Score -4474560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4474576.500000 Penalty: 3416.215088
	Iteration 23Q: 3 clusters Score -4474576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4474609.500000 Penalty: 3416.215088
	Iteration 24Q: 3 clusters Score -4474610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4474633.000000 Penalty: 3416.215088
	Iteration 25Q: 3 clusters Score -4474633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4474648.000000 Penalty: 3416.215088
	Iteration 26Q: 3 clusters Score -4474648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4474669.500000 Penalty: 3416.215088
	Iteration 27Q: 3 clusters Score -4474670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4474678.500000 Penalty: 3416.215088
	Iteration 28Q: 3 clusters Score -4474678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4474674.000000 Penalty: 3416.215088
	Iteration 29Q: 3 clusters Score -4474674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4474684.500000 Penalty: 3416.215088
	Iteration 30Q: 3 clusters Score -4474684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4474682.500000 Penalty: 3416.215088
	Iteration 31Q: 3 clusters Score -4474682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4474691.000000 Penalty: 3416.215088
	Iteration 32Q: 3 clusters Score -4474691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4474685.500000 Penalty: 3416.215088
	Iteration 33Q: 3 clusters Score -4474686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4474693.500000 Penalty: 3416.215088
	Iteration 34Q: 3 clusters Score -4474694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4474698.500000 Penalty: 3416.215088
	Iteration 35Q: 3 clusters Score -4474698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4474701.500000 Penalty: 3416.215088
	Iteration 36Q: 3 clusters Score -4474702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4474707.500000 Penalty: 3416.215088
	Iteration 37Q: 3 clusters Score -4474708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4474702.000000 Penalty: 3416.215088
	Iteration 38Q: 3 clusters Score -4474702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4474703.500000 Penalty: 3416.215088
	Iteration 39Q: 3 clusters Score -4474704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4474707.000000 Penalty: 3416.215088
	Iteration 40F: 3 clusters Score -4474707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4474708.500000 Penalty: 3416.215088
	Iteration 41Q: 3 clusters Score -4474708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4474714.000000 Penalty: 3416.215088
	Iteration 42Q: 3 clusters Score -4474714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4474714.000000 Penalty: 3416.215088
	Iteration 43F: 3 clusters Score -4474714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Entering Unmasked Estep 
Score: -3964860.000000 Penalty: 1688.416626
	Iteration 0F: 2 clusters Score -3964860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3944252.500000 Penalty: 3376.833252
	Iteration 0F: 3 clusters Score -3944252 nChanged 14992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3952873.500000 Penalty: 3376.833252
	Iteration 1F: 3 clusters Score -3952874 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3953690.500000 Penalty: 3376.833252
	Iteration 2F: 3 clusters Score -3953690 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3954782.250000 Penalty: 3376.833252
	Iteration 3F: 3 clusters Score -3954782 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3956215.250000 Penalty: 3376.833252
	Iteration 4F: 3 clusters Score -3956215 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3957992.750000 Penalty: 3376.833252
	Iteration 5F: 3 clusters Score -3957993 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3959784.750000 Penalty: 3376.833252
	Iteration 6F: 3 clusters Score -3959785 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3960914.000000 Penalty: 3376.833252
	Iteration 7F: 3 clusters Score -3960914 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3961413.500000 Penalty: 3376.833252
	Iteration 8Q: 3 clusters Score -3961414 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3961635.500000 Penalty: 3376.833252
	Iteration 9Q: 3 clusters Score -3961636 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3961724.750000 Penalty: 3376.833252
	Iteration 10Q: 3 clusters Score -3961725 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3961816.250000 Penalty: 3376.833252
	Iteration 11Q: 3 clusters Score -3961816 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3961872.500000 Penalty: 3376.833252
	Iteration 12Q: 3 clusters Score -3961872 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3961943.500000 Penalty: 3376.833252
	Iteration 13Q: 3 clusters Score -3961944 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3962015.500000 Penalty: 3376.833252
	Iteration 14Q: 3 clusters Score -3962016 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -3962040.250000 Penalty: 3376.833252
	Iteration 15Q: 3 clusters Score -3962040 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -3962090.750000 Penalty: 3376.833252
	Iteration 16Q: 3 clusters Score -3962091 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3962121.500000 Penalty: 3376.833252
	Iteration 17Q: 3 clusters Score -3962122 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3962146.750000 Penalty: 3376.833252
	Iteration 18Q: 3 clusters Score -3962147 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3962146.250000 Penalty: 3376.833252
	Iteration 19Q: 3 clusters Score -3962146 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3962165.750000 Penalty: 3376.833252
	Iteration 20F: 3 clusters Score -3962166 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -3962180.750000 Penalty: 3376.833252
	Iteration 21Q: 3 clusters Score -3962181 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3962198.250000 Penalty: 3376.833252
	Iteration 22Q: 3 clusters Score -3962198 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3962221.000000 Penalty: 3376.833252
	Iteration 23Q: 3 clusters Score -3962221 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3962225.500000 Penalty: 3376.833252
	Iteration 24Q: 3 clusters Score -3962226 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3962241.500000 Penalty: 3376.833252
	Iteration 25Q: 3 clusters Score -3962242 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3962258.750000 Penalty: 3376.833252
	Iteration 26Q: 3 clusters Score -3962259 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3962266.500000 Penalty: 3376.833252
	Iteration 27Q: 3 clusters Score -3962266 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3962296.750000 Penalty: 3376.833252
	Iteration 28Q: 3 clusters Score -3962297 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -3962333.250000 Penalty: 3376.833252
	Iteration 29Q: 3 clusters Score -3962333 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3962361.250000 Penalty: 3376.833252
	Iteration 30Q: 3 clusters Score -3962361 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3962379.750000 Penalty: 3376.833252
	Iteration 31Q: 3 clusters Score -3962380 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3962402.250000 Penalty: 3376.833252
	Iteration 32Q: 3 clusters Score -3962402 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3962429.750000 Penalty: 3376.833252
	Iteration 33Q: 3 clusters Score -3962430 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3962465.750000 Penalty: 3376.833252
	Iteration 34Q: 3 clusters Score -3962466 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3962499.500000 Penalty: 3376.833252
	Iteration 35Q: 3 clusters Score -3962500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3962537.000000 Penalty: 3376.833252
	Iteration 36Q: 3 clusters Score -3962537 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3962573.750000 Penalty: 3376.833252
	Iteration 37Q: 3 clusters Score -3962574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3962601.750000 Penalty: 3376.833252
	Iteration 38Q: 3 clusters Score -3962602 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3962632.750000 Penalty: 3376.833252
	Iteration 39Q: 3 clusters Score -3962633 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3962666.000000 Penalty: 3376.833252
	Iteration 40F: 3 clusters Score -3962666 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3962691.750000 Penalty: 3376.833252
	Iteration 41Q: 3 clusters Score -3962692 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3962736.000000 Penalty: 3376.833252
	Iteration 42Q: 3 clusters Score -3962736 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3962781.500000 Penalty: 3376.833252
	Iteration 43Q: 3 clusters Score -3962782 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3962808.750000 Penalty: 3376.833252
	Iteration 44Q: 3 clusters Score -3962809 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3962811.500000 Penalty: 3376.833252
	Iteration 45Q: 3 clusters Score -3962812 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3962842.000000 Penalty: 3376.833252
	Iteration 46Q: 3 clusters Score -3962842 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3962862.500000 Penalty: 3376.833252
	Iteration 47Q: 3 clusters Score -3962862 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3962883.250000 Penalty: 3376.833252
	Iteration 48Q: 3 clusters Score -3962883 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3962900.500000 Penalty: 3376.833252
	Iteration 49Q: 3 clusters Score -3962900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3962910.000000 Penalty: 3376.833252
	Iteration 50Q: 3 clusters Score -3962910 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3962940.750000 Penalty: 3376.833252
	Iteration 51Q: 3 clusters Score -3962941 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3962977.750000 Penalty: 3376.833252
	Iteration 52Q: 3 clusters Score -3962978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3963010.250000 Penalty: 3376.833252
	Iteration 53Q: 3 clusters Score -3963010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3963061.500000 Penalty: 3376.833252
	Iteration 54Q: 3 clusters Score -3963062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3963095.500000 Penalty: 3376.833252
	Iteration 55Q: 3 clusters Score -3963096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3963125.750000 Penalty: 3376.833252
	Iteration 56Q: 3 clusters Score -3963126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3963147.250000 Penalty: 3376.833252
	Iteration 57Q: 3 clusters Score -3963147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3963168.500000 Penalty: 3376.833252
	Iteration 58Q: 3 clusters Score -3963168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3963190.750000 Penalty: 3376.833252
	Iteration 59Q: 3 clusters Score -3963191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3963236.000000 Penalty: 3376.833252
	Iteration 60F: 3 clusters Score -3963236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3963272.250000 Penalty: 3376.833252
	Iteration 61Q: 3 clusters Score -3963272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3963285.250000 Penalty: 3376.833252
	Iteration 62Q: 3 clusters Score -3963285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3963290.000000 Penalty: 3376.833252
	Iteration 63Q: 3 clusters Score -3963290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3963292.750000 Penalty: 3376.833252
	Iteration 64Q: 3 clusters Score -3963293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3963291.250000 Penalty: 3376.833252
	Iteration 65Q: 3 clusters Score -3963291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3963298.000000 Penalty: 3376.833252
	Iteration 66Q: 3 clusters Score -3963298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3963312.750000 Penalty: 3376.833252
	Iteration 67Q: 3 clusters Score -3963313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3963315.750000 Penalty: 3376.833252
	Iteration 68Q: 3 clusters Score -3963316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3963318.000000 Penalty: 3376.833252
	Iteration 69Q: 3 clusters Score -3963318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3963325.000000 Penalty: 3376.833252
	Iteration 70Q: 3 clusters Score -3963325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3963326.500000 Penalty: 3376.833252
	Iteration 71Q: 3 clusters Score -3963326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3963325.750000 Penalty: 3376.833252
	Iteration 72Q: 3 clusters Score -3963326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3963326.500000 Penalty: 3376.833252
	Iteration 73Q: 3 clusters Score -3963326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3963333.250000 Penalty: 3376.833252
	Iteration 74Q: 3 clusters Score -3963333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3963340.000000 Penalty: 3376.833252
	Iteration 75Q: 3 clusters Score -3963340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3963341.750000 Penalty: 3376.833252
	Iteration 76Q: 3 clusters Score -3963342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3963345.000000 Penalty: 3376.833252
	Iteration 77Q: 3 clusters Score -3963345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3963348.500000 Penalty: 3376.833252
	Iteration 78Q: 3 clusters Score -3963348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3963348.000000 Penalty: 3376.833252
	Iteration 79Q: 3 clusters Score -3963348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3963353.250000 Penalty: 3376.833252
	Iteration 80F: 3 clusters Score -3963353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3963362.000000 Penalty: 3376.833252
	Iteration 81Q: 3 clusters Score -3963362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3963363.000000 Penalty: 3376.833252
	Iteration 82Q: 3 clusters Score -3963363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3963366.000000 Penalty: 3376.833252
	Iteration 83Q: 3 clusters Score -3963366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3963376.000000 Penalty: 3376.833252
	Iteration 84Q: 3 clusters Score -3963376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3963366.750000 Penalty: 3376.833252
	Iteration 85Q: 3 clusters Score -3963367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3963371.000000 Penalty: 3376.833252
	Iteration 86Q: 3 clusters Score -3963371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3963381.250000 Penalty: 3376.833252
	Iteration 87Q: 3 clusters Score -3963381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3963379.250000 Penalty: 3376.833252
	Iteration 88Q: 3 clusters Score -3963379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3963391.000000 Penalty: 3376.833252
	Iteration 89Q: 3 clusters Score -3963391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3963393.750000 Penalty: 3376.833252
	Iteration 90Q: 3 clusters Score -3963394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3963390.500000 Penalty: 3376.833252
	Iteration 91Q: 3 clusters Score -3963390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3963391.750000 Penalty: 3376.833252
	Iteration 92Q: 3 clusters Score -3963392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3963402.000000 Penalty: 3376.833252
	Iteration 93Q: 3 clusters Score -3963402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3963390.750000 Penalty: 3376.833252
	Iteration 94Q: 3 clusters Score -3963391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3963411.500000 Penalty: 3376.833252
	Iteration 95Q: 3 clusters Score -3963412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3963424.750000 Penalty: 3376.833252
	Iteration 96Q: 3 clusters Score -3963425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3963431.500000 Penalty: 3376.833252
	Iteration 97Q: 3 clusters Score -3963432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3963428.000000 Penalty: 3376.833252
	Iteration 98Q: 3 clusters Score -3963428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3963430.250000 Penalty: 3376.833252
	Iteration 99Q: 3 clusters Score -3963430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3963440.250000 Penalty: 3376.833252
	Iteration 100F: 3 clusters Score -3963440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3963433.250000 Penalty: 3376.833252
	Iteration 101Q: 3 clusters Score -3963433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3963434.500000 Penalty: 3376.833252
	Iteration 102Q: 3 clusters Score -3963434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3963436.500000 Penalty: 3376.833252
	Iteration 103Q: 3 clusters Score -3963436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3963436.250000 Penalty: 3376.833252
	Iteration 104Q: 3 clusters Score -3963436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3963436.250000 Penalty: 3376.833252
	Iteration 105F: 3 clusters Score -3963436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -15936.086914 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -15936.09 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 66 members 
Entering Unmasked Estep 
Score: -15416.670898 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -15416.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15477.196289 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -15477.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15494.007812 Penalty: 1647.393921
	Iteration 2Q: 3 clusters Score -15494.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15508.881836 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -15508.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15528.429688 Penalty: 1647.393921
	Iteration 4Q: 3 clusters Score -15528.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15534.735352 Penalty: 1647.393921
	Iteration 5Q: 3 clusters Score -15534.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15545.705078 Penalty: 1647.393921
	Iteration 6Q: 3 clusters Score -15545.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15548.783203 Penalty: 1647.393921
	Iteration 7Q: 3 clusters Score -15548.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15551.930664 Penalty: 1647.393921
	Iteration 8Q: 3 clusters Score -15551.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15556.561523 Penalty: 1647.393921
	Iteration 9Q: 3 clusters Score -15556.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15559.727539 Penalty: 1647.393921
	Iteration 10Q: 3 clusters Score -15559.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15563.807617 Penalty: 1647.393921
	Iteration 11Q: 3 clusters Score -15563.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15563.807617 Penalty: 1647.393921
	Iteration 12F: 3 clusters Score -15563.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Entering Unmasked Estep 
Score: -1074630.000000 Penalty: 1483.377808
	Iteration 0F: 2 clusters Score -1074630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1067922.250000 Penalty: 2966.755615
	Iteration 0F: 3 clusters Score -1067922 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1070216.750000 Penalty: 2966.755615
	Iteration 1F: 3 clusters Score -1070217 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1070774.125000 Penalty: 2966.755615
	Iteration 2F: 3 clusters Score -1070774 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1071408.625000 Penalty: 2966.755615
	Iteration 3F: 3 clusters Score -1071409 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1072059.750000 Penalty: 2966.755615
	Iteration 4F: 3 clusters Score -1072060 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1072627.750000 Penalty: 2966.755615
	Iteration 5F: 3 clusters Score -1072628 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1073089.125000 Penalty: 2966.755615
	Iteration 6F: 3 clusters Score -1073089 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1073452.375000 Penalty: 2966.755615
	Iteration 7F: 3 clusters Score -1073452 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1073719.125000 Penalty: 2966.755615
	Iteration 8Q: 3 clusters Score -1073719 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1073912.000000 Penalty: 2966.755615
	Iteration 9Q: 3 clusters Score -1073912 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1074071.875000 Penalty: 2966.755615
	Iteration 10Q: 3 clusters Score -1074072 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1074169.000000 Penalty: 2966.755615
	Iteration 11Q: 3 clusters Score -1074169 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1074252.625000 Penalty: 2966.755615
	Iteration 12Q: 3 clusters Score -1074253 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1074315.750000 Penalty: 2966.755615
	Iteration 13Q: 3 clusters Score -1074316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1074353.125000 Penalty: 2966.755615
	Iteration 14Q: 3 clusters Score -1074353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1074370.500000 Penalty: 2966.755615
	Iteration 15Q: 3 clusters Score -1074370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1074377.750000 Penalty: 2966.755615
	Iteration 16Q: 3 clusters Score -1074378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1074386.125000 Penalty: 2966.755615
	Iteration 17Q: 3 clusters Score -1074386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1074394.375000 Penalty: 2966.755615
	Iteration 18Q: 3 clusters Score -1074394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1074394.125000 Penalty: 2966.755615
	Iteration 19Q: 3 clusters Score -1074394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1074397.500000 Penalty: 2966.755615
	Iteration 20F: 3 clusters Score -1074398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1074400.125000 Penalty: 2966.755615
	Iteration 21Q: 3 clusters Score -1074400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1074401.500000 Penalty: 2966.755615
	Iteration 22Q: 3 clusters Score -1074402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1074402.000000 Penalty: 2966.755615
	Iteration 23Q: 3 clusters Score -1074402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1074403.000000 Penalty: 2966.755615
	Iteration 24Q: 3 clusters Score -1074403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1074406.125000 Penalty: 2966.755615
	Iteration 25Q: 3 clusters Score -1074406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1074407.875000 Penalty: 2966.755615
	Iteration 26Q: 3 clusters Score -1074408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1074409.000000 Penalty: 2966.755615
	Iteration 27Q: 3 clusters Score -1074409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1074410.750000 Penalty: 2966.755615
	Iteration 28Q: 3 clusters Score -1074411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1074412.375000 Penalty: 2966.755615
	Iteration 29Q: 3 clusters Score -1074412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1074411.375000 Penalty: 2966.755615
	Iteration 30Q: 3 clusters Score -1074411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1074411.625000 Penalty: 2966.755615
	Iteration 31Q: 3 clusters Score -1074412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1074411.625000 Penalty: 2966.755615
	Iteration 32F: 3 clusters Score -1074412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53328.312500 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53328.31 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 168 members 
Entering Unmasked Estep 
Score: -52377.789062 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52377.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52482.593750 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52482.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52525.531250 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52525.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52541.972656 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52541.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52547.636719 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52547.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52557.523438 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52557.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52566.093750 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -52566.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52571.453125 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -52571.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52573.578125 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -52573.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52573.578125 Penalty: 1881.737183
	Iteration 9F: 3 clusters Score -52573.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Entering Unmasked Estep 
Score: -2061419.250000 Penalty: 1580.130981
	Iteration 0F: 2 clusters Score -2061419 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 8290 members 
Entering Unmasked Estep 
Score: -2049894.500000 Penalty: 3160.261963
	Iteration 0F: 3 clusters Score -2049894 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2054001.125000 Penalty: 3160.261963
	Iteration 1F: 3 clusters Score -2054001 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2054302.625000 Penalty: 3160.261963
	Iteration 2Q: 3 clusters Score -2054303 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2054577.125000 Penalty: 3160.261963
	Iteration 3Q: 3 clusters Score -2054577 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2054832.750000 Penalty: 3160.261963
	Iteration 4Q: 3 clusters Score -2054833 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2055094.625000 Penalty: 3160.261963
	Iteration 5Q: 3 clusters Score -2055095 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2055409.625000 Penalty: 3160.261963
	Iteration 6Q: 3 clusters Score -2055410 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2055777.000000 Penalty: 3160.261963
	Iteration 7Q: 3 clusters Score -2055777 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2056210.625000 Penalty: 3160.261963
	Iteration 8Q: 3 clusters Score -2056211 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2056707.500000 Penalty: 3160.261963
	Iteration 9F: 3 clusters Score -2056708 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2057341.500000 Penalty: 3160.261963
	Iteration 10F: 3 clusters Score -2057342 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2058013.000000 Penalty: 3160.261963
	Iteration 11F: 3 clusters Score -2058013 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2058667.125000 Penalty: 3160.261963
	Iteration 12F: 3 clusters Score -2058667 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2059164.875000 Penalty: 3160.261963
	Iteration 13Q: 3 clusters Score -2059165 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2059497.750000 Penalty: 3160.261963
	Iteration 14Q: 3 clusters Score -2059498 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2059734.375000 Penalty: 3160.261963
	Iteration 15Q: 3 clusters Score -2059734 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2059847.625000 Penalty: 3160.261963
	Iteration 16Q: 3 clusters Score -2059848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2059904.250000 Penalty: 3160.261963
	Iteration 17Q: 3 clusters Score -2059904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2059931.500000 Penalty: 3160.261963
	Iteration 18Q: 3 clusters Score -2059932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2059959.375000 Penalty: 3160.261963
	Iteration 19Q: 3 clusters Score -2059959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2059974.250000 Penalty: 3160.261963
	Iteration 20F: 3 clusters Score -2059974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2059992.375000 Penalty: 3160.261963
	Iteration 21Q: 3 clusters Score -2059992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2060009.500000 Penalty: 3160.261963
	Iteration 22Q: 3 clusters Score -2060010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2060015.750000 Penalty: 3160.261963
	Iteration 23Q: 3 clusters Score -2060016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2060022.000000 Penalty: 3160.261963
	Iteration 24Q: 3 clusters Score -2060022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2060031.250000 Penalty: 3160.261963
	Iteration 25Q: 3 clusters Score -2060031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2060035.500000 Penalty: 3160.261963
	Iteration 26Q: 3 clusters Score -2060036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2060035.625000 Penalty: 3160.261963
	Iteration 27Q: 3 clusters Score -2060036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2060039.125000 Penalty: 3160.261963
	Iteration 28Q: 3 clusters Score -2060039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2060040.500000 Penalty: 3160.261963
	Iteration 29Q: 3 clusters Score -2060040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2060040.500000 Penalty: 3160.261963
	Iteration 30F: 3 clusters Score -2060040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Entering Unmasked Estep 
Score: -3521573.750000 Penalty: 1664.387695
	Iteration 0F: 2 clusters Score -3521574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3504002.750000 Penalty: 3328.775391
	Iteration 0F: 3 clusters Score -3504003 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3511007.500000 Penalty: 3328.775391
	Iteration 1F: 3 clusters Score -3511008 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3511245.500000 Penalty: 3328.775391
	Iteration 2Q: 3 clusters Score -3511246 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3511467.250000 Penalty: 3328.775391
	Iteration 3Q: 3 clusters Score -3511467 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3511706.250000 Penalty: 3328.775391
	Iteration 4Q: 3 clusters Score -3511706 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3511972.500000 Penalty: 3328.775391
	Iteration 5Q: 3 clusters Score -3511972 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -3512328.000000 Penalty: 3328.775391
	Iteration 6Q: 3 clusters Score -3512328 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3512870.750000 Penalty: 3328.775391
	Iteration 7Q: 3 clusters Score -3512871 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -3513716.500000 Penalty: 3328.775391
	Iteration 8F: 3 clusters Score -3513716 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3515182.750000 Penalty: 3328.775391
	Iteration 9F: 3 clusters Score -3515183 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3516759.250000 Penalty: 3328.775391
	Iteration 10F: 3 clusters Score -3516759 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3518042.250000 Penalty: 3328.775391
	Iteration 11F: 3 clusters Score -3518042 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3518875.250000 Penalty: 3328.775391
	Iteration 12Q: 3 clusters Score -3518875 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3519399.500000 Penalty: 3328.775391
	Iteration 13Q: 3 clusters Score -3519400 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3519675.250000 Penalty: 3328.775391
	Iteration 14Q: 3 clusters Score -3519675 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3519852.250000 Penalty: 3328.775391
	Iteration 15Q: 3 clusters Score -3519852 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3519920.750000 Penalty: 3328.775391
	Iteration 16Q: 3 clusters Score -3519921 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -3519987.000000 Penalty: 3328.775391
	Iteration 17Q: 3 clusters Score -3519987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3520012.250000 Penalty: 3328.775391
	Iteration 18Q: 3 clusters Score -3520012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3520028.000000 Penalty: 3328.775391
	Iteration 19Q: 3 clusters Score -3520028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3520035.250000 Penalty: 3328.775391
	Iteration 20F: 3 clusters Score -3520035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3520053.750000 Penalty: 3328.775391
	Iteration 21Q: 3 clusters Score -3520054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3520061.250000 Penalty: 3328.775391
	Iteration 22Q: 3 clusters Score -3520061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3520065.750000 Penalty: 3328.775391
	Iteration 23Q: 3 clusters Score -3520066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -3520075.000000 Penalty: 3328.775391
	Iteration 24Q: 3 clusters Score -3520075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3520077.750000 Penalty: 3328.775391
	Iteration 25Q: 3 clusters Score -3520078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3520082.250000 Penalty: 3328.775391
	Iteration 26Q: 3 clusters Score -3520082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3520087.500000 Penalty: 3328.775391
	Iteration 27Q: 3 clusters Score -3520088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -3520089.750000 Penalty: 3328.775391
	Iteration 28Q: 3 clusters Score -3520090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3520096.000000 Penalty: 3328.775391
	Iteration 29Q: 3 clusters Score -3520096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3520096.000000 Penalty: 3328.775391
	Iteration 30F: 3 clusters Score -3520096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 11817 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25883 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 8 contains 32093 members 
Mstep: Class 9 contains 36733 members 
Mstep: Class 12 contains 32541 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9214 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16712 members 
Mstep: Class 19 contains 28068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442742.000000 Penalty: 27982.333984
Iteration 479Q: 15 clusters Score -2.644274e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11823 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25874 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 8 contains 32085 members 
Mstep: Class 9 contains 36733 members 
Mstep: Class 12 contains 32544 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9216 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16712 members 
Mstep: Class 19 contains 28073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442756.000000 Penalty: 27982.333984
Iteration 480F: 15 clusters Score -2.644276e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11828 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25859 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 8 contains 32091 members 
Mstep: Class 9 contains 36731 members 
Mstep: Class 12 contains 32544 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9216 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16711 members 
Mstep: Class 19 contains 28080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442790.000000 Penalty: 27982.333984
Iteration 481Q: 15 clusters Score -2.644279e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22192 members 
Mstep: Class 3 contains 11830 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25847 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 8 contains 32082 members 
Mstep: Class 9 contains 36729 members 
Mstep: Class 12 contains 32554 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9217 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16711 members 
Mstep: Class 19 contains 28089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442790.000000 Penalty: 27982.333984
Iteration 482Q: 15 clusters Score -2.644279e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 11831 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25845 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 8 contains 32079 members 
Mstep: Class 9 contains 36734 members 
Mstep: Class 12 contains 32556 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9218 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16708 members 
Mstep: Class 19 contains 28087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442828.000000 Penalty: 27982.333984
Iteration 483Q: 15 clusters Score -2.644283e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 11835 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25832 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 8 contains 32073 members 
Mstep: Class 9 contains 36740 members 
Mstep: Class 12 contains 32557 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9220 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16706 members 
Mstep: Class 19 contains 28095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442808.000000 Penalty: 27982.333984
Iteration 484Q: 15 clusters Score -2.644281e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22195 members 
Mstep: Class 3 contains 11833 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25825 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 8 contains 32076 members 
Mstep: Class 9 contains 36734 members 
Mstep: Class 12 contains 32563 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9223 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16701 members 
Mstep: Class 19 contains 28103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442792.000000 Penalty: 27982.333984
Iteration 485Q: 15 clusters Score -2.644279e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 11835 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25811 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 8 contains 32075 members 
Mstep: Class 9 contains 36730 members 
Mstep: Class 12 contains 32576 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9223 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16696 members 
Mstep: Class 19 contains 28113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442790.000000 Penalty: 27982.333984
Iteration 486Q: 15 clusters Score -2.644279e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22196 members 
Mstep: Class 3 contains 11837 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 8 contains 32077 members 
Mstep: Class 9 contains 36718 members 
Mstep: Class 12 contains 32585 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9225 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16694 members 
Mstep: Class 19 contains 28124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442830.000000 Penalty: 27982.333984
Iteration 487Q: 15 clusters Score -2.644283e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 11839 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25798 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 8 contains 32075 members 
Mstep: Class 9 contains 36718 members 
Mstep: Class 12 contains 32579 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9229 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16694 members 
Mstep: Class 19 contains 28130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442780.000000 Penalty: 27982.333984
Iteration 488Q: 15 clusters Score -2.644278e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22196 members 
Mstep: Class 3 contains 11834 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25794 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 8 contains 32078 members 
Mstep: Class 9 contains 36715 members 
Mstep: Class 12 contains 32579 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9231 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16694 members 
Mstep: Class 19 contains 28138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442736.000000 Penalty: 27982.333984
Iteration 489Q: 15 clusters Score -2.644274e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22198 members 
Mstep: Class 3 contains 11836 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25799 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 8 contains 32082 members 
Mstep: Class 9 contains 36711 members 
Mstep: Class 12 contains 32568 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9230 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16693 members 
Mstep: Class 19 contains 28142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442726.000000 Penalty: 27982.333984
Iteration 490Q: 15 clusters Score -2.644273e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 11838 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25792 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 8 contains 32095 members 
Mstep: Class 9 contains 36709 members 
Mstep: Class 12 contains 32561 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9229 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16698 members 
Mstep: Class 19 contains 28140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442730.000000 Penalty: 27982.333984
Iteration 491Q: 15 clusters Score -2.644273e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 11839 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25784 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 8 contains 32104 members 
Mstep: Class 9 contains 36710 members 
Mstep: Class 12 contains 32559 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9229 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16700 members 
Mstep: Class 19 contains 28137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442786.000000 Penalty: 27982.333984
Iteration 492Q: 15 clusters Score -2.644279e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 11841 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25785 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 8 contains 32106 members 
Mstep: Class 9 contains 36703 members 
Mstep: Class 12 contains 32563 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9234 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16702 members 
Mstep: Class 19 contains 28132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442758.000000 Penalty: 27982.333984
Iteration 493Q: 15 clusters Score -2.644276e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 11839 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25786 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 8 contains 32105 members 
Mstep: Class 9 contains 36708 members 
Mstep: Class 12 contains 32567 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9239 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16704 members 
Mstep: Class 19 contains 28123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442720.000000 Penalty: 27982.333984
Iteration 494Q: 15 clusters Score -2.644272e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22186 members 
Mstep: Class 3 contains 11840 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25794 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 8 contains 32111 members 
Mstep: Class 9 contains 36707 members 
Mstep: Class 12 contains 32567 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9241 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16704 members 
Mstep: Class 19 contains 28115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442752.000000 Penalty: 27982.333984
Iteration 495Q: 15 clusters Score -2.644275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22183 members 
Mstep: Class 3 contains 11842 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25798 members 
Mstep: Class 6 contains 2219 members 
Mstep: Class 8 contains 32111 members 
Mstep: Class 9 contains 36702 members 
Mstep: Class 12 contains 32568 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9244 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16705 members 
Mstep: Class 19 contains 28113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442724.000000 Penalty: 27982.333984
Iteration 496Q: 15 clusters Score -2.644272e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22184 members 
Mstep: Class 3 contains 11842 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25802 members 
Mstep: Class 6 contains 2217 members 
Mstep: Class 8 contains 32113 members 
Mstep: Class 9 contains 36702 members 
Mstep: Class 12 contains 32567 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9244 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16707 members 
Mstep: Class 19 contains 28107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442712.000000 Penalty: 27982.333984
Iteration 497Q: 15 clusters Score -2.644271e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22183 members 
Mstep: Class 3 contains 11845 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25798 members 
Mstep: Class 6 contains 2217 members 
Mstep: Class 8 contains 32117 members 
Mstep: Class 9 contains 36707 members 
Mstep: Class 12 contains 32566 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9244 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16709 members 
Mstep: Class 19 contains 28099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442708.000000 Penalty: 27982.333984
Iteration 498Q: 15 clusters Score -2.644271e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22183 members 
Mstep: Class 3 contains 11847 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25795 members 
Mstep: Class 6 contains 2217 members 
Mstep: Class 8 contains 32118 members 
Mstep: Class 9 contains 36710 members 
Mstep: Class 12 contains 32564 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9244 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16710 members 
Mstep: Class 19 contains 28097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442696.000000 Penalty: 27982.333984
Iteration 499Q: 15 clusters Score -2.64427e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22184 members 
Mstep: Class 3 contains 11846 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 25794 members 
Mstep: Class 6 contains 2217 members 
Mstep: Class 8 contains 32123 members 
Mstep: Class 9 contains 36710 members 
Mstep: Class 12 contains 32566 members 
Mstep: Class 14 contains 159 members 
Mstep: Class 15 contains 9244 members 
Mstep: Class 16 contains 327 members 
Mstep: Class 17 contains 16710 members 
Mstep: Class 19 contains 28091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442722.000000 Penalty: 27982.333984
Iteration 500F: 15 clusters Score -2.644272e+07 nChanged 32
Maximum iterations exceeded
--- Evaluating fit on full set of 659042 points ---
Entering Unmasked Estep 
Score: -79337120.000000 Penalty: 30481.683594
23->15 Clusters: Score -79337120.000000, best is -79362744.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 219680 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9368 members 
Mstep: Class 3 contains 9442 members 
Mstep: Class 4 contains 9387 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 9453 members 
Mstep: Class 7 contains 9549 members 
Mstep: Class 8 contains 9785 members 
Mstep: Class 9 contains 9662 members 
Mstep: Class 10 contains 9803 members 
Mstep: Class 11 contains 9634 members 
Mstep: Class 12 contains 9567 members 
Mstep: Class 13 contains 9433 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 9563 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 9531 members 
Mstep: Class 18 contains 9710 members 
Mstep: Class 19 contains 9478 members 
Mstep: Class 20 contains 9532 members 
Mstep: Class 21 contains 9649 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 9592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 34.256851 but Gain 1998.738281
Score: -25522842.000000 Penalty: 43972.238281
Iteration 0F: 23 clusters Score -2.552284e+07 nChanged 209026
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 26777 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 48852 members 
Mstep: Class 8 contains 15648 members 
Mstep: Class 9 contains 881 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2021 members 
Mstep: Class 13 contains 53640 members 
Mstep: Class 14 contains 2762 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 3092 members 
Mstep: Class 17 contains 22762 members 
Mstep: Class 18 contains 9658 members 
Mstep: Class 19 contains 1272 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 4805 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 2833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 200.841644 but Gain 1998.738281
Score: -26168258.000000 Penalty: 41973.500000
Iteration 1F: 22 clusters Score -2.616826e+07 nChanged 68732
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35051 members 
Mstep: Class 3 contains 2497 members 
Mstep: Class 4 contains 724 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 46057 members 
Mstep: Class 8 contains 17129 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 1384 members 
Mstep: Class 13 contains 52283 members 
Mstep: Class 14 contains 1700 members 
Mstep: Class 15 contains 11728 members 
Mstep: Class 16 contains 4756 members 
Mstep: Class 17 contains 28282 members 
Mstep: Class 18 contains 7007 members 
Mstep: Class 19 contains 1474 members 
Mstep: Class 20 contains 80 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 23 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 325.768250 but Gain 1998.738281
Score: -26242684.000000 Penalty: 39974.761719
Iteration 2F: 21 clusters Score -2.624268e+07 nChanged 45691
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 40961 members 
Mstep: Class 3 contains 1589 members 
Mstep: Class 4 contains 499 members 
Mstep: Class 7 contains 46737 members 
Mstep: Class 8 contains 18105 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 616 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 40481 members 
Mstep: Class 14 contains 1141 members 
Mstep: Class 15 contains 13132 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 34629 members 
Mstep: Class 18 contains 6824 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1921 members 
Mstep: Class 23 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 566.317322 but Gain 1998.738281
Score: -26284278.000000 Penalty: 37976.023438
Iteration 3F: 20 clusters Score -2.628428e+07 nChanged 38054
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 39627 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 7 contains 47716 members 
Mstep: Class 8 contains 18987 members 
Mstep: Class 9 contains 969 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 1879 members 
Mstep: Class 12 contains 1102 members 
Mstep: Class 13 contains 33139 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 15776 members 
Mstep: Class 16 contains 6013 members 
Mstep: Class 17 contains 40597 members 
Mstep: Class 18 contains 7475 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 23 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 534.801392 but Gain 1998.738281
Score: -26314900.000000 Penalty: 35977.285156
Iteration 4F: 19 clusters Score -2.63149e+07 nChanged 32333
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 35275 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 7 contains 47823 members 
Mstep: Class 8 contains 20839 members 
Mstep: Class 9 contains 974 members 
Mstep: Class 10 contains 269 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 870 members 
Mstep: Class 13 contains 29491 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 19437 members 
Mstep: Class 16 contains 6310 members 
Mstep: Class 17 contains 43353 members 
Mstep: Class 18 contains 8685 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 75 members 
Mstep: Class 21 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 706.805176 but Gain 1998.738281
Score: -26337424.000000 Penalty: 33978.546875
Iteration 5F: 18 clusters Score -2.633742e+07 nChanged 26027
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 31096 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 7 contains 46482 members 
Mstep: Class 8 contains 23897 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 189 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 661 members 
Mstep: Class 13 contains 28812 members 
Mstep: Class 14 contains 552 members 
Mstep: Class 15 contains 22826 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 42353 members 
Mstep: Class 18 contains 10214 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 21 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 808.410217 but Gain 1998.738281
Score: -26357536.000000 Penalty: 31979.808594
Iteration 6F: 17 clusters Score -2.635754e+07 nChanged 21309
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27720 members 
Mstep: Class 3 contains 597 members 
Mstep: Class 7 contains 44029 members 
Mstep: Class 8 contains 27293 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 486 members 
Mstep: Class 13 contains 29417 members 
Mstep: Class 15 contains 25525 members 
Mstep: Class 16 contains 6589 members 
Mstep: Class 17 contains 40516 members 
Mstep: Class 18 contains 12045 members 
Mstep: Class 19 contains 1456 members 
Mstep: Class 21 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 852.969910 but Gain 1998.736328
Score: -26375384.000000 Penalty: 29981.072266
Iteration 7F: 16 clusters Score -2.637538e+07 nChanged 18128
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25292 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 7 contains 41419 members 
Mstep: Class 8 contains 30760 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 154 members 
Mstep: Class 11 contains 1687 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 30008 members 
Mstep: Class 15 contains 27495 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 38390 members 
Mstep: Class 18 contains 13952 members 
Mstep: Class 19 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 964.047363 but Gain 1998.738281
Score: -26390730.000000 Penalty: 27982.333984
Iteration 8F: 15 clusters Score -2.639073e+07 nChanged 16410
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 23689 members 
Mstep: Class 7 contains 39121 members 
Mstep: Class 8 contains 34642 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 1830 members 
Mstep: Class 12 contains 343 members 
Mstep: Class 13 contains 29984 members 
Mstep: Class 15 contains 28998 members 
Mstep: Class 16 contains 6521 members 
Mstep: Class 17 contains 35648 members 
Mstep: Class 18 contains 15854 members 
Mstep: Class 19 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1027.933472 but Gain 1998.738281
Score: -26403072.000000 Penalty: 25983.595703
Iteration 9F: 14 clusters Score -2.640307e+07 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 22935 members 
Mstep: Class 7 contains 37499 members 
Mstep: Class 8 contains 39098 members 
Mstep: Class 9 contains 835 members 
Mstep: Class 10 contains 147 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 337 members 
Mstep: Class 13 contains 29159 members 
Mstep: Class 15 contains 30073 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 31659 members 
Mstep: Class 18 contains 17951 members 
Mstep: Class 19 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1430.969116 but Gain 1998.738281
Score: -26410520.000000 Penalty: 23984.857422
Iteration 10F: 13 clusters Score -2.641052e+07 nChanged 16722
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 22859 members 
Mstep: Class 7 contains 36052 members 
Mstep: Class 8 contains 44151 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 337 members 
Mstep: Class 13 contains 27899 members 
Mstep: Class 15 contains 30808 members 
Mstep: Class 16 contains 6654 members 
Mstep: Class 17 contains 26924 members 
Mstep: Class 18 contains 20009 members 
Mstep: Class 19 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26408614.000000 Penalty: 23984.857422
Iteration 11F: 13 clusters Score -2.640861e+07 nChanged 21034
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 23816 members 
Mstep: Class 7 contains 35081 members 
Mstep: Class 8 contains 47730 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 2620 members 
Mstep: Class 12 contains 337 members 
Mstep: Class 13 contains 27168 members 
Mstep: Class 15 contains 31560 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 21252 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 1454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26407474.000000 Penalty: 23984.857422
Iteration 12F: 13 clusters Score -2.640747e+07 nChanged 16926
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 25639 members 
Mstep: Class 7 contains 34365 members 
Mstep: Class 8 contains 45899 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 337 members 
Mstep: Class 13 contains 27654 members 
Mstep: Class 15 contains 32273 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 18510 members 
Mstep: Class 18 contains 24151 members 
Mstep: Class 19 contains 1453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26413592.000000 Penalty: 23984.857422
Iteration 13F: 13 clusters Score -2.641359e+07 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 27297 members 
Mstep: Class 7 contains 33240 members 
Mstep: Class 8 contains 42470 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 28394 members 
Mstep: Class 15 contains 32588 members 
Mstep: Class 16 contains 6335 members 
Mstep: Class 17 contains 17900 members 
Mstep: Class 18 contains 26416 members 
Mstep: Class 19 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26419282.000000 Penalty: 23984.857422
Iteration 14F: 13 clusters Score -2.641928e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 28481 members 
Mstep: Class 7 contains 31906 members 
Mstep: Class 8 contains 39715 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 28859 members 
Mstep: Class 15 contains 32689 members 
Mstep: Class 16 contains 6376 members 
Mstep: Class 17 contains 17798 members 
Mstep: Class 18 contains 28560 members 
Mstep: Class 19 contains 1453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26423170.000000 Penalty: 23984.857422
Iteration 15F: 13 clusters Score -2.642317e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 29074 members 
Mstep: Class 7 contains 30654 members 
Mstep: Class 8 contains 37876 members 
Mstep: Class 10 contains 146 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 28992 members 
Mstep: Class 15 contains 32732 members 
Mstep: Class 16 contains 6470 members 
Mstep: Class 17 contains 17820 members 
Mstep: Class 18 contains 30535 members 
Mstep: Class 19 contains 1454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26425254.000000 Penalty: 23984.857422
Iteration 16Q: 13 clusters Score -2.642525e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 29148 members 
Mstep: Class 7 contains 29694 members 
Mstep: Class 8 contains 36304 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 3780 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 28915 members 
Mstep: Class 15 contains 32822 members 
Mstep: Class 16 contains 6559 members 
Mstep: Class 17 contains 17910 members 
Mstep: Class 18 contains 32600 members 
Mstep: Class 19 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26426764.000000 Penalty: 23984.857422
Iteration 17Q: 13 clusters Score -2.642676e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 29057 members 
Mstep: Class 7 contains 28905 members 
Mstep: Class 8 contains 34771 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 4004 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 28713 members 
Mstep: Class 15 contains 32833 members 
Mstep: Class 16 contains 6615 members 
Mstep: Class 17 contains 18062 members 
Mstep: Class 18 contains 34780 members 
Mstep: Class 19 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26428042.000000 Penalty: 23984.857422
Iteration 18Q: 13 clusters Score -2.642804e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 28851 members 
Mstep: Class 7 contains 28217 members 
Mstep: Class 8 contains 33343 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 4204 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 28308 members 
Mstep: Class 15 contains 32765 members 
Mstep: Class 16 contains 6682 members 
Mstep: Class 17 contains 18211 members 
Mstep: Class 18 contains 37166 members 
Mstep: Class 19 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26429144.000000 Penalty: 23984.857422
Iteration 19Q: 13 clusters Score -2.642914e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 28643 members 
Mstep: Class 7 contains 27640 members 
Mstep: Class 8 contains 31902 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 27789 members 
Mstep: Class 15 contains 32606 members 
Mstep: Class 16 contains 6706 members 
Mstep: Class 17 contains 18314 members 
Mstep: Class 18 contains 39737 members 
Mstep: Class 19 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26430100.000000 Penalty: 23984.857422
Iteration 20F: 13 clusters Score -2.64301e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 28380 members 
Mstep: Class 7 contains 27260 members 
Mstep: Class 8 contains 30520 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 27071 members 
Mstep: Class 15 contains 32400 members 
Mstep: Class 16 contains 6711 members 
Mstep: Class 17 contains 18365 members 
Mstep: Class 18 contains 42342 members 
Mstep: Class 19 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26430128.000000 Penalty: 23984.857422
Iteration 21Q: 13 clusters Score -2.643013e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 28106 members 
Mstep: Class 7 contains 27036 members 
Mstep: Class 8 contains 29127 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 5094 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26129 members 
Mstep: Class 15 contains 32216 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 18409 members 
Mstep: Class 18 contains 44956 members 
Mstep: Class 19 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26430168.000000 Penalty: 23984.857422
Iteration 22Q: 13 clusters Score -2.643017e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 27806 members 
Mstep: Class 7 contains 27113 members 
Mstep: Class 8 contains 27912 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 5589 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25319 members 
Mstep: Class 15 contains 32025 members 
Mstep: Class 16 contains 6543 members 
Mstep: Class 17 contains 18539 members 
Mstep: Class 18 contains 46907 members 
Mstep: Class 19 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26430458.000000 Penalty: 23984.857422
Iteration 23Q: 13 clusters Score -2.643046e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 27518 members 
Mstep: Class 7 contains 27542 members 
Mstep: Class 8 contains 27115 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 24798 members 
Mstep: Class 15 contains 31857 members 
Mstep: Class 16 contains 6389 members 
Mstep: Class 17 contains 18759 members 
Mstep: Class 18 contains 47669 members 
Mstep: Class 19 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26431264.000000 Penalty: 23984.857422
Iteration 24Q: 13 clusters Score -2.643126e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 27284 members 
Mstep: Class 7 contains 28187 members 
Mstep: Class 8 contains 26684 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 24609 members 
Mstep: Class 15 contains 31630 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 19018 members 
Mstep: Class 18 contains 47463 members 
Mstep: Class 19 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26431726.000000 Penalty: 23984.857422
Iteration 25Q: 13 clusters Score -2.643173e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 27003 members 
Mstep: Class 7 contains 28885 members 
Mstep: Class 8 contains 26568 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 24638 members 
Mstep: Class 15 contains 31417 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 19281 members 
Mstep: Class 18 contains 46691 members 
Mstep: Class 19 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26432150.000000 Penalty: 23984.857422
Iteration 26Q: 13 clusters Score -2.643215e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26769 members 
Mstep: Class 7 contains 29519 members 
Mstep: Class 8 contains 26635 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 7212 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 24795 members 
Mstep: Class 15 contains 31201 members 
Mstep: Class 16 contains 6415 members 
Mstep: Class 17 contains 19547 members 
Mstep: Class 18 contains 45646 members 
Mstep: Class 19 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26432716.000000 Penalty: 23984.857422
Iteration 27Q: 13 clusters Score -2.643272e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26612 members 
Mstep: Class 7 contains 29994 members 
Mstep: Class 8 contains 26802 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 7498 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25017 members 
Mstep: Class 15 contains 30951 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 19853 members 
Mstep: Class 18 contains 44553 members 
Mstep: Class 19 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433080.000000 Penalty: 23984.857422
Iteration 28Q: 13 clusters Score -2.643308e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26438 members 
Mstep: Class 7 contains 30306 members 
Mstep: Class 8 contains 26997 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 7723 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25324 members 
Mstep: Class 15 contains 30699 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 43556 members 
Mstep: Class 19 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433684.000000 Penalty: 23984.857422
Iteration 29Q: 13 clusters Score -2.643368e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26301 members 
Mstep: Class 7 contains 30453 members 
Mstep: Class 8 contains 27169 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 7873 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25622 members 
Mstep: Class 15 contains 30451 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 20624 members 
Mstep: Class 18 contains 42690 members 
Mstep: Class 19 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434218.000000 Penalty: 23984.857422
Iteration 30Q: 13 clusters Score -2.643422e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26234 members 
Mstep: Class 7 contains 30547 members 
Mstep: Class 8 contains 27309 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7997 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25905 members 
Mstep: Class 15 contains 30257 members 
Mstep: Class 16 contains 6612 members 
Mstep: Class 17 contains 21067 members 
Mstep: Class 18 contains 41822 members 
Mstep: Class 19 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434678.000000 Penalty: 23984.857422
Iteration 31Q: 13 clusters Score -2.643468e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26181 members 
Mstep: Class 7 contains 30552 members 
Mstep: Class 8 contains 27428 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 8047 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26161 members 
Mstep: Class 15 contains 30058 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 21557 members 
Mstep: Class 18 contains 41085 members 
Mstep: Class 19 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435108.000000 Penalty: 23984.857422
Iteration 32Q: 13 clusters Score -2.643511e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26156 members 
Mstep: Class 7 contains 30566 members 
Mstep: Class 8 contains 27477 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 8078 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26356 members 
Mstep: Class 15 contains 29887 members 
Mstep: Class 16 contains 6748 members 
Mstep: Class 17 contains 22067 members 
Mstep: Class 18 contains 40415 members 
Mstep: Class 19 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435530.000000 Penalty: 23984.857422
Iteration 33Q: 13 clusters Score -2.643553e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26149 members 
Mstep: Class 7 contains 30521 members 
Mstep: Class 8 contains 27486 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 8102 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26545 members 
Mstep: Class 15 contains 29751 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 17 contains 22647 members 
Mstep: Class 18 contains 39745 members 
Mstep: Class 19 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26436018.000000 Penalty: 23984.857422
Iteration 34Q: 13 clusters Score -2.643602e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26165 members 
Mstep: Class 7 contains 30406 members 
Mstep: Class 8 contains 27467 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 8115 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26694 members 
Mstep: Class 15 contains 29632 members 
Mstep: Class 16 contains 6850 members 
Mstep: Class 17 contains 23299 members 
Mstep: Class 18 contains 39124 members 
Mstep: Class 19 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26436362.000000 Penalty: 23984.857422
Iteration 35Q: 13 clusters Score -2.643636e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26132 members 
Mstep: Class 7 contains 30266 members 
Mstep: Class 8 contains 27449 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26806 members 
Mstep: Class 15 contains 29522 members 
Mstep: Class 16 contains 6893 members 
Mstep: Class 17 contains 24022 members 
Mstep: Class 18 contains 38538 members 
Mstep: Class 19 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26436570.000000 Penalty: 23984.857422
Iteration 36Q: 13 clusters Score -2.643657e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26086 members 
Mstep: Class 7 contains 30172 members 
Mstep: Class 8 contains 27407 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 15 contains 29425 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 24814 members 
Mstep: Class 18 contains 37933 members 
Mstep: Class 19 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26436812.000000 Penalty: 23984.857422
Iteration 37Q: 13 clusters Score -2.643681e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25986 members 
Mstep: Class 7 contains 30065 members 
Mstep: Class 8 contains 27374 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 8148 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26865 members 
Mstep: Class 15 contains 29352 members 
Mstep: Class 16 contains 6969 members 
Mstep: Class 17 contains 25698 members 
Mstep: Class 18 contains 37293 members 
Mstep: Class 19 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26437120.000000 Penalty: 23984.857422
Iteration 38Q: 13 clusters Score -2.643712e+07 nChanged 2123
Entering ConstructFrom: 
Score: -26437120.000000 Penalty: 23984.857422
Entering ConstructFrom: 
Trying to split cluster 2 (25901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Entering Unmasked Estep 
Score: -3239787.500000 Penalty: 1651.331055
	Iteration 0F: 2 clusters Score -3239788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3223044.000000 Penalty: 3302.662109
	Iteration 0F: 3 clusters Score -3223044 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3229644.250000 Penalty: 3302.662109
	Iteration 1F: 3 clusters Score -3229644 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3230007.250000 Penalty: 3302.662109
	Iteration 2Q: 3 clusters Score -3230007 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3230309.000000 Penalty: 3302.662109
	Iteration 3Q: 3 clusters Score -3230309 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3230630.750000 Penalty: 3302.662109
	Iteration 4Q: 3 clusters Score -3230631 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3230939.500000 Penalty: 3302.662109
	Iteration 5Q: 3 clusters Score -3230940 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3231293.000000 Penalty: 3302.662109
	Iteration 6Q: 3 clusters Score -3231293 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3231761.250000 Penalty: 3302.662109
	Iteration 7Q: 3 clusters Score -3231761 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3232425.000000 Penalty: 3302.662109
	Iteration 8Q: 3 clusters Score -3232425 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3233320.500000 Penalty: 3302.662109
	Iteration 9F: 3 clusters Score -3233320 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3234183.750000 Penalty: 3302.662109
	Iteration 10F: 3 clusters Score -3234184 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3234941.750000 Penalty: 3302.662109
	Iteration 11F: 3 clusters Score -3234942 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3235412.250000 Penalty: 3302.662109
	Iteration 12Q: 3 clusters Score -3235412 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3235648.500000 Penalty: 3302.662109
	Iteration 13Q: 3 clusters Score -3235648 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3235801.000000 Penalty: 3302.662109
	Iteration 14Q: 3 clusters Score -3235801 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3235893.500000 Penalty: 3302.662109
	Iteration 15Q: 3 clusters Score -3235894 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -3235990.000000 Penalty: 3302.662109
	Iteration 16Q: 3 clusters Score -3235990 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3236083.750000 Penalty: 3302.662109
	Iteration 17Q: 3 clusters Score -3236084 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3236167.000000 Penalty: 3302.662109
	Iteration 18Q: 3 clusters Score -3236167 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3236273.500000 Penalty: 3302.662109
	Iteration 19Q: 3 clusters Score -3236274 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3236366.000000 Penalty: 3302.662109
	Iteration 20F: 3 clusters Score -3236366 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3236549.000000 Penalty: 3302.662109
	Iteration 21Q: 3 clusters Score -3236549 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3236697.500000 Penalty: 3302.662109
	Iteration 22Q: 3 clusters Score -3236698 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -3236862.750000 Penalty: 3302.662109
	Iteration 23Q: 3 clusters Score -3236863 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3237010.250000 Penalty: 3302.662109
	Iteration 24Q: 3 clusters Score -3237010 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3237170.250000 Penalty: 3302.662109
	Iteration 25Q: 3 clusters Score -3237170 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3237302.250000 Penalty: 3302.662109
	Iteration 26Q: 3 clusters Score -3237302 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3237430.000000 Penalty: 3302.662109
	Iteration 27Q: 3 clusters Score -3237430 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3237557.000000 Penalty: 3302.662109
	Iteration 28Q: 3 clusters Score -3237557 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3237658.250000 Penalty: 3302.662109
	Iteration 29Q: 3 clusters Score -3237658 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3237773.250000 Penalty: 3302.662109
	Iteration 30Q: 3 clusters Score -3237773 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3237861.250000 Penalty: 3302.662109
	Iteration 31Q: 3 clusters Score -3237861 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3237932.750000 Penalty: 3302.662109
	Iteration 32Q: 3 clusters Score -3237933 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3238005.750000 Penalty: 3302.662109
	Iteration 33Q: 3 clusters Score -3238006 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3238086.000000 Penalty: 3302.662109
	Iteration 34Q: 3 clusters Score -3238086 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3238162.250000 Penalty: 3302.662109
	Iteration 35Q: 3 clusters Score -3238162 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3238215.500000 Penalty: 3302.662109
	Iteration 36Q: 3 clusters Score -3238216 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3238256.500000 Penalty: 3302.662109
	Iteration 37Q: 3 clusters Score -3238256 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3238271.750000 Penalty: 3302.662109
	Iteration 38Q: 3 clusters Score -3238272 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3238284.750000 Penalty: 3302.662109
	Iteration 39Q: 3 clusters Score -3238285 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3238302.750000 Penalty: 3302.662109
	Iteration 40F: 3 clusters Score -3238303 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3238333.500000 Penalty: 3302.662109
	Iteration 41Q: 3 clusters Score -3238334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3238350.250000 Penalty: 3302.662109
	Iteration 42Q: 3 clusters Score -3238350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3238368.500000 Penalty: 3302.662109
	Iteration 43Q: 3 clusters Score -3238368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3238381.500000 Penalty: 3302.662109
	Iteration 44Q: 3 clusters Score -3238382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3238391.250000 Penalty: 3302.662109
	Iteration 45Q: 3 clusters Score -3238391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3238404.500000 Penalty: 3302.662109
	Iteration 46Q: 3 clusters Score -3238404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3238418.000000 Penalty: 3302.662109
	Iteration 47Q: 3 clusters Score -3238418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3238418.750000 Penalty: 3302.662109
	Iteration 48Q: 3 clusters Score -3238419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3238417.500000 Penalty: 3302.662109
	Iteration 49Q: 3 clusters Score -3238418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3238420.500000 Penalty: 3302.662109
	Iteration 50Q: 3 clusters Score -3238420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3238430.000000 Penalty: 3302.662109
	Iteration 51Q: 3 clusters Score -3238430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3238435.000000 Penalty: 3302.662109
	Iteration 52Q: 3 clusters Score -3238435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3238442.750000 Penalty: 3302.662109
	Iteration 53Q: 3 clusters Score -3238443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3238438.000000 Penalty: 3302.662109
	Iteration 54Q: 3 clusters Score -3238438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3238446.000000 Penalty: 3302.662109
	Iteration 55Q: 3 clusters Score -3238446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3238453.750000 Penalty: 3302.662109
	Iteration 56Q: 3 clusters Score -3238454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3238459.500000 Penalty: 3302.662109
	Iteration 57Q: 3 clusters Score -3238460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3238475.750000 Penalty: 3302.662109
	Iteration 58Q: 3 clusters Score -3238476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3238468.250000 Penalty: 3302.662109
	Iteration 59Q: 3 clusters Score -3238468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3238476.750000 Penalty: 3302.662109
	Iteration 60F: 3 clusters Score -3238477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3238476.500000 Penalty: 3302.662109
	Iteration 61Q: 3 clusters Score -3238476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3238480.750000 Penalty: 3302.662109
	Iteration 62Q: 3 clusters Score -3238481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3238481.000000 Penalty: 3302.662109
	Iteration 63Q: 3 clusters Score -3238481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3238488.000000 Penalty: 3302.662109
	Iteration 64Q: 3 clusters Score -3238488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3238486.250000 Penalty: 3302.662109
	Iteration 65Q: 3 clusters Score -3238486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3238487.000000 Penalty: 3302.662109
	Iteration 66Q: 3 clusters Score -3238487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3238489.750000 Penalty: 3302.662109
	Iteration 67Q: 3 clusters Score -3238490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3238487.500000 Penalty: 3302.662109
	Iteration 68Q: 3 clusters Score -3238488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3238488.250000 Penalty: 3302.662109
	Iteration 69Q: 3 clusters Score -3238488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3238488.250000 Penalty: 3302.662109
	Iteration 70F: 3 clusters Score -3238488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Entering Unmasked Estep 
Score: -3750795.250000 Penalty: 1675.036743
	Iteration 0F: 2 clusters Score -3750795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3732938.500000 Penalty: 3350.073486
	Iteration 0F: 3 clusters Score -3732938 nChanged 13823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3740562.250000 Penalty: 3350.073486
	Iteration 1F: 3 clusters Score -3740562 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3740899.250000 Penalty: 3350.073486
	Iteration 2Q: 3 clusters Score -3740899 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3741261.500000 Penalty: 3350.073486
	Iteration 3Q: 3 clusters Score -3741262 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3741758.250000 Penalty: 3350.073486
	Iteration 4Q: 3 clusters Score -3741758 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3742471.250000 Penalty: 3350.073486
	Iteration 5Q: 3 clusters Score -3742471 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3743737.250000 Penalty: 3350.073486
	Iteration 6F: 3 clusters Score -3743737 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -3745383.500000 Penalty: 3350.073486
	Iteration 7F: 3 clusters Score -3745384 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3746936.000000 Penalty: 3350.073486
	Iteration 8F: 3 clusters Score -3746936 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3747931.000000 Penalty: 3350.073486
	Iteration 9F: 3 clusters Score -3747931 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3748565.000000 Penalty: 3350.073486
	Iteration 10Q: 3 clusters Score -3748565 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3748903.750000 Penalty: 3350.073486
	Iteration 11Q: 3 clusters Score -3748904 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3749090.250000 Penalty: 3350.073486
	Iteration 12Q: 3 clusters Score -3749090 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3749179.000000 Penalty: 3350.073486
	Iteration 13Q: 3 clusters Score -3749179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3749231.250000 Penalty: 3350.073486
	Iteration 14Q: 3 clusters Score -3749231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3749258.000000 Penalty: 3350.073486
	Iteration 15Q: 3 clusters Score -3749258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3749293.000000 Penalty: 3350.073486
	Iteration 16Q: 3 clusters Score -3749293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3749310.250000 Penalty: 3350.073486
	Iteration 17Q: 3 clusters Score -3749310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3749323.250000 Penalty: 3350.073486
	Iteration 18Q: 3 clusters Score -3749323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3749328.250000 Penalty: 3350.073486
	Iteration 19Q: 3 clusters Score -3749328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3749327.250000 Penalty: 3350.073486
	Iteration 20F: 3 clusters Score -3749327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3749339.250000 Penalty: 3350.073486
	Iteration 21Q: 3 clusters Score -3749339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3749343.500000 Penalty: 3350.073486
	Iteration 22Q: 3 clusters Score -3749344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3749342.000000 Penalty: 3350.073486
	Iteration 23Q: 3 clusters Score -3749342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3749349.750000 Penalty: 3350.073486
	Iteration 24Q: 3 clusters Score -3749350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3749354.750000 Penalty: 3350.073486
	Iteration 25Q: 3 clusters Score -3749355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3749366.500000 Penalty: 3350.073486
	Iteration 26Q: 3 clusters Score -3749366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3749373.500000 Penalty: 3350.073486
	Iteration 27Q: 3 clusters Score -3749374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3749388.000000 Penalty: 3350.073486
	Iteration 28Q: 3 clusters Score -3749388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3749390.250000 Penalty: 3350.073486
	Iteration 29Q: 3 clusters Score -3749390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3749390.500000 Penalty: 3350.073486
	Iteration 30Q: 3 clusters Score -3749390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3749390.500000 Penalty: 3350.073486
	Iteration 31F: 3 clusters Score -3749390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Entering Unmasked Estep 
Score: -3326365.500000 Penalty: 1660.004272
	Iteration 0F: 2 clusters Score -3326366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3308225.000000 Penalty: 3320.008545
	Iteration 0F: 3 clusters Score -3308225 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3315518.000000 Penalty: 3320.008545
	Iteration 1F: 3 clusters Score -3315518 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3315982.250000 Penalty: 3320.008545
	Iteration 2F: 3 clusters Score -3315982 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3316396.500000 Penalty: 3320.008545
	Iteration 3Q: 3 clusters Score -3316396 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3316785.250000 Penalty: 3320.008545
	Iteration 4Q: 3 clusters Score -3316785 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -3317214.500000 Penalty: 3320.008545
	Iteration 5Q: 3 clusters Score -3317214 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3317732.000000 Penalty: 3320.008545
	Iteration 6Q: 3 clusters Score -3317732 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3318359.500000 Penalty: 3320.008545
	Iteration 7Q: 3 clusters Score -3318360 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3319097.500000 Penalty: 3320.008545
	Iteration 8Q: 3 clusters Score -3319098 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3319935.750000 Penalty: 3320.008545
	Iteration 9Q: 3 clusters Score -3319936 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3320800.000000 Penalty: 3320.008545
	Iteration 10Q: 3 clusters Score -3320800 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3321498.250000 Penalty: 3320.008545
	Iteration 11Q: 3 clusters Score -3321498 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3321964.500000 Penalty: 3320.008545
	Iteration 12Q: 3 clusters Score -3321964 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3322241.000000 Penalty: 3320.008545
	Iteration 13Q: 3 clusters Score -3322241 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3322434.000000 Penalty: 3320.008545
	Iteration 14Q: 3 clusters Score -3322434 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3322576.750000 Penalty: 3320.008545
	Iteration 15Q: 3 clusters Score -3322577 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3322740.750000 Penalty: 3320.008545
	Iteration 16Q: 3 clusters Score -3322741 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -3322874.000000 Penalty: 3320.008545
	Iteration 17Q: 3 clusters Score -3322874 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3322997.000000 Penalty: 3320.008545
	Iteration 18Q: 3 clusters Score -3322997 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3323086.500000 Penalty: 3320.008545
	Iteration 19Q: 3 clusters Score -3323086 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3323181.750000 Penalty: 3320.008545
	Iteration 20F: 3 clusters Score -3323182 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3323291.250000 Penalty: 3320.008545
	Iteration 21Q: 3 clusters Score -3323291 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3323398.250000 Penalty: 3320.008545
	Iteration 22Q: 3 clusters Score -3323398 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3323507.750000 Penalty: 3320.008545
	Iteration 23Q: 3 clusters Score -3323508 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3323608.500000 Penalty: 3320.008545
	Iteration 24Q: 3 clusters Score -3323608 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3323750.250000 Penalty: 3320.008545
	Iteration 25Q: 3 clusters Score -3323750 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3323884.500000 Penalty: 3320.008545
	Iteration 26Q: 3 clusters Score -3323884 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3323994.500000 Penalty: 3320.008545
	Iteration 27Q: 3 clusters Score -3323994 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3324124.500000 Penalty: 3320.008545
	Iteration 28Q: 3 clusters Score -3324124 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3324233.250000 Penalty: 3320.008545
	Iteration 29Q: 3 clusters Score -3324233 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3324313.500000 Penalty: 3320.008545
	Iteration 30Q: 3 clusters Score -3324314 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3324445.500000 Penalty: 3320.008545
	Iteration 31Q: 3 clusters Score -3324446 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3324525.500000 Penalty: 3320.008545
	Iteration 32Q: 3 clusters Score -3324526 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3324622.500000 Penalty: 3320.008545
	Iteration 33Q: 3 clusters Score -3324622 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3324670.500000 Penalty: 3320.008545
	Iteration 34Q: 3 clusters Score -3324670 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3324719.500000 Penalty: 3320.008545
	Iteration 35Q: 3 clusters Score -3324720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3324765.500000 Penalty: 3320.008545
	Iteration 36Q: 3 clusters Score -3324766 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3324814.000000 Penalty: 3320.008545
	Iteration 37Q: 3 clusters Score -3324814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3324839.500000 Penalty: 3320.008545
	Iteration 38Q: 3 clusters Score -3324840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3324871.750000 Penalty: 3320.008545
	Iteration 39Q: 3 clusters Score -3324872 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3324888.000000 Penalty: 3320.008545
	Iteration 40F: 3 clusters Score -3324888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3324910.500000 Penalty: 3320.008545
	Iteration 41Q: 3 clusters Score -3324910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3324922.250000 Penalty: 3320.008545
	Iteration 42Q: 3 clusters Score -3324922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3324935.750000 Penalty: 3320.008545
	Iteration 43Q: 3 clusters Score -3324936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3324960.250000 Penalty: 3320.008545
	Iteration 44Q: 3 clusters Score -3324960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3324965.000000 Penalty: 3320.008545
	Iteration 45Q: 3 clusters Score -3324965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3324978.500000 Penalty: 3320.008545
	Iteration 46Q: 3 clusters Score -3324978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3324982.750000 Penalty: 3320.008545
	Iteration 47Q: 3 clusters Score -3324983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3324991.750000 Penalty: 3320.008545
	Iteration 48Q: 3 clusters Score -3324992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3324997.750000 Penalty: 3320.008545
	Iteration 49Q: 3 clusters Score -3324998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3324997.000000 Penalty: 3320.008545
	Iteration 50Q: 3 clusters Score -3324997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3325002.750000 Penalty: 3320.008545
	Iteration 51Q: 3 clusters Score -3325003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3325014.750000 Penalty: 3320.008545
	Iteration 52Q: 3 clusters Score -3325015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3325015.500000 Penalty: 3320.008545
	Iteration 53Q: 3 clusters Score -3325016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3325025.250000 Penalty: 3320.008545
	Iteration 54Q: 3 clusters Score -3325025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3325029.750000 Penalty: 3320.008545
	Iteration 55Q: 3 clusters Score -3325030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3325030.500000 Penalty: 3320.008545
	Iteration 56Q: 3 clusters Score -3325030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3325034.750000 Penalty: 3320.008545
	Iteration 57Q: 3 clusters Score -3325035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3325036.750000 Penalty: 3320.008545
	Iteration 58Q: 3 clusters Score -3325037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3325042.250000 Penalty: 3320.008545
	Iteration 59Q: 3 clusters Score -3325042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3325047.000000 Penalty: 3320.008545
	Iteration 60F: 3 clusters Score -3325047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3325047.500000 Penalty: 3320.008545
	Iteration 61Q: 3 clusters Score -3325048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3325047.500000 Penalty: 3320.008545
	Iteration 62F: 3 clusters Score -3325048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -15175.688477 Penalty: 808.719238
	Iteration 0F: 2 clusters Score -15175.69 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 71 members 
Entering Unmasked Estep 
Score: -14585.297852 Penalty: 1617.438477
	Iteration 0F: 3 clusters Score -14585.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14661.347656 Penalty: 1617.438477
	Iteration 1F: 3 clusters Score -14661.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14667.949219 Penalty: 1617.438477
	Iteration 2Q: 3 clusters Score -14667.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14667.949219 Penalty: 1617.438477
	Iteration 3F: 3 clusters Score -14667.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Entering Unmasked Estep 
Score: -992369.250000 Penalty: 1463.537842
	Iteration 0F: 2 clusters Score -992369.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -986324.625000 Penalty: 2927.075684
	Iteration 0F: 3 clusters Score -986324.6 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -988111.375000 Penalty: 2927.075684
	Iteration 1F: 3 clusters Score -988111.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -988311.375000 Penalty: 2927.075684
	Iteration 2F: 3 clusters Score -988311.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -988449.562500 Penalty: 2927.075684
	Iteration 3Q: 3 clusters Score -988449.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -988564.375000 Penalty: 2927.075684
	Iteration 4Q: 3 clusters Score -988564.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -988663.625000 Penalty: 2927.075684
	Iteration 5Q: 3 clusters Score -988663.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -988748.500000 Penalty: 2927.075684
	Iteration 6Q: 3 clusters Score -988748.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -988817.875000 Penalty: 2927.075684
	Iteration 7Q: 3 clusters Score -988817.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -988884.812500 Penalty: 2927.075684
	Iteration 8Q: 3 clusters Score -988884.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -988961.625000 Penalty: 2927.075684
	Iteration 9Q: 3 clusters Score -988961.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -989060.312500 Penalty: 2927.075684
	Iteration 10Q: 3 clusters Score -989060.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -989167.687500 Penalty: 2927.075684
	Iteration 11Q: 3 clusters Score -989167.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -989276.375000 Penalty: 2927.075684
	Iteration 12Q: 3 clusters Score -989276.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -989397.937500 Penalty: 2927.075684
	Iteration 13Q: 3 clusters Score -989397.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -989526.562500 Penalty: 2927.075684
	Iteration 14Q: 3 clusters Score -989526.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -989638.375000 Penalty: 2927.075684
	Iteration 15Q: 3 clusters Score -989638.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -989740.750000 Penalty: 2927.075684
	Iteration 16Q: 3 clusters Score -989740.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -989845.062500 Penalty: 2927.075684
	Iteration 17Q: 3 clusters Score -989845.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -989931.375000 Penalty: 2927.075684
	Iteration 18Q: 3 clusters Score -989931.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -990014.187500 Penalty: 2927.075684
	Iteration 19Q: 3 clusters Score -990014.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -990089.437500 Penalty: 2927.075684
	Iteration 20F: 3 clusters Score -990089.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -990170.562500 Penalty: 2927.075684
	Iteration 21Q: 3 clusters Score -990170.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -990264.187500 Penalty: 2927.075684
	Iteration 22Q: 3 clusters Score -990264.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -990342.187500 Penalty: 2927.075684
	Iteration 23Q: 3 clusters Score -990342.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -990409.437500 Penalty: 2927.075684
	Iteration 24Q: 3 clusters Score -990409.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -990470.312500 Penalty: 2927.075684
	Iteration 25Q: 3 clusters Score -990470.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -990521.875000 Penalty: 2927.075684
	Iteration 26Q: 3 clusters Score -990521.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -990560.812500 Penalty: 2927.075684
	Iteration 27Q: 3 clusters Score -990560.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -990600.437500 Penalty: 2927.075684
	Iteration 28Q: 3 clusters Score -990600.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -990643.437500 Penalty: 2927.075684
	Iteration 29Q: 3 clusters Score -990643.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -990676.625000 Penalty: 2927.075684
	Iteration 30Q: 3 clusters Score -990676.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -990708.562500 Penalty: 2927.075684
	Iteration 31Q: 3 clusters Score -990708.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -990731.000000 Penalty: 2927.075684
	Iteration 32Q: 3 clusters Score -990731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -990755.000000 Penalty: 2927.075684
	Iteration 33Q: 3 clusters Score -990755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -990777.312500 Penalty: 2927.075684
	Iteration 34Q: 3 clusters Score -990777.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -990804.687500 Penalty: 2927.075684
	Iteration 35Q: 3 clusters Score -990804.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -990834.250000 Penalty: 2927.075684
	Iteration 36Q: 3 clusters Score -990834.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -990872.750000 Penalty: 2927.075684
	Iteration 37Q: 3 clusters Score -990872.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -990900.437500 Penalty: 2927.075684
	Iteration 38Q: 3 clusters Score -990900.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -990922.437500 Penalty: 2927.075684
	Iteration 39Q: 3 clusters Score -990922.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -990945.000000 Penalty: 2927.075684
	Iteration 40F: 3 clusters Score -990945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -990967.625000 Penalty: 2927.075684
	Iteration 41Q: 3 clusters Score -990967.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -990981.625000 Penalty: 2927.075684
	Iteration 42Q: 3 clusters Score -990981.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -990998.312500 Penalty: 2927.075684
	Iteration 43Q: 3 clusters Score -990998.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -991011.562500 Penalty: 2927.075684
	Iteration 44Q: 3 clusters Score -991011.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -991027.875000 Penalty: 2927.075684
	Iteration 45Q: 3 clusters Score -991027.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -991040.875000 Penalty: 2927.075684
	Iteration 46Q: 3 clusters Score -991040.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -991052.687500 Penalty: 2927.075684
	Iteration 47Q: 3 clusters Score -991052.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -991058.750000 Penalty: 2927.075684
	Iteration 48Q: 3 clusters Score -991058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -991063.062500 Penalty: 2927.075684
	Iteration 49Q: 3 clusters Score -991063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -991067.125000 Penalty: 2927.075684
	Iteration 50Q: 3 clusters Score -991067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -991067.125000 Penalty: 2927.075684
	Iteration 51F: 3 clusters Score -991067.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -54428.710938 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -54428.71 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: -53550.046875 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -53550.05 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -53680.738281 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -53680.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -53708.519531 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -53708.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -53711.675781 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -53711.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -53711.675781 Penalty: 1890.561035
	Iteration 4F: 3 clusters Score -53711.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Entering Unmasked Estep 
Score: -3274018.250000 Penalty: 1657.142090
	Iteration 0F: 2 clusters Score -3274018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3256056.250000 Penalty: 3314.284180
	Iteration 0F: 3 clusters Score -3256056 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3262806.000000 Penalty: 3314.284180
	Iteration 1F: 3 clusters Score -3262806 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3263173.250000 Penalty: 3314.284180
	Iteration 2Q: 3 clusters Score -3263173 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3263529.500000 Penalty: 3314.284180
	Iteration 3Q: 3 clusters Score -3263530 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3263927.250000 Penalty: 3314.284180
	Iteration 4Q: 3 clusters Score -3263927 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3264409.250000 Penalty: 3314.284180
	Iteration 5Q: 3 clusters Score -3264409 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3265068.500000 Penalty: 3314.284180
	Iteration 6Q: 3 clusters Score -3265068 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3266021.750000 Penalty: 3314.284180
	Iteration 7F: 3 clusters Score -3266022 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3267410.750000 Penalty: 3314.284180
	Iteration 8F: 3 clusters Score -3267411 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3268999.000000 Penalty: 3314.284180
	Iteration 9F: 3 clusters Score -3268999 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3270418.250000 Penalty: 3314.284180
	Iteration 10F: 3 clusters Score -3270418 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3271269.250000 Penalty: 3314.284180
	Iteration 11Q: 3 clusters Score -3271269 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -3271804.250000 Penalty: 3314.284180
	Iteration 12Q: 3 clusters Score -3271804 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3272140.750000 Penalty: 3314.284180
	Iteration 13Q: 3 clusters Score -3272141 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3272332.500000 Penalty: 3314.284180
	Iteration 14Q: 3 clusters Score -3272332 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3272441.250000 Penalty: 3314.284180
	Iteration 15Q: 3 clusters Score -3272441 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3272506.000000 Penalty: 3314.284180
	Iteration 16Q: 3 clusters Score -3272506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3272531.000000 Penalty: 3314.284180
	Iteration 17Q: 3 clusters Score -3272531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3272547.250000 Penalty: 3314.284180
	Iteration 18Q: 3 clusters Score -3272547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3272572.750000 Penalty: 3314.284180
	Iteration 19Q: 3 clusters Score -3272573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3272584.500000 Penalty: 3314.284180
	Iteration 20F: 3 clusters Score -3272584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3272597.250000 Penalty: 3314.284180
	Iteration 21Q: 3 clusters Score -3272597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3272609.000000 Penalty: 3314.284180
	Iteration 22Q: 3 clusters Score -3272609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3272609.750000 Penalty: 3314.284180
	Iteration 23Q: 3 clusters Score -3272610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3272627.500000 Penalty: 3314.284180
	Iteration 24Q: 3 clusters Score -3272628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3272634.000000 Penalty: 3314.284180
	Iteration 25Q: 3 clusters Score -3272634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3272634.750000 Penalty: 3314.284180
	Iteration 26Q: 3 clusters Score -3272635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3272641.500000 Penalty: 3314.284180
	Iteration 27Q: 3 clusters Score -3272642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3272647.750000 Penalty: 3314.284180
	Iteration 28Q: 3 clusters Score -3272648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3272648.750000 Penalty: 3314.284180
	Iteration 29Q: 3 clusters Score -3272649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3272649.500000 Penalty: 3314.284180
	Iteration 30Q: 3 clusters Score -3272650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3272649.500000 Penalty: 3314.284180
	Iteration 31F: 3 clusters Score -3272650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Entering Unmasked Estep 
Score: -3597411.000000 Penalty: 1671.201660
	Iteration 0F: 2 clusters Score -3597411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3579170.000000 Penalty: 3342.403320
	Iteration 0F: 3 clusters Score -3579170 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3586550.250000 Penalty: 3342.403320
	Iteration 1F: 3 clusters Score -3586550 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3586906.500000 Penalty: 3342.403320
	Iteration 2Q: 3 clusters Score -3586906 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3587208.250000 Penalty: 3342.403320
	Iteration 3Q: 3 clusters Score -3587208 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3587553.750000 Penalty: 3342.403320
	Iteration 4Q: 3 clusters Score -3587554 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3587884.000000 Penalty: 3342.403320
	Iteration 5Q: 3 clusters Score -3587884 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3588273.750000 Penalty: 3342.403320
	Iteration 6Q: 3 clusters Score -3588274 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3588783.500000 Penalty: 3342.403320
	Iteration 7Q: 3 clusters Score -3588784 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3589534.250000 Penalty: 3342.403320
	Iteration 8Q: 3 clusters Score -3589534 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3590614.500000 Penalty: 3342.403320
	Iteration 9F: 3 clusters Score -3590614 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3591719.500000 Penalty: 3342.403320
	Iteration 10F: 3 clusters Score -3591720 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3592566.750000 Penalty: 3342.403320
	Iteration 11F: 3 clusters Score -3592567 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3593020.750000 Penalty: 3342.403320
	Iteration 12Q: 3 clusters Score -3593021 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3593279.500000 Penalty: 3342.403320
	Iteration 13Q: 3 clusters Score -3593280 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3593459.500000 Penalty: 3342.403320
	Iteration 14Q: 3 clusters Score -3593460 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3593653.500000 Penalty: 3342.403320
	Iteration 15Q: 3 clusters Score -3593654 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3593802.750000 Penalty: 3342.403320
	Iteration 16Q: 3 clusters Score -3593803 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3593971.000000 Penalty: 3342.403320
	Iteration 17Q: 3 clusters Score -3593971 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3594160.000000 Penalty: 3342.403320
	Iteration 18Q: 3 clusters Score -3594160 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3594341.000000 Penalty: 3342.403320
	Iteration 19Q: 3 clusters Score -3594341 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3594559.250000 Penalty: 3342.403320
	Iteration 20F: 3 clusters Score -3594559 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3594807.250000 Penalty: 3342.403320
	Iteration 21Q: 3 clusters Score -3594807 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3595074.750000 Penalty: 3342.403320
	Iteration 22Q: 3 clusters Score -3595075 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3595231.750000 Penalty: 3342.403320
	Iteration 23Q: 3 clusters Score -3595232 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3595364.750000 Penalty: 3342.403320
	Iteration 24Q: 3 clusters Score -3595365 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3595467.750000 Penalty: 3342.403320
	Iteration 25Q: 3 clusters Score -3595468 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3595556.500000 Penalty: 3342.403320
	Iteration 26Q: 3 clusters Score -3595556 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3595651.750000 Penalty: 3342.403320
	Iteration 27Q: 3 clusters Score -3595652 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3595687.750000 Penalty: 3342.403320
	Iteration 28Q: 3 clusters Score -3595688 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3595734.000000 Penalty: 3342.403320
	Iteration 29Q: 3 clusters Score -3595734 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3595767.250000 Penalty: 3342.403320
	Iteration 30Q: 3 clusters Score -3595767 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3595797.750000 Penalty: 3342.403320
	Iteration 31Q: 3 clusters Score -3595798 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -3595825.500000 Penalty: 3342.403320
	Iteration 32Q: 3 clusters Score -3595826 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3595841.250000 Penalty: 3342.403320
	Iteration 33Q: 3 clusters Score -3595841 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3595854.000000 Penalty: 3342.403320
	Iteration 34Q: 3 clusters Score -3595854 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3595866.000000 Penalty: 3342.403320
	Iteration 35Q: 3 clusters Score -3595866 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3595892.000000 Penalty: 3342.403320
	Iteration 36Q: 3 clusters Score -3595892 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3595915.000000 Penalty: 3342.403320
	Iteration 37Q: 3 clusters Score -3595915 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3595948.500000 Penalty: 3342.403320
	Iteration 38Q: 3 clusters Score -3595948 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3595953.750000 Penalty: 3342.403320
	Iteration 39Q: 3 clusters Score -3595954 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3595970.500000 Penalty: 3342.403320
	Iteration 40F: 3 clusters Score -3595970 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3595967.000000 Penalty: 3342.403320
	Iteration 41Q: 3 clusters Score -3595967 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3595960.250000 Penalty: 3342.403320
	Iteration 42Q: 3 clusters Score -3595960 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3595994.000000 Penalty: 3342.403320
	Iteration 43Q: 3 clusters Score -3595994 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3595999.750000 Penalty: 3342.403320
	Iteration 44Q: 3 clusters Score -3596000 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3596009.500000 Penalty: 3342.403320
	Iteration 45Q: 3 clusters Score -3596010 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3596027.000000 Penalty: 3342.403320
	Iteration 46Q: 3 clusters Score -3596027 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3596033.750000 Penalty: 3342.403320
	Iteration 47Q: 3 clusters Score -3596034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3596028.000000 Penalty: 3342.403320
	Iteration 48Q: 3 clusters Score -3596028 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3596026.750000 Penalty: 3342.403320
	Iteration 49Q: 3 clusters Score -3596027 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3596030.500000 Penalty: 3342.403320
	Iteration 50Q: 3 clusters Score -3596030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3596037.500000 Penalty: 3342.403320
	Iteration 51Q: 3 clusters Score -3596038 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3596037.250000 Penalty: 3342.403320
	Iteration 52Q: 3 clusters Score -3596037 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3596069.000000 Penalty: 3342.403320
	Iteration 53Q: 3 clusters Score -3596069 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3596075.250000 Penalty: 3342.403320
	Iteration 54Q: 3 clusters Score -3596075 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3596080.750000 Penalty: 3342.403320
	Iteration 55Q: 3 clusters Score -3596081 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3596086.750000 Penalty: 3342.403320
	Iteration 56Q: 3 clusters Score -3596087 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3596082.000000 Penalty: 3342.403320
	Iteration 57Q: 3 clusters Score -3596082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3596096.000000 Penalty: 3342.403320
	Iteration 58Q: 3 clusters Score -3596096 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3596090.750000 Penalty: 3342.403320
	Iteration 59Q: 3 clusters Score -3596091 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3596098.750000 Penalty: 3342.403320
	Iteration 60F: 3 clusters Score -3596099 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3596090.500000 Penalty: 3342.403320
	Iteration 61Q: 3 clusters Score -3596090 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3596089.250000 Penalty: 3342.403320
	Iteration 62Q: 3 clusters Score -3596089 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3596073.000000 Penalty: 3342.403320
	Iteration 63Q: 3 clusters Score -3596073 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3596063.000000 Penalty: 3342.403320
	Iteration 64Q: 3 clusters Score -3596063 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3596064.250000 Penalty: 3342.403320
	Iteration 65Q: 3 clusters Score -3596064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3596047.750000 Penalty: 3342.403320
	Iteration 66Q: 3 clusters Score -3596048 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3596044.000000 Penalty: 3342.403320
	Iteration 67Q: 3 clusters Score -3596044 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3596048.750000 Penalty: 3342.403320
	Iteration 68Q: 3 clusters Score -3596049 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3596036.250000 Penalty: 3342.403320
	Iteration 69Q: 3 clusters Score -3596036 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3596022.750000 Penalty: 3342.403320
	Iteration 70Q: 3 clusters Score -3596023 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3596023.000000 Penalty: 3342.403320
	Iteration 71Q: 3 clusters Score -3596023 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3596015.500000 Penalty: 3342.403320
	Iteration 72Q: 3 clusters Score -3596016 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3595997.250000 Penalty: 3342.403320
	Iteration 73Q: 3 clusters Score -3595997 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3595996.250000 Penalty: 3342.403320
	Iteration 74Q: 3 clusters Score -3595996 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3595980.500000 Penalty: 3342.403320
	Iteration 75Q: 3 clusters Score -3595980 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3595963.750000 Penalty: 3342.403320
	Iteration 76Q: 3 clusters Score -3595964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3595992.250000 Penalty: 3342.403320
	Iteration 77Q: 3 clusters Score -3595992 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3595998.500000 Penalty: 3342.403320
	Iteration 78Q: 3 clusters Score -3595998 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3596004.000000 Penalty: 3342.403320
	Iteration 79Q: 3 clusters Score -3596004 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3596016.500000 Penalty: 3342.403320
	Iteration 80F: 3 clusters Score -3596016 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3596021.500000 Penalty: 3342.403320
	Iteration 81Q: 3 clusters Score -3596022 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3596025.750000 Penalty: 3342.403320
	Iteration 82Q: 3 clusters Score -3596026 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3596003.000000 Penalty: 3342.403320
	Iteration 83Q: 3 clusters Score -3596003 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3595995.500000 Penalty: 3342.403320
	Iteration 84Q: 3 clusters Score -3595996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3595999.000000 Penalty: 3342.403320
	Iteration 85Q: 3 clusters Score -3595999 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3596000.000000 Penalty: 3342.403320
	Iteration 86Q: 3 clusters Score -3596000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3596008.000000 Penalty: 3342.403320
	Iteration 87Q: 3 clusters Score -3596008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3596001.000000 Penalty: 3342.403320
	Iteration 88Q: 3 clusters Score -3596001 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3596018.250000 Penalty: 3342.403320
	Iteration 89Q: 3 clusters Score -3596018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3596034.000000 Penalty: 3342.403320
	Iteration 90Q: 3 clusters Score -3596034 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3596042.000000 Penalty: 3342.403320
	Iteration 91Q: 3 clusters Score -3596042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3596059.500000 Penalty: 3342.403320
	Iteration 92Q: 3 clusters Score -3596060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3596053.750000 Penalty: 3342.403320
	Iteration 93Q: 3 clusters Score -3596054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3596055.250000 Penalty: 3342.403320
	Iteration 94Q: 3 clusters Score -3596055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3596049.000000 Penalty: 3342.403320
	Iteration 95Q: 3 clusters Score -3596049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3596057.500000 Penalty: 3342.403320
	Iteration 96Q: 3 clusters Score -3596058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3596066.750000 Penalty: 3342.403320
	Iteration 97Q: 3 clusters Score -3596067 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3596078.250000 Penalty: 3342.403320
	Iteration 98Q: 3 clusters Score -3596078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3596084.250000 Penalty: 3342.403320
	Iteration 99Q: 3 clusters Score -3596084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3596084.000000 Penalty: 3342.403320
	Iteration 100F: 3 clusters Score -3596084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3596091.250000 Penalty: 3342.403320
	Iteration 101Q: 3 clusters Score -3596091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3596101.750000 Penalty: 3342.403320
	Iteration 102Q: 3 clusters Score -3596102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3596111.250000 Penalty: 3342.403320
	Iteration 103Q: 3 clusters Score -3596111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3596117.750000 Penalty: 3342.403320
	Iteration 104Q: 3 clusters Score -3596118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -3596120.500000 Penalty: 3342.403320
	Iteration 105Q: 3 clusters Score -3596120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3596128.250000 Penalty: 3342.403320
	Iteration 106Q: 3 clusters Score -3596128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3596147.500000 Penalty: 3342.403320
	Iteration 107Q: 3 clusters Score -3596148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -3596150.500000 Penalty: 3342.403320
	Iteration 108Q: 3 clusters Score -3596150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3596152.750000 Penalty: 3342.403320
	Iteration 109Q: 3 clusters Score -3596153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -3596158.500000 Penalty: 3342.403320
	Iteration 110Q: 3 clusters Score -3596158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3596164.000000 Penalty: 3342.403320
	Iteration 111Q: 3 clusters Score -3596164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3596177.250000 Penalty: 3342.403320
	Iteration 112Q: 3 clusters Score -3596177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3596173.250000 Penalty: 3342.403320
	Iteration 113Q: 3 clusters Score -3596173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3596176.500000 Penalty: 3342.403320
	Iteration 114Q: 3 clusters Score -3596176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3596176.000000 Penalty: 3342.403320
	Iteration 115Q: 3 clusters Score -3596176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3596182.000000 Penalty: 3342.403320
	Iteration 116Q: 3 clusters Score -3596182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -3596179.500000 Penalty: 3342.403320
	Iteration 117Q: 3 clusters Score -3596180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -3596181.000000 Penalty: 3342.403320
	Iteration 118Q: 3 clusters Score -3596181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -3596181.000000 Penalty: 3342.403320
	Iteration 119Q: 3 clusters Score -3596181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -3596180.250000 Penalty: 3342.403320
	Iteration 120F: 3 clusters Score -3596180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -3596177.000000 Penalty: 3342.403320
	Iteration 121Q: 3 clusters Score -3596177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -3596173.500000 Penalty: 3342.403320
	Iteration 122Q: 3 clusters Score -3596174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3596173.250000 Penalty: 3342.403320
	Iteration 123Q: 3 clusters Score -3596173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3596173.250000 Penalty: 3342.403320
	Iteration 124Q: 3 clusters Score -3596173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3596173.250000 Penalty: 3342.403320
	Iteration 125F: 3 clusters Score -3596173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Entering Unmasked Estep 
Score: -811192.000000 Penalty: 1438.651001
	Iteration 0F: 2 clusters Score -811192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -806022.187500 Penalty: 2877.302002
	Iteration 0F: 3 clusters Score -806022.2 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -807732.750000 Penalty: 2877.302002
	Iteration 1F: 3 clusters Score -807732.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -808139.000000 Penalty: 2877.302002
	Iteration 2F: 3 clusters Score -808139 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -808505.812500 Penalty: 2877.302002
	Iteration 3F: 3 clusters Score -808505.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -808828.250000 Penalty: 2877.302002
	Iteration 4F: 3 clusters Score -808828.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -809109.625000 Penalty: 2877.302002
	Iteration 5F: 3 clusters Score -809109.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -809308.125000 Penalty: 2877.302002
	Iteration 6F: 3 clusters Score -809308.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -809427.187500 Penalty: 2877.302002
	Iteration 7Q: 3 clusters Score -809427.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -809496.187500 Penalty: 2877.302002
	Iteration 8Q: 3 clusters Score -809496.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -809551.937500 Penalty: 2877.302002
	Iteration 9Q: 3 clusters Score -809551.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -809599.937500 Penalty: 2877.302002
	Iteration 10Q: 3 clusters Score -809599.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -809634.312500 Penalty: 2877.302002
	Iteration 11Q: 3 clusters Score -809634.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -809658.312500 Penalty: 2877.302002
	Iteration 12Q: 3 clusters Score -809658.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -809675.500000 Penalty: 2877.302002
	Iteration 13Q: 3 clusters Score -809675.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -809682.750000 Penalty: 2877.302002
	Iteration 14Q: 3 clusters Score -809682.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -809687.500000 Penalty: 2877.302002
	Iteration 15Q: 3 clusters Score -809687.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -809696.062500 Penalty: 2877.302002
	Iteration 16Q: 3 clusters Score -809696.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -809703.375000 Penalty: 2877.302002
	Iteration 17Q: 3 clusters Score -809703.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -809710.062500 Penalty: 2877.302002
	Iteration 18Q: 3 clusters Score -809710.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -809715.875000 Penalty: 2877.302002
	Iteration 19Q: 3 clusters Score -809715.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -809725.250000 Penalty: 2877.302002
	Iteration 20F: 3 clusters Score -809725.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -809736.125000 Penalty: 2877.302002
	Iteration 21Q: 3 clusters Score -809736.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -809748.750000 Penalty: 2877.302002
	Iteration 22Q: 3 clusters Score -809748.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -809764.750000 Penalty: 2877.302002
	Iteration 23Q: 3 clusters Score -809764.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -809794.187500 Penalty: 2877.302002
	Iteration 24Q: 3 clusters Score -809794.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -809814.437500 Penalty: 2877.302002
	Iteration 25Q: 3 clusters Score -809814.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -809832.625000 Penalty: 2877.302002
	Iteration 26Q: 3 clusters Score -809832.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -809846.625000 Penalty: 2877.302002
	Iteration 27Q: 3 clusters Score -809846.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -809862.312500 Penalty: 2877.302002
	Iteration 28Q: 3 clusters Score -809862.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -809874.937500 Penalty: 2877.302002
	Iteration 29Q: 3 clusters Score -809874.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -809887.937500 Penalty: 2877.302002
	Iteration 30Q: 3 clusters Score -809887.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -809905.937500 Penalty: 2877.302002
	Iteration 31Q: 3 clusters Score -809905.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -809927.562500 Penalty: 2877.302002
	Iteration 32Q: 3 clusters Score -809927.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -809949.250000 Penalty: 2877.302002
	Iteration 33Q: 3 clusters Score -809949.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -809979.500000 Penalty: 2877.302002
	Iteration 34Q: 3 clusters Score -809979.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -810018.750000 Penalty: 2877.302002
	Iteration 35Q: 3 clusters Score -810018.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -810075.937500 Penalty: 2877.302002
	Iteration 36Q: 3 clusters Score -810075.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -810179.562500 Penalty: 2877.302002
	Iteration 37Q: 3 clusters Score -810179.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -810316.750000 Penalty: 2877.302002
	Iteration 38Q: 3 clusters Score -810316.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -810450.375000 Penalty: 2877.302002
	Iteration 39Q: 3 clusters Score -810450.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -810547.812500 Penalty: 2877.302002
	Iteration 40F: 3 clusters Score -810547.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -810597.562500 Penalty: 2877.302002
	Iteration 41Q: 3 clusters Score -810597.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -810626.312500 Penalty: 2877.302002
	Iteration 42Q: 3 clusters Score -810626.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -810659.125000 Penalty: 2877.302002
	Iteration 43Q: 3 clusters Score -810659.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -810676.000000 Penalty: 2877.302002
	Iteration 44Q: 3 clusters Score -810676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -810684.437500 Penalty: 2877.302002
	Iteration 45Q: 3 clusters Score -810684.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -810690.750000 Penalty: 2877.302002
	Iteration 46Q: 3 clusters Score -810690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -810690.562500 Penalty: 2877.302002
	Iteration 47Q: 3 clusters Score -810690.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -810690.562500 Penalty: 2877.302002
	Iteration 48F: 3 clusters Score -810690.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Entering Unmasked Estep 
Score: -3261408.500000 Penalty: 1656.097656
	Iteration 0F: 2 clusters Score -3261408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3243392.500000 Penalty: 3312.195312
	Iteration 0F: 3 clusters Score -3243392 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3250410.250000 Penalty: 3312.195312
	Iteration 1F: 3 clusters Score -3250410 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3250845.500000 Penalty: 3312.195312
	Iteration 2Q: 3 clusters Score -3250846 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3251377.750000 Penalty: 3312.195312
	Iteration 3Q: 3 clusters Score -3251378 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3252068.500000 Penalty: 3312.195312
	Iteration 4F: 3 clusters Score -3252068 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3252999.250000 Penalty: 3312.195312
	Iteration 5F: 3 clusters Score -3252999 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -3254272.250000 Penalty: 3312.195312
	Iteration 6F: 3 clusters Score -3254272 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3255698.250000 Penalty: 3312.195312
	Iteration 7F: 3 clusters Score -3255698 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3257008.750000 Penalty: 3312.195312
	Iteration 8F: 3 clusters Score -3257009 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3257920.750000 Penalty: 3312.195312
	Iteration 9Q: 3 clusters Score -3257921 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3258452.750000 Penalty: 3312.195312
	Iteration 10Q: 3 clusters Score -3258453 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3258824.250000 Penalty: 3312.195312
	Iteration 11Q: 3 clusters Score -3258824 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3259066.500000 Penalty: 3312.195312
	Iteration 12Q: 3 clusters Score -3259066 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3259262.500000 Penalty: 3312.195312
	Iteration 13Q: 3 clusters Score -3259262 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3259444.000000 Penalty: 3312.195312
	Iteration 14Q: 3 clusters Score -3259444 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3259585.000000 Penalty: 3312.195312
	Iteration 15Q: 3 clusters Score -3259585 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3259712.000000 Penalty: 3312.195312
	Iteration 16Q: 3 clusters Score -3259712 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3259801.000000 Penalty: 3312.195312
	Iteration 17Q: 3 clusters Score -3259801 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3259879.750000 Penalty: 3312.195312
	Iteration 18Q: 3 clusters Score -3259880 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3259930.250000 Penalty: 3312.195312
	Iteration 19Q: 3 clusters Score -3259930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3259982.500000 Penalty: 3312.195312
	Iteration 20F: 3 clusters Score -3259982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3260008.250000 Penalty: 3312.195312
	Iteration 21Q: 3 clusters Score -3260008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3260042.750000 Penalty: 3312.195312
	Iteration 22Q: 3 clusters Score -3260043 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3260078.750000 Penalty: 3312.195312
	Iteration 23Q: 3 clusters Score -3260079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3260091.500000 Penalty: 3312.195312
	Iteration 24Q: 3 clusters Score -3260092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3260101.750000 Penalty: 3312.195312
	Iteration 25Q: 3 clusters Score -3260102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3260116.250000 Penalty: 3312.195312
	Iteration 26Q: 3 clusters Score -3260116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3260120.250000 Penalty: 3312.195312
	Iteration 27Q: 3 clusters Score -3260120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3260121.750000 Penalty: 3312.195312
	Iteration 28Q: 3 clusters Score -3260122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3260125.000000 Penalty: 3312.195312
	Iteration 29Q: 3 clusters Score -3260125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3260124.750000 Penalty: 3312.195312
	Iteration 30Q: 3 clusters Score -3260125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3260129.000000 Penalty: 3312.195312
	Iteration 31Q: 3 clusters Score -3260129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3260129.250000 Penalty: 3312.195312
	Iteration 32Q: 3 clusters Score -3260129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3260133.000000 Penalty: 3312.195312
	Iteration 33Q: 3 clusters Score -3260133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3260131.250000 Penalty: 3312.195312
	Iteration 34Q: 3 clusters Score -3260131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3260133.250000 Penalty: 3312.195312
	Iteration 35Q: 3 clusters Score -3260133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3260133.000000 Penalty: 3312.195312
	Iteration 36Q: 3 clusters Score -3260133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3260133.750000 Penalty: 3312.195312
	Iteration 37Q: 3 clusters Score -3260134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3260136.500000 Penalty: 3312.195312
	Iteration 38Q: 3 clusters Score -3260136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3260140.500000 Penalty: 3312.195312
	Iteration 39Q: 3 clusters Score -3260140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3260141.250000 Penalty: 3312.195312
	Iteration 40F: 3 clusters Score -3260141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3260146.750000 Penalty: 3312.195312
	Iteration 41Q: 3 clusters Score -3260147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3260149.000000 Penalty: 3312.195312
	Iteration 42Q: 3 clusters Score -3260149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3260157.000000 Penalty: 3312.195312
	Iteration 43Q: 3 clusters Score -3260157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3260153.500000 Penalty: 3312.195312
	Iteration 44Q: 3 clusters Score -3260154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3260157.250000 Penalty: 3312.195312
	Iteration 45Q: 3 clusters Score -3260157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3260159.500000 Penalty: 3312.195312
	Iteration 46Q: 3 clusters Score -3260160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3260159.500000 Penalty: 3312.195312
	Iteration 47F: 3 clusters Score -3260160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Entering Unmasked Estep 
Score: -4433644.000000 Penalty: 1707.611328
	Iteration 0F: 2 clusters Score -4433644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4410886.500000 Penalty: 3415.222656
	Iteration 0F: 3 clusters Score -4410886 nChanged 17000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -4420143.500000 Penalty: 3415.222656
	Iteration 1F: 3 clusters Score -4420144 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4420522.000000 Penalty: 3415.222656
	Iteration 2Q: 3 clusters Score -4420522 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -4420834.000000 Penalty: 3415.222656
	Iteration 3Q: 3 clusters Score -4420834 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4421256.500000 Penalty: 3415.222656
	Iteration 4Q: 3 clusters Score -4421256 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4421682.000000 Penalty: 3415.222656
	Iteration 5Q: 3 clusters Score -4421682 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -4422229.000000 Penalty: 3415.222656
	Iteration 6Q: 3 clusters Score -4422229 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4422885.500000 Penalty: 3415.222656
	Iteration 7Q: 3 clusters Score -4422886 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -4423587.500000 Penalty: 3415.222656
	Iteration 8Q: 3 clusters Score -4423588 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -4424296.000000 Penalty: 3415.222656
	Iteration 9F: 3 clusters Score -4424296 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -4425032.000000 Penalty: 3415.222656
	Iteration 10F: 3 clusters Score -4425032 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -4425810.000000 Penalty: 3415.222656
	Iteration 11F: 3 clusters Score -4425810 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -4426715.000000 Penalty: 3415.222656
	Iteration 12F: 3 clusters Score -4426715 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4427883.500000 Penalty: 3415.222656
	Iteration 13F: 3 clusters Score -4427884 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -4429221.000000 Penalty: 3415.222656
	Iteration 14F: 3 clusters Score -4429221 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4430455.500000 Penalty: 3415.222656
	Iteration 15Q: 3 clusters Score -4430456 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4431270.000000 Penalty: 3415.222656
	Iteration 16Q: 3 clusters Score -4431270 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4431730.000000 Penalty: 3415.222656
	Iteration 17Q: 3 clusters Score -4431730 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4431955.000000 Penalty: 3415.222656
	Iteration 18Q: 3 clusters Score -4431955 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4432046.000000 Penalty: 3415.222656
	Iteration 19Q: 3 clusters Score -4432046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4432105.000000 Penalty: 3415.222656
	Iteration 20F: 3 clusters Score -4432105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4432130.500000 Penalty: 3415.222656
	Iteration 21Q: 3 clusters Score -4432130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4432142.000000 Penalty: 3415.222656
	Iteration 22Q: 3 clusters Score -4432142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4432147.500000 Penalty: 3415.222656
	Iteration 23Q: 3 clusters Score -4432148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4432160.500000 Penalty: 3415.222656
	Iteration 24Q: 3 clusters Score -4432160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4432161.500000 Penalty: 3415.222656
	Iteration 25Q: 3 clusters Score -4432162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4432165.500000 Penalty: 3415.222656
	Iteration 26Q: 3 clusters Score -4432166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4432171.500000 Penalty: 3415.222656
	Iteration 27Q: 3 clusters Score -4432172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4432175.500000 Penalty: 3415.222656
	Iteration 28Q: 3 clusters Score -4432176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4432174.500000 Penalty: 3415.222656
	Iteration 29Q: 3 clusters Score -4432174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4432180.000000 Penalty: 3415.222656
	Iteration 30Q: 3 clusters Score -4432180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4432179.500000 Penalty: 3415.222656
	Iteration 31Q: 3 clusters Score -4432180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4432181.000000 Penalty: 3415.222656
	Iteration 32Q: 3 clusters Score -4432181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4432181.000000 Penalty: 3415.222656
	Iteration 33F: 3 clusters Score -4432181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -158003.250000 Penalty: 1181.086182
	Iteration 0F: 2 clusters Score -158003.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -156383.265625 Penalty: 2362.172363
	Iteration 0F: 3 clusters Score -156383.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157367.484375 Penalty: 2362.172363
	Iteration 1F: 3 clusters Score -157367.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -158759.921875 Penalty: 2362.172363
	Iteration 2F: 3 clusters Score -158759.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -159944.812500 Penalty: 2362.172363
	Iteration 3F: 3 clusters Score -159944.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -160118.843750 Penalty: 2362.172363
	Iteration 4F: 3 clusters Score -160118.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -160135.593750 Penalty: 2362.172363
	Iteration 5Q: 3 clusters Score -160135.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -160136.609375 Penalty: 2362.172363
	Iteration 6Q: 3 clusters Score -160136.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -160136.609375 Penalty: 2362.172363
	Iteration 7F: 3 clusters Score -160136.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 25901 members 
Mstep: Class 7 contains 29969 members 
Mstep: Class 8 contains 27321 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 8155 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26844 members 
Mstep: Class 15 contains 29270 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 26672 members 
Mstep: Class 18 contains 36621 members 
Mstep: Class 19 contains 1072 members 
Entering Unmasked Estep 
Score: -26438562.000000 Penalty: 25983.595703
Splitting cluster 19 changes total score from -26437120.000000 to -26438562.000000
So it's getting split into cluster 1.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25901 members 
Mstep: Class 7 contains 29969 members 
Mstep: Class 8 contains 27321 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 8155 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26844 members 
Mstep: Class 15 contains 29270 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 26672 members 
Mstep: Class 18 contains 36621 members 
Mstep: Class 19 contains 1072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438916.000000 Penalty: 25983.595703
Iteration 39Q: 14 clusters Score -2.643892e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25866 members 
Mstep: Class 7 contains 29839 members 
Mstep: Class 8 contains 27209 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 8169 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26815 members 
Mstep: Class 15 contains 29206 members 
Mstep: Class 16 contains 6908 members 
Mstep: Class 17 contains 27655 members 
Mstep: Class 18 contains 35909 members 
Mstep: Class 19 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439602.000000 Penalty: 25983.595703
Iteration 40F: 14 clusters Score -2.64396e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25829 members 
Mstep: Class 7 contains 29670 members 
Mstep: Class 8 contains 27073 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 8170 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26723 members 
Mstep: Class 15 contains 29137 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 28770 members 
Mstep: Class 18 contains 35390 members 
Mstep: Class 19 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440104.000000 Penalty: 25983.595703
Iteration 41Q: 14 clusters Score -2.64401e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25778 members 
Mstep: Class 7 contains 29541 members 
Mstep: Class 8 contains 26958 members 
Mstep: Class 10 contains 140 members 
Mstep: Class 11 contains 8185 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26602 members 
Mstep: Class 15 contains 29060 members 
Mstep: Class 16 contains 6656 members 
Mstep: Class 17 contains 30017 members 
Mstep: Class 18 contains 34678 members 
Mstep: Class 19 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440356.000000 Penalty: 25983.595703
Iteration 42Q: 14 clusters Score -2.644036e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25717 members 
Mstep: Class 7 contains 29401 members 
Mstep: Class 8 contains 26824 members 
Mstep: Class 10 contains 141 members 
Mstep: Class 11 contains 8220 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26474 members 
Mstep: Class 15 contains 28990 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 31348 members 
Mstep: Class 18 contains 33877 members 
Mstep: Class 19 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440818.000000 Penalty: 25983.595703
Iteration 43Q: 14 clusters Score -2.644082e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25642 members 
Mstep: Class 7 contains 29267 members 
Mstep: Class 8 contains 26675 members 
Mstep: Class 10 contains 141 members 
Mstep: Class 11 contains 8230 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26307 members 
Mstep: Class 15 contains 28921 members 
Mstep: Class 16 contains 6572 members 
Mstep: Class 17 contains 32718 members 
Mstep: Class 18 contains 33092 members 
Mstep: Class 19 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440986.000000 Penalty: 25983.595703
Iteration 44Q: 14 clusters Score -2.644099e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 7 contains 29160 members 
Mstep: Class 8 contains 26577 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 8240 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26096 members 
Mstep: Class 15 contains 28852 members 
Mstep: Class 16 contains 6558 members 
Mstep: Class 17 contains 34055 members 
Mstep: Class 18 contains 32301 members 
Mstep: Class 19 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440998.000000 Penalty: 25983.595703
Iteration 45Q: 14 clusters Score -2.6441e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25535 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 26452 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25902 members 
Mstep: Class 15 contains 28779 members 
Mstep: Class 16 contains 6572 members 
Mstep: Class 17 contains 35328 members 
Mstep: Class 18 contains 31516 members 
Mstep: Class 19 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441238.000000 Penalty: 25983.595703
Iteration 46Q: 14 clusters Score -2.644124e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25497 members 
Mstep: Class 7 contains 29034 members 
Mstep: Class 8 contains 26363 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 8228 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25742 members 
Mstep: Class 15 contains 28723 members 
Mstep: Class 16 contains 6580 members 
Mstep: Class 17 contains 36422 members 
Mstep: Class 18 contains 30809 members 
Mstep: Class 19 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441094.000000 Penalty: 25983.595703
Iteration 47Q: 14 clusters Score -2.644109e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25495 members 
Mstep: Class 7 contains 29001 members 
Mstep: Class 8 contains 26326 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 8214 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25621 members 
Mstep: Class 15 contains 28679 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 37305 members 
Mstep: Class 18 contains 30152 members 
Mstep: Class 19 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440994.000000 Penalty: 25983.595703
Iteration 48Q: 14 clusters Score -2.644099e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25571 members 
Mstep: Class 7 contains 28986 members 
Mstep: Class 8 contains 26340 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 8188 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25542 members 
Mstep: Class 15 contains 28661 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 37900 members 
Mstep: Class 18 contains 29574 members 
Mstep: Class 19 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440910.000000 Penalty: 25983.595703
Iteration 49Q: 14 clusters Score -2.644091e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25655 members 
Mstep: Class 7 contains 28972 members 
Mstep: Class 8 contains 26471 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 8157 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25497 members 
Mstep: Class 15 contains 28645 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 38191 members 
Mstep: Class 18 contains 29150 members 
Mstep: Class 19 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440694.000000 Penalty: 25983.595703
Iteration 50Q: 14 clusters Score -2.644069e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25747 members 
Mstep: Class 7 contains 28976 members 
Mstep: Class 8 contains 26657 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 8122 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25516 members 
Mstep: Class 15 contains 28640 members 
Mstep: Class 16 contains 6648 members 
Mstep: Class 17 contains 38159 members 
Mstep: Class 18 contains 28880 members 
Mstep: Class 19 contains 1462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440578.000000 Penalty: 25983.595703
Iteration 51Q: 14 clusters Score -2.644058e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25886 members 
Mstep: Class 7 contains 28990 members 
Mstep: Class 8 contains 26834 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25562 members 
Mstep: Class 15 contains 28626 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 37969 members 
Mstep: Class 18 contains 28695 members 
Mstep: Class 19 contains 1470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440526.000000 Penalty: 25983.595703
Iteration 52Q: 14 clusters Score -2.644053e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 26062 members 
Mstep: Class 7 contains 29005 members 
Mstep: Class 8 contains 27002 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 8042 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25665 members 
Mstep: Class 15 contains 28634 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 37584 members 
Mstep: Class 18 contains 28624 members 
Mstep: Class 19 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440554.000000 Penalty: 25983.595703
Iteration 53Q: 14 clusters Score -2.644055e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 26226 members 
Mstep: Class 7 contains 29033 members 
Mstep: Class 8 contains 27209 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7986 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25781 members 
Mstep: Class 15 contains 28646 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 37070 members 
Mstep: Class 18 contains 28624 members 
Mstep: Class 19 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440542.000000 Penalty: 25983.595703
Iteration 54Q: 14 clusters Score -2.644054e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26338 members 
Mstep: Class 7 contains 29037 members 
Mstep: Class 8 contains 27445 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7943 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25897 members 
Mstep: Class 15 contains 28653 members 
Mstep: Class 16 contains 6797 members 
Mstep: Class 17 contains 36486 members 
Mstep: Class 18 contains 28723 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440528.000000 Penalty: 25983.595703
Iteration 55Q: 14 clusters Score -2.644053e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26479 members 
Mstep: Class 7 contains 29016 members 
Mstep: Class 8 contains 27652 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7909 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26032 members 
Mstep: Class 15 contains 28672 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 35841 members 
Mstep: Class 18 contains 28893 members 
Mstep: Class 19 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440576.000000 Penalty: 25983.595703
Iteration 56Q: 14 clusters Score -2.644058e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26561 members 
Mstep: Class 7 contains 28967 members 
Mstep: Class 8 contains 27904 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7871 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26185 members 
Mstep: Class 15 contains 28689 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 35184 members 
Mstep: Class 18 contains 29093 members 
Mstep: Class 19 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440648.000000 Penalty: 25983.595703
Iteration 57Q: 14 clusters Score -2.644065e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26630 members 
Mstep: Class 7 contains 28897 members 
Mstep: Class 8 contains 28115 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7836 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26342 members 
Mstep: Class 15 contains 28693 members 
Mstep: Class 16 contains 6888 members 
Mstep: Class 17 contains 34575 members 
Mstep: Class 18 contains 29332 members 
Mstep: Class 19 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440784.000000 Penalty: 25983.595703
Iteration 58Q: 14 clusters Score -2.644078e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26683 members 
Mstep: Class 7 contains 28865 members 
Mstep: Class 8 contains 28314 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7807 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26489 members 
Mstep: Class 15 contains 28691 members 
Mstep: Class 16 contains 6918 members 
Mstep: Class 17 contains 33963 members 
Mstep: Class 18 contains 29575 members 
Mstep: Class 19 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440818.000000 Penalty: 25983.595703
Iteration 59Q: 14 clusters Score -2.644082e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26741 members 
Mstep: Class 7 contains 28841 members 
Mstep: Class 8 contains 28488 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7794 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26602 members 
Mstep: Class 15 contains 28683 members 
Mstep: Class 16 contains 6944 members 
Mstep: Class 17 contains 33388 members 
Mstep: Class 18 contains 29828 members 
Mstep: Class 19 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440972.000000 Penalty: 25983.595703
Iteration 60F: 14 clusters Score -2.644097e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26783 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 28664 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7781 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26675 members 
Mstep: Class 15 contains 28695 members 
Mstep: Class 16 contains 6964 members 
Mstep: Class 17 contains 32938 members 
Mstep: Class 18 contains 29988 members 
Mstep: Class 19 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440952.000000 Penalty: 25983.595703
Iteration 61Q: 14 clusters Score -2.644095e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26833 members 
Mstep: Class 7 contains 28809 members 
Mstep: Class 8 contains 28816 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7776 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26720 members 
Mstep: Class 15 contains 28702 members 
Mstep: Class 16 contains 7010 members 
Mstep: Class 17 contains 32475 members 
Mstep: Class 18 contains 30167 members 
Mstep: Class 19 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441074.000000 Penalty: 25983.595703
Iteration 62Q: 14 clusters Score -2.644107e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26875 members 
Mstep: Class 7 contains 28762 members 
Mstep: Class 8 contains 28953 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7758 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26768 members 
Mstep: Class 15 contains 28723 members 
Mstep: Class 16 contains 7051 members 
Mstep: Class 17 contains 32020 members 
Mstep: Class 18 contains 30398 members 
Mstep: Class 19 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441224.000000 Penalty: 25983.595703
Iteration 63Q: 14 clusters Score -2.644122e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26894 members 
Mstep: Class 7 contains 28703 members 
Mstep: Class 8 contains 29072 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7748 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26825 members 
Mstep: Class 15 contains 28724 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 17 contains 31608 members 
Mstep: Class 18 contains 30640 members 
Mstep: Class 19 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441172.000000 Penalty: 25983.595703
Iteration 64Q: 14 clusters Score -2.644117e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26901 members 
Mstep: Class 7 contains 28646 members 
Mstep: Class 8 contains 29157 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26851 members 
Mstep: Class 15 contains 28716 members 
Mstep: Class 16 contains 7138 members 
Mstep: Class 17 contains 31270 members 
Mstep: Class 18 contains 30879 members 
Mstep: Class 19 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441322.000000 Penalty: 25983.595703
Iteration 65Q: 14 clusters Score -2.644132e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26916 members 
Mstep: Class 7 contains 28600 members 
Mstep: Class 8 contains 29221 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7753 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26897 members 
Mstep: Class 15 contains 28696 members 
Mstep: Class 16 contains 7170 members 
Mstep: Class 17 contains 30931 members 
Mstep: Class 18 contains 31121 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441426.000000 Penalty: 25983.595703
Iteration 66Q: 14 clusters Score -2.644143e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26917 members 
Mstep: Class 7 contains 28560 members 
Mstep: Class 8 contains 29282 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7756 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26920 members 
Mstep: Class 15 contains 28676 members 
Mstep: Class 16 contains 7201 members 
Mstep: Class 17 contains 30614 members 
Mstep: Class 18 contains 31376 members 
Mstep: Class 19 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441486.000000 Penalty: 25983.595703
Iteration 67Q: 14 clusters Score -2.644149e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26918 members 
Mstep: Class 7 contains 28529 members 
Mstep: Class 8 contains 29332 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7755 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26934 members 
Mstep: Class 15 contains 28667 members 
Mstep: Class 16 contains 7227 members 
Mstep: Class 17 contains 30301 members 
Mstep: Class 18 contains 31640 members 
Mstep: Class 19 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441514.000000 Penalty: 25983.595703
Iteration 68Q: 14 clusters Score -2.644151e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26910 members 
Mstep: Class 7 contains 28501 members 
Mstep: Class 8 contains 29380 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7759 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26923 members 
Mstep: Class 15 contains 28647 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 30034 members 
Mstep: Class 18 contains 31898 members 
Mstep: Class 19 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441498.000000 Penalty: 25983.595703
Iteration 69Q: 14 clusters Score -2.64415e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26913 members 
Mstep: Class 7 contains 28477 members 
Mstep: Class 8 contains 29406 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7761 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26918 members 
Mstep: Class 15 contains 28635 members 
Mstep: Class 16 contains 7276 members 
Mstep: Class 17 contains 29791 members 
Mstep: Class 18 contains 32127 members 
Mstep: Class 19 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441604.000000 Penalty: 25983.595703
Iteration 70Q: 14 clusters Score -2.64416e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26898 members 
Mstep: Class 7 contains 28476 members 
Mstep: Class 8 contains 29423 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7767 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26882 members 
Mstep: Class 15 contains 28609 members 
Mstep: Class 16 contains 7291 members 
Mstep: Class 17 contains 29648 members 
Mstep: Class 18 contains 32313 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441748.000000 Penalty: 25983.595703
Iteration 71Q: 14 clusters Score -2.644175e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26886 members 
Mstep: Class 7 contains 28469 members 
Mstep: Class 8 contains 29453 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26851 members 
Mstep: Class 15 contains 28594 members 
Mstep: Class 16 contains 7293 members 
Mstep: Class 17 contains 29506 members 
Mstep: Class 18 contains 32485 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441830.000000 Penalty: 25983.595703
Iteration 72Q: 14 clusters Score -2.644183e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26877 members 
Mstep: Class 7 contains 28446 members 
Mstep: Class 8 contains 29456 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7772 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 15 contains 28580 members 
Mstep: Class 16 contains 7306 members 
Mstep: Class 17 contains 29390 members 
Mstep: Class 18 contains 32648 members 
Mstep: Class 19 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441898.000000 Penalty: 25983.595703
Iteration 73Q: 14 clusters Score -2.64419e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26861 members 
Mstep: Class 7 contains 28417 members 
Mstep: Class 8 contains 29459 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 7778 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26813 members 
Mstep: Class 15 contains 28572 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 29313 members 
Mstep: Class 18 contains 32779 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441908.000000 Penalty: 25983.595703
Iteration 74Q: 14 clusters Score -2.644191e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26853 members 
Mstep: Class 7 contains 28381 members 
Mstep: Class 8 contains 29421 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7781 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26810 members 
Mstep: Class 15 contains 28552 members 
Mstep: Class 16 contains 7322 members 
Mstep: Class 17 contains 29272 members 
Mstep: Class 18 contains 32918 members 
Mstep: Class 19 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441904.000000 Penalty: 25983.595703
Iteration 75Q: 14 clusters Score -2.64419e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26841 members 
Mstep: Class 7 contains 28367 members 
Mstep: Class 8 contains 29393 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7782 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26799 members 
Mstep: Class 15 contains 28528 members 
Mstep: Class 16 contains 7320 members 
Mstep: Class 17 contains 29253 members 
Mstep: Class 18 contains 33028 members 
Mstep: Class 19 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442044.000000 Penalty: 25983.595703
Iteration 76Q: 14 clusters Score -2.644204e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 7 contains 28379 members 
Mstep: Class 8 contains 29374 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7792 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26783 members 
Mstep: Class 15 contains 28513 members 
Mstep: Class 16 contains 7326 members 
Mstep: Class 17 contains 29270 members 
Mstep: Class 18 contains 33073 members 
Mstep: Class 19 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442058.000000 Penalty: 25983.595703
Iteration 77Q: 14 clusters Score -2.644206e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26755 members 
Mstep: Class 7 contains 28394 members 
Mstep: Class 8 contains 29356 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7803 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26765 members 
Mstep: Class 15 contains 28499 members 
Mstep: Class 16 contains 7326 members 
Mstep: Class 17 contains 29342 members 
Mstep: Class 18 contains 33069 members 
Mstep: Class 19 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441986.000000 Penalty: 25983.595703
Iteration 78Q: 14 clusters Score -2.644199e+07 nChanged 493
Entering ConstructFrom: 
Score: -26441986.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 1 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -39196.867188 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -39196.87 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 190 members 
Entering Unmasked Estep 
Score: -38281.269531 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -38281.27 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38387.554688 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -38387.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38409.824219 Penalty: 1935.647095
	Iteration 2Q: 3 clusters Score -38409.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38451.914062 Penalty: 1935.647095
	Iteration 3Q: 3 clusters Score -38451.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38473.125000 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -38473.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38490.648438 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -38490.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38504.925781 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -38504.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38514.906250 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -38514.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38518.109375 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -38518.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38518.109375 Penalty: 1935.647095
	Iteration 9F: 3 clusters Score -38518.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Entering Unmasked Estep 
Score: -3342949.250000 Penalty: 1656.414062
	Iteration 0F: 2 clusters Score -3342949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3326035.500000 Penalty: 3312.828125
	Iteration 0F: 3 clusters Score -3326036 nChanged 12251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3332857.750000 Penalty: 3312.828125
	Iteration 1F: 3 clusters Score -3332858 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3333241.000000 Penalty: 3312.828125
	Iteration 2Q: 3 clusters Score -3333241 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3333534.250000 Penalty: 3312.828125
	Iteration 3Q: 3 clusters Score -3333534 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3333839.750000 Penalty: 3312.828125
	Iteration 4Q: 3 clusters Score -3333840 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3334195.250000 Penalty: 3312.828125
	Iteration 5Q: 3 clusters Score -3334195 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3334637.750000 Penalty: 3312.828125
	Iteration 6Q: 3 clusters Score -3334638 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3335322.250000 Penalty: 3312.828125
	Iteration 7Q: 3 clusters Score -3335322 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3336292.500000 Penalty: 3312.828125
	Iteration 8F: 3 clusters Score -3336292 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3337434.750000 Penalty: 3312.828125
	Iteration 9F: 3 clusters Score -3337435 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3338248.750000 Penalty: 3312.828125
	Iteration 10F: 3 clusters Score -3338249 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3338610.000000 Penalty: 3312.828125
	Iteration 11Q: 3 clusters Score -3338610 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3338775.000000 Penalty: 3312.828125
	Iteration 12Q: 3 clusters Score -3338775 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3338877.500000 Penalty: 3312.828125
	Iteration 13Q: 3 clusters Score -3338878 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3338961.500000 Penalty: 3312.828125
	Iteration 14Q: 3 clusters Score -3338962 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3339050.500000 Penalty: 3312.828125
	Iteration 15Q: 3 clusters Score -3339050 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3339111.750000 Penalty: 3312.828125
	Iteration 16Q: 3 clusters Score -3339112 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3339168.500000 Penalty: 3312.828125
	Iteration 17Q: 3 clusters Score -3339168 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3339209.000000 Penalty: 3312.828125
	Iteration 18Q: 3 clusters Score -3339209 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3339259.750000 Penalty: 3312.828125
	Iteration 19Q: 3 clusters Score -3339260 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3339294.250000 Penalty: 3312.828125
	Iteration 20F: 3 clusters Score -3339294 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3339328.750000 Penalty: 3312.828125
	Iteration 21Q: 3 clusters Score -3339329 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3339372.250000 Penalty: 3312.828125
	Iteration 22Q: 3 clusters Score -3339372 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3339408.250000 Penalty: 3312.828125
	Iteration 23Q: 3 clusters Score -3339408 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3339433.000000 Penalty: 3312.828125
	Iteration 24Q: 3 clusters Score -3339433 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3339488.250000 Penalty: 3312.828125
	Iteration 25Q: 3 clusters Score -3339488 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3339520.000000 Penalty: 3312.828125
	Iteration 26Q: 3 clusters Score -3339520 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3339575.250000 Penalty: 3312.828125
	Iteration 27Q: 3 clusters Score -3339575 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3339629.250000 Penalty: 3312.828125
	Iteration 28Q: 3 clusters Score -3339629 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3339696.750000 Penalty: 3312.828125
	Iteration 29Q: 3 clusters Score -3339697 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3339742.250000 Penalty: 3312.828125
	Iteration 30Q: 3 clusters Score -3339742 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3339799.500000 Penalty: 3312.828125
	Iteration 31Q: 3 clusters Score -3339800 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -3339850.750000 Penalty: 3312.828125
	Iteration 32Q: 3 clusters Score -3339851 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3339898.250000 Penalty: 3312.828125
	Iteration 33Q: 3 clusters Score -3339898 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3339946.750000 Penalty: 3312.828125
	Iteration 34Q: 3 clusters Score -3339947 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3339998.500000 Penalty: 3312.828125
	Iteration 35Q: 3 clusters Score -3339998 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3340023.000000 Penalty: 3312.828125
	Iteration 36Q: 3 clusters Score -3340023 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3340040.250000 Penalty: 3312.828125
	Iteration 37Q: 3 clusters Score -3340040 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3340083.250000 Penalty: 3312.828125
	Iteration 38Q: 3 clusters Score -3340083 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3340112.500000 Penalty: 3312.828125
	Iteration 39Q: 3 clusters Score -3340112 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3340127.500000 Penalty: 3312.828125
	Iteration 40F: 3 clusters Score -3340128 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3340139.000000 Penalty: 3312.828125
	Iteration 41Q: 3 clusters Score -3340139 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3340166.250000 Penalty: 3312.828125
	Iteration 42Q: 3 clusters Score -3340166 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3340198.500000 Penalty: 3312.828125
	Iteration 43Q: 3 clusters Score -3340198 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3340206.250000 Penalty: 3312.828125
	Iteration 44Q: 3 clusters Score -3340206 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3340220.250000 Penalty: 3312.828125
	Iteration 45Q: 3 clusters Score -3340220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3340218.750000 Penalty: 3312.828125
	Iteration 46Q: 3 clusters Score -3340219 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3340222.250000 Penalty: 3312.828125
	Iteration 47Q: 3 clusters Score -3340222 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3340231.500000 Penalty: 3312.828125
	Iteration 48Q: 3 clusters Score -3340232 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3340246.500000 Penalty: 3312.828125
	Iteration 49Q: 3 clusters Score -3340246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3340246.250000 Penalty: 3312.828125
	Iteration 50Q: 3 clusters Score -3340246 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3340256.250000 Penalty: 3312.828125
	Iteration 51Q: 3 clusters Score -3340256 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3340256.000000 Penalty: 3312.828125
	Iteration 52Q: 3 clusters Score -3340256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3340257.000000 Penalty: 3312.828125
	Iteration 53Q: 3 clusters Score -3340257 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3340246.000000 Penalty: 3312.828125
	Iteration 54Q: 3 clusters Score -3340246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3340257.250000 Penalty: 3312.828125
	Iteration 55Q: 3 clusters Score -3340257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3340264.000000 Penalty: 3312.828125
	Iteration 56Q: 3 clusters Score -3340264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3340265.500000 Penalty: 3312.828125
	Iteration 57Q: 3 clusters Score -3340266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3340268.000000 Penalty: 3312.828125
	Iteration 58Q: 3 clusters Score -3340268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3340272.500000 Penalty: 3312.828125
	Iteration 59Q: 3 clusters Score -3340272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3340271.250000 Penalty: 3312.828125
	Iteration 60F: 3 clusters Score -3340271 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3340280.250000 Penalty: 3312.828125
	Iteration 61Q: 3 clusters Score -3340280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3340279.500000 Penalty: 3312.828125
	Iteration 62Q: 3 clusters Score -3340280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3340276.500000 Penalty: 3312.828125
	Iteration 63Q: 3 clusters Score -3340276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3340283.750000 Penalty: 3312.828125
	Iteration 64Q: 3 clusters Score -3340284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3340290.000000 Penalty: 3312.828125
	Iteration 65Q: 3 clusters Score -3340290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3340291.250000 Penalty: 3312.828125
	Iteration 66Q: 3 clusters Score -3340291 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3340291.250000 Penalty: 3312.828125
	Iteration 67Q: 3 clusters Score -3340291 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3340300.000000 Penalty: 3312.828125
	Iteration 68Q: 3 clusters Score -3340300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3340303.250000 Penalty: 3312.828125
	Iteration 69Q: 3 clusters Score -3340303 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3340305.750000 Penalty: 3312.828125
	Iteration 70Q: 3 clusters Score -3340306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3340309.250000 Penalty: 3312.828125
	Iteration 71Q: 3 clusters Score -3340309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3340317.750000 Penalty: 3312.828125
	Iteration 72Q: 3 clusters Score -3340318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3340318.250000 Penalty: 3312.828125
	Iteration 73Q: 3 clusters Score -3340318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3340324.500000 Penalty: 3312.828125
	Iteration 74Q: 3 clusters Score -3340324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3340320.500000 Penalty: 3312.828125
	Iteration 75Q: 3 clusters Score -3340320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3340326.000000 Penalty: 3312.828125
	Iteration 76Q: 3 clusters Score -3340326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -3340327.750000 Penalty: 3312.828125
	Iteration 77Q: 3 clusters Score -3340328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3340334.000000 Penalty: 3312.828125
	Iteration 78Q: 3 clusters Score -3340334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3340353.000000 Penalty: 3312.828125
	Iteration 79Q: 3 clusters Score -3340353 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3340346.500000 Penalty: 3312.828125
	Iteration 80F: 3 clusters Score -3340346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3340353.000000 Penalty: 3312.828125
	Iteration 81Q: 3 clusters Score -3340353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3340363.750000 Penalty: 3312.828125
	Iteration 82Q: 3 clusters Score -3340364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3340374.750000 Penalty: 3312.828125
	Iteration 83Q: 3 clusters Score -3340375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3340374.750000 Penalty: 3312.828125
	Iteration 84Q: 3 clusters Score -3340375 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3340383.750000 Penalty: 3312.828125
	Iteration 85Q: 3 clusters Score -3340384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3340385.000000 Penalty: 3312.828125
	Iteration 86Q: 3 clusters Score -3340385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3340393.750000 Penalty: 3312.828125
	Iteration 87Q: 3 clusters Score -3340394 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3340420.750000 Penalty: 3312.828125
	Iteration 88Q: 3 clusters Score -3340421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3340464.000000 Penalty: 3312.828125
	Iteration 89Q: 3 clusters Score -3340464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3340502.500000 Penalty: 3312.828125
	Iteration 90Q: 3 clusters Score -3340502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3340536.500000 Penalty: 3312.828125
	Iteration 91Q: 3 clusters Score -3340536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3340566.500000 Penalty: 3312.828125
	Iteration 92Q: 3 clusters Score -3340566 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -3340613.750000 Penalty: 3312.828125
	Iteration 93Q: 3 clusters Score -3340614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3340648.000000 Penalty: 3312.828125
	Iteration 94Q: 3 clusters Score -3340648 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3340680.500000 Penalty: 3312.828125
	Iteration 95Q: 3 clusters Score -3340680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3340719.500000 Penalty: 3312.828125
	Iteration 96Q: 3 clusters Score -3340720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3340756.500000 Penalty: 3312.828125
	Iteration 97Q: 3 clusters Score -3340756 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3340813.750000 Penalty: 3312.828125
	Iteration 98Q: 3 clusters Score -3340814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3340839.750000 Penalty: 3312.828125
	Iteration 99Q: 3 clusters Score -3340840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3340878.500000 Penalty: 3312.828125
	Iteration 100F: 3 clusters Score -3340878 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3340918.000000 Penalty: 3312.828125
	Iteration 101Q: 3 clusters Score -3340918 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3340962.250000 Penalty: 3312.828125
	Iteration 102Q: 3 clusters Score -3340962 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3341008.000000 Penalty: 3312.828125
	Iteration 103Q: 3 clusters Score -3341008 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3341049.750000 Penalty: 3312.828125
	Iteration 104Q: 3 clusters Score -3341050 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3341089.500000 Penalty: 3312.828125
	Iteration 105Q: 3 clusters Score -3341090 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3341132.000000 Penalty: 3312.828125
	Iteration 106Q: 3 clusters Score -3341132 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3341153.500000 Penalty: 3312.828125
	Iteration 107Q: 3 clusters Score -3341154 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3341179.500000 Penalty: 3312.828125
	Iteration 108Q: 3 clusters Score -3341180 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3341218.250000 Penalty: 3312.828125
	Iteration 109Q: 3 clusters Score -3341218 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3341235.000000 Penalty: 3312.828125
	Iteration 110Q: 3 clusters Score -3341235 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3341266.500000 Penalty: 3312.828125
	Iteration 111Q: 3 clusters Score -3341266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3341291.000000 Penalty: 3312.828125
	Iteration 112Q: 3 clusters Score -3341291 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3341301.500000 Penalty: 3312.828125
	Iteration 113Q: 3 clusters Score -3341302 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3341300.000000 Penalty: 3312.828125
	Iteration 114Q: 3 clusters Score -3341300 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3341309.250000 Penalty: 3312.828125
	Iteration 115Q: 3 clusters Score -3341309 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3341307.500000 Penalty: 3312.828125
	Iteration 116Q: 3 clusters Score -3341308 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3341323.500000 Penalty: 3312.828125
	Iteration 117Q: 3 clusters Score -3341324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3341321.250000 Penalty: 3312.828125
	Iteration 118Q: 3 clusters Score -3341321 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3341337.250000 Penalty: 3312.828125
	Iteration 119Q: 3 clusters Score -3341337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3341337.000000 Penalty: 3312.828125
	Iteration 120F: 3 clusters Score -3341337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -3341336.500000 Penalty: 3312.828125
	Iteration 121Q: 3 clusters Score -3341336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3341335.750000 Penalty: 3312.828125
	Iteration 122Q: 3 clusters Score -3341336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3341341.500000 Penalty: 3312.828125
	Iteration 123Q: 3 clusters Score -3341342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3341350.000000 Penalty: 3312.828125
	Iteration 124Q: 3 clusters Score -3341350 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3341349.750000 Penalty: 3312.828125
	Iteration 125Q: 3 clusters Score -3341350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3341353.500000 Penalty: 3312.828125
	Iteration 126Q: 3 clusters Score -3341354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3341359.250000 Penalty: 3312.828125
	Iteration 127Q: 3 clusters Score -3341359 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -3341379.000000 Penalty: 3312.828125
	Iteration 128Q: 3 clusters Score -3341379 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3341377.750000 Penalty: 3312.828125
	Iteration 129Q: 3 clusters Score -3341378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3341371.500000 Penalty: 3312.828125
	Iteration 130Q: 3 clusters Score -3341372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3341382.250000 Penalty: 3312.828125
	Iteration 131Q: 3 clusters Score -3341382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3341388.750000 Penalty: 3312.828125
	Iteration 132Q: 3 clusters Score -3341389 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3341389.500000 Penalty: 3312.828125
	Iteration 133Q: 3 clusters Score -3341390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3341379.500000 Penalty: 3312.828125
	Iteration 134Q: 3 clusters Score -3341380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3341385.750000 Penalty: 3312.828125
	Iteration 135Q: 3 clusters Score -3341386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3341398.750000 Penalty: 3312.828125
	Iteration 136Q: 3 clusters Score -3341399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3341396.750000 Penalty: 3312.828125
	Iteration 137Q: 3 clusters Score -3341397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3341395.750000 Penalty: 3312.828125
	Iteration 138Q: 3 clusters Score -3341396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3341399.250000 Penalty: 3312.828125
	Iteration 139Q: 3 clusters Score -3341399 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3341395.750000 Penalty: 3312.828125
	Iteration 140F: 3 clusters Score -3341396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3341391.250000 Penalty: 3312.828125
	Iteration 141Q: 3 clusters Score -3341391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3341378.250000 Penalty: 3312.828125
	Iteration 142Q: 3 clusters Score -3341378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3341369.500000 Penalty: 3312.828125
	Iteration 143Q: 3 clusters Score -3341370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3341379.750000 Penalty: 3312.828125
	Iteration 144Q: 3 clusters Score -3341380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3341377.500000 Penalty: 3312.828125
	Iteration 145Q: 3 clusters Score -3341378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3341377.500000 Penalty: 3312.828125
	Iteration 146Q: 3 clusters Score -3341378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3341387.000000 Penalty: 3312.828125
	Iteration 147Q: 3 clusters Score -3341387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3341384.000000 Penalty: 3312.828125
	Iteration 148Q: 3 clusters Score -3341384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3341385.750000 Penalty: 3312.828125
	Iteration 149Q: 3 clusters Score -3341386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3341376.500000 Penalty: 3312.828125
	Iteration 150Q: 3 clusters Score -3341376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3341380.000000 Penalty: 3312.828125
	Iteration 151Q: 3 clusters Score -3341380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3341379.000000 Penalty: 3312.828125
	Iteration 152Q: 3 clusters Score -3341379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3341385.000000 Penalty: 3312.828125
	Iteration 153Q: 3 clusters Score -3341385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3341383.500000 Penalty: 3312.828125
	Iteration 154Q: 3 clusters Score -3341384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3341389.500000 Penalty: 3312.828125
	Iteration 155Q: 3 clusters Score -3341390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3341396.250000 Penalty: 3312.828125
	Iteration 156Q: 3 clusters Score -3341396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3341403.500000 Penalty: 3312.828125
	Iteration 157Q: 3 clusters Score -3341404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3341408.500000 Penalty: 3312.828125
	Iteration 158Q: 3 clusters Score -3341408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3341396.250000 Penalty: 3312.828125
	Iteration 159Q: 3 clusters Score -3341396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3341413.000000 Penalty: 3312.828125
	Iteration 160F: 3 clusters Score -3341413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3341413.500000 Penalty: 3312.828125
	Iteration 161Q: 3 clusters Score -3341414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3341419.000000 Penalty: 3312.828125
	Iteration 162Q: 3 clusters Score -3341419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3341433.500000 Penalty: 3312.828125
	Iteration 163Q: 3 clusters Score -3341434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3341436.000000 Penalty: 3312.828125
	Iteration 164Q: 3 clusters Score -3341436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3341438.000000 Penalty: 3312.828125
	Iteration 165Q: 3 clusters Score -3341438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3341441.500000 Penalty: 3312.828125
	Iteration 166Q: 3 clusters Score -3341442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3341451.250000 Penalty: 3312.828125
	Iteration 167Q: 3 clusters Score -3341451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3341448.750000 Penalty: 3312.828125
	Iteration 168Q: 3 clusters Score -3341449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3341448.250000 Penalty: 3312.828125
	Iteration 169Q: 3 clusters Score -3341448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3341455.500000 Penalty: 3312.828125
	Iteration 170Q: 3 clusters Score -3341456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3341471.500000 Penalty: 3312.828125
	Iteration 171Q: 3 clusters Score -3341472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3341480.250000 Penalty: 3312.828125
	Iteration 172Q: 3 clusters Score -3341480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3341487.500000 Penalty: 3312.828125
	Iteration 173Q: 3 clusters Score -3341488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3341488.250000 Penalty: 3312.828125
	Iteration 174Q: 3 clusters Score -3341488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3341487.750000 Penalty: 3312.828125
	Iteration 175Q: 3 clusters Score -3341488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3341492.750000 Penalty: 3312.828125
	Iteration 176Q: 3 clusters Score -3341493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3341496.000000 Penalty: 3312.828125
	Iteration 177Q: 3 clusters Score -3341496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3341497.250000 Penalty: 3312.828125
	Iteration 178Q: 3 clusters Score -3341497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3341506.000000 Penalty: 3312.828125
	Iteration 179Q: 3 clusters Score -3341506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3341501.750000 Penalty: 3312.828125
	Iteration 180F: 3 clusters Score -3341502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3341500.250000 Penalty: 3312.828125
	Iteration 181Q: 3 clusters Score -3341500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3341502.250000 Penalty: 3312.828125
	Iteration 182Q: 3 clusters Score -3341502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3341505.250000 Penalty: 3312.828125
	Iteration 183Q: 3 clusters Score -3341505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3341505.500000 Penalty: 3312.828125
	Iteration 184Q: 3 clusters Score -3341506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3341508.750000 Penalty: 3312.828125
	Iteration 185Q: 3 clusters Score -3341509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3341521.750000 Penalty: 3312.828125
	Iteration 186Q: 3 clusters Score -3341522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3341534.750000 Penalty: 3312.828125
	Iteration 187Q: 3 clusters Score -3341535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3341538.750000 Penalty: 3312.828125
	Iteration 188Q: 3 clusters Score -3341539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3341544.500000 Penalty: 3312.828125
	Iteration 189Q: 3 clusters Score -3341544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3341544.250000 Penalty: 3312.828125
	Iteration 190Q: 3 clusters Score -3341544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3341538.250000 Penalty: 3312.828125
	Iteration 191Q: 3 clusters Score -3341538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3341548.750000 Penalty: 3312.828125
	Iteration 192Q: 3 clusters Score -3341549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3341552.250000 Penalty: 3312.828125
	Iteration 193Q: 3 clusters Score -3341552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3341560.000000 Penalty: 3312.828125
	Iteration 194Q: 3 clusters Score -3341560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3341564.500000 Penalty: 3312.828125
	Iteration 195Q: 3 clusters Score -3341564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3341563.250000 Penalty: 3312.828125
	Iteration 196Q: 3 clusters Score -3341563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3341567.000000 Penalty: 3312.828125
	Iteration 197Q: 3 clusters Score -3341567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3341567.750000 Penalty: 3312.828125
	Iteration 198Q: 3 clusters Score -3341568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3341575.000000 Penalty: 3312.828125
	Iteration 199Q: 3 clusters Score -3341575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3341579.750000 Penalty: 3312.828125
	Iteration 200F: 3 clusters Score -3341580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3341577.000000 Penalty: 3312.828125
	Iteration 201Q: 3 clusters Score -3341577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3341580.000000 Penalty: 3312.828125
	Iteration 202Q: 3 clusters Score -3341580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3341582.750000 Penalty: 3312.828125
	Iteration 203Q: 3 clusters Score -3341583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -3341581.000000 Penalty: 3312.828125
	Iteration 204Q: 3 clusters Score -3341581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3341581.000000 Penalty: 3312.828125
	Iteration 205Q: 3 clusters Score -3341581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3341581.000000 Penalty: 3312.828125
	Iteration 206F: 3 clusters Score -3341581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Entering Unmasked Estep 
Score: -3554518.250000 Penalty: 1666.281250
	Iteration 0F: 2 clusters Score -3554518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3537021.500000 Penalty: 3332.562500
	Iteration 0F: 3 clusters Score -3537022 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3544429.500000 Penalty: 3332.562500
	Iteration 1F: 3 clusters Score -3544430 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3544798.000000 Penalty: 3332.562500
	Iteration 2Q: 3 clusters Score -3544798 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3545144.500000 Penalty: 3332.562500
	Iteration 3Q: 3 clusters Score -3545144 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3545559.750000 Penalty: 3332.562500
	Iteration 4Q: 3 clusters Score -3545560 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3546041.500000 Penalty: 3332.562500
	Iteration 5Q: 3 clusters Score -3546042 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3546649.250000 Penalty: 3332.562500
	Iteration 6F: 3 clusters Score -3546649 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3547464.250000 Penalty: 3332.562500
	Iteration 7F: 3 clusters Score -3547464 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3548518.000000 Penalty: 3332.562500
	Iteration 8F: 3 clusters Score -3548518 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3549360.000000 Penalty: 3332.562500
	Iteration 9F: 3 clusters Score -3549360 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3549831.750000 Penalty: 3332.562500
	Iteration 10Q: 3 clusters Score -3549832 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3550061.750000 Penalty: 3332.562500
	Iteration 11Q: 3 clusters Score -3550062 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3550185.750000 Penalty: 3332.562500
	Iteration 12Q: 3 clusters Score -3550186 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3550289.250000 Penalty: 3332.562500
	Iteration 13Q: 3 clusters Score -3550289 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3550375.750000 Penalty: 3332.562500
	Iteration 14Q: 3 clusters Score -3550376 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3550465.250000 Penalty: 3332.562500
	Iteration 15Q: 3 clusters Score -3550465 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3550558.500000 Penalty: 3332.562500
	Iteration 16Q: 3 clusters Score -3550558 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3550644.250000 Penalty: 3332.562500
	Iteration 17Q: 3 clusters Score -3550644 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3550753.000000 Penalty: 3332.562500
	Iteration 18Q: 3 clusters Score -3550753 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3550834.500000 Penalty: 3332.562500
	Iteration 19Q: 3 clusters Score -3550834 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3550916.750000 Penalty: 3332.562500
	Iteration 20F: 3 clusters Score -3550917 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3551010.250000 Penalty: 3332.562500
	Iteration 21Q: 3 clusters Score -3551010 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3551090.500000 Penalty: 3332.562500
	Iteration 22Q: 3 clusters Score -3551090 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -3551166.000000 Penalty: 3332.562500
	Iteration 23Q: 3 clusters Score -3551166 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -3551229.750000 Penalty: 3332.562500
	Iteration 24Q: 3 clusters Score -3551230 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3551293.250000 Penalty: 3332.562500
	Iteration 25Q: 3 clusters Score -3551293 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -3551360.000000 Penalty: 3332.562500
	Iteration 26Q: 3 clusters Score -3551360 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3551439.250000 Penalty: 3332.562500
	Iteration 27Q: 3 clusters Score -3551439 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3551557.750000 Penalty: 3332.562500
	Iteration 28Q: 3 clusters Score -3551558 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3551661.250000 Penalty: 3332.562500
	Iteration 29Q: 3 clusters Score -3551661 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3551769.500000 Penalty: 3332.562500
	Iteration 30Q: 3 clusters Score -3551770 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3551842.500000 Penalty: 3332.562500
	Iteration 31Q: 3 clusters Score -3551842 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3551940.750000 Penalty: 3332.562500
	Iteration 32Q: 3 clusters Score -3551941 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3552005.000000 Penalty: 3332.562500
	Iteration 33Q: 3 clusters Score -3552005 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3552072.250000 Penalty: 3332.562500
	Iteration 34Q: 3 clusters Score -3552072 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3552129.750000 Penalty: 3332.562500
	Iteration 35Q: 3 clusters Score -3552130 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3552188.500000 Penalty: 3332.562500
	Iteration 36Q: 3 clusters Score -3552188 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3552218.000000 Penalty: 3332.562500
	Iteration 37Q: 3 clusters Score -3552218 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3552277.500000 Penalty: 3332.562500
	Iteration 38Q: 3 clusters Score -3552278 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3552308.500000 Penalty: 3332.562500
	Iteration 39Q: 3 clusters Score -3552308 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3552352.500000 Penalty: 3332.562500
	Iteration 40F: 3 clusters Score -3552352 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -3552391.750000 Penalty: 3332.562500
	Iteration 41Q: 3 clusters Score -3552392 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3552423.500000 Penalty: 3332.562500
	Iteration 42Q: 3 clusters Score -3552424 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3552445.250000 Penalty: 3332.562500
	Iteration 43Q: 3 clusters Score -3552445 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3552460.250000 Penalty: 3332.562500
	Iteration 44Q: 3 clusters Score -3552460 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3552474.250000 Penalty: 3332.562500
	Iteration 45Q: 3 clusters Score -3552474 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3552479.500000 Penalty: 3332.562500
	Iteration 46Q: 3 clusters Score -3552480 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3552475.750000 Penalty: 3332.562500
	Iteration 47Q: 3 clusters Score -3552476 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3552470.750000 Penalty: 3332.562500
	Iteration 48Q: 3 clusters Score -3552471 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3552489.750000 Penalty: 3332.562500
	Iteration 49Q: 3 clusters Score -3552490 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3552485.000000 Penalty: 3332.562500
	Iteration 50Q: 3 clusters Score -3552485 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -3552497.250000 Penalty: 3332.562500
	Iteration 51Q: 3 clusters Score -3552497 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3552500.250000 Penalty: 3332.562500
	Iteration 52Q: 3 clusters Score -3552500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3552494.250000 Penalty: 3332.562500
	Iteration 53Q: 3 clusters Score -3552494 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3552517.250000 Penalty: 3332.562500
	Iteration 54Q: 3 clusters Score -3552517 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3552539.500000 Penalty: 3332.562500
	Iteration 55Q: 3 clusters Score -3552540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3552543.500000 Penalty: 3332.562500
	Iteration 56Q: 3 clusters Score -3552544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3552554.250000 Penalty: 3332.562500
	Iteration 57Q: 3 clusters Score -3552554 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3552563.000000 Penalty: 3332.562500
	Iteration 58Q: 3 clusters Score -3552563 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3552588.750000 Penalty: 3332.562500
	Iteration 59Q: 3 clusters Score -3552589 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3552590.500000 Penalty: 3332.562500
	Iteration 60F: 3 clusters Score -3552590 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3552613.000000 Penalty: 3332.562500
	Iteration 61Q: 3 clusters Score -3552613 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3552648.000000 Penalty: 3332.562500
	Iteration 62Q: 3 clusters Score -3552648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3552654.000000 Penalty: 3332.562500
	Iteration 63Q: 3 clusters Score -3552654 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3552665.250000 Penalty: 3332.562500
	Iteration 64Q: 3 clusters Score -3552665 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3552687.500000 Penalty: 3332.562500
	Iteration 65Q: 3 clusters Score -3552688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3552707.250000 Penalty: 3332.562500
	Iteration 66Q: 3 clusters Score -3552707 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3552706.500000 Penalty: 3332.562500
	Iteration 67Q: 3 clusters Score -3552706 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3552724.000000 Penalty: 3332.562500
	Iteration 68Q: 3 clusters Score -3552724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3552738.250000 Penalty: 3332.562500
	Iteration 69Q: 3 clusters Score -3552738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3552741.000000 Penalty: 3332.562500
	Iteration 70Q: 3 clusters Score -3552741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3552758.500000 Penalty: 3332.562500
	Iteration 71Q: 3 clusters Score -3552758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3552777.250000 Penalty: 3332.562500
	Iteration 72Q: 3 clusters Score -3552777 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3552799.500000 Penalty: 3332.562500
	Iteration 73Q: 3 clusters Score -3552800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -3552816.500000 Penalty: 3332.562500
	Iteration 74Q: 3 clusters Score -3552816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3552849.250000 Penalty: 3332.562500
	Iteration 75Q: 3 clusters Score -3552849 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3552867.000000 Penalty: 3332.562500
	Iteration 76Q: 3 clusters Score -3552867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -3552895.750000 Penalty: 3332.562500
	Iteration 77Q: 3 clusters Score -3552896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3552904.750000 Penalty: 3332.562500
	Iteration 78Q: 3 clusters Score -3552905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3552903.500000 Penalty: 3332.562500
	Iteration 79Q: 3 clusters Score -3552904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3552917.000000 Penalty: 3332.562500
	Iteration 80F: 3 clusters Score -3552917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3552940.000000 Penalty: 3332.562500
	Iteration 81Q: 3 clusters Score -3552940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3552956.750000 Penalty: 3332.562500
	Iteration 82Q: 3 clusters Score -3552957 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3552983.750000 Penalty: 3332.562500
	Iteration 83Q: 3 clusters Score -3552984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3553001.000000 Penalty: 3332.562500
	Iteration 84Q: 3 clusters Score -3553001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3553022.750000 Penalty: 3332.562500
	Iteration 85Q: 3 clusters Score -3553023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3553029.000000 Penalty: 3332.562500
	Iteration 86Q: 3 clusters Score -3553029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3553033.750000 Penalty: 3332.562500
	Iteration 87Q: 3 clusters Score -3553034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3553049.000000 Penalty: 3332.562500
	Iteration 88Q: 3 clusters Score -3553049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3553042.500000 Penalty: 3332.562500
	Iteration 89Q: 3 clusters Score -3553042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -3553047.750000 Penalty: 3332.562500
	Iteration 90Q: 3 clusters Score -3553048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3553044.250000 Penalty: 3332.562500
	Iteration 91Q: 3 clusters Score -3553044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3553049.250000 Penalty: 3332.562500
	Iteration 92Q: 3 clusters Score -3553049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3553052.250000 Penalty: 3332.562500
	Iteration 93Q: 3 clusters Score -3553052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3553067.250000 Penalty: 3332.562500
	Iteration 94Q: 3 clusters Score -3553067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3553077.500000 Penalty: 3332.562500
	Iteration 95Q: 3 clusters Score -3553078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3553080.000000 Penalty: 3332.562500
	Iteration 96Q: 3 clusters Score -3553080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3553085.000000 Penalty: 3332.562500
	Iteration 97Q: 3 clusters Score -3553085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3553091.750000 Penalty: 3332.562500
	Iteration 98Q: 3 clusters Score -3553092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3553102.750000 Penalty: 3332.562500
	Iteration 99Q: 3 clusters Score -3553103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3553105.750000 Penalty: 3332.562500
	Iteration 100F: 3 clusters Score -3553106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3553108.750000 Penalty: 3332.562500
	Iteration 101Q: 3 clusters Score -3553109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3553107.750000 Penalty: 3332.562500
	Iteration 102Q: 3 clusters Score -3553108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3553114.000000 Penalty: 3332.562500
	Iteration 103Q: 3 clusters Score -3553114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3553111.250000 Penalty: 3332.562500
	Iteration 104Q: 3 clusters Score -3553111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3553123.250000 Penalty: 3332.562500
	Iteration 105Q: 3 clusters Score -3553123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3553124.000000 Penalty: 3332.562500
	Iteration 106Q: 3 clusters Score -3553124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3553124.750000 Penalty: 3332.562500
	Iteration 107Q: 3 clusters Score -3553125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3553126.500000 Penalty: 3332.562500
	Iteration 108Q: 3 clusters Score -3553126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -3553128.000000 Penalty: 3332.562500
	Iteration 109Q: 3 clusters Score -3553128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3553132.250000 Penalty: 3332.562500
	Iteration 110Q: 3 clusters Score -3553132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3553131.750000 Penalty: 3332.562500
	Iteration 111Q: 3 clusters Score -3553132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3553127.750000 Penalty: 3332.562500
	Iteration 112Q: 3 clusters Score -3553128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3553127.250000 Penalty: 3332.562500
	Iteration 113Q: 3 clusters Score -3553127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3553125.750000 Penalty: 3332.562500
	Iteration 114Q: 3 clusters Score -3553126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3553135.750000 Penalty: 3332.562500
	Iteration 115Q: 3 clusters Score -3553136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3553136.000000 Penalty: 3332.562500
	Iteration 116Q: 3 clusters Score -3553136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3553138.000000 Penalty: 3332.562500
	Iteration 117Q: 3 clusters Score -3553138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3553156.250000 Penalty: 3332.562500
	Iteration 118Q: 3 clusters Score -3553156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3553160.500000 Penalty: 3332.562500
	Iteration 119Q: 3 clusters Score -3553160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3553166.500000 Penalty: 3332.562500
	Iteration 120F: 3 clusters Score -3553166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -3553164.750000 Penalty: 3332.562500
	Iteration 121Q: 3 clusters Score -3553165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -3553169.250000 Penalty: 3332.562500
	Iteration 122Q: 3 clusters Score -3553169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3553172.750000 Penalty: 3332.562500
	Iteration 123Q: 3 clusters Score -3553173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3553171.000000 Penalty: 3332.562500
	Iteration 124Q: 3 clusters Score -3553171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3553171.000000 Penalty: 3332.562500
	Iteration 125Q: 3 clusters Score -3553171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3553167.500000 Penalty: 3332.562500
	Iteration 126Q: 3 clusters Score -3553168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3553167.250000 Penalty: 3332.562500
	Iteration 127Q: 3 clusters Score -3553167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3553167.250000 Penalty: 3332.562500
	Iteration 128F: 3 clusters Score -3553167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Entering Unmasked Estep 
Score: -3568422.750000 Penalty: 1671.578857
	Iteration 0F: 2 clusters Score -3568423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3548963.750000 Penalty: 3343.157715
	Iteration 0F: 3 clusters Score -3548964 nChanged 13551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3556626.750000 Penalty: 3343.157715
	Iteration 1F: 3 clusters Score -3556627 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3557058.500000 Penalty: 3343.157715
	Iteration 2Q: 3 clusters Score -3557058 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3557455.250000 Penalty: 3343.157715
	Iteration 3Q: 3 clusters Score -3557455 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3557931.250000 Penalty: 3343.157715
	Iteration 4Q: 3 clusters Score -3557931 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3558518.750000 Penalty: 3343.157715
	Iteration 5Q: 3 clusters Score -3558519 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3559273.000000 Penalty: 3343.157715
	Iteration 6Q: 3 clusters Score -3559273 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3560257.750000 Penalty: 3343.157715
	Iteration 7F: 3 clusters Score -3560258 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3561391.750000 Penalty: 3343.157715
	Iteration 8F: 3 clusters Score -3561392 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3562470.000000 Penalty: 3343.157715
	Iteration 9F: 3 clusters Score -3562470 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3563412.500000 Penalty: 3343.157715
	Iteration 10Q: 3 clusters Score -3563412 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3564185.750000 Penalty: 3343.157715
	Iteration 11Q: 3 clusters Score -3564186 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3564743.250000 Penalty: 3343.157715
	Iteration 12Q: 3 clusters Score -3564743 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3565135.000000 Penalty: 3343.157715
	Iteration 13Q: 3 clusters Score -3565135 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3565409.000000 Penalty: 3343.157715
	Iteration 14Q: 3 clusters Score -3565409 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3565641.000000 Penalty: 3343.157715
	Iteration 15Q: 3 clusters Score -3565641 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3565811.000000 Penalty: 3343.157715
	Iteration 16Q: 3 clusters Score -3565811 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3565999.250000 Penalty: 3343.157715
	Iteration 17Q: 3 clusters Score -3565999 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3566155.000000 Penalty: 3343.157715
	Iteration 18Q: 3 clusters Score -3566155 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3566322.000000 Penalty: 3343.157715
	Iteration 19Q: 3 clusters Score -3566322 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -3566449.500000 Penalty: 3343.157715
	Iteration 20F: 3 clusters Score -3566450 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3566509.500000 Penalty: 3343.157715
	Iteration 21Q: 3 clusters Score -3566510 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3566562.750000 Penalty: 3343.157715
	Iteration 22Q: 3 clusters Score -3566563 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3566606.000000 Penalty: 3343.157715
	Iteration 23Q: 3 clusters Score -3566606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3566641.250000 Penalty: 3343.157715
	Iteration 24Q: 3 clusters Score -3566641 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3566667.250000 Penalty: 3343.157715
	Iteration 25Q: 3 clusters Score -3566667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -3566684.500000 Penalty: 3343.157715
	Iteration 26Q: 3 clusters Score -3566684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3566710.750000 Penalty: 3343.157715
	Iteration 27Q: 3 clusters Score -3566711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -3566744.000000 Penalty: 3343.157715
	Iteration 28Q: 3 clusters Score -3566744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3566769.250000 Penalty: 3343.157715
	Iteration 29Q: 3 clusters Score -3566769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3566779.750000 Penalty: 3343.157715
	Iteration 30Q: 3 clusters Score -3566780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3566800.000000 Penalty: 3343.157715
	Iteration 31Q: 3 clusters Score -3566800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -3566817.750000 Penalty: 3343.157715
	Iteration 32Q: 3 clusters Score -3566818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -3566828.250000 Penalty: 3343.157715
	Iteration 33Q: 3 clusters Score -3566828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3566845.500000 Penalty: 3343.157715
	Iteration 34Q: 3 clusters Score -3566846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3566853.000000 Penalty: 3343.157715
	Iteration 35Q: 3 clusters Score -3566853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -3566864.750000 Penalty: 3343.157715
	Iteration 36Q: 3 clusters Score -3566865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3566871.500000 Penalty: 3343.157715
	Iteration 37Q: 3 clusters Score -3566872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -3566880.750000 Penalty: 3343.157715
	Iteration 38Q: 3 clusters Score -3566881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -3566902.500000 Penalty: 3343.157715
	Iteration 39Q: 3 clusters Score -3566902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -3566912.000000 Penalty: 3343.157715
	Iteration 40F: 3 clusters Score -3566912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3566910.250000 Penalty: 3343.157715
	Iteration 41Q: 3 clusters Score -3566910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3566918.000000 Penalty: 3343.157715
	Iteration 42Q: 3 clusters Score -3566918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3566918.500000 Penalty: 3343.157715
	Iteration 43Q: 3 clusters Score -3566918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -3566923.000000 Penalty: 3343.157715
	Iteration 44Q: 3 clusters Score -3566923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3566923.250000 Penalty: 3343.157715
	Iteration 45Q: 3 clusters Score -3566923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -3566928.250000 Penalty: 3343.157715
	Iteration 46Q: 3 clusters Score -3566928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -3566936.750000 Penalty: 3343.157715
	Iteration 47Q: 3 clusters Score -3566937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3566939.250000 Penalty: 3343.157715
	Iteration 48Q: 3 clusters Score -3566939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3566947.000000 Penalty: 3343.157715
	Iteration 49Q: 3 clusters Score -3566947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -3566953.250000 Penalty: 3343.157715
	Iteration 50Q: 3 clusters Score -3566953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3566956.750000 Penalty: 3343.157715
	Iteration 51Q: 3 clusters Score -3566957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3566956.250000 Penalty: 3343.157715
	Iteration 52Q: 3 clusters Score -3566956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3566960.000000 Penalty: 3343.157715
	Iteration 53Q: 3 clusters Score -3566960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3566959.500000 Penalty: 3343.157715
	Iteration 54Q: 3 clusters Score -3566960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3566962.250000 Penalty: 3343.157715
	Iteration 55Q: 3 clusters Score -3566962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3566961.750000 Penalty: 3343.157715
	Iteration 56Q: 3 clusters Score -3566962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3566960.750000 Penalty: 3343.157715
	Iteration 57Q: 3 clusters Score -3566961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3566960.750000 Penalty: 3343.157715
	Iteration 58F: 3 clusters Score -3566961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -15133.446289 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -15133.45 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 76 members 
Entering Unmasked Estep 
Score: -14511.391602 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -14511.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14554.776367 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -14554.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14571.170898 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -14571.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14585.795898 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -14585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14585.795898 Penalty: 1612.924561
	Iteration 4F: 3 clusters Score -14585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -952380.750000 Penalty: 1456.534302
	Iteration 0F: 2 clusters Score -952380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -946657.937500 Penalty: 2913.068604
	Iteration 0F: 3 clusters Score -946657.9 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -948438.937500 Penalty: 2913.068604
	Iteration 1F: 3 clusters Score -948438.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -948656.687500 Penalty: 2913.068604
	Iteration 2F: 3 clusters Score -948656.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -948813.437500 Penalty: 2913.068604
	Iteration 3F: 3 clusters Score -948813.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -948941.250000 Penalty: 2913.068604
	Iteration 4Q: 3 clusters Score -948941.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -949058.312500 Penalty: 2913.068604
	Iteration 5Q: 3 clusters Score -949058.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -949169.875000 Penalty: 2913.068604
	Iteration 6Q: 3 clusters Score -949169.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -949297.875000 Penalty: 2913.068604
	Iteration 7Q: 3 clusters Score -949297.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -949445.187500 Penalty: 2913.068604
	Iteration 8Q: 3 clusters Score -949445.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -949612.937500 Penalty: 2913.068604
	Iteration 9Q: 3 clusters Score -949612.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -949807.500000 Penalty: 2913.068604
	Iteration 10Q: 3 clusters Score -949807.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -950016.375000 Penalty: 2913.068604
	Iteration 11Q: 3 clusters Score -950016.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -950230.312500 Penalty: 2913.068604
	Iteration 12Q: 3 clusters Score -950230.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -950432.750000 Penalty: 2913.068604
	Iteration 13Q: 3 clusters Score -950432.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -950583.562500 Penalty: 2913.068604
	Iteration 14Q: 3 clusters Score -950583.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -950694.625000 Penalty: 2913.068604
	Iteration 15Q: 3 clusters Score -950694.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -950781.375000 Penalty: 2913.068604
	Iteration 16Q: 3 clusters Score -950781.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -950849.750000 Penalty: 2913.068604
	Iteration 17Q: 3 clusters Score -950849.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -950914.375000 Penalty: 2913.068604
	Iteration 18Q: 3 clusters Score -950914.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -950990.687500 Penalty: 2913.068604
	Iteration 19Q: 3 clusters Score -950990.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -951037.437500 Penalty: 2913.068604
	Iteration 20F: 3 clusters Score -951037.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -951073.312500 Penalty: 2913.068604
	Iteration 21Q: 3 clusters Score -951073.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -951090.187500 Penalty: 2913.068604
	Iteration 22Q: 3 clusters Score -951090.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -951100.000000 Penalty: 2913.068604
	Iteration 23Q: 3 clusters Score -951100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -951114.187500 Penalty: 2913.068604
	Iteration 24Q: 3 clusters Score -951114.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -951133.937500 Penalty: 2913.068604
	Iteration 25Q: 3 clusters Score -951133.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -951158.562500 Penalty: 2913.068604
	Iteration 26Q: 3 clusters Score -951158.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -951175.562500 Penalty: 2913.068604
	Iteration 27Q: 3 clusters Score -951175.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -951187.875000 Penalty: 2913.068604
	Iteration 28Q: 3 clusters Score -951187.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -951193.250000 Penalty: 2913.068604
	Iteration 29Q: 3 clusters Score -951193.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -951200.687500 Penalty: 2913.068604
	Iteration 30Q: 3 clusters Score -951200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -951202.062500 Penalty: 2913.068604
	Iteration 31Q: 3 clusters Score -951202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -951202.812500 Penalty: 2913.068604
	Iteration 32Q: 3 clusters Score -951202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -951206.250000 Penalty: 2913.068604
	Iteration 33Q: 3 clusters Score -951206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -951206.312500 Penalty: 2913.068604
	Iteration 34Q: 3 clusters Score -951206.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -951205.250000 Penalty: 2913.068604
	Iteration 35Q: 3 clusters Score -951205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -951206.562500 Penalty: 2913.068604
	Iteration 36Q: 3 clusters Score -951206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -951207.187500 Penalty: 2913.068604
	Iteration 37Q: 3 clusters Score -951207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -951206.875000 Penalty: 2913.068604
	Iteration 38Q: 3 clusters Score -951206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -951206.875000 Penalty: 2913.068604
	Iteration 39F: 3 clusters Score -951206.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -54428.710938 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -54428.71 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 179 members 
Entering Unmasked Estep 
Score: -53577.343750 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -53577.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53692.468750 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -53692.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53716.636719 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -53716.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53735.531250 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -53735.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -53750.746094 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -53750.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53766.652344 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -53766.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53775.578125 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -53775.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53775.578125 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -53775.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Entering Unmasked Estep 
Score: -3262729.000000 Penalty: 1656.565918
	Iteration 0F: 2 clusters Score -3262729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3244916.750000 Penalty: 3313.131836
	Iteration 0F: 3 clusters Score -3244917 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3251512.750000 Penalty: 3313.131836
	Iteration 1F: 3 clusters Score -3251513 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3251886.500000 Penalty: 3313.131836
	Iteration 2Q: 3 clusters Score -3251886 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3252234.750000 Penalty: 3313.131836
	Iteration 3Q: 3 clusters Score -3252235 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3252634.500000 Penalty: 3313.131836
	Iteration 4Q: 3 clusters Score -3252634 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3253129.750000 Penalty: 3313.131836
	Iteration 5Q: 3 clusters Score -3253130 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3253766.750000 Penalty: 3313.131836
	Iteration 6Q: 3 clusters Score -3253767 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3254655.750000 Penalty: 3313.131836
	Iteration 7F: 3 clusters Score -3254656 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3255767.250000 Penalty: 3313.131836
	Iteration 8F: 3 clusters Score -3255767 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3257028.750000 Penalty: 3313.131836
	Iteration 9F: 3 clusters Score -3257029 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3258209.250000 Penalty: 3313.131836
	Iteration 10F: 3 clusters Score -3258209 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3259169.250000 Penalty: 3313.131836
	Iteration 11Q: 3 clusters Score -3259169 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3259803.250000 Penalty: 3313.131836
	Iteration 12Q: 3 clusters Score -3259803 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3260260.750000 Penalty: 3313.131836
	Iteration 13Q: 3 clusters Score -3260261 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3260563.500000 Penalty: 3313.131836
	Iteration 14Q: 3 clusters Score -3260564 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3260759.500000 Penalty: 3313.131836
	Iteration 15Q: 3 clusters Score -3260760 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -3260897.250000 Penalty: 3313.131836
	Iteration 16Q: 3 clusters Score -3260897 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3260998.500000 Penalty: 3313.131836
	Iteration 17Q: 3 clusters Score -3260998 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3261070.750000 Penalty: 3313.131836
	Iteration 18Q: 3 clusters Score -3261071 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3261131.750000 Penalty: 3313.131836
	Iteration 19Q: 3 clusters Score -3261132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3261187.250000 Penalty: 3313.131836
	Iteration 20F: 3 clusters Score -3261187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3261223.500000 Penalty: 3313.131836
	Iteration 21Q: 3 clusters Score -3261224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3261239.250000 Penalty: 3313.131836
	Iteration 22Q: 3 clusters Score -3261239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -3261262.750000 Penalty: 3313.131836
	Iteration 23Q: 3 clusters Score -3261263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3261277.750000 Penalty: 3313.131836
	Iteration 24Q: 3 clusters Score -3261278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3261282.250000 Penalty: 3313.131836
	Iteration 25Q: 3 clusters Score -3261282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3261286.750000 Penalty: 3313.131836
	Iteration 26Q: 3 clusters Score -3261287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -3261300.750000 Penalty: 3313.131836
	Iteration 27Q: 3 clusters Score -3261301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3261309.750000 Penalty: 3313.131836
	Iteration 28Q: 3 clusters Score -3261310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3261312.000000 Penalty: 3313.131836
	Iteration 29Q: 3 clusters Score -3261312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3261312.250000 Penalty: 3313.131836
	Iteration 30Q: 3 clusters Score -3261312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3261313.250000 Penalty: 3313.131836
	Iteration 31Q: 3 clusters Score -3261313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3261317.000000 Penalty: 3313.131836
	Iteration 32Q: 3 clusters Score -3261317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3261318.500000 Penalty: 3313.131836
	Iteration 33Q: 3 clusters Score -3261318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3261321.750000 Penalty: 3313.131836
	Iteration 34Q: 3 clusters Score -3261322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3261324.000000 Penalty: 3313.131836
	Iteration 35Q: 3 clusters Score -3261324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3261326.250000 Penalty: 3313.131836
	Iteration 36Q: 3 clusters Score -3261326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3261327.250000 Penalty: 3313.131836
	Iteration 37Q: 3 clusters Score -3261327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3261326.750000 Penalty: 3313.131836
	Iteration 38Q: 3 clusters Score -3261327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3261329.000000 Penalty: 3313.131836
	Iteration 39Q: 3 clusters Score -3261329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3261327.250000 Penalty: 3313.131836
	Iteration 40F: 3 clusters Score -3261327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3261324.500000 Penalty: 3313.131836
	Iteration 41Q: 3 clusters Score -3261324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3261324.500000 Penalty: 3313.131836
	Iteration 42F: 3 clusters Score -3261324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Entering Unmasked Estep 
Score: -3503904.750000 Penalty: 1666.789795
	Iteration 0F: 2 clusters Score -3503905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3485997.000000 Penalty: 3333.579590
	Iteration 0F: 3 clusters Score -3485997 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3493309.250000 Penalty: 3333.579590
	Iteration 1F: 3 clusters Score -3493309 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3493876.500000 Penalty: 3333.579590
	Iteration 2Q: 3 clusters Score -3493876 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3494514.500000 Penalty: 3333.579590
	Iteration 3F: 3 clusters Score -3494514 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3495285.750000 Penalty: 3333.579590
	Iteration 4F: 3 clusters Score -3495286 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3496171.500000 Penalty: 3333.579590
	Iteration 5F: 3 clusters Score -3496172 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3497065.750000 Penalty: 3333.579590
	Iteration 6F: 3 clusters Score -3497066 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3497821.500000 Penalty: 3333.579590
	Iteration 7Q: 3 clusters Score -3497822 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3498420.250000 Penalty: 3333.579590
	Iteration 8Q: 3 clusters Score -3498420 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3498847.250000 Penalty: 3333.579590
	Iteration 9Q: 3 clusters Score -3498847 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3499117.250000 Penalty: 3333.579590
	Iteration 10Q: 3 clusters Score -3499117 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3499288.750000 Penalty: 3333.579590
	Iteration 11Q: 3 clusters Score -3499289 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -3499432.000000 Penalty: 3333.579590
	Iteration 12Q: 3 clusters Score -3499432 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3499525.500000 Penalty: 3333.579590
	Iteration 13Q: 3 clusters Score -3499526 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3499601.500000 Penalty: 3333.579590
	Iteration 14Q: 3 clusters Score -3499602 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3499700.250000 Penalty: 3333.579590
	Iteration 15Q: 3 clusters Score -3499700 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3499789.750000 Penalty: 3333.579590
	Iteration 16Q: 3 clusters Score -3499790 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3499884.000000 Penalty: 3333.579590
	Iteration 17Q: 3 clusters Score -3499884 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3499983.750000 Penalty: 3333.579590
	Iteration 18Q: 3 clusters Score -3499984 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3500103.250000 Penalty: 3333.579590
	Iteration 19Q: 3 clusters Score -3500103 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3500218.000000 Penalty: 3333.579590
	Iteration 20F: 3 clusters Score -3500218 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3500335.500000 Penalty: 3333.579590
	Iteration 21Q: 3 clusters Score -3500336 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3500436.500000 Penalty: 3333.579590
	Iteration 22Q: 3 clusters Score -3500436 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3500550.750000 Penalty: 3333.579590
	Iteration 23Q: 3 clusters Score -3500551 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -3500668.500000 Penalty: 3333.579590
	Iteration 24Q: 3 clusters Score -3500668 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3500767.250000 Penalty: 3333.579590
	Iteration 25Q: 3 clusters Score -3500767 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3500880.000000 Penalty: 3333.579590
	Iteration 26Q: 3 clusters Score -3500880 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3501023.500000 Penalty: 3333.579590
	Iteration 27Q: 3 clusters Score -3501024 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3501189.500000 Penalty: 3333.579590
	Iteration 28Q: 3 clusters Score -3501190 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3501349.750000 Penalty: 3333.579590
	Iteration 29Q: 3 clusters Score -3501350 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3501514.000000 Penalty: 3333.579590
	Iteration 30Q: 3 clusters Score -3501514 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3501708.250000 Penalty: 3333.579590
	Iteration 31Q: 3 clusters Score -3501708 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3501871.500000 Penalty: 3333.579590
	Iteration 32Q: 3 clusters Score -3501872 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3502031.750000 Penalty: 3333.579590
	Iteration 33Q: 3 clusters Score -3502032 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3502137.500000 Penalty: 3333.579590
	Iteration 34Q: 3 clusters Score -3502138 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3502233.500000 Penalty: 3333.579590
	Iteration 35Q: 3 clusters Score -3502234 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3502275.500000 Penalty: 3333.579590
	Iteration 36Q: 3 clusters Score -3502276 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3502282.750000 Penalty: 3333.579590
	Iteration 37Q: 3 clusters Score -3502283 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3502307.750000 Penalty: 3333.579590
	Iteration 38Q: 3 clusters Score -3502308 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3502343.500000 Penalty: 3333.579590
	Iteration 39Q: 3 clusters Score -3502344 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3502382.250000 Penalty: 3333.579590
	Iteration 40F: 3 clusters Score -3502382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3502422.500000 Penalty: 3333.579590
	Iteration 41Q: 3 clusters Score -3502422 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3502432.000000 Penalty: 3333.579590
	Iteration 42Q: 3 clusters Score -3502432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3502436.750000 Penalty: 3333.579590
	Iteration 43Q: 3 clusters Score -3502437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3502448.500000 Penalty: 3333.579590
	Iteration 44Q: 3 clusters Score -3502448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3502453.500000 Penalty: 3333.579590
	Iteration 45Q: 3 clusters Score -3502454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3502455.250000 Penalty: 3333.579590
	Iteration 46Q: 3 clusters Score -3502455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3502463.250000 Penalty: 3333.579590
	Iteration 47Q: 3 clusters Score -3502463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3502472.500000 Penalty: 3333.579590
	Iteration 48Q: 3 clusters Score -3502472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3502490.000000 Penalty: 3333.579590
	Iteration 49Q: 3 clusters Score -3502490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3502490.000000 Penalty: 3333.579590
	Iteration 50Q: 3 clusters Score -3502490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3502491.000000 Penalty: 3333.579590
	Iteration 51Q: 3 clusters Score -3502491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3502491.250000 Penalty: 3333.579590
	Iteration 52Q: 3 clusters Score -3502491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3502500.000000 Penalty: 3333.579590
	Iteration 53Q: 3 clusters Score -3502500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3502502.750000 Penalty: 3333.579590
	Iteration 54Q: 3 clusters Score -3502503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3502509.500000 Penalty: 3333.579590
	Iteration 55Q: 3 clusters Score -3502510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3502512.750000 Penalty: 3333.579590
	Iteration 56Q: 3 clusters Score -3502513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3502521.500000 Penalty: 3333.579590
	Iteration 57Q: 3 clusters Score -3502522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3502528.000000 Penalty: 3333.579590
	Iteration 58Q: 3 clusters Score -3502528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3502532.750000 Penalty: 3333.579590
	Iteration 59Q: 3 clusters Score -3502533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3502531.250000 Penalty: 3333.579590
	Iteration 60F: 3 clusters Score -3502531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3502531.750000 Penalty: 3333.579590
	Iteration 61Q: 3 clusters Score -3502532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3502535.750000 Penalty: 3333.579590
	Iteration 62Q: 3 clusters Score -3502536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3502541.000000 Penalty: 3333.579590
	Iteration 63Q: 3 clusters Score -3502541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3502541.000000 Penalty: 3333.579590
	Iteration 64Q: 3 clusters Score -3502541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3502545.250000 Penalty: 3333.579590
	Iteration 65Q: 3 clusters Score -3502545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3502544.500000 Penalty: 3333.579590
	Iteration 66Q: 3 clusters Score -3502544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3502550.500000 Penalty: 3333.579590
	Iteration 67Q: 3 clusters Score -3502550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3502559.000000 Penalty: 3333.579590
	Iteration 68Q: 3 clusters Score -3502559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3502562.250000 Penalty: 3333.579590
	Iteration 69Q: 3 clusters Score -3502562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3502563.500000 Penalty: 3333.579590
	Iteration 70Q: 3 clusters Score -3502564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3502563.750000 Penalty: 3333.579590
	Iteration 71Q: 3 clusters Score -3502564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3502563.250000 Penalty: 3333.579590
	Iteration 72Q: 3 clusters Score -3502563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3502567.750000 Penalty: 3333.579590
	Iteration 73Q: 3 clusters Score -3502568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3502571.250000 Penalty: 3333.579590
	Iteration 74Q: 3 clusters Score -3502571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3502567.750000 Penalty: 3333.579590
	Iteration 75Q: 3 clusters Score -3502568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3502580.750000 Penalty: 3333.579590
	Iteration 76Q: 3 clusters Score -3502581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3502585.000000 Penalty: 3333.579590
	Iteration 77Q: 3 clusters Score -3502585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3502583.250000 Penalty: 3333.579590
	Iteration 78Q: 3 clusters Score -3502583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3502589.250000 Penalty: 3333.579590
	Iteration 79Q: 3 clusters Score -3502589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3502583.750000 Penalty: 3333.579590
	Iteration 80F: 3 clusters Score -3502584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3502583.000000 Penalty: 3333.579590
	Iteration 81Q: 3 clusters Score -3502583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3502586.000000 Penalty: 3333.579590
	Iteration 82Q: 3 clusters Score -3502586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3502588.500000 Penalty: 3333.579590
	Iteration 83Q: 3 clusters Score -3502588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3502587.250000 Penalty: 3333.579590
	Iteration 84Q: 3 clusters Score -3502587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -3502590.750000 Penalty: 3333.579590
	Iteration 85Q: 3 clusters Score -3502591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -3502591.000000 Penalty: 3333.579590
	Iteration 86Q: 3 clusters Score -3502591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3502595.250000 Penalty: 3333.579590
	Iteration 87Q: 3 clusters Score -3502595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -3502590.250000 Penalty: 3333.579590
	Iteration 88Q: 3 clusters Score -3502590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3502594.250000 Penalty: 3333.579590
	Iteration 89Q: 3 clusters Score -3502594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3502595.000000 Penalty: 3333.579590
	Iteration 90Q: 3 clusters Score -3502595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -3502598.000000 Penalty: 3333.579590
	Iteration 91Q: 3 clusters Score -3502598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -3502598.000000 Penalty: 3333.579590
	Iteration 92F: 3 clusters Score -3502598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Entering Unmasked Estep 
Score: -852548.562500 Penalty: 1446.317017
	Iteration 0F: 2 clusters Score -852548.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -847130.312500 Penalty: 2892.634033
	Iteration 0F: 3 clusters Score -847130.3 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -848815.750000 Penalty: 2892.634033
	Iteration 1F: 3 clusters Score -848815.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -849118.812500 Penalty: 2892.634033
	Iteration 2F: 3 clusters Score -849118.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -849409.312500 Penalty: 2892.634033
	Iteration 3F: 3 clusters Score -849409.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -849680.437500 Penalty: 2892.634033
	Iteration 4F: 3 clusters Score -849680.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -849922.062500 Penalty: 2892.634033
	Iteration 5F: 3 clusters Score -849922.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -850140.562500 Penalty: 2892.634033
	Iteration 6Q: 3 clusters Score -850140.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -850353.062500 Penalty: 2892.634033
	Iteration 7Q: 3 clusters Score -850353.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -850550.125000 Penalty: 2892.634033
	Iteration 8Q: 3 clusters Score -850550.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -850753.437500 Penalty: 2892.634033
	Iteration 9Q: 3 clusters Score -850753.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -850940.437500 Penalty: 2892.634033
	Iteration 10Q: 3 clusters Score -850940.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -851147.562500 Penalty: 2892.634033
	Iteration 11Q: 3 clusters Score -851147.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -851343.687500 Penalty: 2892.634033
	Iteration 12Q: 3 clusters Score -851343.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -851525.125000 Penalty: 2892.634033
	Iteration 13Q: 3 clusters Score -851525.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -851709.687500 Penalty: 2892.634033
	Iteration 14Q: 3 clusters Score -851709.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -851826.062500 Penalty: 2892.634033
	Iteration 15Q: 3 clusters Score -851826.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -851881.812500 Penalty: 2892.634033
	Iteration 16Q: 3 clusters Score -851881.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -851913.812500 Penalty: 2892.634033
	Iteration 17Q: 3 clusters Score -851913.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -851941.437500 Penalty: 2892.634033
	Iteration 18Q: 3 clusters Score -851941.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -851963.500000 Penalty: 2892.634033
	Iteration 19Q: 3 clusters Score -851963.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -852046.312500 Penalty: 2892.634033
	Iteration 20F: 3 clusters Score -852046.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -852082.875000 Penalty: 2892.634033
	Iteration 21Q: 3 clusters Score -852082.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -852108.937500 Penalty: 2892.634033
	Iteration 22Q: 3 clusters Score -852108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -852114.312500 Penalty: 2892.634033
	Iteration 23Q: 3 clusters Score -852114.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -852118.062500 Penalty: 2892.634033
	Iteration 24Q: 3 clusters Score -852118.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -852122.875000 Penalty: 2892.634033
	Iteration 25Q: 3 clusters Score -852122.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -852127.437500 Penalty: 2892.634033
	Iteration 26Q: 3 clusters Score -852127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -852130.437500 Penalty: 2892.634033
	Iteration 27Q: 3 clusters Score -852130.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -852133.375000 Penalty: 2892.634033
	Iteration 28Q: 3 clusters Score -852133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -852134.812500 Penalty: 2892.634033
	Iteration 29Q: 3 clusters Score -852134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -852134.812500 Penalty: 2892.634033
	Iteration 30F: 3 clusters Score -852134.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Entering Unmasked Estep 
Score: -3597396.500000 Penalty: 1671.999146
	Iteration 0F: 2 clusters Score -3597396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3578106.750000 Penalty: 3343.998291
	Iteration 0F: 3 clusters Score -3578107 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3585853.250000 Penalty: 3343.998291
	Iteration 1F: 3 clusters Score -3585853 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3586280.750000 Penalty: 3343.998291
	Iteration 2Q: 3 clusters Score -3586281 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3586787.750000 Penalty: 3343.998291
	Iteration 3Q: 3 clusters Score -3586788 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3587327.500000 Penalty: 3343.998291
	Iteration 4Q: 3 clusters Score -3587328 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3588025.500000 Penalty: 3343.998291
	Iteration 5Q: 3 clusters Score -3588026 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3588940.250000 Penalty: 3343.998291
	Iteration 6F: 3 clusters Score -3588940 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3590116.000000 Penalty: 3343.998291
	Iteration 7F: 3 clusters Score -3590116 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3591225.750000 Penalty: 3343.998291
	Iteration 8F: 3 clusters Score -3591226 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3591953.500000 Penalty: 3343.998291
	Iteration 9Q: 3 clusters Score -3591954 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3592300.250000 Penalty: 3343.998291
	Iteration 10Q: 3 clusters Score -3592300 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3592461.250000 Penalty: 3343.998291
	Iteration 11Q: 3 clusters Score -3592461 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3592554.750000 Penalty: 3343.998291
	Iteration 12Q: 3 clusters Score -3592555 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3592636.750000 Penalty: 3343.998291
	Iteration 13Q: 3 clusters Score -3592637 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3592711.500000 Penalty: 3343.998291
	Iteration 14Q: 3 clusters Score -3592712 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3592790.000000 Penalty: 3343.998291
	Iteration 15Q: 3 clusters Score -3592790 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3592878.000000 Penalty: 3343.998291
	Iteration 16Q: 3 clusters Score -3592878 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3592923.000000 Penalty: 3343.998291
	Iteration 17Q: 3 clusters Score -3592923 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3592978.500000 Penalty: 3343.998291
	Iteration 18Q: 3 clusters Score -3592978 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3593020.000000 Penalty: 3343.998291
	Iteration 19Q: 3 clusters Score -3593020 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3593073.750000 Penalty: 3343.998291
	Iteration 20F: 3 clusters Score -3593074 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3593129.000000 Penalty: 3343.998291
	Iteration 21Q: 3 clusters Score -3593129 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3593192.750000 Penalty: 3343.998291
	Iteration 22Q: 3 clusters Score -3593193 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3593263.250000 Penalty: 3343.998291
	Iteration 23Q: 3 clusters Score -3593263 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3593312.250000 Penalty: 3343.998291
	Iteration 24Q: 3 clusters Score -3593312 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3593377.250000 Penalty: 3343.998291
	Iteration 25Q: 3 clusters Score -3593377 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3593464.000000 Penalty: 3343.998291
	Iteration 26Q: 3 clusters Score -3593464 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3593602.500000 Penalty: 3343.998291
	Iteration 27Q: 3 clusters Score -3593602 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -3593720.000000 Penalty: 3343.998291
	Iteration 28Q: 3 clusters Score -3593720 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3593837.500000 Penalty: 3343.998291
	Iteration 29Q: 3 clusters Score -3593838 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3593962.500000 Penalty: 3343.998291
	Iteration 30Q: 3 clusters Score -3593962 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3594086.250000 Penalty: 3343.998291
	Iteration 31Q: 3 clusters Score -3594086 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3594199.500000 Penalty: 3343.998291
	Iteration 32Q: 3 clusters Score -3594200 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3594308.250000 Penalty: 3343.998291
	Iteration 33Q: 3 clusters Score -3594308 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3594443.250000 Penalty: 3343.998291
	Iteration 34Q: 3 clusters Score -3594443 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3594576.250000 Penalty: 3343.998291
	Iteration 35Q: 3 clusters Score -3594576 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3594701.750000 Penalty: 3343.998291
	Iteration 36Q: 3 clusters Score -3594702 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3594836.750000 Penalty: 3343.998291
	Iteration 37Q: 3 clusters Score -3594837 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3594929.000000 Penalty: 3343.998291
	Iteration 38Q: 3 clusters Score -3594929 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -3595015.000000 Penalty: 3343.998291
	Iteration 39Q: 3 clusters Score -3595015 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3595069.500000 Penalty: 3343.998291
	Iteration 40F: 3 clusters Score -3595070 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3595130.500000 Penalty: 3343.998291
	Iteration 41Q: 3 clusters Score -3595130 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3595167.750000 Penalty: 3343.998291
	Iteration 42Q: 3 clusters Score -3595168 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3595239.750000 Penalty: 3343.998291
	Iteration 43Q: 3 clusters Score -3595240 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3595313.250000 Penalty: 3343.998291
	Iteration 44Q: 3 clusters Score -3595313 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3595336.500000 Penalty: 3343.998291
	Iteration 45Q: 3 clusters Score -3595336 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3595369.250000 Penalty: 3343.998291
	Iteration 46Q: 3 clusters Score -3595369 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3595395.500000 Penalty: 3343.998291
	Iteration 47Q: 3 clusters Score -3595396 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3595413.000000 Penalty: 3343.998291
	Iteration 48Q: 3 clusters Score -3595413 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3595438.250000 Penalty: 3343.998291
	Iteration 49Q: 3 clusters Score -3595438 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3595473.250000 Penalty: 3343.998291
	Iteration 50Q: 3 clusters Score -3595473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3595499.000000 Penalty: 3343.998291
	Iteration 51Q: 3 clusters Score -3595499 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3595527.500000 Penalty: 3343.998291
	Iteration 52Q: 3 clusters Score -3595528 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3595536.750000 Penalty: 3343.998291
	Iteration 53Q: 3 clusters Score -3595537 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3595542.000000 Penalty: 3343.998291
	Iteration 54Q: 3 clusters Score -3595542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3595570.000000 Penalty: 3343.998291
	Iteration 55Q: 3 clusters Score -3595570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3595598.500000 Penalty: 3343.998291
	Iteration 56Q: 3 clusters Score -3595598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3595626.250000 Penalty: 3343.998291
	Iteration 57Q: 3 clusters Score -3595626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3595639.750000 Penalty: 3343.998291
	Iteration 58Q: 3 clusters Score -3595640 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3595673.500000 Penalty: 3343.998291
	Iteration 59Q: 3 clusters Score -3595674 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3595705.500000 Penalty: 3343.998291
	Iteration 60F: 3 clusters Score -3595706 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3595747.500000 Penalty: 3343.998291
	Iteration 61Q: 3 clusters Score -3595748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3595779.250000 Penalty: 3343.998291
	Iteration 62Q: 3 clusters Score -3595779 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3595822.000000 Penalty: 3343.998291
	Iteration 63Q: 3 clusters Score -3595822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3595844.500000 Penalty: 3343.998291
	Iteration 64Q: 3 clusters Score -3595844 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3595856.250000 Penalty: 3343.998291
	Iteration 65Q: 3 clusters Score -3595856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3595888.000000 Penalty: 3343.998291
	Iteration 66Q: 3 clusters Score -3595888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3595900.250000 Penalty: 3343.998291
	Iteration 67Q: 3 clusters Score -3595900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3595920.750000 Penalty: 3343.998291
	Iteration 68Q: 3 clusters Score -3595921 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3595925.000000 Penalty: 3343.998291
	Iteration 69Q: 3 clusters Score -3595925 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3595942.000000 Penalty: 3343.998291
	Iteration 70Q: 3 clusters Score -3595942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3595964.000000 Penalty: 3343.998291
	Iteration 71Q: 3 clusters Score -3595964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3595976.000000 Penalty: 3343.998291
	Iteration 72Q: 3 clusters Score -3595976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3596011.000000 Penalty: 3343.998291
	Iteration 73Q: 3 clusters Score -3596011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3596032.500000 Penalty: 3343.998291
	Iteration 74Q: 3 clusters Score -3596032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3596044.500000 Penalty: 3343.998291
	Iteration 75Q: 3 clusters Score -3596044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3596059.250000 Penalty: 3343.998291
	Iteration 76Q: 3 clusters Score -3596059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3596070.750000 Penalty: 3343.998291
	Iteration 77Q: 3 clusters Score -3596071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3596075.500000 Penalty: 3343.998291
	Iteration 78Q: 3 clusters Score -3596076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3596083.500000 Penalty: 3343.998291
	Iteration 79Q: 3 clusters Score -3596084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3596096.000000 Penalty: 3343.998291
	Iteration 80F: 3 clusters Score -3596096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3596093.750000 Penalty: 3343.998291
	Iteration 81Q: 3 clusters Score -3596094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3596100.250000 Penalty: 3343.998291
	Iteration 82Q: 3 clusters Score -3596100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3596112.000000 Penalty: 3343.998291
	Iteration 83Q: 3 clusters Score -3596112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3596117.750000 Penalty: 3343.998291
	Iteration 84Q: 3 clusters Score -3596118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3596117.750000 Penalty: 3343.998291
	Iteration 85Q: 3 clusters Score -3596118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3596125.500000 Penalty: 3343.998291
	Iteration 86Q: 3 clusters Score -3596126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3596122.250000 Penalty: 3343.998291
	Iteration 87Q: 3 clusters Score -3596122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3596133.250000 Penalty: 3343.998291
	Iteration 88Q: 3 clusters Score -3596133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3596142.750000 Penalty: 3343.998291
	Iteration 89Q: 3 clusters Score -3596143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3596147.000000 Penalty: 3343.998291
	Iteration 90Q: 3 clusters Score -3596147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3596145.250000 Penalty: 3343.998291
	Iteration 91Q: 3 clusters Score -3596145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3596152.500000 Penalty: 3343.998291
	Iteration 92Q: 3 clusters Score -3596152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3596156.250000 Penalty: 3343.998291
	Iteration 93Q: 3 clusters Score -3596156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3596159.500000 Penalty: 3343.998291
	Iteration 94Q: 3 clusters Score -3596160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3596158.500000 Penalty: 3343.998291
	Iteration 95Q: 3 clusters Score -3596158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3596159.000000 Penalty: 3343.998291
	Iteration 96Q: 3 clusters Score -3596159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3596165.250000 Penalty: 3343.998291
	Iteration 97Q: 3 clusters Score -3596165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3596169.500000 Penalty: 3343.998291
	Iteration 98Q: 3 clusters Score -3596170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3596177.250000 Penalty: 3343.998291
	Iteration 99Q: 3 clusters Score -3596177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3596179.750000 Penalty: 3343.998291
	Iteration 100F: 3 clusters Score -3596180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3596186.000000 Penalty: 3343.998291
	Iteration 101Q: 3 clusters Score -3596186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3596181.500000 Penalty: 3343.998291
	Iteration 102Q: 3 clusters Score -3596182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3596187.500000 Penalty: 3343.998291
	Iteration 103Q: 3 clusters Score -3596188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3596191.250000 Penalty: 3343.998291
	Iteration 104Q: 3 clusters Score -3596191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3596193.500000 Penalty: 3343.998291
	Iteration 105Q: 3 clusters Score -3596194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3596192.500000 Penalty: 3343.998291
	Iteration 106Q: 3 clusters Score -3596192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3596192.500000 Penalty: 3343.998291
	Iteration 107Q: 3 clusters Score -3596192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3596188.500000 Penalty: 3343.998291
	Iteration 108Q: 3 clusters Score -3596188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3596189.250000 Penalty: 3343.998291
	Iteration 109Q: 3 clusters Score -3596189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3596189.250000 Penalty: 3343.998291
	Iteration 110Q: 3 clusters Score -3596189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3596188.500000 Penalty: 3343.998291
	Iteration 111Q: 3 clusters Score -3596188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3596191.000000 Penalty: 3343.998291
	Iteration 112Q: 3 clusters Score -3596191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3596194.000000 Penalty: 3343.998291
	Iteration 113Q: 3 clusters Score -3596194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3596192.250000 Penalty: 3343.998291
	Iteration 114Q: 3 clusters Score -3596192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3596190.000000 Penalty: 3343.998291
	Iteration 115Q: 3 clusters Score -3596190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3596188.000000 Penalty: 3343.998291
	Iteration 116Q: 3 clusters Score -3596188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3596183.500000 Penalty: 3343.998291
	Iteration 117Q: 3 clusters Score -3596184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3596183.500000 Penalty: 3343.998291
	Iteration 118F: 3 clusters Score -3596184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Entering Unmasked Estep 
Score: -4006129.750000 Penalty: 1690.958496
	Iteration 0F: 2 clusters Score -4006130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -3984961.750000 Penalty: 3381.916992
	Iteration 0F: 3 clusters Score -3984962 nChanged 15401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -3993467.500000 Penalty: 3381.916992
	Iteration 1F: 3 clusters Score -3993468 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3993799.500000 Penalty: 3381.916992
	Iteration 2Q: 3 clusters Score -3993800 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3994092.250000 Penalty: 3381.916992
	Iteration 3Q: 3 clusters Score -3994092 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3994375.500000 Penalty: 3381.916992
	Iteration 4Q: 3 clusters Score -3994376 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3994743.750000 Penalty: 3381.916992
	Iteration 5Q: 3 clusters Score -3994744 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -3995305.750000 Penalty: 3381.916992
	Iteration 6Q: 3 clusters Score -3995306 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3996179.250000 Penalty: 3381.916992
	Iteration 7F: 3 clusters Score -3996179 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3997428.250000 Penalty: 3381.916992
	Iteration 8F: 3 clusters Score -3997428 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -3999035.500000 Penalty: 3381.916992
	Iteration 9F: 3 clusters Score -3999036 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -4000896.000000 Penalty: 3381.916992
	Iteration 10F: 3 clusters Score -4000896 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4002553.750000 Penalty: 3381.916992
	Iteration 11F: 3 clusters Score -4002554 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4003609.250000 Penalty: 3381.916992
	Iteration 12Q: 3 clusters Score -4003609 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -4004138.000000 Penalty: 3381.916992
	Iteration 13Q: 3 clusters Score -4004138 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4004347.250000 Penalty: 3381.916992
	Iteration 14Q: 3 clusters Score -4004347 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -4004439.750000 Penalty: 3381.916992
	Iteration 15Q: 3 clusters Score -4004440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4004489.250000 Penalty: 3381.916992
	Iteration 16Q: 3 clusters Score -4004489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4004514.750000 Penalty: 3381.916992
	Iteration 17Q: 3 clusters Score -4004515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4004533.250000 Penalty: 3381.916992
	Iteration 18Q: 3 clusters Score -4004533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -4004537.250000 Penalty: 3381.916992
	Iteration 19Q: 3 clusters Score -4004537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -4004544.000000 Penalty: 3381.916992
	Iteration 20F: 3 clusters Score -4004544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -4004553.250000 Penalty: 3381.916992
	Iteration 21Q: 3 clusters Score -4004553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -4004559.500000 Penalty: 3381.916992
	Iteration 22Q: 3 clusters Score -4004560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -4004562.000000 Penalty: 3381.916992
	Iteration 23Q: 3 clusters Score -4004562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -4004575.750000 Penalty: 3381.916992
	Iteration 24Q: 3 clusters Score -4004576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4004573.000000 Penalty: 3381.916992
	Iteration 25Q: 3 clusters Score -4004573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -4004573.750000 Penalty: 3381.916992
	Iteration 26Q: 3 clusters Score -4004574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4004571.500000 Penalty: 3381.916992
	Iteration 27Q: 3 clusters Score -4004572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4004571.500000 Penalty: 3381.916992
	Iteration 28F: 3 clusters Score -4004572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -173901.921875 Penalty: 1188.181519
	Iteration 0F: 2 clusters Score -173901.9 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 768 members 
Entering Unmasked Estep 
Score: -172141.109375 Penalty: 2376.363037
	Iteration 0F: 3 clusters Score -172141.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -172479.500000 Penalty: 2376.363037
	Iteration 1F: 3 clusters Score -172479.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -172571.859375 Penalty: 2376.363037
	Iteration 2F: 3 clusters Score -172571.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -172633.578125 Penalty: 2376.363037
	Iteration 3Q: 3 clusters Score -172633.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -172674.968750 Penalty: 2376.363037
	Iteration 4Q: 3 clusters Score -172675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -172702.843750 Penalty: 2376.363037
	Iteration 5Q: 3 clusters Score -172702.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -172727.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -172749.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -172764.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -172775.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -172789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -172793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -172800.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -172804.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -172808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -172812.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -172815.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -172817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -172820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -172821.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -172821.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26724 members 
Mstep: Class 7 contains 28397 members 
Mstep: Class 8 contains 29338 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7811 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26749 members 
Mstep: Class 15 contains 28486 members 
Mstep: Class 16 contains 7335 members 
Mstep: Class 17 contains 29414 members 
Mstep: Class 18 contains 33054 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 14 clusters Score -2.644202e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26711 members 
Mstep: Class 7 contains 28399 members 
Mstep: Class 8 contains 29291 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7822 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26720 members 
Mstep: Class 15 contains 28480 members 
Mstep: Class 16 contains 7346 members 
Mstep: Class 17 contains 29517 members 
Mstep: Class 18 contains 33021 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
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Iteration 80F: 14 clusters Score -2.644206e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26694 members 
Mstep: Class 7 contains 28413 members 
Mstep: Class 8 contains 29229 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26691 members 
Mstep: Class 15 contains 28476 members 
Mstep: Class 16 contains 7353 members 
Mstep: Class 17 contains 29656 members 
Mstep: Class 18 contains 32967 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
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Iteration 81Q: 14 clusters Score -2.644207e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26671 members 
Mstep: Class 7 contains 28425 members 
Mstep: Class 8 contains 29192 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7847 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26658 members 
Mstep: Class 15 contains 28468 members 
Mstep: Class 16 contains 7359 members 
Mstep: Class 17 contains 29767 members 
Mstep: Class 18 contains 32920 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
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Iteration 82Q: 14 clusters Score -2.6442e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26657 members 
Mstep: Class 7 contains 28430 members 
Mstep: Class 8 contains 29159 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7866 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26635 members 
Mstep: Class 15 contains 28463 members 
Mstep: Class 16 contains 7363 members 
Mstep: Class 17 contains 29874 members 
Mstep: Class 18 contains 32860 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
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Iteration 83Q: 14 clusters Score -2.644197e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26673 members 
Mstep: Class 7 contains 28424 members 
Mstep: Class 8 contains 29127 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7882 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26614 members 
Mstep: Class 15 contains 28466 members 
Mstep: Class 16 contains 7362 members 
Mstep: Class 17 contains 29989 members 
Mstep: Class 18 contains 32770 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
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Iteration 84Q: 14 clusters Score -2.6442e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26695 members 
Mstep: Class 7 contains 28427 members 
Mstep: Class 8 contains 29110 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7887 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26577 members 
Mstep: Class 15 contains 28458 members 
Mstep: Class 16 contains 7363 members 
Mstep: Class 17 contains 30088 members 
Mstep: Class 18 contains 32700 members 
Mstep: Class 19 contains 1501 members 
Entering Unmasked Estep 
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Iteration 85Q: 14 clusters Score -2.644202e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26718 members 
Mstep: Class 7 contains 28422 members 
Mstep: Class 8 contains 29093 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7893 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26557 members 
Mstep: Class 15 contains 28443 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 30186 members 
Mstep: Class 18 contains 32625 members 
Mstep: Class 19 contains 1501 members 
Entering Unmasked Estep 
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Iteration 86Q: 14 clusters Score -2.644204e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26741 members 
Mstep: Class 7 contains 28435 members 
Mstep: Class 8 contains 29064 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26524 members 
Mstep: Class 15 contains 28428 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 30296 members 
Mstep: Class 18 contains 32539 members 
Mstep: Class 19 contains 1503 members 
Entering Unmasked Estep 
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Iteration 87Q: 14 clusters Score -2.644206e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26754 members 
Mstep: Class 7 contains 28437 members 
Mstep: Class 8 contains 29041 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7905 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 15 contains 28417 members 
Mstep: Class 16 contains 7381 members 
Mstep: Class 17 contains 30414 members 
Mstep: Class 18 contains 32463 members 
Mstep: Class 19 contains 1502 members 
Entering Unmasked Estep 
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Iteration 88Q: 14 clusters Score -2.644205e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26773 members 
Mstep: Class 7 contains 28430 members 
Mstep: Class 8 contains 29025 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7909 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26462 members 
Mstep: Class 15 contains 28410 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 30535 members 
Mstep: Class 18 contains 32369 members 
Mstep: Class 19 contains 1501 members 
Entering Unmasked Estep 
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Iteration 89Q: 14 clusters Score -2.644198e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26773 members 
Mstep: Class 7 contains 28441 members 
Mstep: Class 8 contains 29007 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26434 members 
Mstep: Class 15 contains 28404 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 30660 members 
Mstep: Class 18 contains 32276 members 
Mstep: Class 19 contains 1501 members 
Entering Unmasked Estep 
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Iteration 90Q: 14 clusters Score -2.6442e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26763 members 
Mstep: Class 7 contains 28465 members 
Mstep: Class 8 contains 28985 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26410 members 
Mstep: Class 15 contains 28397 members 
Mstep: Class 16 contains 7402 members 
Mstep: Class 17 contains 30794 members 
Mstep: Class 18 contains 32172 members 
Mstep: Class 19 contains 1500 members 
Entering Unmasked Estep 
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Iteration 91Q: 14 clusters Score -2.64419e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26752 members 
Mstep: Class 7 contains 28497 members 
Mstep: Class 8 contains 28957 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7922 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26383 members 
Mstep: Class 15 contains 28402 members 
Mstep: Class 16 contains 7403 members 
Mstep: Class 17 contains 30902 members 
Mstep: Class 18 contains 32088 members 
Mstep: Class 19 contains 1500 members 
Entering Unmasked Estep 
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Iteration 92Q: 14 clusters Score -2.644192e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26720 members 
Mstep: Class 7 contains 28520 members 
Mstep: Class 8 contains 28943 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7924 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26365 members 
Mstep: Class 15 contains 28407 members 
Mstep: Class 16 contains 7407 members 
Mstep: Class 17 contains 31028 members 
Mstep: Class 18 contains 31992 members 
Mstep: Class 19 contains 1500 members 
Entering Unmasked Estep 
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Iteration 93Q: 14 clusters Score -2.644182e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26694 members 
Mstep: Class 7 contains 28573 members 
Mstep: Class 8 contains 28922 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7927 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26338 members 
Mstep: Class 15 contains 28407 members 
Mstep: Class 16 contains 7412 members 
Mstep: Class 17 contains 31137 members 
Mstep: Class 18 contains 31896 members 
Mstep: Class 19 contains 1500 members 
Entering Unmasked Estep 
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Iteration 94Q: 14 clusters Score -2.644184e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26688 members 
Mstep: Class 7 contains 28619 members 
Mstep: Class 8 contains 28908 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7926 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26311 members 
Mstep: Class 15 contains 28412 members 
Mstep: Class 16 contains 7415 members 
Mstep: Class 17 contains 31238 members 
Mstep: Class 18 contains 31788 members 
Mstep: Class 19 contains 1501 members 
Entering Unmasked Estep 
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Iteration 95Q: 14 clusters Score -2.644184e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26685 members 
Mstep: Class 7 contains 28653 members 
Mstep: Class 8 contains 28903 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7922 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26279 members 
Mstep: Class 15 contains 28414 members 
Mstep: Class 16 contains 7417 members 
Mstep: Class 17 contains 31335 members 
Mstep: Class 18 contains 31698 members 
Mstep: Class 19 contains 1500 members 
Entering Unmasked Estep 
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Iteration 96Q: 14 clusters Score -2.644181e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26662 members 
Mstep: Class 7 contains 28673 members 
Mstep: Class 8 contains 28929 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7922 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26258 members 
Mstep: Class 15 contains 28419 members 
Mstep: Class 16 contains 7426 members 
Mstep: Class 17 contains 31407 members 
Mstep: Class 18 contains 31610 members 
Mstep: Class 19 contains 1500 members 
Entering Unmasked Estep 
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Iteration 97Q: 14 clusters Score -2.644176e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26638 members 
Mstep: Class 7 contains 28682 members 
Mstep: Class 8 contains 28967 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7923 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26227 members 
Mstep: Class 15 contains 28419 members 
Mstep: Class 16 contains 7426 members 
Mstep: Class 17 contains 31477 members 
Mstep: Class 18 contains 31548 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
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Iteration 98Q: 14 clusters Score -2.644172e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26634 members 
Mstep: Class 7 contains 28685 members 
Mstep: Class 8 contains 28993 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7930 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26203 members 
Mstep: Class 15 contains 28411 members 
Mstep: Class 16 contains 7428 members 
Mstep: Class 17 contains 31553 members 
Mstep: Class 18 contains 31471 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
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Iteration 99Q: 14 clusters Score -2.64417e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26633 members 
Mstep: Class 7 contains 28696 members 
Mstep: Class 8 contains 29016 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7934 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26177 members 
Mstep: Class 15 contains 28412 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 17 contains 31619 members 
Mstep: Class 18 contains 31383 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
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Iteration 100F: 14 clusters Score -2.644172e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26627 members 
Mstep: Class 7 contains 28701 members 
Mstep: Class 8 contains 29039 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26168 members 
Mstep: Class 15 contains 28418 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 31672 members 
Mstep: Class 18 contains 31296 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
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Iteration 101Q: 14 clusters Score -2.644172e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26611 members 
Mstep: Class 7 contains 28721 members 
Mstep: Class 8 contains 29051 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7937 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26138 members 
Mstep: Class 15 contains 28419 members 
Mstep: Class 16 contains 7456 members 
Mstep: Class 17 contains 31756 members 
Mstep: Class 18 contains 31218 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
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Iteration 102Q: 14 clusters Score -2.644176e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26612 members 
Mstep: Class 7 contains 28730 members 
Mstep: Class 8 contains 29068 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26111 members 
Mstep: Class 15 contains 28420 members 
Mstep: Class 16 contains 7464 members 
Mstep: Class 17 contains 31825 members 
Mstep: Class 18 contains 31141 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
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Iteration 103Q: 14 clusters Score -2.644181e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26619 members 
Mstep: Class 7 contains 28742 members 
Mstep: Class 8 contains 29076 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7936 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26085 members 
Mstep: Class 15 contains 28426 members 
Mstep: Class 16 contains 7469 members 
Mstep: Class 17 contains 31891 members 
Mstep: Class 18 contains 31062 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
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Iteration 104Q: 14 clusters Score -2.644173e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26640 members 
Mstep: Class 7 contains 28752 members 
Mstep: Class 8 contains 29080 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26064 members 
Mstep: Class 15 contains 28427 members 
Mstep: Class 16 contains 7475 members 
Mstep: Class 17 contains 31953 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
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Iteration 105Q: 14 clusters Score -2.644177e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26652 members 
Mstep: Class 7 contains 28755 members 
Mstep: Class 8 contains 29093 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7925 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26046 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 32006 members 
Mstep: Class 18 contains 30910 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
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Iteration 106Q: 14 clusters Score -2.644173e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26661 members 
Mstep: Class 7 contains 28747 members 
Mstep: Class 8 contains 29117 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7922 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26029 members 
Mstep: Class 15 contains 28445 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 30848 members 
Mstep: Class 19 contains 1497 members 
Entering Unmasked Estep 
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Iteration 107Q: 14 clusters Score -2.644171e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26668 members 
Mstep: Class 7 contains 28739 members 
Mstep: Class 8 contains 29136 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7922 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 26014 members 
Mstep: Class 15 contains 28453 members 
Mstep: Class 16 contains 7499 members 
Mstep: Class 17 contains 32083 members 
Mstep: Class 18 contains 30793 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
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Iteration 108Q: 14 clusters Score -2.644172e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26665 members 
Mstep: Class 7 contains 28758 members 
Mstep: Class 8 contains 29162 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7923 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25998 members 
Mstep: Class 15 contains 28457 members 
Mstep: Class 16 contains 7513 members 
Mstep: Class 17 contains 32107 members 
Mstep: Class 18 contains 30724 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
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Iteration 109Q: 14 clusters Score -2.644173e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26683 members 
Mstep: Class 7 contains 28761 members 
Mstep: Class 8 contains 29177 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25974 members 
Mstep: Class 15 contains 28459 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 32123 members 
Mstep: Class 18 contains 30685 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441710.000000 Penalty: 25983.595703
Iteration 110Q: 14 clusters Score -2.644171e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26701 members 
Mstep: Class 7 contains 28767 members 
Mstep: Class 8 contains 29200 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25953 members 
Mstep: Class 15 contains 28471 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 32126 members 
Mstep: Class 18 contains 30631 members 
Mstep: Class 19 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441740.000000 Penalty: 25983.595703
Iteration 111Q: 14 clusters Score -2.644174e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26737 members 
Mstep: Class 7 contains 28750 members 
Mstep: Class 8 contains 29212 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7904 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25941 members 
Mstep: Class 15 contains 28481 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 32134 members 
Mstep: Class 18 contains 30582 members 
Mstep: Class 19 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441782.000000 Penalty: 25983.595703
Iteration 112Q: 14 clusters Score -2.644178e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26771 members 
Mstep: Class 7 contains 28732 members 
Mstep: Class 8 contains 29219 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7889 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25918 members 
Mstep: Class 15 contains 28487 members 
Mstep: Class 16 contains 7586 members 
Mstep: Class 17 contains 32151 members 
Mstep: Class 18 contains 30556 members 
Mstep: Class 19 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441790.000000 Penalty: 25983.595703
Iteration 113Q: 14 clusters Score -2.644179e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 7 contains 28733 members 
Mstep: Class 8 contains 29221 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7873 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25898 members 
Mstep: Class 15 contains 28487 members 
Mstep: Class 16 contains 7601 members 
Mstep: Class 17 contains 32152 members 
Mstep: Class 18 contains 30539 members 
Mstep: Class 19 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441804.000000 Penalty: 25983.595703
Iteration 114Q: 14 clusters Score -2.64418e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26820 members 
Mstep: Class 7 contains 28720 members 
Mstep: Class 8 contains 29235 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7862 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25897 members 
Mstep: Class 15 contains 28489 members 
Mstep: Class 16 contains 7611 members 
Mstep: Class 17 contains 32161 members 
Mstep: Class 18 contains 30512 members 
Mstep: Class 19 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441870.000000 Penalty: 25983.595703
Iteration 115Q: 14 clusters Score -2.644187e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26843 members 
Mstep: Class 7 contains 28703 members 
Mstep: Class 8 contains 29248 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7854 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25892 members 
Mstep: Class 15 contains 28491 members 
Mstep: Class 16 contains 7625 members 
Mstep: Class 17 contains 32161 members 
Mstep: Class 18 contains 30492 members 
Mstep: Class 19 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441816.000000 Penalty: 25983.595703
Iteration 116Q: 14 clusters Score -2.644182e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26847 members 
Mstep: Class 7 contains 28691 members 
Mstep: Class 8 contains 29273 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7839 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25894 members 
Mstep: Class 15 contains 28488 members 
Mstep: Class 16 contains 7640 members 
Mstep: Class 17 contains 32156 members 
Mstep: Class 18 contains 30484 members 
Mstep: Class 19 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441862.000000 Penalty: 25983.595703
Iteration 117Q: 14 clusters Score -2.644186e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26851 members 
Mstep: Class 7 contains 28672 members 
Mstep: Class 8 contains 29288 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25903 members 
Mstep: Class 15 contains 28493 members 
Mstep: Class 16 contains 7653 members 
Mstep: Class 17 contains 32139 members 
Mstep: Class 18 contains 30485 members 
Mstep: Class 19 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441894.000000 Penalty: 25983.595703
Iteration 118Q: 14 clusters Score -2.644189e+07 nChanged 287
Entering ConstructFrom: 
Score: -26441894.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 1 (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: -39303.781250 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39303.78 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 200 members 
Entering Unmasked Estep 
Score: -38399.632812 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38399.63 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38561.003906 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -38561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38673.531250 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -38673.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38727.292969 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -38727.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38767.203125 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -38767.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38793.113281 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -38793.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38812.808594 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -38812.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -38817.457031 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -38817.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38821.515625 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -38821.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38821.515625 Penalty: 1936.488037
	Iteration 9F: 3 clusters Score -38821.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Entering Unmasked Estep 
Score: -3359097.250000 Penalty: 1657.202637
	Iteration 0F: 2 clusters Score -3359097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3342066.000000 Penalty: 3314.405273
	Iteration 0F: 3 clusters Score -3342066 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3348713.500000 Penalty: 3314.405273
	Iteration 1F: 3 clusters Score -3348714 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3349138.250000 Penalty: 3314.405273
	Iteration 2Q: 3 clusters Score -3349138 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3349570.250000 Penalty: 3314.405273
	Iteration 3Q: 3 clusters Score -3349570 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3350076.750000 Penalty: 3314.405273
	Iteration 4Q: 3 clusters Score -3350077 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3350810.250000 Penalty: 3314.405273
	Iteration 5F: 3 clusters Score -3350810 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3351747.250000 Penalty: 3314.405273
	Iteration 6F: 3 clusters Score -3351747 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -3353062.500000 Penalty: 3314.405273
	Iteration 7F: 3 clusters Score -3353062 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3354547.250000 Penalty: 3314.405273
	Iteration 8F: 3 clusters Score -3354547 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3355694.250000 Penalty: 3314.405273
	Iteration 9Q: 3 clusters Score -3355694 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3356378.250000 Penalty: 3314.405273
	Iteration 10Q: 3 clusters Score -3356378 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3356808.500000 Penalty: 3314.405273
	Iteration 11Q: 3 clusters Score -3356808 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3357076.000000 Penalty: 3314.405273
	Iteration 12Q: 3 clusters Score -3357076 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3357236.750000 Penalty: 3314.405273
	Iteration 13Q: 3 clusters Score -3357237 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3357373.250000 Penalty: 3314.405273
	Iteration 14Q: 3 clusters Score -3357373 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3357476.250000 Penalty: 3314.405273
	Iteration 15Q: 3 clusters Score -3357476 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3357549.750000 Penalty: 3314.405273
	Iteration 16Q: 3 clusters Score -3357550 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3357613.500000 Penalty: 3314.405273
	Iteration 17Q: 3 clusters Score -3357614 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3357649.500000 Penalty: 3314.405273
	Iteration 18Q: 3 clusters Score -3357650 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3357662.500000 Penalty: 3314.405273
	Iteration 19Q: 3 clusters Score -3357662 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3357684.500000 Penalty: 3314.405273
	Iteration 20F: 3 clusters Score -3357684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3357688.000000 Penalty: 3314.405273
	Iteration 21Q: 3 clusters Score -3357688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3357702.250000 Penalty: 3314.405273
	Iteration 22Q: 3 clusters Score -3357702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3357712.750000 Penalty: 3314.405273
	Iteration 23Q: 3 clusters Score -3357713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3357723.750000 Penalty: 3314.405273
	Iteration 24Q: 3 clusters Score -3357724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3357724.000000 Penalty: 3314.405273
	Iteration 25Q: 3 clusters Score -3357724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3357731.750000 Penalty: 3314.405273
	Iteration 26Q: 3 clusters Score -3357732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3357745.750000 Penalty: 3314.405273
	Iteration 27Q: 3 clusters Score -3357746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3357743.250000 Penalty: 3314.405273
	Iteration 28Q: 3 clusters Score -3357743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3357743.500000 Penalty: 3314.405273
	Iteration 29Q: 3 clusters Score -3357744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3357746.250000 Penalty: 3314.405273
	Iteration 30Q: 3 clusters Score -3357746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3357745.750000 Penalty: 3314.405273
	Iteration 31Q: 3 clusters Score -3357746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3357748.750000 Penalty: 3314.405273
	Iteration 32Q: 3 clusters Score -3357749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3357747.250000 Penalty: 3314.405273
	Iteration 33Q: 3 clusters Score -3357747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3357749.250000 Penalty: 3314.405273
	Iteration 34Q: 3 clusters Score -3357749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3357752.250000 Penalty: 3314.405273
	Iteration 35Q: 3 clusters Score -3357752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3357754.750000 Penalty: 3314.405273
	Iteration 36Q: 3 clusters Score -3357755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3357754.500000 Penalty: 3314.405273
	Iteration 37Q: 3 clusters Score -3357754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3357751.000000 Penalty: 3314.405273
	Iteration 38Q: 3 clusters Score -3357751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3357751.000000 Penalty: 3314.405273
	Iteration 39F: 3 clusters Score -3357751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Entering Unmasked Estep 
Score: -3585712.750000 Penalty: 1667.785034
	Iteration 0F: 2 clusters Score -3585713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3567808.250000 Penalty: 3335.570068
	Iteration 0F: 3 clusters Score -3567808 nChanged 13255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3575220.000000 Penalty: 3335.570068
	Iteration 1F: 3 clusters Score -3575220 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3575759.000000 Penalty: 3335.570068
	Iteration 2F: 3 clusters Score -3575759 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3576511.750000 Penalty: 3335.570068
	Iteration 3F: 3 clusters Score -3576512 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3577622.750000 Penalty: 3335.570068
	Iteration 4F: 3 clusters Score -3577623 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3579446.000000 Penalty: 3335.570068
	Iteration 5F: 3 clusters Score -3579446 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3581490.500000 Penalty: 3335.570068
	Iteration 6F: 3 clusters Score -3581490 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3583041.000000 Penalty: 3335.570068
	Iteration 7F: 3 clusters Score -3583041 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3583753.500000 Penalty: 3335.570068
	Iteration 8F: 3 clusters Score -3583754 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3584090.250000 Penalty: 3335.570068
	Iteration 9Q: 3 clusters Score -3584090 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3584169.500000 Penalty: 3335.570068
	Iteration 10Q: 3 clusters Score -3584170 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3584228.250000 Penalty: 3335.570068
	Iteration 11Q: 3 clusters Score -3584228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3584267.750000 Penalty: 3335.570068
	Iteration 12Q: 3 clusters Score -3584268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3584314.250000 Penalty: 3335.570068
	Iteration 13Q: 3 clusters Score -3584314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -3584334.750000 Penalty: 3335.570068
	Iteration 14Q: 3 clusters Score -3584335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3584342.000000 Penalty: 3335.570068
	Iteration 15Q: 3 clusters Score -3584342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3584347.250000 Penalty: 3335.570068
	Iteration 16Q: 3 clusters Score -3584347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3584349.000000 Penalty: 3335.570068
	Iteration 17Q: 3 clusters Score -3584349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3584350.500000 Penalty: 3335.570068
	Iteration 18Q: 3 clusters Score -3584350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3584350.500000 Penalty: 3335.570068
	Iteration 19F: 3 clusters Score -3584350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Entering Unmasked Estep 
Score: -3563968.750000 Penalty: 1671.406982
	Iteration 0F: 2 clusters Score -3563969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3544621.250000 Penalty: 3342.813965
	Iteration 0F: 3 clusters Score -3544621 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3552129.500000 Penalty: 3342.813965
	Iteration 1F: 3 clusters Score -3552130 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3552651.500000 Penalty: 3342.813965
	Iteration 2F: 3 clusters Score -3552652 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3553163.000000 Penalty: 3342.813965
	Iteration 3Q: 3 clusters Score -3553163 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3553657.250000 Penalty: 3342.813965
	Iteration 4Q: 3 clusters Score -3553657 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3554138.500000 Penalty: 3342.813965
	Iteration 5Q: 3 clusters Score -3554138 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3554677.500000 Penalty: 3342.813965
	Iteration 6Q: 3 clusters Score -3554678 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3555353.500000 Penalty: 3342.813965
	Iteration 7Q: 3 clusters Score -3555354 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3556161.500000 Penalty: 3342.813965
	Iteration 8Q: 3 clusters Score -3556162 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3557012.750000 Penalty: 3342.813965
	Iteration 9Q: 3 clusters Score -3557013 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3557912.000000 Penalty: 3342.813965
	Iteration 10Q: 3 clusters Score -3557912 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3558649.750000 Penalty: 3342.813965
	Iteration 11Q: 3 clusters Score -3558650 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3559106.500000 Penalty: 3342.813965
	Iteration 12Q: 3 clusters Score -3559106 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3559307.000000 Penalty: 3342.813965
	Iteration 13Q: 3 clusters Score -3559307 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3559433.250000 Penalty: 3342.813965
	Iteration 14Q: 3 clusters Score -3559433 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3559506.250000 Penalty: 3342.813965
	Iteration 15Q: 3 clusters Score -3559506 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3559578.500000 Penalty: 3342.813965
	Iteration 16Q: 3 clusters Score -3559578 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3559655.500000 Penalty: 3342.813965
	Iteration 17Q: 3 clusters Score -3559656 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3559721.000000 Penalty: 3342.813965
	Iteration 18Q: 3 clusters Score -3559721 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3559794.000000 Penalty: 3342.813965
	Iteration 19Q: 3 clusters Score -3559794 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3559862.500000 Penalty: 3342.813965
	Iteration 20F: 3 clusters Score -3559862 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3559931.500000 Penalty: 3342.813965
	Iteration 21Q: 3 clusters Score -3559932 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3560038.000000 Penalty: 3342.813965
	Iteration 22Q: 3 clusters Score -3560038 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3560102.250000 Penalty: 3342.813965
	Iteration 23Q: 3 clusters Score -3560102 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3560213.750000 Penalty: 3342.813965
	Iteration 24Q: 3 clusters Score -3560214 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3560316.750000 Penalty: 3342.813965
	Iteration 25Q: 3 clusters Score -3560317 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3560429.250000 Penalty: 3342.813965
	Iteration 26Q: 3 clusters Score -3560429 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3560541.750000 Penalty: 3342.813965
	Iteration 27Q: 3 clusters Score -3560542 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3560658.500000 Penalty: 3342.813965
	Iteration 28Q: 3 clusters Score -3560658 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3560779.250000 Penalty: 3342.813965
	Iteration 29Q: 3 clusters Score -3560779 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -3560874.250000 Penalty: 3342.813965
	Iteration 30Q: 3 clusters Score -3560874 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3561017.250000 Penalty: 3342.813965
	Iteration 31Q: 3 clusters Score -3561017 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3561175.500000 Penalty: 3342.813965
	Iteration 32Q: 3 clusters Score -3561176 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3561307.500000 Penalty: 3342.813965
	Iteration 33Q: 3 clusters Score -3561308 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3561417.000000 Penalty: 3342.813965
	Iteration 34Q: 3 clusters Score -3561417 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3561509.000000 Penalty: 3342.813965
	Iteration 35Q: 3 clusters Score -3561509 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3561571.250000 Penalty: 3342.813965
	Iteration 36Q: 3 clusters Score -3561571 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3561627.250000 Penalty: 3342.813965
	Iteration 37Q: 3 clusters Score -3561627 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3561673.500000 Penalty: 3342.813965
	Iteration 38Q: 3 clusters Score -3561674 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3561726.000000 Penalty: 3342.813965
	Iteration 39Q: 3 clusters Score -3561726 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3561760.500000 Penalty: 3342.813965
	Iteration 40F: 3 clusters Score -3561760 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3561788.750000 Penalty: 3342.813965
	Iteration 41Q: 3 clusters Score -3561789 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3561820.500000 Penalty: 3342.813965
	Iteration 42Q: 3 clusters Score -3561820 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3561863.750000 Penalty: 3342.813965
	Iteration 43Q: 3 clusters Score -3561864 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3561897.750000 Penalty: 3342.813965
	Iteration 44Q: 3 clusters Score -3561898 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3561928.250000 Penalty: 3342.813965
	Iteration 45Q: 3 clusters Score -3561928 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3561977.750000 Penalty: 3342.813965
	Iteration 46Q: 3 clusters Score -3561978 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3562010.500000 Penalty: 3342.813965
	Iteration 47Q: 3 clusters Score -3562010 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3562029.500000 Penalty: 3342.813965
	Iteration 48Q: 3 clusters Score -3562030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3562058.500000 Penalty: 3342.813965
	Iteration 49Q: 3 clusters Score -3562058 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3562069.750000 Penalty: 3342.813965
	Iteration 50Q: 3 clusters Score -3562070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3562093.750000 Penalty: 3342.813965
	Iteration 51Q: 3 clusters Score -3562094 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3562111.000000 Penalty: 3342.813965
	Iteration 52Q: 3 clusters Score -3562111 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3562129.000000 Penalty: 3342.813965
	Iteration 53Q: 3 clusters Score -3562129 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3562141.000000 Penalty: 3342.813965
	Iteration 54Q: 3 clusters Score -3562141 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3562172.500000 Penalty: 3342.813965
	Iteration 55Q: 3 clusters Score -3562172 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3562211.000000 Penalty: 3342.813965
	Iteration 56Q: 3 clusters Score -3562211 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3562220.000000 Penalty: 3342.813965
	Iteration 57Q: 3 clusters Score -3562220 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3562239.250000 Penalty: 3342.813965
	Iteration 58Q: 3 clusters Score -3562239 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3562265.500000 Penalty: 3342.813965
	Iteration 59Q: 3 clusters Score -3562266 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3562289.750000 Penalty: 3342.813965
	Iteration 60F: 3 clusters Score -3562290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3562294.000000 Penalty: 3342.813965
	Iteration 61Q: 3 clusters Score -3562294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3562299.250000 Penalty: 3342.813965
	Iteration 62Q: 3 clusters Score -3562299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3562325.000000 Penalty: 3342.813965
	Iteration 63Q: 3 clusters Score -3562325 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3562352.000000 Penalty: 3342.813965
	Iteration 64Q: 3 clusters Score -3562352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3562367.750000 Penalty: 3342.813965
	Iteration 65Q: 3 clusters Score -3562368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3562389.000000 Penalty: 3342.813965
	Iteration 66Q: 3 clusters Score -3562389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3562399.250000 Penalty: 3342.813965
	Iteration 67Q: 3 clusters Score -3562399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3562408.750000 Penalty: 3342.813965
	Iteration 68Q: 3 clusters Score -3562409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3562423.500000 Penalty: 3342.813965
	Iteration 69Q: 3 clusters Score -3562424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3562434.750000 Penalty: 3342.813965
	Iteration 70Q: 3 clusters Score -3562435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3562450.250000 Penalty: 3342.813965
	Iteration 71Q: 3 clusters Score -3562450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3562463.000000 Penalty: 3342.813965
	Iteration 72Q: 3 clusters Score -3562463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3562476.000000 Penalty: 3342.813965
	Iteration 73Q: 3 clusters Score -3562476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3562489.250000 Penalty: 3342.813965
	Iteration 74Q: 3 clusters Score -3562489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3562505.000000 Penalty: 3342.813965
	Iteration 75Q: 3 clusters Score -3562505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3562506.500000 Penalty: 3342.813965
	Iteration 76Q: 3 clusters Score -3562506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3562505.750000 Penalty: 3342.813965
	Iteration 77Q: 3 clusters Score -3562506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3562503.750000 Penalty: 3342.813965
	Iteration 78Q: 3 clusters Score -3562504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3562502.750000 Penalty: 3342.813965
	Iteration 79Q: 3 clusters Score -3562503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3562515.500000 Penalty: 3342.813965
	Iteration 80F: 3 clusters Score -3562516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3562509.000000 Penalty: 3342.813965
	Iteration 81Q: 3 clusters Score -3562509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3562510.750000 Penalty: 3342.813965
	Iteration 82Q: 3 clusters Score -3562511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3562516.250000 Penalty: 3342.813965
	Iteration 83Q: 3 clusters Score -3562516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3562515.000000 Penalty: 3342.813965
	Iteration 84Q: 3 clusters Score -3562515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3562518.500000 Penalty: 3342.813965
	Iteration 85Q: 3 clusters Score -3562518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3562513.000000 Penalty: 3342.813965
	Iteration 86Q: 3 clusters Score -3562513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3562520.250000 Penalty: 3342.813965
	Iteration 87Q: 3 clusters Score -3562520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3562520.750000 Penalty: 3342.813965
	Iteration 88Q: 3 clusters Score -3562521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3562524.500000 Penalty: 3342.813965
	Iteration 89Q: 3 clusters Score -3562524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3562522.250000 Penalty: 3342.813965
	Iteration 90Q: 3 clusters Score -3562522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3562531.750000 Penalty: 3342.813965
	Iteration 91Q: 3 clusters Score -3562532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3562530.250000 Penalty: 3342.813965
	Iteration 92Q: 3 clusters Score -3562530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3562529.250000 Penalty: 3342.813965
	Iteration 93Q: 3 clusters Score -3562529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3562527.000000 Penalty: 3342.813965
	Iteration 94Q: 3 clusters Score -3562527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3562524.250000 Penalty: 3342.813965
	Iteration 95Q: 3 clusters Score -3562524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3562522.750000 Penalty: 3342.813965
	Iteration 96Q: 3 clusters Score -3562523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3562514.250000 Penalty: 3342.813965
	Iteration 97Q: 3 clusters Score -3562514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3562516.500000 Penalty: 3342.813965
	Iteration 98Q: 3 clusters Score -3562516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3562515.750000 Penalty: 3342.813965
	Iteration 99Q: 3 clusters Score -3562516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3562515.750000 Penalty: 3342.813965
	Iteration 100F: 3 clusters Score -3562516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3562522.500000 Penalty: 3342.813965
	Iteration 101Q: 3 clusters Score -3562522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3562529.250000 Penalty: 3342.813965
	Iteration 102Q: 3 clusters Score -3562529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3562529.500000 Penalty: 3342.813965
	Iteration 103Q: 3 clusters Score -3562530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3562530.500000 Penalty: 3342.813965
	Iteration 104Q: 3 clusters Score -3562530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3562535.250000 Penalty: 3342.813965
	Iteration 105Q: 3 clusters Score -3562535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3562538.000000 Penalty: 3342.813965
	Iteration 106Q: 3 clusters Score -3562538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3562542.000000 Penalty: 3342.813965
	Iteration 107Q: 3 clusters Score -3562542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3562546.500000 Penalty: 3342.813965
	Iteration 108Q: 3 clusters Score -3562546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3562548.250000 Penalty: 3342.813965
	Iteration 109Q: 3 clusters Score -3562548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3562550.500000 Penalty: 3342.813965
	Iteration 110Q: 3 clusters Score -3562550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3562551.750000 Penalty: 3342.813965
	Iteration 111Q: 3 clusters Score -3562552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3562550.000000 Penalty: 3342.813965
	Iteration 112Q: 3 clusters Score -3562550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3562558.500000 Penalty: 3342.813965
	Iteration 113Q: 3 clusters Score -3562558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3562555.750000 Penalty: 3342.813965
	Iteration 114Q: 3 clusters Score -3562556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3562557.750000 Penalty: 3342.813965
	Iteration 115Q: 3 clusters Score -3562558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3562560.250000 Penalty: 3342.813965
	Iteration 116Q: 3 clusters Score -3562560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3562566.000000 Penalty: 3342.813965
	Iteration 117Q: 3 clusters Score -3562566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3562572.000000 Penalty: 3342.813965
	Iteration 118Q: 3 clusters Score -3562572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3562573.750000 Penalty: 3342.813965
	Iteration 119Q: 3 clusters Score -3562574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3562581.000000 Penalty: 3342.813965
	Iteration 120F: 3 clusters Score -3562581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3562580.250000 Penalty: 3342.813965
	Iteration 121Q: 3 clusters Score -3562580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3562585.000000 Penalty: 3342.813965
	Iteration 122Q: 3 clusters Score -3562585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3562592.750000 Penalty: 3342.813965
	Iteration 123Q: 3 clusters Score -3562593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3562596.000000 Penalty: 3342.813965
	Iteration 124Q: 3 clusters Score -3562596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3562603.750000 Penalty: 3342.813965
	Iteration 125Q: 3 clusters Score -3562604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3562600.000000 Penalty: 3342.813965
	Iteration 126Q: 3 clusters Score -3562600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3562603.500000 Penalty: 3342.813965
	Iteration 127Q: 3 clusters Score -3562604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3562604.250000 Penalty: 3342.813965
	Iteration 128Q: 3 clusters Score -3562604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3562600.750000 Penalty: 3342.813965
	Iteration 129Q: 3 clusters Score -3562601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3562604.000000 Penalty: 3342.813965
	Iteration 130Q: 3 clusters Score -3562604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3562605.000000 Penalty: 3342.813965
	Iteration 131Q: 3 clusters Score -3562605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3562606.250000 Penalty: 3342.813965
	Iteration 132Q: 3 clusters Score -3562606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3562606.250000 Penalty: 3342.813965
	Iteration 133Q: 3 clusters Score -3562606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3562611.000000 Penalty: 3342.813965
	Iteration 134Q: 3 clusters Score -3562611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3562611.000000 Penalty: 3342.813965
	Iteration 135F: 3 clusters Score -3562611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -15133.446289 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -15133.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14495.510742 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -14495.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14562.221680 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -14562.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14611.869141 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -14611.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14622.432617 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -14622.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14626.280273 Penalty: 1612.924561
	Iteration 4Q: 3 clusters Score -14626.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14626.280273 Penalty: 1612.924561
	Iteration 5F: 3 clusters Score -14626.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -954351.250000 Penalty: 1456.825439
	Iteration 0F: 2 clusters Score -954351.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -948532.812500 Penalty: 2913.650879
	Iteration 0F: 3 clusters Score -948532.8 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -950331.375000 Penalty: 2913.650879
	Iteration 1F: 3 clusters Score -950331.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -950536.375000 Penalty: 2913.650879
	Iteration 2F: 3 clusters Score -950536.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -950692.125000 Penalty: 2913.650879
	Iteration 3Q: 3 clusters Score -950692.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -950828.437500 Penalty: 2913.650879
	Iteration 4Q: 3 clusters Score -950828.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -950955.000000 Penalty: 2913.650879
	Iteration 5Q: 3 clusters Score -950955 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -951095.500000 Penalty: 2913.650879
	Iteration 6Q: 3 clusters Score -951095.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -951219.375000 Penalty: 2913.650879
	Iteration 7Q: 3 clusters Score -951219.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -951349.500000 Penalty: 2913.650879
	Iteration 8Q: 3 clusters Score -951349.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -951477.437500 Penalty: 2913.650879
	Iteration 9Q: 3 clusters Score -951477.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -951619.125000 Penalty: 2913.650879
	Iteration 10Q: 3 clusters Score -951619.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -951755.687500 Penalty: 2913.650879
	Iteration 11Q: 3 clusters Score -951755.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -951884.375000 Penalty: 2913.650879
	Iteration 12Q: 3 clusters Score -951884.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -952002.750000 Penalty: 2913.650879
	Iteration 13Q: 3 clusters Score -952002.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -952105.562500 Penalty: 2913.650879
	Iteration 14Q: 3 clusters Score -952105.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -952214.250000 Penalty: 2913.650879
	Iteration 15Q: 3 clusters Score -952214.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -952332.500000 Penalty: 2913.650879
	Iteration 16Q: 3 clusters Score -952332.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -952432.812500 Penalty: 2913.650879
	Iteration 17Q: 3 clusters Score -952432.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -952514.750000 Penalty: 2913.650879
	Iteration 18Q: 3 clusters Score -952514.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -952605.937500 Penalty: 2913.650879
	Iteration 19Q: 3 clusters Score -952605.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -952685.062500 Penalty: 2913.650879
	Iteration 20F: 3 clusters Score -952685.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -952754.937500 Penalty: 2913.650879
	Iteration 21Q: 3 clusters Score -952754.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -952816.562500 Penalty: 2913.650879
	Iteration 22Q: 3 clusters Score -952816.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -952868.750000 Penalty: 2913.650879
	Iteration 23Q: 3 clusters Score -952868.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -952919.125000 Penalty: 2913.650879
	Iteration 24Q: 3 clusters Score -952919.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -952960.500000 Penalty: 2913.650879
	Iteration 25Q: 3 clusters Score -952960.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -953002.125000 Penalty: 2913.650879
	Iteration 26Q: 3 clusters Score -953002.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -953023.500000 Penalty: 2913.650879
	Iteration 27Q: 3 clusters Score -953023.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -953036.437500 Penalty: 2913.650879
	Iteration 28Q: 3 clusters Score -953036.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -953039.375000 Penalty: 2913.650879
	Iteration 29Q: 3 clusters Score -953039.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -953043.375000 Penalty: 2913.650879
	Iteration 30Q: 3 clusters Score -953043.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -953046.375000 Penalty: 2913.650879
	Iteration 31Q: 3 clusters Score -953046.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -953053.500000 Penalty: 2913.650879
	Iteration 32Q: 3 clusters Score -953053.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -953060.937500 Penalty: 2913.650879
	Iteration 33Q: 3 clusters Score -953060.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -953068.250000 Penalty: 2913.650879
	Iteration 34Q: 3 clusters Score -953068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -953073.500000 Penalty: 2913.650879
	Iteration 35Q: 3 clusters Score -953073.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -953079.312500 Penalty: 2913.650879
	Iteration 36Q: 3 clusters Score -953079.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -953086.312500 Penalty: 2913.650879
	Iteration 37Q: 3 clusters Score -953086.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -953091.187500 Penalty: 2913.650879
	Iteration 38Q: 3 clusters Score -953091.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -953096.187500 Penalty: 2913.650879
	Iteration 39Q: 3 clusters Score -953096.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -953097.500000 Penalty: 2913.650879
	Iteration 40F: 3 clusters Score -953097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -953099.125000 Penalty: 2913.650879
	Iteration 41Q: 3 clusters Score -953099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -953104.687500 Penalty: 2913.650879
	Iteration 42Q: 3 clusters Score -953104.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -953107.437500 Penalty: 2913.650879
	Iteration 43Q: 3 clusters Score -953107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -953111.437500 Penalty: 2913.650879
	Iteration 44Q: 3 clusters Score -953111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -953113.062500 Penalty: 2913.650879
	Iteration 45Q: 3 clusters Score -953113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -953115.875000 Penalty: 2913.650879
	Iteration 46Q: 3 clusters Score -953115.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -953116.875000 Penalty: 2913.650879
	Iteration 47Q: 3 clusters Score -953116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -953118.062500 Penalty: 2913.650879
	Iteration 48Q: 3 clusters Score -953118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -953118.187500 Penalty: 2913.650879
	Iteration 49Q: 3 clusters Score -953118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -953119.125000 Penalty: 2913.650879
	Iteration 50Q: 3 clusters Score -953119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -953119.625000 Penalty: 2913.650879
	Iteration 51Q: 3 clusters Score -953119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -953120.375000 Penalty: 2913.650879
	Iteration 52Q: 3 clusters Score -953120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -953124.125000 Penalty: 2913.650879
	Iteration 53Q: 3 clusters Score -953124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -953124.250000 Penalty: 2913.650879
	Iteration 54Q: 3 clusters Score -953124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -953126.625000 Penalty: 2913.650879
	Iteration 55Q: 3 clusters Score -953126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -953126.625000 Penalty: 2913.650879
	Iteration 56Q: 3 clusters Score -953126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -953129.625000 Penalty: 2913.650879
	Iteration 57Q: 3 clusters Score -953129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -953130.500000 Penalty: 2913.650879
	Iteration 58Q: 3 clusters Score -953130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -953129.875000 Penalty: 2913.650879
	Iteration 59Q: 3 clusters Score -953129.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -953129.875000 Penalty: 2913.650879
	Iteration 60F: 3 clusters Score -953129.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -54428.710938 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -54428.71 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 166 members 
Entering Unmasked Estep 
Score: -53528.726562 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -53528.73 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53704.812500 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -53704.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53742.601562 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -53742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53749.769531 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -53749.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53753.351562 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -53753.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53753.890625 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -53753.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53755.566406 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -53755.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53759.394531 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -53759.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53760.027344 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -53760.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53760.027344 Penalty: 1890.561035
	Iteration 9F: 3 clusters Score -53760.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Entering Unmasked Estep 
Score: -3160868.000000 Penalty: 1651.406372
	Iteration 0F: 2 clusters Score -3160868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3143444.250000 Penalty: 3302.812744
	Iteration 0F: 3 clusters Score -3143444 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3150173.000000 Penalty: 3302.812744
	Iteration 1F: 3 clusters Score -3150173 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3150686.250000 Penalty: 3302.812744
	Iteration 2F: 3 clusters Score -3150686 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3151259.000000 Penalty: 3302.812744
	Iteration 3F: 3 clusters Score -3151259 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3152079.250000 Penalty: 3302.812744
	Iteration 4F: 3 clusters Score -3152079 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3153190.250000 Penalty: 3302.812744
	Iteration 5F: 3 clusters Score -3153190 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3154577.000000 Penalty: 3302.812744
	Iteration 6F: 3 clusters Score -3154577 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3156040.000000 Penalty: 3302.812744
	Iteration 7F: 3 clusters Score -3156040 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3157258.500000 Penalty: 3302.812744
	Iteration 8F: 3 clusters Score -3157258 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3158123.750000 Penalty: 3302.812744
	Iteration 9Q: 3 clusters Score -3158124 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3158691.750000 Penalty: 3302.812744
	Iteration 10Q: 3 clusters Score -3158692 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3159038.500000 Penalty: 3302.812744
	Iteration 11Q: 3 clusters Score -3159038 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3159208.500000 Penalty: 3302.812744
	Iteration 12Q: 3 clusters Score -3159208 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3159333.750000 Penalty: 3302.812744
	Iteration 13Q: 3 clusters Score -3159334 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3159426.000000 Penalty: 3302.812744
	Iteration 14Q: 3 clusters Score -3159426 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3159479.000000 Penalty: 3302.812744
	Iteration 15Q: 3 clusters Score -3159479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3159520.000000 Penalty: 3302.812744
	Iteration 16Q: 3 clusters Score -3159520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3159551.250000 Penalty: 3302.812744
	Iteration 17Q: 3 clusters Score -3159551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3159561.000000 Penalty: 3302.812744
	Iteration 18Q: 3 clusters Score -3159561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3159570.750000 Penalty: 3302.812744
	Iteration 19Q: 3 clusters Score -3159571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3159581.250000 Penalty: 3302.812744
	Iteration 20F: 3 clusters Score -3159581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3159589.500000 Penalty: 3302.812744
	Iteration 21Q: 3 clusters Score -3159590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3159597.750000 Penalty: 3302.812744
	Iteration 22Q: 3 clusters Score -3159598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3159604.000000 Penalty: 3302.812744
	Iteration 23Q: 3 clusters Score -3159604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3159600.500000 Penalty: 3302.812744
	Iteration 24Q: 3 clusters Score -3159600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3159600.000000 Penalty: 3302.812744
	Iteration 25Q: 3 clusters Score -3159600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3159605.750000 Penalty: 3302.812744
	Iteration 26Q: 3 clusters Score -3159606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3159607.000000 Penalty: 3302.812744
	Iteration 27Q: 3 clusters Score -3159607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3159607.000000 Penalty: 3302.812744
	Iteration 28F: 3 clusters Score -3159607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Entering Unmasked Estep 
Score: -3504083.500000 Penalty: 1666.795532
	Iteration 0F: 2 clusters Score -3504084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3486046.250000 Penalty: 3333.591064
	Iteration 0F: 3 clusters Score -3486046 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3493335.750000 Penalty: 3333.591064
	Iteration 1F: 3 clusters Score -3493336 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3493953.500000 Penalty: 3333.591064
	Iteration 2F: 3 clusters Score -3493954 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3494689.750000 Penalty: 3333.591064
	Iteration 3F: 3 clusters Score -3494690 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3495655.500000 Penalty: 3333.591064
	Iteration 4F: 3 clusters Score -3495656 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3496822.250000 Penalty: 3333.591064
	Iteration 5F: 3 clusters Score -3496822 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3498150.750000 Penalty: 3333.591064
	Iteration 6F: 3 clusters Score -3498151 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3499626.500000 Penalty: 3333.591064
	Iteration 7F: 3 clusters Score -3499626 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3500892.500000 Penalty: 3333.591064
	Iteration 8F: 3 clusters Score -3500892 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3501681.500000 Penalty: 3333.591064
	Iteration 9Q: 3 clusters Score -3501682 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3502185.750000 Penalty: 3333.591064
	Iteration 10Q: 3 clusters Score -3502186 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3502530.000000 Penalty: 3333.591064
	Iteration 11Q: 3 clusters Score -3502530 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3502804.250000 Penalty: 3333.591064
	Iteration 12Q: 3 clusters Score -3502804 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3503027.500000 Penalty: 3333.591064
	Iteration 13Q: 3 clusters Score -3503028 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3503228.250000 Penalty: 3333.591064
	Iteration 14Q: 3 clusters Score -3503228 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3503365.500000 Penalty: 3333.591064
	Iteration 15Q: 3 clusters Score -3503366 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3503456.250000 Penalty: 3333.591064
	Iteration 16Q: 3 clusters Score -3503456 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3503536.000000 Penalty: 3333.591064
	Iteration 17Q: 3 clusters Score -3503536 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -3503596.500000 Penalty: 3333.591064
	Iteration 18Q: 3 clusters Score -3503596 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3503627.750000 Penalty: 3333.591064
	Iteration 19Q: 3 clusters Score -3503628 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3503655.750000 Penalty: 3333.591064
	Iteration 20F: 3 clusters Score -3503656 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3503681.250000 Penalty: 3333.591064
	Iteration 21Q: 3 clusters Score -3503681 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3503702.750000 Penalty: 3333.591064
	Iteration 22Q: 3 clusters Score -3503703 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3503732.500000 Penalty: 3333.591064
	Iteration 23Q: 3 clusters Score -3503732 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3503739.250000 Penalty: 3333.591064
	Iteration 24Q: 3 clusters Score -3503739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3503740.250000 Penalty: 3333.591064
	Iteration 25Q: 3 clusters Score -3503740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3503752.250000 Penalty: 3333.591064
	Iteration 26Q: 3 clusters Score -3503752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -3503757.750000 Penalty: 3333.591064
	Iteration 27Q: 3 clusters Score -3503758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -3503753.500000 Penalty: 3333.591064
	Iteration 28Q: 3 clusters Score -3503754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3503757.000000 Penalty: 3333.591064
	Iteration 29Q: 3 clusters Score -3503757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3503757.250000 Penalty: 3333.591064
	Iteration 30Q: 3 clusters Score -3503757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3503763.500000 Penalty: 3333.591064
	Iteration 31Q: 3 clusters Score -3503764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3503762.500000 Penalty: 3333.591064
	Iteration 32Q: 3 clusters Score -3503762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -3503774.500000 Penalty: 3333.591064
	Iteration 33Q: 3 clusters Score -3503774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -3503777.000000 Penalty: 3333.591064
	Iteration 34Q: 3 clusters Score -3503777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3503783.250000 Penalty: 3333.591064
	Iteration 35Q: 3 clusters Score -3503783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3503778.500000 Penalty: 3333.591064
	Iteration 36Q: 3 clusters Score -3503778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3503779.000000 Penalty: 3333.591064
	Iteration 37Q: 3 clusters Score -3503779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3503779.250000 Penalty: 3333.591064
	Iteration 38Q: 3 clusters Score -3503779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3503786.500000 Penalty: 3333.591064
	Iteration 39Q: 3 clusters Score -3503786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3503790.750000 Penalty: 3333.591064
	Iteration 40F: 3 clusters Score -3503791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3503791.500000 Penalty: 3333.591064
	Iteration 41Q: 3 clusters Score -3503792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3503793.250000 Penalty: 3333.591064
	Iteration 42Q: 3 clusters Score -3503793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3503791.250000 Penalty: 3333.591064
	Iteration 43Q: 3 clusters Score -3503791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3503800.000000 Penalty: 3333.591064
	Iteration 44Q: 3 clusters Score -3503800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3503801.250000 Penalty: 3333.591064
	Iteration 45Q: 3 clusters Score -3503801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3503792.500000 Penalty: 3333.591064
	Iteration 46Q: 3 clusters Score -3503792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3503790.500000 Penalty: 3333.591064
	Iteration 47Q: 3 clusters Score -3503790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3503792.500000 Penalty: 3333.591064
	Iteration 48Q: 3 clusters Score -3503792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3503792.250000 Penalty: 3333.591064
	Iteration 49Q: 3 clusters Score -3503792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3503797.000000 Penalty: 3333.591064
	Iteration 50Q: 3 clusters Score -3503797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3503790.750000 Penalty: 3333.591064
	Iteration 51Q: 3 clusters Score -3503791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3503797.750000 Penalty: 3333.591064
	Iteration 52Q: 3 clusters Score -3503798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3503795.250000 Penalty: 3333.591064
	Iteration 53Q: 3 clusters Score -3503795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3503792.000000 Penalty: 3333.591064
	Iteration 54Q: 3 clusters Score -3503792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -3503793.750000 Penalty: 3333.591064
	Iteration 55Q: 3 clusters Score -3503794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3503800.500000 Penalty: 3333.591064
	Iteration 56Q: 3 clusters Score -3503800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3503798.000000 Penalty: 3333.591064
	Iteration 57Q: 3 clusters Score -3503798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3503799.000000 Penalty: 3333.591064
	Iteration 58Q: 3 clusters Score -3503799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3503799.500000 Penalty: 3333.591064
	Iteration 59Q: 3 clusters Score -3503800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3503795.750000 Penalty: 3333.591064
	Iteration 60F: 3 clusters Score -3503796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3503798.250000 Penalty: 3333.591064
	Iteration 61Q: 3 clusters Score -3503798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3503797.750000 Penalty: 3333.591064
	Iteration 62Q: 3 clusters Score -3503798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -3503798.250000 Penalty: 3333.591064
	Iteration 63Q: 3 clusters Score -3503798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3503799.750000 Penalty: 3333.591064
	Iteration 64Q: 3 clusters Score -3503800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3503801.000000 Penalty: 3333.591064
	Iteration 65Q: 3 clusters Score -3503801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3503802.000000 Penalty: 3333.591064
	Iteration 66Q: 3 clusters Score -3503802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3503804.500000 Penalty: 3333.591064
	Iteration 67Q: 3 clusters Score -3503804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -3503800.500000 Penalty: 3333.591064
	Iteration 68Q: 3 clusters Score -3503800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3503802.500000 Penalty: 3333.591064
	Iteration 69Q: 3 clusters Score -3503802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3503808.250000 Penalty: 3333.591064
	Iteration 70Q: 3 clusters Score -3503808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3503808.000000 Penalty: 3333.591064
	Iteration 71Q: 3 clusters Score -3503808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3503812.000000 Penalty: 3333.591064
	Iteration 72Q: 3 clusters Score -3503812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -3503813.750000 Penalty: 3333.591064
	Iteration 73Q: 3 clusters Score -3503814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3503809.500000 Penalty: 3333.591064
	Iteration 74Q: 3 clusters Score -3503810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3503817.500000 Penalty: 3333.591064
	Iteration 75Q: 3 clusters Score -3503818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3503813.750000 Penalty: 3333.591064
	Iteration 76Q: 3 clusters Score -3503814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3503816.500000 Penalty: 3333.591064
	Iteration 77Q: 3 clusters Score -3503816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3503819.000000 Penalty: 3333.591064
	Iteration 78Q: 3 clusters Score -3503819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3503811.750000 Penalty: 3333.591064
	Iteration 79Q: 3 clusters Score -3503812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3503811.750000 Penalty: 3333.591064
	Iteration 80F: 3 clusters Score -3503812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -3503807.750000 Penalty: 3333.591064
	Iteration 81Q: 3 clusters Score -3503808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3503809.500000 Penalty: 3333.591064
	Iteration 82Q: 3 clusters Score -3503810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3503808.750000 Penalty: 3333.591064
	Iteration 83Q: 3 clusters Score -3503809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -3503806.750000 Penalty: 3333.591064
	Iteration 84Q: 3 clusters Score -3503807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3503813.750000 Penalty: 3333.591064
	Iteration 85Q: 3 clusters Score -3503814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3503815.000000 Penalty: 3333.591064
	Iteration 86Q: 3 clusters Score -3503815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3503813.250000 Penalty: 3333.591064
	Iteration 87Q: 3 clusters Score -3503813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3503813.250000 Penalty: 3333.591064
	Iteration 88Q: 3 clusters Score -3503813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3503814.750000 Penalty: 3333.591064
	Iteration 89Q: 3 clusters Score -3503815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3503809.500000 Penalty: 3333.591064
	Iteration 90Q: 3 clusters Score -3503810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3503807.500000 Penalty: 3333.591064
	Iteration 91Q: 3 clusters Score -3503808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3503807.500000 Penalty: 3333.591064
	Iteration 92F: 3 clusters Score -3503808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Entering Unmasked Estep 
Score: -891472.875000 Penalty: 1453.510498
	Iteration 0F: 2 clusters Score -891472.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -885833.187500 Penalty: 2907.020996
	Iteration 0F: 3 clusters Score -885833.2 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -887561.937500 Penalty: 2907.020996
	Iteration 1F: 3 clusters Score -887561.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -887823.562500 Penalty: 2907.020996
	Iteration 2F: 3 clusters Score -887823.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -888072.875000 Penalty: 2907.020996
	Iteration 3F: 3 clusters Score -888072.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -888290.750000 Penalty: 2907.020996
	Iteration 4F: 3 clusters Score -888290.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -888535.375000 Penalty: 2907.020996
	Iteration 5F: 3 clusters Score -888535.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -888794.687500 Penalty: 2907.020996
	Iteration 6F: 3 clusters Score -888794.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -889081.437500 Penalty: 2907.020996
	Iteration 7F: 3 clusters Score -889081.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -889373.562500 Penalty: 2907.020996
	Iteration 8F: 3 clusters Score -889373.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -889657.500000 Penalty: 2907.020996
	Iteration 9F: 3 clusters Score -889657.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -889893.812500 Penalty: 2907.020996
	Iteration 10Q: 3 clusters Score -889893.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -890106.750000 Penalty: 2907.020996
	Iteration 11Q: 3 clusters Score -890106.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -890313.187500 Penalty: 2907.020996
	Iteration 12Q: 3 clusters Score -890313.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -890469.562500 Penalty: 2907.020996
	Iteration 13Q: 3 clusters Score -890469.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -890598.500000 Penalty: 2907.020996
	Iteration 14Q: 3 clusters Score -890598.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -890702.500000 Penalty: 2907.020996
	Iteration 15Q: 3 clusters Score -890702.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -890773.625000 Penalty: 2907.020996
	Iteration 16Q: 3 clusters Score -890773.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -890841.062500 Penalty: 2907.020996
	Iteration 17Q: 3 clusters Score -890841.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -890881.125000 Penalty: 2907.020996
	Iteration 18Q: 3 clusters Score -890881.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -890921.062500 Penalty: 2907.020996
	Iteration 19Q: 3 clusters Score -890921.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -890954.937500 Penalty: 2907.020996
	Iteration 20F: 3 clusters Score -890954.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -890981.125000 Penalty: 2907.020996
	Iteration 21Q: 3 clusters Score -890981.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -891000.625000 Penalty: 2907.020996
	Iteration 22Q: 3 clusters Score -891000.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -891010.187500 Penalty: 2907.020996
	Iteration 23Q: 3 clusters Score -891010.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -891022.437500 Penalty: 2907.020996
	Iteration 24Q: 3 clusters Score -891022.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -891028.937500 Penalty: 2907.020996
	Iteration 25Q: 3 clusters Score -891028.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -891037.250000 Penalty: 2907.020996
	Iteration 26Q: 3 clusters Score -891037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -891039.687500 Penalty: 2907.020996
	Iteration 27Q: 3 clusters Score -891039.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -891041.250000 Penalty: 2907.020996
	Iteration 28Q: 3 clusters Score -891041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -891043.375000 Penalty: 2907.020996
	Iteration 29Q: 3 clusters Score -891043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -891042.812500 Penalty: 2907.020996
	Iteration 30Q: 3 clusters Score -891042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -891042.812500 Penalty: 2907.020996
	Iteration 31F: 3 clusters Score -891042.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Entering Unmasked Estep 
Score: -3927119.250000 Penalty: 1686.290405
	Iteration 0F: 2 clusters Score -3927119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3906451.000000 Penalty: 3372.580811
	Iteration 0F: 3 clusters Score -3906451 nChanged 14810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -3915032.750000 Penalty: 3372.580811
	Iteration 1F: 3 clusters Score -3915033 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3915590.250000 Penalty: 3372.580811
	Iteration 2Q: 3 clusters Score -3915590 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3916267.500000 Penalty: 3372.580811
	Iteration 3Q: 3 clusters Score -3916268 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3917154.500000 Penalty: 3372.580811
	Iteration 4F: 3 clusters Score -3917154 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3918373.750000 Penalty: 3372.580811
	Iteration 5F: 3 clusters Score -3918374 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -3919747.250000 Penalty: 3372.580811
	Iteration 6F: 3 clusters Score -3919747 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3921272.000000 Penalty: 3372.580811
	Iteration 7F: 3 clusters Score -3921272 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -3922610.500000 Penalty: 3372.580811
	Iteration 8F: 3 clusters Score -3922610 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3923592.500000 Penalty: 3372.580811
	Iteration 9Q: 3 clusters Score -3923592 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3924252.000000 Penalty: 3372.580811
	Iteration 10Q: 3 clusters Score -3924252 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3924705.250000 Penalty: 3372.580811
	Iteration 11Q: 3 clusters Score -3924705 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -3925005.750000 Penalty: 3372.580811
	Iteration 12Q: 3 clusters Score -3925006 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -3925188.500000 Penalty: 3372.580811
	Iteration 13Q: 3 clusters Score -3925188 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3925312.000000 Penalty: 3372.580811
	Iteration 14Q: 3 clusters Score -3925312 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -3925412.750000 Penalty: 3372.580811
	Iteration 15Q: 3 clusters Score -3925413 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -3925500.500000 Penalty: 3372.580811
	Iteration 16Q: 3 clusters Score -3925500 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3925561.000000 Penalty: 3372.580811
	Iteration 17Q: 3 clusters Score -3925561 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -3925582.500000 Penalty: 3372.580811
	Iteration 18Q: 3 clusters Score -3925582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -3925632.000000 Penalty: 3372.580811
	Iteration 19Q: 3 clusters Score -3925632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -3925655.250000 Penalty: 3372.580811
	Iteration 20F: 3 clusters Score -3925655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -3925676.500000 Penalty: 3372.580811
	Iteration 21Q: 3 clusters Score -3925676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -3925683.500000 Penalty: 3372.580811
	Iteration 22Q: 3 clusters Score -3925684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -3925687.000000 Penalty: 3372.580811
	Iteration 23Q: 3 clusters Score -3925687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -3925696.250000 Penalty: 3372.580811
	Iteration 24Q: 3 clusters Score -3925696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -3925699.250000 Penalty: 3372.580811
	Iteration 25Q: 3 clusters Score -3925699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3925698.250000 Penalty: 3372.580811
	Iteration 26Q: 3 clusters Score -3925698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -3925700.500000 Penalty: 3372.580811
	Iteration 27Q: 3 clusters Score -3925700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -3925699.750000 Penalty: 3372.580811
	Iteration 28Q: 3 clusters Score -3925700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -3925700.500000 Penalty: 3372.580811
	Iteration 29Q: 3 clusters Score -3925700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -3925698.750000 Penalty: 3372.580811
	Iteration 30Q: 3 clusters Score -3925699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -3925697.000000 Penalty: 3372.580811
	Iteration 31Q: 3 clusters Score -3925697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -3925697.000000 Penalty: 3372.580811
	Iteration 32F: 3 clusters Score -3925697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Entering Unmasked Estep 
Score: -3695166.250000 Penalty: 1677.784302
	Iteration 0F: 2 clusters Score -3695166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3675615.750000 Penalty: 3355.568604
	Iteration 0F: 3 clusters Score -3675616 nChanged 13992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3683341.750000 Penalty: 3355.568604
	Iteration 1F: 3 clusters Score -3683342 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3683837.750000 Penalty: 3355.568604
	Iteration 2Q: 3 clusters Score -3683838 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3684541.500000 Penalty: 3355.568604
	Iteration 3Q: 3 clusters Score -3684542 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3685601.750000 Penalty: 3355.568604
	Iteration 4F: 3 clusters Score -3685602 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3687099.000000 Penalty: 3355.568604
	Iteration 5F: 3 clusters Score -3687099 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3688817.750000 Penalty: 3355.568604
	Iteration 6F: 3 clusters Score -3688818 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3690645.250000 Penalty: 3355.568604
	Iteration 7F: 3 clusters Score -3690645 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -3692088.250000 Penalty: 3355.568604
	Iteration 8F: 3 clusters Score -3692088 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3692966.750000 Penalty: 3355.568604
	Iteration 9Q: 3 clusters Score -3692967 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -3693356.750000 Penalty: 3355.568604
	Iteration 10Q: 3 clusters Score -3693357 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3693521.750000 Penalty: 3355.568604
	Iteration 11Q: 3 clusters Score -3693522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3693603.250000 Penalty: 3355.568604
	Iteration 12Q: 3 clusters Score -3693603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3693654.000000 Penalty: 3355.568604
	Iteration 13Q: 3 clusters Score -3693654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3693676.750000 Penalty: 3355.568604
	Iteration 14Q: 3 clusters Score -3693677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -3693689.000000 Penalty: 3355.568604
	Iteration 15Q: 3 clusters Score -3693689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3693696.250000 Penalty: 3355.568604
	Iteration 16Q: 3 clusters Score -3693696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -3693699.750000 Penalty: 3355.568604
	Iteration 17Q: 3 clusters Score -3693700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -3693701.750000 Penalty: 3355.568604
	Iteration 18Q: 3 clusters Score -3693702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3693704.000000 Penalty: 3355.568604
	Iteration 19Q: 3 clusters Score -3693704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -3693710.250000 Penalty: 3355.568604
	Iteration 20F: 3 clusters Score -3693710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -3693718.750000 Penalty: 3355.568604
	Iteration 21Q: 3 clusters Score -3693719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -3693724.750000 Penalty: 3355.568604
	Iteration 22Q: 3 clusters Score -3693725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -3693737.000000 Penalty: 3355.568604
	Iteration 23Q: 3 clusters Score -3693737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -3693741.250000 Penalty: 3355.568604
	Iteration 24Q: 3 clusters Score -3693741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -3693741.250000 Penalty: 3355.568604
	Iteration 25F: 3 clusters Score -3693741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -173312.796875 Penalty: 1187.638184
	Iteration 0F: 2 clusters Score -173312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -171577.609375 Penalty: 2375.276367
	Iteration 0F: 3 clusters Score -171577.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -171975.968750 Penalty: 2375.276367
	Iteration 1F: 3 clusters Score -171976 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -172076.484375 Penalty: 2375.276367
	Iteration 2F: 3 clusters Score -172076.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -172135.062500 Penalty: 2375.276367
	Iteration 3Q: 3 clusters Score -172135.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -172171.562500 Penalty: 2375.276367
	Iteration 4Q: 3 clusters Score -172171.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -172190.328125 Penalty: 2375.276367
	Iteration 5Q: 3 clusters Score -172190.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -172199.296875 Penalty: 2375.276367
	Iteration 6Q: 3 clusters Score -172199.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -172206.375000 Penalty: 2375.276367
	Iteration 7Q: 3 clusters Score -172206.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -172222.968750 Penalty: 2375.276367
	Iteration 8Q: 3 clusters Score -172223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -172237.500000 Penalty: 2375.276367
	Iteration 9Q: 3 clusters Score -172237.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -172247.203125 Penalty: 2375.276367
	Iteration 10Q: 3 clusters Score -172247.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -172256.906250 Penalty: 2375.276367
	Iteration 11Q: 3 clusters Score -172256.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -172271.421875 Penalty: 2375.276367
	Iteration 12Q: 3 clusters Score -172271.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -172281.312500 Penalty: 2375.276367
	Iteration 13Q: 3 clusters Score -172281.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -172287.531250 Penalty: 2375.276367
	Iteration 14Q: 3 clusters Score -172287.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -172292.843750 Penalty: 2375.276367
	Iteration 15Q: 3 clusters Score -172292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -172294.890625 Penalty: 2375.276367
	Iteration 16Q: 3 clusters Score -172294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -172296.937500 Penalty: 2375.276367
	Iteration 17Q: 3 clusters Score -172296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -172300.031250 Penalty: 2375.276367
	Iteration 18Q: 3 clusters Score -172300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -172301.609375 Penalty: 2375.276367
	Iteration 19Q: 3 clusters Score -172301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -172301.609375 Penalty: 2375.276367
	Iteration 20F: 3 clusters Score -172301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26854 members 
Mstep: Class 7 contains 28661 members 
Mstep: Class 8 contains 29307 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7825 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25913 members 
Mstep: Class 15 contains 28487 members 
Mstep: Class 16 contains 7667 members 
Mstep: Class 17 contains 32118 members 
Mstep: Class 18 contains 30480 members 
Mstep: Class 19 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441870.000000 Penalty: 25983.595703
Iteration 119Q: 14 clusters Score -2.644187e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26848 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 29341 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7818 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25918 members 
Mstep: Class 15 contains 28490 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 32083 members 
Mstep: Class 18 contains 30487 members 
Mstep: Class 19 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441868.000000 Penalty: 25983.595703
Iteration 120F: 14 clusters Score -2.644187e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26850 members 
Mstep: Class 7 contains 28646 members 
Mstep: Class 8 contains 29362 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7812 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25917 members 
Mstep: Class 15 contains 28495 members 
Mstep: Class 16 contains 7690 members 
Mstep: Class 17 contains 32052 members 
Mstep: Class 18 contains 30488 members 
Mstep: Class 19 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 14 clusters Score -2.644191e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26863 members 
Mstep: Class 7 contains 28651 members 
Mstep: Class 8 contains 29380 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7805 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25918 members 
Mstep: Class 15 contains 28494 members 
Mstep: Class 16 contains 7698 members 
Mstep: Class 17 contains 32018 members 
Mstep: Class 18 contains 30485 members 
Mstep: Class 19 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 14 clusters Score -2.644193e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26867 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 29409 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7802 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25919 members 
Mstep: Class 15 contains 28497 members 
Mstep: Class 16 contains 7705 members 
Mstep: Class 17 contains 31980 members 
Mstep: Class 18 contains 30490 members 
Mstep: Class 19 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 14 clusters Score -2.644195e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26876 members 
Mstep: Class 7 contains 28637 members 
Mstep: Class 8 contains 29439 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7798 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25914 members 
Mstep: Class 15 contains 28504 members 
Mstep: Class 16 contains 7714 members 
Mstep: Class 17 contains 31940 members 
Mstep: Class 18 contains 30491 members 
Mstep: Class 19 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 14 clusters Score -2.644194e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26886 members 
Mstep: Class 7 contains 28632 members 
Mstep: Class 8 contains 29459 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7793 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25911 members 
Mstep: Class 15 contains 28505 members 
Mstep: Class 16 contains 7724 members 
Mstep: Class 17 contains 31917 members 
Mstep: Class 18 contains 30486 members 
Mstep: Class 19 contains 1492 members 
Entering Unmasked Estep 
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Iteration 125Q: 14 clusters Score -2.644195e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26885 members 
Mstep: Class 7 contains 28625 members 
Mstep: Class 8 contains 29485 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7789 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25907 members 
Mstep: Class 15 contains 28506 members 
Mstep: Class 16 contains 7735 members 
Mstep: Class 17 contains 31908 members 
Mstep: Class 18 contains 30473 members 
Mstep: Class 19 contains 1492 members 
Entering Unmasked Estep 
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Iteration 126Q: 14 clusters Score -2.644194e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26896 members 
Mstep: Class 7 contains 28605 members 
Mstep: Class 8 contains 29512 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7782 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25905 members 
Mstep: Class 15 contains 28520 members 
Mstep: Class 16 contains 7749 members 
Mstep: Class 17 contains 31893 members 
Mstep: Class 18 contains 30451 members 
Mstep: Class 19 contains 1492 members 
Entering Unmasked Estep 
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Iteration 127Q: 14 clusters Score -2.644194e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26893 members 
Mstep: Class 7 contains 28591 members 
Mstep: Class 8 contains 29561 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7780 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25886 members 
Mstep: Class 15 contains 28524 members 
Mstep: Class 16 contains 7759 members 
Mstep: Class 17 contains 31896 members 
Mstep: Class 18 contains 30423 members 
Mstep: Class 19 contains 1492 members 
Entering Unmasked Estep 
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Iteration 128Q: 14 clusters Score -2.644198e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26875 members 
Mstep: Class 7 contains 28585 members 
Mstep: Class 8 contains 29601 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7774 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25877 members 
Mstep: Class 15 contains 28521 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 31925 members 
Mstep: Class 18 contains 30386 members 
Mstep: Class 19 contains 1492 members 
Entering Unmasked Estep 
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Iteration 129Q: 14 clusters Score -2.644195e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26872 members 
Mstep: Class 7 contains 28583 members 
Mstep: Class 8 contains 29645 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7772 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25862 members 
Mstep: Class 15 contains 28516 members 
Mstep: Class 16 contains 7779 members 
Mstep: Class 17 contains 31952 members 
Mstep: Class 18 contains 30333 members 
Mstep: Class 19 contains 1491 members 
Entering Unmasked Estep 
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Iteration 130Q: 14 clusters Score -2.644192e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26859 members 
Mstep: Class 7 contains 28595 members 
Mstep: Class 8 contains 29685 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7767 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25851 members 
Mstep: Class 15 contains 28511 members 
Mstep: Class 16 contains 7792 members 
Mstep: Class 17 contains 31979 members 
Mstep: Class 18 contains 30276 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
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Iteration 131Q: 14 clusters Score -2.644187e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26834 members 
Mstep: Class 7 contains 28593 members 
Mstep: Class 8 contains 29728 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7763 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25849 members 
Mstep: Class 15 contains 28508 members 
Mstep: Class 16 contains 7805 members 
Mstep: Class 17 contains 32009 members 
Mstep: Class 18 contains 30225 members 
Mstep: Class 19 contains 1491 members 
Entering Unmasked Estep 
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Iteration 132Q: 14 clusters Score -2.644187e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26814 members 
Mstep: Class 7 contains 28592 members 
Mstep: Class 8 contains 29748 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7762 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25861 members 
Mstep: Class 15 contains 28511 members 
Mstep: Class 16 contains 7821 members 
Mstep: Class 17 contains 32030 members 
Mstep: Class 18 contains 30175 members 
Mstep: Class 19 contains 1491 members 
Entering Unmasked Estep 
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Iteration 133Q: 14 clusters Score -2.64419e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 7 contains 28601 members 
Mstep: Class 8 contains 29765 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7758 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25871 members 
Mstep: Class 15 contains 28515 members 
Mstep: Class 16 contains 7834 members 
Mstep: Class 17 contains 32055 members 
Mstep: Class 18 contains 30113 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
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Iteration 134Q: 14 clusters Score -2.644192e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26790 members 
Mstep: Class 7 contains 28625 members 
Mstep: Class 8 contains 29784 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7758 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25879 members 
Mstep: Class 15 contains 28517 members 
Mstep: Class 16 contains 7852 members 
Mstep: Class 17 contains 32072 members 
Mstep: Class 18 contains 30038 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
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Iteration 135Q: 14 clusters Score -2.644198e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26787 members 
Mstep: Class 7 contains 28635 members 
Mstep: Class 8 contains 29791 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7762 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25890 members 
Mstep: Class 15 contains 28514 members 
Mstep: Class 16 contains 7861 members 
Mstep: Class 17 contains 32100 members 
Mstep: Class 18 contains 29975 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
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Iteration 136Q: 14 clusters Score -2.644197e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26780 members 
Mstep: Class 7 contains 28642 members 
Mstep: Class 8 contains 29797 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7763 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25904 members 
Mstep: Class 15 contains 28514 members 
Mstep: Class 16 contains 7878 members 
Mstep: Class 17 contains 32118 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
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Iteration 137Q: 14 clusters Score -2.644203e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26761 members 
Mstep: Class 7 contains 28659 members 
Mstep: Class 8 contains 29797 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7764 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25911 members 
Mstep: Class 15 contains 28517 members 
Mstep: Class 16 contains 7890 members 
Mstep: Class 17 contains 32147 members 
Mstep: Class 18 contains 29869 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
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Iteration 138Q: 14 clusters Score -2.644205e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26755 members 
Mstep: Class 7 contains 28668 members 
Mstep: Class 8 contains 29794 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7764 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25914 members 
Mstep: Class 15 contains 28510 members 
Mstep: Class 16 contains 7901 members 
Mstep: Class 17 contains 32179 members 
Mstep: Class 18 contains 29830 members 
Mstep: Class 19 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 14 clusters Score -2.644205e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26757 members 
Mstep: Class 7 contains 28679 members 
Mstep: Class 8 contains 29794 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7758 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25905 members 
Mstep: Class 15 contains 28503 members 
Mstep: Class 16 contains 7916 members 
Mstep: Class 17 contains 32206 members 
Mstep: Class 18 contains 29798 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 14 clusters Score -2.644207e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26760 members 
Mstep: Class 7 contains 28700 members 
Mstep: Class 8 contains 29780 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7758 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25901 members 
Mstep: Class 15 contains 28503 members 
Mstep: Class 16 contains 7933 members 
Mstep: Class 17 contains 32234 members 
Mstep: Class 18 contains 29747 members 
Mstep: Class 19 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 14 clusters Score -2.644199e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26744 members 
Mstep: Class 7 contains 28705 members 
Mstep: Class 8 contains 29776 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7752 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25908 members 
Mstep: Class 15 contains 28503 members 
Mstep: Class 16 contains 7953 members 
Mstep: Class 17 contains 32261 members 
Mstep: Class 18 contains 29716 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 14 clusters Score -2.644201e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26741 members 
Mstep: Class 7 contains 28707 members 
Mstep: Class 8 contains 29775 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7751 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25912 members 
Mstep: Class 15 contains 28500 members 
Mstep: Class 16 contains 7967 members 
Mstep: Class 17 contains 32273 members 
Mstep: Class 18 contains 29693 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 14 clusters Score -2.644203e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26739 members 
Mstep: Class 7 contains 28718 members 
Mstep: Class 8 contains 29777 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7746 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25914 members 
Mstep: Class 15 contains 28495 members 
Mstep: Class 16 contains 7983 members 
Mstep: Class 17 contains 32280 members 
Mstep: Class 18 contains 29670 members 
Mstep: Class 19 contains 1483 members 
Entering Unmasked Estep 
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Iteration 144Q: 14 clusters Score -2.644198e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26746 members 
Mstep: Class 7 contains 28707 members 
Mstep: Class 8 contains 29779 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7744 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25925 members 
Mstep: Class 15 contains 28493 members 
Mstep: Class 16 contains 8003 members 
Mstep: Class 17 contains 32285 members 
Mstep: Class 18 contains 29642 members 
Mstep: Class 19 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 14 clusters Score -2.6442e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26765 members 
Mstep: Class 7 contains 28696 members 
Mstep: Class 8 contains 29777 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7738 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25930 members 
Mstep: Class 15 contains 28491 members 
Mstep: Class 16 contains 8023 members 
Mstep: Class 17 contains 32292 members 
Mstep: Class 18 contains 29614 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
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Iteration 146Q: 14 clusters Score -2.644205e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26769 members 
Mstep: Class 7 contains 28701 members 
Mstep: Class 8 contains 29770 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7739 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25933 members 
Mstep: Class 15 contains 28489 members 
Mstep: Class 16 contains 8039 members 
Mstep: Class 17 contains 32307 members 
Mstep: Class 18 contains 29578 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
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Iteration 147Q: 14 clusters Score -2.644206e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26771 members 
Mstep: Class 7 contains 28703 members 
Mstep: Class 8 contains 29758 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7740 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25946 members 
Mstep: Class 15 contains 28487 members 
Mstep: Class 16 contains 8057 members 
Mstep: Class 17 contains 32333 members 
Mstep: Class 18 contains 29530 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
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Iteration 148Q: 14 clusters Score -2.644197e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26770 members 
Mstep: Class 7 contains 28697 members 
Mstep: Class 8 contains 29748 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25953 members 
Mstep: Class 15 contains 28480 members 
Mstep: Class 16 contains 8073 members 
Mstep: Class 17 contains 32369 members 
Mstep: Class 18 contains 29492 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
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Iteration 149Q: 14 clusters Score -2.644204e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26783 members 
Mstep: Class 7 contains 28688 members 
Mstep: Class 8 contains 29745 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7740 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25942 members 
Mstep: Class 15 contains 28471 members 
Mstep: Class 16 contains 8085 members 
Mstep: Class 17 contains 32396 members 
Mstep: Class 18 contains 29475 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
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Iteration 150Q: 14 clusters Score -2.644208e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26791 members 
Mstep: Class 7 contains 28684 members 
Mstep: Class 8 contains 29742 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7740 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25947 members 
Mstep: Class 15 contains 28466 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 32398 members 
Mstep: Class 18 contains 29466 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
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Iteration 151Q: 14 clusters Score -2.644208e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26798 members 
Mstep: Class 7 contains 28681 members 
Mstep: Class 8 contains 29737 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7740 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25949 members 
Mstep: Class 15 contains 28465 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 32408 members 
Mstep: Class 18 contains 29444 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
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Iteration 152Q: 14 clusters Score -2.644204e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26809 members 
Mstep: Class 7 contains 28669 members 
Mstep: Class 8 contains 29722 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7735 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25953 members 
Mstep: Class 15 contains 28470 members 
Mstep: Class 16 contains 8117 members 
Mstep: Class 17 contains 32424 members 
Mstep: Class 18 contains 29427 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
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Iteration 153Q: 14 clusters Score -2.644202e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26810 members 
Mstep: Class 7 contains 28661 members 
Mstep: Class 8 contains 29728 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7733 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25950 members 
Mstep: Class 15 contains 28472 members 
Mstep: Class 16 contains 8125 members 
Mstep: Class 17 contains 32426 members 
Mstep: Class 18 contains 29421 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
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Iteration 154Q: 14 clusters Score -2.644197e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 7 contains 28649 members 
Mstep: Class 8 contains 29733 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7734 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25956 members 
Mstep: Class 15 contains 28468 members 
Mstep: Class 16 contains 8132 members 
Mstep: Class 17 contains 32441 members 
Mstep: Class 18 contains 29405 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
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Iteration 155Q: 14 clusters Score -2.644196e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26827 members 
Mstep: Class 7 contains 28646 members 
Mstep: Class 8 contains 29731 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25955 members 
Mstep: Class 15 contains 28461 members 
Mstep: Class 16 contains 8141 members 
Mstep: Class 17 contains 32445 members 
Mstep: Class 18 contains 29384 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
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Iteration 156Q: 14 clusters Score -2.64419e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26841 members 
Mstep: Class 7 contains 28647 members 
Mstep: Class 8 contains 29735 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7729 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25950 members 
Mstep: Class 15 contains 28458 members 
Mstep: Class 16 contains 8152 members 
Mstep: Class 17 contains 32441 members 
Mstep: Class 18 contains 29373 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
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Iteration 157Q: 14 clusters Score -2.644185e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26858 members 
Mstep: Class 7 contains 28655 members 
Mstep: Class 8 contains 29722 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7723 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25942 members 
Mstep: Class 15 contains 28459 members 
Mstep: Class 16 contains 8163 members 
Mstep: Class 17 contains 32441 members 
Mstep: Class 18 contains 29362 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
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Iteration 158Q: 14 clusters Score -2.644185e+07 nChanged 182
Entering ConstructFrom: 
Score: -26441848.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 1 (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: -39303.781250 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39303.78 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 203 members 
Entering Unmasked Estep 
Score: -38391.941406 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38391.94 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38534.812500 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -38534.81 nChanged 15
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: -38560.265625 Penalty: 1936.488037
	Iteration 2Q: 3 clusters Score -38560.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38576.570312 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -38576.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38587.585938 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -38587.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38594.765625 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -38594.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38595.636719 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -38595.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38595.636719 Penalty: 1936.488037
	Iteration 7F: 3 clusters Score -38595.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Entering Unmasked Estep 
Score: -3362606.000000 Penalty: 1657.335693
	Iteration 0F: 2 clusters Score -3362606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3345606.750000 Penalty: 3314.671387
	Iteration 0F: 3 clusters Score -3345607 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3352237.500000 Penalty: 3314.671387
	Iteration 1F: 3 clusters Score -3352238 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3352609.750000 Penalty: 3314.671387
	Iteration 2Q: 3 clusters Score -3352610 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3352980.000000 Penalty: 3314.671387
	Iteration 3Q: 3 clusters Score -3352980 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3353329.000000 Penalty: 3314.671387
	Iteration 4Q: 3 clusters Score -3353329 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3353682.500000 Penalty: 3314.671387
	Iteration 5Q: 3 clusters Score -3353682 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3354076.500000 Penalty: 3314.671387
	Iteration 6Q: 3 clusters Score -3354076 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3354602.250000 Penalty: 3314.671387
	Iteration 7Q: 3 clusters Score -3354602 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3355305.250000 Penalty: 3314.671387
	Iteration 8Q: 3 clusters Score -3355305 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3356162.500000 Penalty: 3314.671387
	Iteration 9Q: 3 clusters Score -3356162 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3357074.750000 Penalty: 3314.671387
	Iteration 10Q: 3 clusters Score -3357075 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3357773.250000 Penalty: 3314.671387
	Iteration 11Q: 3 clusters Score -3357773 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3358247.000000 Penalty: 3314.671387
	Iteration 12Q: 3 clusters Score -3358247 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3358583.750000 Penalty: 3314.671387
	Iteration 13Q: 3 clusters Score -3358584 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -3358841.000000 Penalty: 3314.671387
	Iteration 14Q: 3 clusters Score -3358841 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3359025.000000 Penalty: 3314.671387
	Iteration 15Q: 3 clusters Score -3359025 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3359172.500000 Penalty: 3314.671387
	Iteration 16Q: 3 clusters Score -3359172 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3359326.750000 Penalty: 3314.671387
	Iteration 17Q: 3 clusters Score -3359327 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3359503.250000 Penalty: 3314.671387
	Iteration 18Q: 3 clusters Score -3359503 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -3359705.750000 Penalty: 3314.671387
	Iteration 19Q: 3 clusters Score -3359706 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3359879.250000 Penalty: 3314.671387
	Iteration 20F: 3 clusters Score -3359879 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3360059.250000 Penalty: 3314.671387
	Iteration 21Q: 3 clusters Score -3360059 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3360246.750000 Penalty: 3314.671387
	Iteration 22Q: 3 clusters Score -3360247 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3360420.500000 Penalty: 3314.671387
	Iteration 23Q: 3 clusters Score -3360420 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3360591.000000 Penalty: 3314.671387
	Iteration 24Q: 3 clusters Score -3360591 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3360736.250000 Penalty: 3314.671387
	Iteration 25Q: 3 clusters Score -3360736 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3360864.500000 Penalty: 3314.671387
	Iteration 26Q: 3 clusters Score -3360864 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3360952.250000 Penalty: 3314.671387
	Iteration 27Q: 3 clusters Score -3360952 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -3361016.500000 Penalty: 3314.671387
	Iteration 28Q: 3 clusters Score -3361016 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3361072.500000 Penalty: 3314.671387
	Iteration 29Q: 3 clusters Score -3361072 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3361130.250000 Penalty: 3314.671387
	Iteration 30Q: 3 clusters Score -3361130 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3361147.500000 Penalty: 3314.671387
	Iteration 31Q: 3 clusters Score -3361148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3361168.250000 Penalty: 3314.671387
	Iteration 32Q: 3 clusters Score -3361168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3361169.000000 Penalty: 3314.671387
	Iteration 33Q: 3 clusters Score -3361169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3361188.500000 Penalty: 3314.671387
	Iteration 34Q: 3 clusters Score -3361188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3361201.500000 Penalty: 3314.671387
	Iteration 35Q: 3 clusters Score -3361202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3361215.000000 Penalty: 3314.671387
	Iteration 36Q: 3 clusters Score -3361215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3361222.500000 Penalty: 3314.671387
	Iteration 37Q: 3 clusters Score -3361222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3361232.000000 Penalty: 3314.671387
	Iteration 38Q: 3 clusters Score -3361232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3361251.250000 Penalty: 3314.671387
	Iteration 39Q: 3 clusters Score -3361251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3361258.000000 Penalty: 3314.671387
	Iteration 40F: 3 clusters Score -3361258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3361256.250000 Penalty: 3314.671387
	Iteration 41Q: 3 clusters Score -3361256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -3361260.250000 Penalty: 3314.671387
	Iteration 42Q: 3 clusters Score -3361260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3361263.000000 Penalty: 3314.671387
	Iteration 43Q: 3 clusters Score -3361263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3361266.000000 Penalty: 3314.671387
	Iteration 44Q: 3 clusters Score -3361266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3361271.500000 Penalty: 3314.671387
	Iteration 45Q: 3 clusters Score -3361272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3361275.250000 Penalty: 3314.671387
	Iteration 46Q: 3 clusters Score -3361275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3361276.000000 Penalty: 3314.671387
	Iteration 47Q: 3 clusters Score -3361276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3361276.000000 Penalty: 3314.671387
	Iteration 48Q: 3 clusters Score -3361276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3361276.750000 Penalty: 3314.671387
	Iteration 49Q: 3 clusters Score -3361277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3361276.500000 Penalty: 3314.671387
	Iteration 50Q: 3 clusters Score -3361276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3361276.500000 Penalty: 3314.671387
	Iteration 51F: 3 clusters Score -3361276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Entering Unmasked Estep 
Score: -3584126.000000 Penalty: 1667.773682
	Iteration 0F: 2 clusters Score -3584126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3566446.000000 Penalty: 3335.547363
	Iteration 0F: 3 clusters Score -3566446 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3573586.500000 Penalty: 3335.547363
	Iteration 1F: 3 clusters Score -3573586 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3573906.500000 Penalty: 3335.547363
	Iteration 2Q: 3 clusters Score -3573906 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3574194.750000 Penalty: 3335.547363
	Iteration 3Q: 3 clusters Score -3574195 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3574451.000000 Penalty: 3335.547363
	Iteration 4Q: 3 clusters Score -3574451 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3574732.500000 Penalty: 3335.547363
	Iteration 5Q: 3 clusters Score -3574732 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3575098.250000 Penalty: 3335.547363
	Iteration 6Q: 3 clusters Score -3575098 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3575527.500000 Penalty: 3335.547363
	Iteration 7Q: 3 clusters Score -3575528 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3576070.500000 Penalty: 3335.547363
	Iteration 8Q: 3 clusters Score -3576070 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3576783.750000 Penalty: 3335.547363
	Iteration 9Q: 3 clusters Score -3576784 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3577660.750000 Penalty: 3335.547363
	Iteration 10F: 3 clusters Score -3577661 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3578610.750000 Penalty: 3335.547363
	Iteration 11F: 3 clusters Score -3578611 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3579459.000000 Penalty: 3335.547363
	Iteration 12Q: 3 clusters Score -3579459 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -3580180.750000 Penalty: 3335.547363
	Iteration 13Q: 3 clusters Score -3580181 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3580681.750000 Penalty: 3335.547363
	Iteration 14Q: 3 clusters Score -3580682 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3581033.500000 Penalty: 3335.547363
	Iteration 15Q: 3 clusters Score -3581034 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3581265.000000 Penalty: 3335.547363
	Iteration 16Q: 3 clusters Score -3581265 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3581394.750000 Penalty: 3335.547363
	Iteration 17Q: 3 clusters Score -3581395 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3581518.250000 Penalty: 3335.547363
	Iteration 18Q: 3 clusters Score -3581518 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3581619.000000 Penalty: 3335.547363
	Iteration 19Q: 3 clusters Score -3581619 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3581683.250000 Penalty: 3335.547363
	Iteration 20F: 3 clusters Score -3581683 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3581754.250000 Penalty: 3335.547363
	Iteration 21Q: 3 clusters Score -3581754 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3581789.750000 Penalty: 3335.547363
	Iteration 22Q: 3 clusters Score -3581790 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3581855.000000 Penalty: 3335.547363
	Iteration 23Q: 3 clusters Score -3581855 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3581887.750000 Penalty: 3335.547363
	Iteration 24Q: 3 clusters Score -3581888 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3581933.500000 Penalty: 3335.547363
	Iteration 25Q: 3 clusters Score -3581934 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3581958.000000 Penalty: 3335.547363
	Iteration 26Q: 3 clusters Score -3581958 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3581995.500000 Penalty: 3335.547363
	Iteration 27Q: 3 clusters Score -3581996 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3582027.500000 Penalty: 3335.547363
	Iteration 28Q: 3 clusters Score -3582028 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3582035.750000 Penalty: 3335.547363
	Iteration 29Q: 3 clusters Score -3582036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3582051.500000 Penalty: 3335.547363
	Iteration 30Q: 3 clusters Score -3582052 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3582092.000000 Penalty: 3335.547363
	Iteration 31Q: 3 clusters Score -3582092 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3582125.750000 Penalty: 3335.547363
	Iteration 32Q: 3 clusters Score -3582126 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3582163.750000 Penalty: 3335.547363
	Iteration 33Q: 3 clusters Score -3582164 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3582197.750000 Penalty: 3335.547363
	Iteration 34Q: 3 clusters Score -3582198 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3582199.000000 Penalty: 3335.547363
	Iteration 35Q: 3 clusters Score -3582199 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3582242.000000 Penalty: 3335.547363
	Iteration 36Q: 3 clusters Score -3582242 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3582258.500000 Penalty: 3335.547363
	Iteration 37Q: 3 clusters Score -3582258 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3582290.750000 Penalty: 3335.547363
	Iteration 38Q: 3 clusters Score -3582291 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3582305.500000 Penalty: 3335.547363
	Iteration 39Q: 3 clusters Score -3582306 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3582318.250000 Penalty: 3335.547363
	Iteration 40F: 3 clusters Score -3582318 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3582358.250000 Penalty: 3335.547363
	Iteration 41Q: 3 clusters Score -3582358 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3582365.000000 Penalty: 3335.547363
	Iteration 42Q: 3 clusters Score -3582365 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3582370.000000 Penalty: 3335.547363
	Iteration 43Q: 3 clusters Score -3582370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3582402.750000 Penalty: 3335.547363
	Iteration 44Q: 3 clusters Score -3582403 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3582442.500000 Penalty: 3335.547363
	Iteration 45Q: 3 clusters Score -3582442 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3582454.750000 Penalty: 3335.547363
	Iteration 46Q: 3 clusters Score -3582455 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3582483.250000 Penalty: 3335.547363
	Iteration 47Q: 3 clusters Score -3582483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3582500.500000 Penalty: 3335.547363
	Iteration 48Q: 3 clusters Score -3582500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3582551.000000 Penalty: 3335.547363
	Iteration 49Q: 3 clusters Score -3582551 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3582581.750000 Penalty: 3335.547363
	Iteration 50Q: 3 clusters Score -3582582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3582605.250000 Penalty: 3335.547363
	Iteration 51Q: 3 clusters Score -3582605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3582621.250000 Penalty: 3335.547363
	Iteration 52Q: 3 clusters Score -3582621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3582628.750000 Penalty: 3335.547363
	Iteration 53Q: 3 clusters Score -3582629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3582641.750000 Penalty: 3335.547363
	Iteration 54Q: 3 clusters Score -3582642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3582644.250000 Penalty: 3335.547363
	Iteration 55Q: 3 clusters Score -3582644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3582670.000000 Penalty: 3335.547363
	Iteration 56Q: 3 clusters Score -3582670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3582674.250000 Penalty: 3335.547363
	Iteration 57Q: 3 clusters Score -3582674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3582688.500000 Penalty: 3335.547363
	Iteration 58Q: 3 clusters Score -3582688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3582689.500000 Penalty: 3335.547363
	Iteration 59Q: 3 clusters Score -3582690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3582696.500000 Penalty: 3335.547363
	Iteration 60F: 3 clusters Score -3582696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3582708.750000 Penalty: 3335.547363
	Iteration 61Q: 3 clusters Score -3582709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3582716.750000 Penalty: 3335.547363
	Iteration 62Q: 3 clusters Score -3582717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3582731.000000 Penalty: 3335.547363
	Iteration 63Q: 3 clusters Score -3582731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3582730.000000 Penalty: 3335.547363
	Iteration 64Q: 3 clusters Score -3582730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3582738.750000 Penalty: 3335.547363
	Iteration 65Q: 3 clusters Score -3582739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -3582749.750000 Penalty: 3335.547363
	Iteration 66Q: 3 clusters Score -3582750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3582752.000000 Penalty: 3335.547363
	Iteration 67Q: 3 clusters Score -3582752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3582755.250000 Penalty: 3335.547363
	Iteration 68Q: 3 clusters Score -3582755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3582751.750000 Penalty: 3335.547363
	Iteration 69Q: 3 clusters Score -3582752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3582754.000000 Penalty: 3335.547363
	Iteration 70Q: 3 clusters Score -3582754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3582753.750000 Penalty: 3335.547363
	Iteration 71Q: 3 clusters Score -3582754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3582760.500000 Penalty: 3335.547363
	Iteration 72Q: 3 clusters Score -3582760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -3582757.750000 Penalty: 3335.547363
	Iteration 73Q: 3 clusters Score -3582758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3582760.500000 Penalty: 3335.547363
	Iteration 74Q: 3 clusters Score -3582760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3582757.750000 Penalty: 3335.547363
	Iteration 75Q: 3 clusters Score -3582758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3582764.000000 Penalty: 3335.547363
	Iteration 76Q: 3 clusters Score -3582764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3582769.500000 Penalty: 3335.547363
	Iteration 77Q: 3 clusters Score -3582770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3582776.250000 Penalty: 3335.547363
	Iteration 78Q: 3 clusters Score -3582776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3582781.750000 Penalty: 3335.547363
	Iteration 79Q: 3 clusters Score -3582782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3582779.500000 Penalty: 3335.547363
	Iteration 80F: 3 clusters Score -3582780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3582781.000000 Penalty: 3335.547363
	Iteration 81Q: 3 clusters Score -3582781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3582776.750000 Penalty: 3335.547363
	Iteration 82Q: 3 clusters Score -3582777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3582777.000000 Penalty: 3335.547363
	Iteration 83Q: 3 clusters Score -3582777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3582777.250000 Penalty: 3335.547363
	Iteration 84Q: 3 clusters Score -3582777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3582779.500000 Penalty: 3335.547363
	Iteration 85Q: 3 clusters Score -3582780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3582781.000000 Penalty: 3335.547363
	Iteration 86Q: 3 clusters Score -3582781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3582782.250000 Penalty: 3335.547363
	Iteration 87Q: 3 clusters Score -3582782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3582781.000000 Penalty: 3335.547363
	Iteration 88Q: 3 clusters Score -3582781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3582785.250000 Penalty: 3335.547363
	Iteration 89Q: 3 clusters Score -3582785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3582790.000000 Penalty: 3335.547363
	Iteration 90Q: 3 clusters Score -3582790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3582794.250000 Penalty: 3335.547363
	Iteration 91Q: 3 clusters Score -3582794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3582795.750000 Penalty: 3335.547363
	Iteration 92Q: 3 clusters Score -3582796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3582795.750000 Penalty: 3335.547363
	Iteration 93Q: 3 clusters Score -3582796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3582802.250000 Penalty: 3335.547363
	Iteration 94Q: 3 clusters Score -3582802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3582804.000000 Penalty: 3335.547363
	Iteration 95Q: 3 clusters Score -3582804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3582811.000000 Penalty: 3335.547363
	Iteration 96Q: 3 clusters Score -3582811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3582810.500000 Penalty: 3335.547363
	Iteration 97Q: 3 clusters Score -3582810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3582812.750000 Penalty: 3335.547363
	Iteration 98Q: 3 clusters Score -3582813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3582816.750000 Penalty: 3335.547363
	Iteration 99Q: 3 clusters Score -3582817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3582813.250000 Penalty: 3335.547363
	Iteration 100F: 3 clusters Score -3582813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3582816.250000 Penalty: 3335.547363
	Iteration 101Q: 3 clusters Score -3582816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3582813.000000 Penalty: 3335.547363
	Iteration 102Q: 3 clusters Score -3582813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3582811.500000 Penalty: 3335.547363
	Iteration 103Q: 3 clusters Score -3582812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3582813.750000 Penalty: 3335.547363
	Iteration 104Q: 3 clusters Score -3582814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3582815.000000 Penalty: 3335.547363
	Iteration 105Q: 3 clusters Score -3582815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3582816.000000 Penalty: 3335.547363
	Iteration 106Q: 3 clusters Score -3582816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3582815.500000 Penalty: 3335.547363
	Iteration 107Q: 3 clusters Score -3582816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3582819.750000 Penalty: 3335.547363
	Iteration 108Q: 3 clusters Score -3582820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3582823.250000 Penalty: 3335.547363
	Iteration 109Q: 3 clusters Score -3582823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3582823.250000 Penalty: 3335.547363
	Iteration 110F: 3 clusters Score -3582823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Entering Unmasked Estep 
Score: -3613981.750000 Penalty: 1673.686523
	Iteration 0F: 2 clusters Score -3613982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3594520.500000 Penalty: 3347.373047
	Iteration 0F: 3 clusters Score -3594520 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3602278.500000 Penalty: 3347.373047
	Iteration 1F: 3 clusters Score -3602278 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3602741.000000 Penalty: 3347.373047
	Iteration 2Q: 3 clusters Score -3602741 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3603191.000000 Penalty: 3347.373047
	Iteration 3Q: 3 clusters Score -3603191 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3603700.500000 Penalty: 3347.373047
	Iteration 4Q: 3 clusters Score -3603700 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3604273.000000 Penalty: 3347.373047
	Iteration 5Q: 3 clusters Score -3604273 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3605061.500000 Penalty: 3347.373047
	Iteration 6Q: 3 clusters Score -3605062 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3606053.250000 Penalty: 3347.373047
	Iteration 7F: 3 clusters Score -3606053 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3607343.500000 Penalty: 3347.373047
	Iteration 8F: 3 clusters Score -3607344 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3608627.250000 Penalty: 3347.373047
	Iteration 9F: 3 clusters Score -3608627 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3609713.500000 Penalty: 3347.373047
	Iteration 10Q: 3 clusters Score -3609714 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3610488.500000 Penalty: 3347.373047
	Iteration 11Q: 3 clusters Score -3610488 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3610975.250000 Penalty: 3347.373047
	Iteration 12Q: 3 clusters Score -3610975 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3611283.000000 Penalty: 3347.373047
	Iteration 13Q: 3 clusters Score -3611283 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3611532.750000 Penalty: 3347.373047
	Iteration 14Q: 3 clusters Score -3611533 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3611706.000000 Penalty: 3347.373047
	Iteration 15Q: 3 clusters Score -3611706 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3611862.000000 Penalty: 3347.373047
	Iteration 16Q: 3 clusters Score -3611862 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3611987.750000 Penalty: 3347.373047
	Iteration 17Q: 3 clusters Score -3611988 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3612107.250000 Penalty: 3347.373047
	Iteration 18Q: 3 clusters Score -3612107 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3612175.000000 Penalty: 3347.373047
	Iteration 19Q: 3 clusters Score -3612175 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3612244.500000 Penalty: 3347.373047
	Iteration 20F: 3 clusters Score -3612244 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3612287.250000 Penalty: 3347.373047
	Iteration 21Q: 3 clusters Score -3612287 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3612334.750000 Penalty: 3347.373047
	Iteration 22Q: 3 clusters Score -3612335 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3612391.250000 Penalty: 3347.373047
	Iteration 23Q: 3 clusters Score -3612391 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3612437.000000 Penalty: 3347.373047
	Iteration 24Q: 3 clusters Score -3612437 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3612453.500000 Penalty: 3347.373047
	Iteration 25Q: 3 clusters Score -3612454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3612491.500000 Penalty: 3347.373047
	Iteration 26Q: 3 clusters Score -3612492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3612499.250000 Penalty: 3347.373047
	Iteration 27Q: 3 clusters Score -3612499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3612502.500000 Penalty: 3347.373047
	Iteration 28Q: 3 clusters Score -3612502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3612515.750000 Penalty: 3347.373047
	Iteration 29Q: 3 clusters Score -3612516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3612524.750000 Penalty: 3347.373047
	Iteration 30Q: 3 clusters Score -3612525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3612526.750000 Penalty: 3347.373047
	Iteration 31Q: 3 clusters Score -3612527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3612538.000000 Penalty: 3347.373047
	Iteration 32Q: 3 clusters Score -3612538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3612547.500000 Penalty: 3347.373047
	Iteration 33Q: 3 clusters Score -3612548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3612550.500000 Penalty: 3347.373047
	Iteration 34Q: 3 clusters Score -3612550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3612560.750000 Penalty: 3347.373047
	Iteration 35Q: 3 clusters Score -3612561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3612565.750000 Penalty: 3347.373047
	Iteration 36Q: 3 clusters Score -3612566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3612562.250000 Penalty: 3347.373047
	Iteration 37Q: 3 clusters Score -3612562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3612572.250000 Penalty: 3347.373047
	Iteration 38Q: 3 clusters Score -3612572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3612575.000000 Penalty: 3347.373047
	Iteration 39Q: 3 clusters Score -3612575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3612583.750000 Penalty: 3347.373047
	Iteration 40F: 3 clusters Score -3612584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3612598.000000 Penalty: 3347.373047
	Iteration 41Q: 3 clusters Score -3612598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3612595.250000 Penalty: 3347.373047
	Iteration 42Q: 3 clusters Score -3612595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3612606.250000 Penalty: 3347.373047
	Iteration 43Q: 3 clusters Score -3612606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3612603.250000 Penalty: 3347.373047
	Iteration 44Q: 3 clusters Score -3612603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3612609.000000 Penalty: 3347.373047
	Iteration 45Q: 3 clusters Score -3612609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3612606.750000 Penalty: 3347.373047
	Iteration 46Q: 3 clusters Score -3612607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3612609.500000 Penalty: 3347.373047
	Iteration 47Q: 3 clusters Score -3612610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3612605.250000 Penalty: 3347.373047
	Iteration 48Q: 3 clusters Score -3612605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3612606.250000 Penalty: 3347.373047
	Iteration 49Q: 3 clusters Score -3612606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3612608.750000 Penalty: 3347.373047
	Iteration 50Q: 3 clusters Score -3612609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3612608.750000 Penalty: 3347.373047
	Iteration 51F: 3 clusters Score -3612609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -15133.446289 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -15133.45 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 74 members 
Entering Unmasked Estep 
Score: -14537.250000 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -14537.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14622.083984 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -14622.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14657.141602 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -14657.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14660.452148 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -14660.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14660.452148 Penalty: 1612.924561
	Iteration 4F: 3 clusters Score -14660.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -942107.000000 Penalty: 1454.651123
	Iteration 0F: 2 clusters Score -942107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -936383.125000 Penalty: 2909.302246
	Iteration 0F: 3 clusters Score -936383.1 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -938107.312500 Penalty: 2909.302246
	Iteration 1F: 3 clusters Score -938107.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -938325.687500 Penalty: 2909.302246
	Iteration 2F: 3 clusters Score -938325.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -938471.500000 Penalty: 2909.302246
	Iteration 3Q: 3 clusters Score -938471.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -938602.375000 Penalty: 2909.302246
	Iteration 4Q: 3 clusters Score -938602.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -938727.812500 Penalty: 2909.302246
	Iteration 5Q: 3 clusters Score -938727.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -938843.375000 Penalty: 2909.302246
	Iteration 6Q: 3 clusters Score -938843.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -938961.562500 Penalty: 2909.302246
	Iteration 7Q: 3 clusters Score -938961.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -939096.625000 Penalty: 2909.302246
	Iteration 8Q: 3 clusters Score -939096.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -939240.125000 Penalty: 2909.302246
	Iteration 9Q: 3 clusters Score -939240.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -939432.062500 Penalty: 2909.302246
	Iteration 10Q: 3 clusters Score -939432.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -939667.500000 Penalty: 2909.302246
	Iteration 11Q: 3 clusters Score -939667.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -939883.687500 Penalty: 2909.302246
	Iteration 12Q: 3 clusters Score -939883.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -940070.500000 Penalty: 2909.302246
	Iteration 13Q: 3 clusters Score -940070.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -940225.562500 Penalty: 2909.302246
	Iteration 14Q: 3 clusters Score -940225.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -940353.875000 Penalty: 2909.302246
	Iteration 15Q: 3 clusters Score -940353.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -940454.937500 Penalty: 2909.302246
	Iteration 16Q: 3 clusters Score -940454.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -940537.250000 Penalty: 2909.302246
	Iteration 17Q: 3 clusters Score -940537.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -940602.000000 Penalty: 2909.302246
	Iteration 18Q: 3 clusters Score -940602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -940651.187500 Penalty: 2909.302246
	Iteration 19Q: 3 clusters Score -940651.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -940681.562500 Penalty: 2909.302246
	Iteration 20F: 3 clusters Score -940681.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -940715.375000 Penalty: 2909.302246
	Iteration 21Q: 3 clusters Score -940715.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -940743.187500 Penalty: 2909.302246
	Iteration 22Q: 3 clusters Score -940743.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -940765.437500 Penalty: 2909.302246
	Iteration 23Q: 3 clusters Score -940765.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -940781.250000 Penalty: 2909.302246
	Iteration 24Q: 3 clusters Score -940781.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -940798.937500 Penalty: 2909.302246
	Iteration 25Q: 3 clusters Score -940798.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -940813.812500 Penalty: 2909.302246
	Iteration 26Q: 3 clusters Score -940813.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -940823.562500 Penalty: 2909.302246
	Iteration 27Q: 3 clusters Score -940823.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -940831.500000 Penalty: 2909.302246
	Iteration 28Q: 3 clusters Score -940831.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -940839.687500 Penalty: 2909.302246
	Iteration 29Q: 3 clusters Score -940839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -940841.812500 Penalty: 2909.302246
	Iteration 30Q: 3 clusters Score -940841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -940844.687500 Penalty: 2909.302246
	Iteration 31Q: 3 clusters Score -940844.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -940845.625000 Penalty: 2909.302246
	Iteration 32Q: 3 clusters Score -940845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -940848.312500 Penalty: 2909.302246
	Iteration 33Q: 3 clusters Score -940848.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -940849.687500 Penalty: 2909.302246
	Iteration 34Q: 3 clusters Score -940849.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -940849.687500 Penalty: 2909.302246
	Iteration 35Q: 3 clusters Score -940849.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -940851.500000 Penalty: 2909.302246
	Iteration 36Q: 3 clusters Score -940851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -940851.000000 Penalty: 2909.302246
	Iteration 37Q: 3 clusters Score -940851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -940854.625000 Penalty: 2909.302246
	Iteration 38Q: 3 clusters Score -940854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -940855.187500 Penalty: 2909.302246
	Iteration 39Q: 3 clusters Score -940855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -940854.937500 Penalty: 2909.302246
	Iteration 40F: 3 clusters Score -940854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -940857.125000 Penalty: 2909.302246
	Iteration 41Q: 3 clusters Score -940857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -940858.375000 Penalty: 2909.302246
	Iteration 42Q: 3 clusters Score -940858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -940859.875000 Penalty: 2909.302246
	Iteration 43Q: 3 clusters Score -940859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -940861.812500 Penalty: 2909.302246
	Iteration 44Q: 3 clusters Score -940861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -940864.312500 Penalty: 2909.302246
	Iteration 45Q: 3 clusters Score -940864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -940867.250000 Penalty: 2909.302246
	Iteration 46Q: 3 clusters Score -940867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -940867.500000 Penalty: 2909.302246
	Iteration 47Q: 3 clusters Score -940867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -940868.062500 Penalty: 2909.302246
	Iteration 48Q: 3 clusters Score -940868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -940867.937500 Penalty: 2909.302246
	Iteration 49Q: 3 clusters Score -940867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -940870.375000 Penalty: 2909.302246
	Iteration 50Q: 3 clusters Score -940870.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -940872.062500 Penalty: 2909.302246
	Iteration 51Q: 3 clusters Score -940872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -940872.062500 Penalty: 2909.302246
	Iteration 52F: 3 clusters Score -940872.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -54428.710938 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -54428.71 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 166 members 
Entering Unmasked Estep 
Score: -53538.128906 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -53538.13 nChanged 75
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: -53690.273438 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -53690.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -53717.652344 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -53717.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -53734.804688 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -53734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -53743.171875 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -53743.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -53756.300781 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -53756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -53759.648438 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -53759.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -53765.578125 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -53765.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -53768.925781 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -53768.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -53768.925781 Penalty: 1890.561035
	Iteration 9F: 3 clusters Score -53768.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Entering Unmasked Estep 
Score: -3163445.250000 Penalty: 1651.544189
	Iteration 0F: 2 clusters Score -3163445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3146109.250000 Penalty: 3303.088379
	Iteration 0F: 3 clusters Score -3146109 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3152573.000000 Penalty: 3303.088379
	Iteration 1F: 3 clusters Score -3152573 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3152937.500000 Penalty: 3303.088379
	Iteration 2Q: 3 clusters Score -3152938 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3153293.000000 Penalty: 3303.088379
	Iteration 3Q: 3 clusters Score -3153293 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3153636.750000 Penalty: 3303.088379
	Iteration 4Q: 3 clusters Score -3153637 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3154041.250000 Penalty: 3303.088379
	Iteration 5Q: 3 clusters Score -3154041 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3154563.250000 Penalty: 3303.088379
	Iteration 6Q: 3 clusters Score -3154563 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3155268.750000 Penalty: 3303.088379
	Iteration 7F: 3 clusters Score -3155269 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3156152.250000 Penalty: 3303.088379
	Iteration 8F: 3 clusters Score -3156152 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3157277.000000 Penalty: 3303.088379
	Iteration 9F: 3 clusters Score -3157277 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3158603.000000 Penalty: 3303.088379
	Iteration 10F: 3 clusters Score -3158603 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3159740.500000 Penalty: 3303.088379
	Iteration 11Q: 3 clusters Score -3159740 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3160569.000000 Penalty: 3303.088379
	Iteration 12Q: 3 clusters Score -3160569 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3161048.750000 Penalty: 3303.088379
	Iteration 13Q: 3 clusters Score -3161049 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3161326.000000 Penalty: 3303.088379
	Iteration 14Q: 3 clusters Score -3161326 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3161552.250000 Penalty: 3303.088379
	Iteration 15Q: 3 clusters Score -3161552 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3161731.500000 Penalty: 3303.088379
	Iteration 16Q: 3 clusters Score -3161732 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3161828.500000 Penalty: 3303.088379
	Iteration 17Q: 3 clusters Score -3161828 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3161930.750000 Penalty: 3303.088379
	Iteration 18Q: 3 clusters Score -3161931 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -3161997.750000 Penalty: 3303.088379
	Iteration 19Q: 3 clusters Score -3161998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3162038.000000 Penalty: 3303.088379
	Iteration 20F: 3 clusters Score -3162038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3162075.500000 Penalty: 3303.088379
	Iteration 21Q: 3 clusters Score -3162076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3162094.750000 Penalty: 3303.088379
	Iteration 22Q: 3 clusters Score -3162095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3162110.500000 Penalty: 3303.088379
	Iteration 23Q: 3 clusters Score -3162110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3162115.750000 Penalty: 3303.088379
	Iteration 24Q: 3 clusters Score -3162116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3162125.500000 Penalty: 3303.088379
	Iteration 25Q: 3 clusters Score -3162126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3162136.000000 Penalty: 3303.088379
	Iteration 26Q: 3 clusters Score -3162136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3162140.250000 Penalty: 3303.088379
	Iteration 27Q: 3 clusters Score -3162140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3162142.000000 Penalty: 3303.088379
	Iteration 28Q: 3 clusters Score -3162142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3162147.000000 Penalty: 3303.088379
	Iteration 29Q: 3 clusters Score -3162147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3162148.000000 Penalty: 3303.088379
	Iteration 30Q: 3 clusters Score -3162148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3162155.750000 Penalty: 3303.088379
	Iteration 31Q: 3 clusters Score -3162156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3162150.500000 Penalty: 3303.088379
	Iteration 32Q: 3 clusters Score -3162150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3162152.250000 Penalty: 3303.088379
	Iteration 33Q: 3 clusters Score -3162152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3162160.250000 Penalty: 3303.088379
	Iteration 34Q: 3 clusters Score -3162160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3162161.000000 Penalty: 3303.088379
	Iteration 35Q: 3 clusters Score -3162161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3162165.250000 Penalty: 3303.088379
	Iteration 36Q: 3 clusters Score -3162165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3162168.250000 Penalty: 3303.088379
	Iteration 37Q: 3 clusters Score -3162168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3162169.000000 Penalty: 3303.088379
	Iteration 38Q: 3 clusters Score -3162169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3162171.750000 Penalty: 3303.088379
	Iteration 39Q: 3 clusters Score -3162172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3162176.000000 Penalty: 3303.088379
	Iteration 40F: 3 clusters Score -3162176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3162178.250000 Penalty: 3303.088379
	Iteration 41Q: 3 clusters Score -3162178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3162174.500000 Penalty: 3303.088379
	Iteration 42Q: 3 clusters Score -3162174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3162176.000000 Penalty: 3303.088379
	Iteration 43Q: 3 clusters Score -3162176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3162176.000000 Penalty: 3303.088379
	Iteration 44Q: 3 clusters Score -3162176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3162176.000000 Penalty: 3303.088379
	Iteration 45F: 3 clusters Score -3162176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Entering Unmasked Estep 
Score: -3500404.750000 Penalty: 1666.624268
	Iteration 0F: 2 clusters Score -3500405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3482369.000000 Penalty: 3333.248535
	Iteration 0F: 3 clusters Score -3482369 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3489589.500000 Penalty: 3333.248535
	Iteration 1F: 3 clusters Score -3489590 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3489908.750000 Penalty: 3333.248535
	Iteration 2Q: 3 clusters Score -3489909 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3490165.500000 Penalty: 3333.248535
	Iteration 3Q: 3 clusters Score -3490166 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3490425.500000 Penalty: 3333.248535
	Iteration 4Q: 3 clusters Score -3490426 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3490664.750000 Penalty: 3333.248535
	Iteration 5Q: 3 clusters Score -3490665 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3490973.500000 Penalty: 3333.248535
	Iteration 6Q: 3 clusters Score -3490974 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3491279.000000 Penalty: 3333.248535
	Iteration 7Q: 3 clusters Score -3491279 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3491610.250000 Penalty: 3333.248535
	Iteration 8Q: 3 clusters Score -3491610 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -3491996.500000 Penalty: 3333.248535
	Iteration 9Q: 3 clusters Score -3491996 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3492499.000000 Penalty: 3333.248535
	Iteration 10Q: 3 clusters Score -3492499 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3493159.750000 Penalty: 3333.248535
	Iteration 11Q: 3 clusters Score -3493160 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3494081.750000 Penalty: 3333.248535
	Iteration 12Q: 3 clusters Score -3494082 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3495146.250000 Penalty: 3333.248535
	Iteration 13Q: 3 clusters Score -3495146 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -3496107.000000 Penalty: 3333.248535
	Iteration 14Q: 3 clusters Score -3496107 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3496829.250000 Penalty: 3333.248535
	Iteration 15Q: 3 clusters Score -3496829 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3497412.500000 Penalty: 3333.248535
	Iteration 16Q: 3 clusters Score -3497412 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3497811.750000 Penalty: 3333.248535
	Iteration 17Q: 3 clusters Score -3497812 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3498082.500000 Penalty: 3333.248535
	Iteration 18Q: 3 clusters Score -3498082 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3498310.250000 Penalty: 3333.248535
	Iteration 19Q: 3 clusters Score -3498310 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3498450.000000 Penalty: 3333.248535
	Iteration 20F: 3 clusters Score -3498450 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3498634.250000 Penalty: 3333.248535
	Iteration 21Q: 3 clusters Score -3498634 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3498776.500000 Penalty: 3333.248535
	Iteration 22Q: 3 clusters Score -3498776 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3498938.250000 Penalty: 3333.248535
	Iteration 23Q: 3 clusters Score -3498938 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3498998.750000 Penalty: 3333.248535
	Iteration 24Q: 3 clusters Score -3498999 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3499053.750000 Penalty: 3333.248535
	Iteration 25Q: 3 clusters Score -3499054 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3499083.000000 Penalty: 3333.248535
	Iteration 26Q: 3 clusters Score -3499083 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3499109.250000 Penalty: 3333.248535
	Iteration 27Q: 3 clusters Score -3499109 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3499123.250000 Penalty: 3333.248535
	Iteration 28Q: 3 clusters Score -3499123 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3499136.500000 Penalty: 3333.248535
	Iteration 29Q: 3 clusters Score -3499136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3499161.250000 Penalty: 3333.248535
	Iteration 30Q: 3 clusters Score -3499161 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3499159.250000 Penalty: 3333.248535
	Iteration 31Q: 3 clusters Score -3499159 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3499158.750000 Penalty: 3333.248535
	Iteration 32Q: 3 clusters Score -3499159 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -3499184.000000 Penalty: 3333.248535
	Iteration 33Q: 3 clusters Score -3499184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3499185.000000 Penalty: 3333.248535
	Iteration 34Q: 3 clusters Score -3499185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3499173.500000 Penalty: 3333.248535
	Iteration 35Q: 3 clusters Score -3499174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3499176.250000 Penalty: 3333.248535
	Iteration 36Q: 3 clusters Score -3499176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3499184.000000 Penalty: 3333.248535
	Iteration 37Q: 3 clusters Score -3499184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3499187.000000 Penalty: 3333.248535
	Iteration 38Q: 3 clusters Score -3499187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3499197.500000 Penalty: 3333.248535
	Iteration 39Q: 3 clusters Score -3499198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3499203.750000 Penalty: 3333.248535
	Iteration 40F: 3 clusters Score -3499204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3499216.000000 Penalty: 3333.248535
	Iteration 41Q: 3 clusters Score -3499216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3499228.250000 Penalty: 3333.248535
	Iteration 42Q: 3 clusters Score -3499228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3499235.500000 Penalty: 3333.248535
	Iteration 43Q: 3 clusters Score -3499236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3499247.250000 Penalty: 3333.248535
	Iteration 44Q: 3 clusters Score -3499247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3499248.000000 Penalty: 3333.248535
	Iteration 45Q: 3 clusters Score -3499248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3499252.000000 Penalty: 3333.248535
	Iteration 46Q: 3 clusters Score -3499252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3499255.500000 Penalty: 3333.248535
	Iteration 47Q: 3 clusters Score -3499256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3499256.250000 Penalty: 3333.248535
	Iteration 48Q: 3 clusters Score -3499256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3499261.750000 Penalty: 3333.248535
	Iteration 49Q: 3 clusters Score -3499262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3499266.000000 Penalty: 3333.248535
	Iteration 50Q: 3 clusters Score -3499266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3499269.750000 Penalty: 3333.248535
	Iteration 51Q: 3 clusters Score -3499270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3499259.500000 Penalty: 3333.248535
	Iteration 52Q: 3 clusters Score -3499260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3499257.000000 Penalty: 3333.248535
	Iteration 53Q: 3 clusters Score -3499257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3499262.500000 Penalty: 3333.248535
	Iteration 54Q: 3 clusters Score -3499262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3499267.500000 Penalty: 3333.248535
	Iteration 55Q: 3 clusters Score -3499268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3499272.750000 Penalty: 3333.248535
	Iteration 56Q: 3 clusters Score -3499273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3499273.750000 Penalty: 3333.248535
	Iteration 57Q: 3 clusters Score -3499274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3499277.750000 Penalty: 3333.248535
	Iteration 58Q: 3 clusters Score -3499278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3499275.500000 Penalty: 3333.248535
	Iteration 59Q: 3 clusters Score -3499276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3499278.750000 Penalty: 3333.248535
	Iteration 60F: 3 clusters Score -3499279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3499286.500000 Penalty: 3333.248535
	Iteration 61Q: 3 clusters Score -3499286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3499292.500000 Penalty: 3333.248535
	Iteration 62Q: 3 clusters Score -3499292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3499289.750000 Penalty: 3333.248535
	Iteration 63Q: 3 clusters Score -3499290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3499295.000000 Penalty: 3333.248535
	Iteration 64Q: 3 clusters Score -3499295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3499300.000000 Penalty: 3333.248535
	Iteration 65Q: 3 clusters Score -3499300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3499299.250000 Penalty: 3333.248535
	Iteration 66Q: 3 clusters Score -3499299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3499297.500000 Penalty: 3333.248535
	Iteration 67Q: 3 clusters Score -3499298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3499294.250000 Penalty: 3333.248535
	Iteration 68Q: 3 clusters Score -3499294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3499292.750000 Penalty: 3333.248535
	Iteration 69Q: 3 clusters Score -3499293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3499292.500000 Penalty: 3333.248535
	Iteration 70Q: 3 clusters Score -3499292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3499290.250000 Penalty: 3333.248535
	Iteration 71Q: 3 clusters Score -3499290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3499305.750000 Penalty: 3333.248535
	Iteration 72Q: 3 clusters Score -3499306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -3499320.250000 Penalty: 3333.248535
	Iteration 73Q: 3 clusters Score -3499320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3499324.000000 Penalty: 3333.248535
	Iteration 74Q: 3 clusters Score -3499324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3499327.750000 Penalty: 3333.248535
	Iteration 75Q: 3 clusters Score -3499328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3499330.500000 Penalty: 3333.248535
	Iteration 76Q: 3 clusters Score -3499330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3499329.750000 Penalty: 3333.248535
	Iteration 77Q: 3 clusters Score -3499330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3499334.000000 Penalty: 3333.248535
	Iteration 78Q: 3 clusters Score -3499334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3499337.000000 Penalty: 3333.248535
	Iteration 79Q: 3 clusters Score -3499337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3499338.250000 Penalty: 3333.248535
	Iteration 80F: 3 clusters Score -3499338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3499339.250000 Penalty: 3333.248535
	Iteration 81Q: 3 clusters Score -3499339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3499339.250000 Penalty: 3333.248535
	Iteration 82Q: 3 clusters Score -3499339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3499339.250000 Penalty: 3333.248535
	Iteration 83F: 3 clusters Score -3499339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Entering Unmasked Estep 
Score: -951118.625000 Penalty: 1463.916016
	Iteration 0F: 2 clusters Score -951118.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -945169.000000 Penalty: 2927.832031
	Iteration 0F: 3 clusters Score -945169 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -947161.062500 Penalty: 2927.832031
	Iteration 1F: 3 clusters Score -947161.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -947536.500000 Penalty: 2927.832031
	Iteration 2F: 3 clusters Score -947536.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -947983.687500 Penalty: 2927.832031
	Iteration 3F: 3 clusters Score -947983.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -948445.687500 Penalty: 2927.832031
	Iteration 4F: 3 clusters Score -948445.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -948819.125000 Penalty: 2927.832031
	Iteration 5F: 3 clusters Score -948819.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -949118.125000 Penalty: 2927.832031
	Iteration 6F: 3 clusters Score -949118.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -949330.937500 Penalty: 2927.832031
	Iteration 7Q: 3 clusters Score -949330.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -949466.750000 Penalty: 2927.832031
	Iteration 8Q: 3 clusters Score -949466.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -949573.500000 Penalty: 2927.832031
	Iteration 9Q: 3 clusters Score -949573.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -949660.875000 Penalty: 2927.832031
	Iteration 10Q: 3 clusters Score -949660.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -949751.187500 Penalty: 2927.832031
	Iteration 11Q: 3 clusters Score -949751.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -949840.937500 Penalty: 2927.832031
	Iteration 12Q: 3 clusters Score -949840.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -949963.000000 Penalty: 2927.832031
	Iteration 13Q: 3 clusters Score -949963 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -950152.000000 Penalty: 2927.832031
	Iteration 14Q: 3 clusters Score -950152 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -950342.000000 Penalty: 2927.832031
	Iteration 15Q: 3 clusters Score -950342 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -950477.812500 Penalty: 2927.832031
	Iteration 16Q: 3 clusters Score -950477.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -950569.937500 Penalty: 2927.832031
	Iteration 17Q: 3 clusters Score -950569.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -950617.687500 Penalty: 2927.832031
	Iteration 18Q: 3 clusters Score -950617.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -950653.500000 Penalty: 2927.832031
	Iteration 19Q: 3 clusters Score -950653.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -950673.625000 Penalty: 2927.832031
	Iteration 20F: 3 clusters Score -950673.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -950694.500000 Penalty: 2927.832031
	Iteration 21Q: 3 clusters Score -950694.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -950705.062500 Penalty: 2927.832031
	Iteration 22Q: 3 clusters Score -950705.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -950713.250000 Penalty: 2927.832031
	Iteration 23Q: 3 clusters Score -950713.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -950715.062500 Penalty: 2927.832031
	Iteration 24Q: 3 clusters Score -950715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -950718.062500 Penalty: 2927.832031
	Iteration 25Q: 3 clusters Score -950718.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -950721.937500 Penalty: 2927.832031
	Iteration 26Q: 3 clusters Score -950721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -950723.750000 Penalty: 2927.832031
	Iteration 27Q: 3 clusters Score -950723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -950727.125000 Penalty: 2927.832031
	Iteration 28Q: 3 clusters Score -950727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -950728.187500 Penalty: 2927.832031
	Iteration 29Q: 3 clusters Score -950728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -950728.375000 Penalty: 2927.832031
	Iteration 30Q: 3 clusters Score -950728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -950729.250000 Penalty: 2927.832031
	Iteration 31Q: 3 clusters Score -950729.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -950729.250000 Penalty: 2927.832031
	Iteration 32F: 3 clusters Score -950729.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Entering Unmasked Estep 
Score: -3966955.000000 Penalty: 1687.971558
	Iteration 0F: 2 clusters Score -3966955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3945856.250000 Penalty: 3375.943115
	Iteration 0F: 3 clusters Score -3945856 nChanged 15137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3954365.250000 Penalty: 3375.943115
	Iteration 1F: 3 clusters Score -3954365 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3954765.250000 Penalty: 3375.943115
	Iteration 2Q: 3 clusters Score -3954765 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -3955132.250000 Penalty: 3375.943115
	Iteration 3Q: 3 clusters Score -3955132 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3955584.750000 Penalty: 3375.943115
	Iteration 4Q: 3 clusters Score -3955585 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3956166.250000 Penalty: 3375.943115
	Iteration 5Q: 3 clusters Score -3956166 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3956843.500000 Penalty: 3375.943115
	Iteration 6Q: 3 clusters Score -3956844 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3957741.000000 Penalty: 3375.943115
	Iteration 7F: 3 clusters Score -3957741 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3958949.000000 Penalty: 3375.943115
	Iteration 8F: 3 clusters Score -3958949 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3960206.500000 Penalty: 3375.943115
	Iteration 9F: 3 clusters Score -3960206 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -3961367.250000 Penalty: 3375.943115
	Iteration 10F: 3 clusters Score -3961367 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3962118.750000 Penalty: 3375.943115
	Iteration 11Q: 3 clusters Score -3962119 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -3962535.750000 Penalty: 3375.943115
	Iteration 12Q: 3 clusters Score -3962536 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3962800.750000 Penalty: 3375.943115
	Iteration 13Q: 3 clusters Score -3962801 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3962975.000000 Penalty: 3375.943115
	Iteration 14Q: 3 clusters Score -3962975 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -3963147.000000 Penalty: 3375.943115
	Iteration 15Q: 3 clusters Score -3963147 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3963315.250000 Penalty: 3375.943115
	Iteration 16Q: 3 clusters Score -3963315 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3963459.000000 Penalty: 3375.943115
	Iteration 17Q: 3 clusters Score -3963459 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3963599.500000 Penalty: 3375.943115
	Iteration 18Q: 3 clusters Score -3963600 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3963735.750000 Penalty: 3375.943115
	Iteration 19Q: 3 clusters Score -3963736 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3963871.000000 Penalty: 3375.943115
	Iteration 20F: 3 clusters Score -3963871 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3964011.750000 Penalty: 3375.943115
	Iteration 21Q: 3 clusters Score -3964012 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3964179.500000 Penalty: 3375.943115
	Iteration 22Q: 3 clusters Score -3964180 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3964310.000000 Penalty: 3375.943115
	Iteration 23Q: 3 clusters Score -3964310 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -3964443.750000 Penalty: 3375.943115
	Iteration 24Q: 3 clusters Score -3964444 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -3964550.750000 Penalty: 3375.943115
	Iteration 25Q: 3 clusters Score -3964551 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -3964672.250000 Penalty: 3375.943115
	Iteration 26Q: 3 clusters Score -3964672 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3964815.750000 Penalty: 3375.943115
	Iteration 27Q: 3 clusters Score -3964816 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3964898.000000 Penalty: 3375.943115
	Iteration 28Q: 3 clusters Score -3964898 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -3964988.250000 Penalty: 3375.943115
	Iteration 29Q: 3 clusters Score -3964988 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -3965061.750000 Penalty: 3375.943115
	Iteration 30Q: 3 clusters Score -3965062 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3965162.000000 Penalty: 3375.943115
	Iteration 31Q: 3 clusters Score -3965162 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -3965246.750000 Penalty: 3375.943115
	Iteration 32Q: 3 clusters Score -3965247 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -3965287.250000 Penalty: 3375.943115
	Iteration 33Q: 3 clusters Score -3965287 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3965352.000000 Penalty: 3375.943115
	Iteration 34Q: 3 clusters Score -3965352 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -3965398.500000 Penalty: 3375.943115
	Iteration 35Q: 3 clusters Score -3965398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3965435.000000 Penalty: 3375.943115
	Iteration 36Q: 3 clusters Score -3965435 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -3965471.250000 Penalty: 3375.943115
	Iteration 37Q: 3 clusters Score -3965471 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -3965504.250000 Penalty: 3375.943115
	Iteration 38Q: 3 clusters Score -3965504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -3965522.250000 Penalty: 3375.943115
	Iteration 39Q: 3 clusters Score -3965522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -3965538.250000 Penalty: 3375.943115
	Iteration 40F: 3 clusters Score -3965538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -3965561.750000 Penalty: 3375.943115
	Iteration 41Q: 3 clusters Score -3965562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -3965582.000000 Penalty: 3375.943115
	Iteration 42Q: 3 clusters Score -3965582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -3965595.750000 Penalty: 3375.943115
	Iteration 43Q: 3 clusters Score -3965596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -3965619.500000 Penalty: 3375.943115
	Iteration 44Q: 3 clusters Score -3965620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -3965642.750000 Penalty: 3375.943115
	Iteration 45Q: 3 clusters Score -3965643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -3965657.500000 Penalty: 3375.943115
	Iteration 46Q: 3 clusters Score -3965658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -3965667.750000 Penalty: 3375.943115
	Iteration 47Q: 3 clusters Score -3965668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -3965662.750000 Penalty: 3375.943115
	Iteration 48Q: 3 clusters Score -3965663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -3965659.500000 Penalty: 3375.943115
	Iteration 49Q: 3 clusters Score -3965660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -3965665.000000 Penalty: 3375.943115
	Iteration 50Q: 3 clusters Score -3965665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -3965668.750000 Penalty: 3375.943115
	Iteration 51Q: 3 clusters Score -3965669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -3965664.500000 Penalty: 3375.943115
	Iteration 52Q: 3 clusters Score -3965664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3965675.750000 Penalty: 3375.943115
	Iteration 53Q: 3 clusters Score -3965676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -3965679.500000 Penalty: 3375.943115
	Iteration 54Q: 3 clusters Score -3965680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -3965679.750000 Penalty: 3375.943115
	Iteration 55Q: 3 clusters Score -3965680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -3965682.500000 Penalty: 3375.943115
	Iteration 56Q: 3 clusters Score -3965682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -3965683.750000 Penalty: 3375.943115
	Iteration 57Q: 3 clusters Score -3965684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -3965684.000000 Penalty: 3375.943115
	Iteration 58Q: 3 clusters Score -3965684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -3965683.000000 Penalty: 3375.943115
	Iteration 59Q: 3 clusters Score -3965683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -3965683.000000 Penalty: 3375.943115
	Iteration 60F: 3 clusters Score -3965683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Entering Unmasked Estep 
Score: -3559094.250000 Penalty: 1671.528931
	Iteration 0F: 2 clusters Score -3559094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3540122.250000 Penalty: 3343.057861
	Iteration 0F: 3 clusters Score -3540122 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3547724.000000 Penalty: 3343.057861
	Iteration 1F: 3 clusters Score -3547724 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3548147.500000 Penalty: 3343.057861
	Iteration 2Q: 3 clusters Score -3548148 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3548588.750000 Penalty: 3343.057861
	Iteration 3Q: 3 clusters Score -3548589 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3549026.250000 Penalty: 3343.057861
	Iteration 4Q: 3 clusters Score -3549026 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3549529.750000 Penalty: 3343.057861
	Iteration 5Q: 3 clusters Score -3549530 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3550142.250000 Penalty: 3343.057861
	Iteration 6Q: 3 clusters Score -3550142 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3550958.000000 Penalty: 3343.057861
	Iteration 7Q: 3 clusters Score -3550958 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3551956.000000 Penalty: 3343.057861
	Iteration 8Q: 3 clusters Score -3551956 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3553033.750000 Penalty: 3343.057861
	Iteration 9Q: 3 clusters Score -3553034 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3553905.000000 Penalty: 3343.057861
	Iteration 10Q: 3 clusters Score -3553905 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -3554494.500000 Penalty: 3343.057861
	Iteration 11Q: 3 clusters Score -3554494 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -3554928.750000 Penalty: 3343.057861
	Iteration 12Q: 3 clusters Score -3554929 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -3555274.000000 Penalty: 3343.057861
	Iteration 13Q: 3 clusters Score -3555274 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3555569.250000 Penalty: 3343.057861
	Iteration 14Q: 3 clusters Score -3555569 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3555815.750000 Penalty: 3343.057861
	Iteration 15Q: 3 clusters Score -3555816 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3556041.500000 Penalty: 3343.057861
	Iteration 16Q: 3 clusters Score -3556042 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3556259.500000 Penalty: 3343.057861
	Iteration 17Q: 3 clusters Score -3556260 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3556467.250000 Penalty: 3343.057861
	Iteration 18Q: 3 clusters Score -3556467 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3556619.500000 Penalty: 3343.057861
	Iteration 19Q: 3 clusters Score -3556620 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3556746.500000 Penalty: 3343.057861
	Iteration 20F: 3 clusters Score -3556746 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3556885.500000 Penalty: 3343.057861
	Iteration 21Q: 3 clusters Score -3556886 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3556991.250000 Penalty: 3343.057861
	Iteration 22Q: 3 clusters Score -3556991 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3557084.000000 Penalty: 3343.057861
	Iteration 23Q: 3 clusters Score -3557084 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3557169.500000 Penalty: 3343.057861
	Iteration 24Q: 3 clusters Score -3557170 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3557234.750000 Penalty: 3343.057861
	Iteration 25Q: 3 clusters Score -3557235 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3557289.000000 Penalty: 3343.057861
	Iteration 26Q: 3 clusters Score -3557289 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3557372.250000 Penalty: 3343.057861
	Iteration 27Q: 3 clusters Score -3557372 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3557425.500000 Penalty: 3343.057861
	Iteration 28Q: 3 clusters Score -3557426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3557479.500000 Penalty: 3343.057861
	Iteration 29Q: 3 clusters Score -3557480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3557515.250000 Penalty: 3343.057861
	Iteration 30Q: 3 clusters Score -3557515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3557543.000000 Penalty: 3343.057861
	Iteration 31Q: 3 clusters Score -3557543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3557579.250000 Penalty: 3343.057861
	Iteration 32Q: 3 clusters Score -3557579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3557599.250000 Penalty: 3343.057861
	Iteration 33Q: 3 clusters Score -3557599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3557623.000000 Penalty: 3343.057861
	Iteration 34Q: 3 clusters Score -3557623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3557642.500000 Penalty: 3343.057861
	Iteration 35Q: 3 clusters Score -3557642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3557657.750000 Penalty: 3343.057861
	Iteration 36Q: 3 clusters Score -3557658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3557667.250000 Penalty: 3343.057861
	Iteration 37Q: 3 clusters Score -3557667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3557679.750000 Penalty: 3343.057861
	Iteration 38Q: 3 clusters Score -3557680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3557695.750000 Penalty: 3343.057861
	Iteration 39Q: 3 clusters Score -3557696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3557697.250000 Penalty: 3343.057861
	Iteration 40F: 3 clusters Score -3557697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3557694.500000 Penalty: 3343.057861
	Iteration 41Q: 3 clusters Score -3557694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3557697.500000 Penalty: 3343.057861
	Iteration 42Q: 3 clusters Score -3557698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3557697.500000 Penalty: 3343.057861
	Iteration 43F: 3 clusters Score -3557698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -171891.671875 Penalty: 1186.326782
	Iteration 0F: 2 clusters Score -171891.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -170140.484375 Penalty: 2372.653564
	Iteration 0F: 3 clusters Score -170140.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -170486.125000 Penalty: 2372.653564
	Iteration 1F: 3 clusters Score -170486.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -170564.062500 Penalty: 2372.653564
	Iteration 2F: 3 clusters Score -170564.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -170601.328125 Penalty: 2372.653564
	Iteration 3Q: 3 clusters Score -170601.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -170627.187500 Penalty: 2372.653564
	Iteration 4Q: 3 clusters Score -170627.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -170649.562500 Penalty: 2372.653564
	Iteration 5Q: 3 clusters Score -170649.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -170668.343750 Penalty: 2372.653564
	Iteration 6Q: 3 clusters Score -170668.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -170682.609375 Penalty: 2372.653564
	Iteration 7Q: 3 clusters Score -170682.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -170698.375000 Penalty: 2372.653564
	Iteration 8Q: 3 clusters Score -170698.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -170704.968750 Penalty: 2372.653564
	Iteration 9Q: 3 clusters Score -170705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -170710.937500 Penalty: 2372.653564
	Iteration 10Q: 3 clusters Score -170710.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -170716.625000 Penalty: 2372.653564
	Iteration 11Q: 3 clusters Score -170716.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -170722.859375 Penalty: 2372.653564
	Iteration 12Q: 3 clusters Score -170722.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -170726.406250 Penalty: 2372.653564
	Iteration 13Q: 3 clusters Score -170726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -170729.562500 Penalty: 2372.653564
	Iteration 14Q: 3 clusters Score -170729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -170733.593750 Penalty: 2372.653564
	Iteration 15Q: 3 clusters Score -170733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -170734.625000 Penalty: 2372.653564
	Iteration 16Q: 3 clusters Score -170734.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -170734.656250 Penalty: 2372.653564
	Iteration 17Q: 3 clusters Score -170734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -170735.156250 Penalty: 2372.653564
	Iteration 18Q: 3 clusters Score -170735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -170735.156250 Penalty: 2372.653564
	Iteration 19F: 3 clusters Score -170735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26876 members 
Mstep: Class 7 contains 28659 members 
Mstep: Class 8 contains 29721 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7721 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25935 members 
Mstep: Class 15 contains 28457 members 
Mstep: Class 16 contains 8174 members 
Mstep: Class 17 contains 32452 members 
Mstep: Class 18 contains 29329 members 
Mstep: Class 19 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441858.000000 Penalty: 25983.595703
Iteration 159Q: 14 clusters Score -2.644186e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26882 members 
Mstep: Class 7 contains 28666 members 
Mstep: Class 8 contains 29731 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7716 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25925 members 
Mstep: Class 15 contains 28456 members 
Mstep: Class 16 contains 8182 members 
Mstep: Class 17 contains 32453 members 
Mstep: Class 18 contains 29313 members 
Mstep: Class 19 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441844.000000 Penalty: 25983.595703
Iteration 160F: 14 clusters Score -2.644184e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26885 members 
Mstep: Class 7 contains 28666 members 
Mstep: Class 8 contains 29743 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7714 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25923 members 
Mstep: Class 15 contains 28448 members 
Mstep: Class 16 contains 8191 members 
Mstep: Class 17 contains 32455 members 
Mstep: Class 18 contains 29298 members 
Mstep: Class 19 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441852.000000 Penalty: 25983.595703
Iteration 161Q: 14 clusters Score -2.644185e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26884 members 
Mstep: Class 7 contains 28665 members 
Mstep: Class 8 contains 29748 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7713 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25913 members 
Mstep: Class 15 contains 28448 members 
Mstep: Class 16 contains 8195 members 
Mstep: Class 17 contains 32476 members 
Mstep: Class 18 contains 29279 members 
Mstep: Class 19 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441832.000000 Penalty: 25983.595703
Iteration 162Q: 14 clusters Score -2.644183e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26889 members 
Mstep: Class 7 contains 28666 members 
Mstep: Class 8 contains 29747 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7715 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25908 members 
Mstep: Class 15 contains 28450 members 
Mstep: Class 16 contains 8200 members 
Mstep: Class 17 contains 32491 members 
Mstep: Class 18 contains 29253 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441774.000000 Penalty: 25983.595703
Iteration 163Q: 14 clusters Score -2.644177e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26883 members 
Mstep: Class 7 contains 28669 members 
Mstep: Class 8 contains 29759 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7715 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25901 members 
Mstep: Class 15 contains 28449 members 
Mstep: Class 16 contains 8206 members 
Mstep: Class 17 contains 32499 members 
Mstep: Class 18 contains 29238 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441808.000000 Penalty: 25983.595703
Iteration 164Q: 14 clusters Score -2.644181e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26887 members 
Mstep: Class 7 contains 28675 members 
Mstep: Class 8 contains 29768 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7717 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25901 members 
Mstep: Class 15 contains 28445 members 
Mstep: Class 16 contains 8211 members 
Mstep: Class 17 contains 32502 members 
Mstep: Class 18 contains 29212 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441806.000000 Penalty: 25983.595703
Iteration 165Q: 14 clusters Score -2.644181e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26892 members 
Mstep: Class 7 contains 28663 members 
Mstep: Class 8 contains 29777 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7716 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25900 members 
Mstep: Class 15 contains 28444 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 32513 members 
Mstep: Class 18 contains 29193 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441760.000000 Penalty: 25983.595703
Iteration 166Q: 14 clusters Score -2.644176e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26887 members 
Mstep: Class 7 contains 28657 members 
Mstep: Class 8 contains 29796 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7717 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25895 members 
Mstep: Class 15 contains 28436 members 
Mstep: Class 16 contains 8229 members 
Mstep: Class 17 contains 32528 members 
Mstep: Class 18 contains 29173 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441766.000000 Penalty: 25983.595703
Iteration 167Q: 14 clusters Score -2.644177e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26877 members 
Mstep: Class 7 contains 28655 members 
Mstep: Class 8 contains 29816 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7712 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25886 members 
Mstep: Class 15 contains 28433 members 
Mstep: Class 16 contains 8240 members 
Mstep: Class 17 contains 32544 members 
Mstep: Class 18 contains 29155 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441798.000000 Penalty: 25983.595703
Iteration 168Q: 14 clusters Score -2.64418e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26877 members 
Mstep: Class 7 contains 28648 members 
Mstep: Class 8 contains 29818 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7707 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25885 members 
Mstep: Class 15 contains 28438 members 
Mstep: Class 16 contains 8250 members 
Mstep: Class 17 contains 32554 members 
Mstep: Class 18 contains 29141 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441822.000000 Penalty: 25983.595703
Iteration 169Q: 14 clusters Score -2.644182e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26870 members 
Mstep: Class 7 contains 28650 members 
Mstep: Class 8 contains 29816 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7705 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25886 members 
Mstep: Class 15 contains 28441 members 
Mstep: Class 16 contains 8262 members 
Mstep: Class 17 contains 32563 members 
Mstep: Class 18 contains 29125 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441826.000000 Penalty: 25983.595703
Iteration 170Q: 14 clusters Score -2.644183e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26863 members 
Mstep: Class 7 contains 28655 members 
Mstep: Class 8 contains 29810 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7702 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25886 members 
Mstep: Class 15 contains 28443 members 
Mstep: Class 16 contains 8269 members 
Mstep: Class 17 contains 32576 members 
Mstep: Class 18 contains 29114 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441750.000000 Penalty: 25983.595703
Iteration 171Q: 14 clusters Score -2.644175e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26869 members 
Mstep: Class 7 contains 28658 members 
Mstep: Class 8 contains 29804 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25886 members 
Mstep: Class 15 contains 28447 members 
Mstep: Class 16 contains 8274 members 
Mstep: Class 17 contains 32584 members 
Mstep: Class 18 contains 29096 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441786.000000 Penalty: 25983.595703
Iteration 172Q: 14 clusters Score -2.644179e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26887 members 
Mstep: Class 7 contains 28660 members 
Mstep: Class 8 contains 29803 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25881 members 
Mstep: Class 15 contains 28447 members 
Mstep: Class 16 contains 8277 members 
Mstep: Class 17 contains 32595 members 
Mstep: Class 18 contains 29071 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441776.000000 Penalty: 25983.595703
Iteration 173Q: 14 clusters Score -2.644178e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26892 members 
Mstep: Class 7 contains 28661 members 
Mstep: Class 8 contains 29788 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25874 members 
Mstep: Class 15 contains 28456 members 
Mstep: Class 16 contains 8278 members 
Mstep: Class 17 contains 32615 members 
Mstep: Class 18 contains 29058 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441808.000000 Penalty: 25983.595703
Iteration 174Q: 14 clusters Score -2.644181e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26881 members 
Mstep: Class 7 contains 28671 members 
Mstep: Class 8 contains 29792 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25880 members 
Mstep: Class 15 contains 28458 members 
Mstep: Class 16 contains 8281 members 
Mstep: Class 17 contains 32619 members 
Mstep: Class 18 contains 29040 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441794.000000 Penalty: 25983.595703
Iteration 175Q: 14 clusters Score -2.644179e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26874 members 
Mstep: Class 7 contains 28683 members 
Mstep: Class 8 contains 29790 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7694 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25881 members 
Mstep: Class 15 contains 28458 members 
Mstep: Class 16 contains 8284 members 
Mstep: Class 17 contains 32629 members 
Mstep: Class 18 contains 29024 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441808.000000 Penalty: 25983.595703
Iteration 176Q: 14 clusters Score -2.644181e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26872 members 
Mstep: Class 7 contains 28691 members 
Mstep: Class 8 contains 29786 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25880 members 
Mstep: Class 15 contains 28461 members 
Mstep: Class 16 contains 8289 members 
Mstep: Class 17 contains 32629 members 
Mstep: Class 18 contains 29017 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441804.000000 Penalty: 25983.595703
Iteration 177Q: 14 clusters Score -2.64418e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26872 members 
Mstep: Class 7 contains 28695 members 
Mstep: Class 8 contains 29782 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25876 members 
Mstep: Class 15 contains 28463 members 
Mstep: Class 16 contains 8293 members 
Mstep: Class 17 contains 32629 members 
Mstep: Class 18 contains 29015 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441816.000000 Penalty: 25983.595703
Iteration 178Q: 14 clusters Score -2.644182e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26877 members 
Mstep: Class 7 contains 28699 members 
Mstep: Class 8 contains 29782 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7691 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25871 members 
Mstep: Class 15 contains 28463 members 
Mstep: Class 16 contains 8298 members 
Mstep: Class 17 contains 32627 members 
Mstep: Class 18 contains 29009 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441856.000000 Penalty: 25983.595703
Iteration 179Q: 14 clusters Score -2.644186e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26880 members 
Mstep: Class 7 contains 28702 members 
Mstep: Class 8 contains 29783 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25866 members 
Mstep: Class 15 contains 28462 members 
Mstep: Class 16 contains 8304 members 
Mstep: Class 17 contains 32615 members 
Mstep: Class 18 contains 29017 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441858.000000 Penalty: 25983.595703
Iteration 180F: 14 clusters Score -2.644186e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26881 members 
Mstep: Class 7 contains 28704 members 
Mstep: Class 8 contains 29791 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7689 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25864 members 
Mstep: Class 15 contains 28463 members 
Mstep: Class 16 contains 8312 members 
Mstep: Class 17 contains 32607 members 
Mstep: Class 18 contains 29006 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441874.000000 Penalty: 25983.595703
Iteration 181Q: 14 clusters Score -2.644187e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26875 members 
Mstep: Class 7 contains 28695 members 
Mstep: Class 8 contains 29801 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7691 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25870 members 
Mstep: Class 15 contains 28465 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 32606 members 
Mstep: Class 18 contains 28995 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441890.000000 Penalty: 25983.595703
Iteration 182Q: 14 clusters Score -2.644189e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26868 members 
Mstep: Class 7 contains 28698 members 
Mstep: Class 8 contains 29808 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25869 members 
Mstep: Class 15 contains 28465 members 
Mstep: Class 16 contains 8327 members 
Mstep: Class 17 contains 32599 members 
Mstep: Class 18 contains 28994 members 
Mstep: Class 19 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441838.000000 Penalty: 25983.595703
Iteration 183Q: 14 clusters Score -2.644184e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26867 members 
Mstep: Class 7 contains 28698 members 
Mstep: Class 8 contains 29820 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25861 members 
Mstep: Class 15 contains 28467 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 32593 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441876.000000 Penalty: 25983.595703
Iteration 184Q: 14 clusters Score -2.644188e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26870 members 
Mstep: Class 7 contains 28701 members 
Mstep: Class 8 contains 29837 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7691 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25850 members 
Mstep: Class 15 contains 28470 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 32578 members 
Mstep: Class 18 contains 28985 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441890.000000 Penalty: 25983.595703
Iteration 185Q: 14 clusters Score -2.644189e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26886 members 
Mstep: Class 7 contains 28693 members 
Mstep: Class 8 contains 29853 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25840 members 
Mstep: Class 15 contains 28474 members 
Mstep: Class 16 contains 8340 members 
Mstep: Class 17 contains 32558 members 
Mstep: Class 18 contains 28983 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441866.000000 Penalty: 25983.595703
Iteration 186Q: 14 clusters Score -2.644187e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26884 members 
Mstep: Class 7 contains 28691 members 
Mstep: Class 8 contains 29859 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25841 members 
Mstep: Class 15 contains 28481 members 
Mstep: Class 16 contains 8346 members 
Mstep: Class 17 contains 32560 members 
Mstep: Class 18 contains 28965 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441860.000000 Penalty: 25983.595703
Iteration 187Q: 14 clusters Score -2.644186e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26876 members 
Mstep: Class 7 contains 28681 members 
Mstep: Class 8 contains 29864 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25843 members 
Mstep: Class 15 contains 28485 members 
Mstep: Class 16 contains 8353 members 
Mstep: Class 17 contains 32584 members 
Mstep: Class 18 contains 28941 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441856.000000 Penalty: 25983.595703
Iteration 188Q: 14 clusters Score -2.644186e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26881 members 
Mstep: Class 7 contains 28672 members 
Mstep: Class 8 contains 29866 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7691 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25833 members 
Mstep: Class 15 contains 28488 members 
Mstep: Class 16 contains 8359 members 
Mstep: Class 17 contains 32614 members 
Mstep: Class 18 contains 28915 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441910.000000 Penalty: 25983.595703
Iteration 189Q: 14 clusters Score -2.644191e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26881 members 
Mstep: Class 7 contains 28663 members 
Mstep: Class 8 contains 29882 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25817 members 
Mstep: Class 15 contains 28494 members 
Mstep: Class 16 contains 8367 members 
Mstep: Class 17 contains 32642 members 
Mstep: Class 18 contains 28881 members 
Mstep: Class 19 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441896.000000 Penalty: 25983.595703
Iteration 190Q: 14 clusters Score -2.64419e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26876 members 
Mstep: Class 7 contains 28660 members 
Mstep: Class 8 contains 29892 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25809 members 
Mstep: Class 15 contains 28493 members 
Mstep: Class 16 contains 8378 members 
Mstep: Class 17 contains 32670 members 
Mstep: Class 18 contains 28847 members 
Mstep: Class 19 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441960.000000 Penalty: 25983.595703
Iteration 191Q: 14 clusters Score -2.644196e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26891 members 
Mstep: Class 7 contains 28663 members 
Mstep: Class 8 contains 29894 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7694 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25799 members 
Mstep: Class 15 contains 28501 members 
Mstep: Class 16 contains 8390 members 
Mstep: Class 17 contains 32698 members 
Mstep: Class 18 contains 28790 members 
Mstep: Class 19 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441954.000000 Penalty: 25983.595703
Iteration 192Q: 14 clusters Score -2.644195e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26902 members 
Mstep: Class 7 contains 28663 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7694 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25796 members 
Mstep: Class 15 contains 28507 members 
Mstep: Class 16 contains 8399 members 
Mstep: Class 17 contains 32725 members 
Mstep: Class 18 contains 28739 members 
Mstep: Class 19 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442036.000000 Penalty: 25983.595703
Iteration 193Q: 14 clusters Score -2.644204e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26908 members 
Mstep: Class 7 contains 28670 members 
Mstep: Class 8 contains 29894 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25790 members 
Mstep: Class 15 contains 28518 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 17 contains 32749 members 
Mstep: Class 18 contains 28685 members 
Mstep: Class 19 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442008.000000 Penalty: 25983.595703
Iteration 194Q: 14 clusters Score -2.644201e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26918 members 
Mstep: Class 7 contains 28662 members 
Mstep: Class 8 contains 29893 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7701 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25780 members 
Mstep: Class 15 contains 28518 members 
Mstep: Class 16 contains 8424 members 
Mstep: Class 17 contains 32791 members 
Mstep: Class 18 contains 28634 members 
Mstep: Class 19 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441968.000000 Penalty: 25983.595703
Iteration 195Q: 14 clusters Score -2.644197e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26934 members 
Mstep: Class 7 contains 28655 members 
Mstep: Class 8 contains 29893 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25765 members 
Mstep: Class 15 contains 28515 members 
Mstep: Class 16 contains 8440 members 
Mstep: Class 17 contains 32825 members 
Mstep: Class 18 contains 28596 members 
Mstep: Class 19 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441988.000000 Penalty: 25983.595703
Iteration 196Q: 14 clusters Score -2.644199e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26941 members 
Mstep: Class 7 contains 28651 members 
Mstep: Class 8 contains 29899 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25754 members 
Mstep: Class 15 contains 28515 members 
Mstep: Class 16 contains 8459 members 
Mstep: Class 17 contains 32835 members 
Mstep: Class 18 contains 28569 members 
Mstep: Class 19 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442010.000000 Penalty: 25983.595703
Iteration 197Q: 14 clusters Score -2.644201e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26946 members 
Mstep: Class 7 contains 28656 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7694 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25743 members 
Mstep: Class 15 contains 28520 members 
Mstep: Class 16 contains 8473 members 
Mstep: Class 17 contains 32854 members 
Mstep: Class 18 contains 28542 members 
Mstep: Class 19 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442012.000000 Penalty: 25983.595703
Iteration 198Q: 14 clusters Score -2.644201e+07 nChanged 163
Entering ConstructFrom: 
Score: -26442012.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 1 (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: -39303.781250 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39303.78 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 196 members 
Entering Unmasked Estep 
Score: -38402.375000 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38402.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38567.789062 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -38567.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38619.562500 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -38619.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38693.984375 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -38693.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38718.164062 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -38718.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38742.296875 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -38742.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38758.558594 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -38758.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38763.710938 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -38763.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38769.429688 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -38769.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38771.824219 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -38771.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38780.406250 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -38780.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38785.109375 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -38785.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38788.062500 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -38788.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38793.550781 Penalty: 1936.488037
	Iteration 13Q: 3 clusters Score -38793.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38795.972656 Penalty: 1936.488037
	Iteration 14Q: 3 clusters Score -38795.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38795.972656 Penalty: 1936.488037
	Iteration 15F: 3 clusters Score -38795.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Entering Unmasked Estep 
Score: -3373541.750000 Penalty: 1657.854858
	Iteration 0F: 2 clusters Score -3373542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3356510.000000 Penalty: 3315.709717
	Iteration 0F: 3 clusters Score -3356510 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3363445.750000 Penalty: 3315.709717
	Iteration 1F: 3 clusters Score -3363446 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3363839.500000 Penalty: 3315.709717
	Iteration 2Q: 3 clusters Score -3363840 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3364270.500000 Penalty: 3315.709717
	Iteration 3Q: 3 clusters Score -3364270 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3364789.750000 Penalty: 3315.709717
	Iteration 4Q: 3 clusters Score -3364790 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3365501.750000 Penalty: 3315.709717
	Iteration 5F: 3 clusters Score -3365502 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3366476.750000 Penalty: 3315.709717
	Iteration 6F: 3 clusters Score -3366477 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3367436.000000 Penalty: 3315.709717
	Iteration 7F: 3 clusters Score -3367436 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3367975.250000 Penalty: 3315.709717
	Iteration 8Q: 3 clusters Score -3367975 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3368181.500000 Penalty: 3315.709717
	Iteration 9Q: 3 clusters Score -3368182 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -3368240.500000 Penalty: 3315.709717
	Iteration 10Q: 3 clusters Score -3368240 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3368256.750000 Penalty: 3315.709717
	Iteration 11Q: 3 clusters Score -3368257 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3368307.750000 Penalty: 3315.709717
	Iteration 12Q: 3 clusters Score -3368308 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3368337.250000 Penalty: 3315.709717
	Iteration 13Q: 3 clusters Score -3368337 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3368357.250000 Penalty: 3315.709717
	Iteration 14Q: 3 clusters Score -3368357 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3368390.500000 Penalty: 3315.709717
	Iteration 15Q: 3 clusters Score -3368390 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3368418.500000 Penalty: 3315.709717
	Iteration 16Q: 3 clusters Score -3368418 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3368436.500000 Penalty: 3315.709717
	Iteration 17Q: 3 clusters Score -3368436 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3368461.250000 Penalty: 3315.709717
	Iteration 18Q: 3 clusters Score -3368461 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3368487.000000 Penalty: 3315.709717
	Iteration 19Q: 3 clusters Score -3368487 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3368526.250000 Penalty: 3315.709717
	Iteration 20F: 3 clusters Score -3368526 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3368548.750000 Penalty: 3315.709717
	Iteration 21Q: 3 clusters Score -3368549 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3368568.250000 Penalty: 3315.709717
	Iteration 22Q: 3 clusters Score -3368568 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3368578.750000 Penalty: 3315.709717
	Iteration 23Q: 3 clusters Score -3368579 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3368594.500000 Penalty: 3315.709717
	Iteration 24Q: 3 clusters Score -3368594 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3368589.250000 Penalty: 3315.709717
	Iteration 25Q: 3 clusters Score -3368589 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3368597.000000 Penalty: 3315.709717
	Iteration 26Q: 3 clusters Score -3368597 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3368605.750000 Penalty: 3315.709717
	Iteration 27Q: 3 clusters Score -3368606 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3368636.250000 Penalty: 3315.709717
	Iteration 28Q: 3 clusters Score -3368636 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3368688.000000 Penalty: 3315.709717
	Iteration 29Q: 3 clusters Score -3368688 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3368739.250000 Penalty: 3315.709717
	Iteration 30Q: 3 clusters Score -3368739 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3368797.000000 Penalty: 3315.709717
	Iteration 31Q: 3 clusters Score -3368797 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3368886.750000 Penalty: 3315.709717
	Iteration 32Q: 3 clusters Score -3368887 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3368949.750000 Penalty: 3315.709717
	Iteration 33Q: 3 clusters Score -3368950 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3369046.000000 Penalty: 3315.709717
	Iteration 34Q: 3 clusters Score -3369046 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3369114.250000 Penalty: 3315.709717
	Iteration 35Q: 3 clusters Score -3369114 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3369199.000000 Penalty: 3315.709717
	Iteration 36Q: 3 clusters Score -3369199 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3369289.500000 Penalty: 3315.709717
	Iteration 37Q: 3 clusters Score -3369290 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3369371.500000 Penalty: 3315.709717
	Iteration 38Q: 3 clusters Score -3369372 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3369428.000000 Penalty: 3315.709717
	Iteration 39Q: 3 clusters Score -3369428 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3369527.000000 Penalty: 3315.709717
	Iteration 40F: 3 clusters Score -3369527 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -3369616.750000 Penalty: 3315.709717
	Iteration 41Q: 3 clusters Score -3369617 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3369702.750000 Penalty: 3315.709717
	Iteration 42Q: 3 clusters Score -3369703 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3369776.500000 Penalty: 3315.709717
	Iteration 43Q: 3 clusters Score -3369776 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3369964.750000 Penalty: 3315.709717
	Iteration 44Q: 3 clusters Score -3369965 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3370205.000000 Penalty: 3315.709717
	Iteration 45Q: 3 clusters Score -3370205 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -3370426.500000 Penalty: 3315.709717
	Iteration 46Q: 3 clusters Score -3370426 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3370626.500000 Penalty: 3315.709717
	Iteration 47Q: 3 clusters Score -3370626 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3370759.000000 Penalty: 3315.709717
	Iteration 48Q: 3 clusters Score -3370759 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3370914.750000 Penalty: 3315.709717
	Iteration 49Q: 3 clusters Score -3370915 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3371071.250000 Penalty: 3315.709717
	Iteration 50Q: 3 clusters Score -3371071 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3371201.500000 Penalty: 3315.709717
	Iteration 51Q: 3 clusters Score -3371202 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3371297.250000 Penalty: 3315.709717
	Iteration 52Q: 3 clusters Score -3371297 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3371415.750000 Penalty: 3315.709717
	Iteration 53Q: 3 clusters Score -3371416 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3371503.250000 Penalty: 3315.709717
	Iteration 54Q: 3 clusters Score -3371503 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3371578.500000 Penalty: 3315.709717
	Iteration 55Q: 3 clusters Score -3371578 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3371646.000000 Penalty: 3315.709717
	Iteration 56Q: 3 clusters Score -3371646 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3371717.000000 Penalty: 3315.709717
	Iteration 57Q: 3 clusters Score -3371717 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3371744.000000 Penalty: 3315.709717
	Iteration 58Q: 3 clusters Score -3371744 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3371774.750000 Penalty: 3315.709717
	Iteration 59Q: 3 clusters Score -3371775 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3371814.000000 Penalty: 3315.709717
	Iteration 60F: 3 clusters Score -3371814 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3371830.500000 Penalty: 3315.709717
	Iteration 61Q: 3 clusters Score -3371830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3371839.500000 Penalty: 3315.709717
	Iteration 62Q: 3 clusters Score -3371840 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3371846.500000 Penalty: 3315.709717
	Iteration 63Q: 3 clusters Score -3371846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3371854.000000 Penalty: 3315.709717
	Iteration 64Q: 3 clusters Score -3371854 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3371868.000000 Penalty: 3315.709717
	Iteration 65Q: 3 clusters Score -3371868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3371874.000000 Penalty: 3315.709717
	Iteration 66Q: 3 clusters Score -3371874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3371885.000000 Penalty: 3315.709717
	Iteration 67Q: 3 clusters Score -3371885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3371896.000000 Penalty: 3315.709717
	Iteration 68Q: 3 clusters Score -3371896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3371890.500000 Penalty: 3315.709717
	Iteration 69Q: 3 clusters Score -3371890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3371899.750000 Penalty: 3315.709717
	Iteration 70Q: 3 clusters Score -3371900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3371898.500000 Penalty: 3315.709717
	Iteration 71Q: 3 clusters Score -3371898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3371899.500000 Penalty: 3315.709717
	Iteration 72Q: 3 clusters Score -3371900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3371926.750000 Penalty: 3315.709717
	Iteration 73Q: 3 clusters Score -3371927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3371927.750000 Penalty: 3315.709717
	Iteration 74Q: 3 clusters Score -3371928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3371929.250000 Penalty: 3315.709717
	Iteration 75Q: 3 clusters Score -3371929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3371936.250000 Penalty: 3315.709717
	Iteration 76Q: 3 clusters Score -3371936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3371937.500000 Penalty: 3315.709717
	Iteration 77Q: 3 clusters Score -3371938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3371935.250000 Penalty: 3315.709717
	Iteration 78Q: 3 clusters Score -3371935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3371949.250000 Penalty: 3315.709717
	Iteration 79Q: 3 clusters Score -3371949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3371952.000000 Penalty: 3315.709717
	Iteration 80F: 3 clusters Score -3371952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3371948.250000 Penalty: 3315.709717
	Iteration 81Q: 3 clusters Score -3371948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3371954.750000 Penalty: 3315.709717
	Iteration 82Q: 3 clusters Score -3371955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3371963.750000 Penalty: 3315.709717
	Iteration 83Q: 3 clusters Score -3371964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3371968.000000 Penalty: 3315.709717
	Iteration 84Q: 3 clusters Score -3371968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3371965.500000 Penalty: 3315.709717
	Iteration 85Q: 3 clusters Score -3371966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3371963.250000 Penalty: 3315.709717
	Iteration 86Q: 3 clusters Score -3371963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3371968.750000 Penalty: 3315.709717
	Iteration 87Q: 3 clusters Score -3371969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3371972.250000 Penalty: 3315.709717
	Iteration 88Q: 3 clusters Score -3371972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3371980.250000 Penalty: 3315.709717
	Iteration 89Q: 3 clusters Score -3371980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3371985.250000 Penalty: 3315.709717
	Iteration 90Q: 3 clusters Score -3371985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3371988.750000 Penalty: 3315.709717
	Iteration 91Q: 3 clusters Score -3371989 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3371999.250000 Penalty: 3315.709717
	Iteration 92Q: 3 clusters Score -3371999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3372000.000000 Penalty: 3315.709717
	Iteration 93Q: 3 clusters Score -3372000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3372006.500000 Penalty: 3315.709717
	Iteration 94Q: 3 clusters Score -3372006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3372011.750000 Penalty: 3315.709717
	Iteration 95Q: 3 clusters Score -3372012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3372018.500000 Penalty: 3315.709717
	Iteration 96Q: 3 clusters Score -3372018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3372011.000000 Penalty: 3315.709717
	Iteration 97Q: 3 clusters Score -3372011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3372009.750000 Penalty: 3315.709717
	Iteration 98Q: 3 clusters Score -3372010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3372013.500000 Penalty: 3315.709717
	Iteration 99Q: 3 clusters Score -3372014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3372020.000000 Penalty: 3315.709717
	Iteration 100F: 3 clusters Score -3372020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3372021.500000 Penalty: 3315.709717
	Iteration 101Q: 3 clusters Score -3372022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3372022.000000 Penalty: 3315.709717
	Iteration 102Q: 3 clusters Score -3372022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3372016.000000 Penalty: 3315.709717
	Iteration 103Q: 3 clusters Score -3372016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3372020.000000 Penalty: 3315.709717
	Iteration 104Q: 3 clusters Score -3372020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3372023.000000 Penalty: 3315.709717
	Iteration 105Q: 3 clusters Score -3372023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3372031.750000 Penalty: 3315.709717
	Iteration 106Q: 3 clusters Score -3372032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3372035.000000 Penalty: 3315.709717
	Iteration 107Q: 3 clusters Score -3372035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3372046.250000 Penalty: 3315.709717
	Iteration 108Q: 3 clusters Score -3372046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3372050.750000 Penalty: 3315.709717
	Iteration 109Q: 3 clusters Score -3372051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3372052.750000 Penalty: 3315.709717
	Iteration 110Q: 3 clusters Score -3372053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3372058.500000 Penalty: 3315.709717
	Iteration 111Q: 3 clusters Score -3372058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3372054.500000 Penalty: 3315.709717
	Iteration 112Q: 3 clusters Score -3372054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3372066.000000 Penalty: 3315.709717
	Iteration 113Q: 3 clusters Score -3372066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3372075.500000 Penalty: 3315.709717
	Iteration 114Q: 3 clusters Score -3372076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3372083.750000 Penalty: 3315.709717
	Iteration 115Q: 3 clusters Score -3372084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3372083.000000 Penalty: 3315.709717
	Iteration 116Q: 3 clusters Score -3372083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3372079.750000 Penalty: 3315.709717
	Iteration 117Q: 3 clusters Score -3372080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3372088.250000 Penalty: 3315.709717
	Iteration 118Q: 3 clusters Score -3372088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3372084.500000 Penalty: 3315.709717
	Iteration 119Q: 3 clusters Score -3372084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3372087.750000 Penalty: 3315.709717
	Iteration 120F: 3 clusters Score -3372088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3372091.000000 Penalty: 3315.709717
	Iteration 121Q: 3 clusters Score -3372091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3372092.750000 Penalty: 3315.709717
	Iteration 122Q: 3 clusters Score -3372093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3372104.750000 Penalty: 3315.709717
	Iteration 123Q: 3 clusters Score -3372105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3372099.500000 Penalty: 3315.709717
	Iteration 124Q: 3 clusters Score -3372100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3372110.000000 Penalty: 3315.709717
	Iteration 125Q: 3 clusters Score -3372110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3372105.500000 Penalty: 3315.709717
	Iteration 126Q: 3 clusters Score -3372106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3372106.250000 Penalty: 3315.709717
	Iteration 127Q: 3 clusters Score -3372106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3372118.750000 Penalty: 3315.709717
	Iteration 128Q: 3 clusters Score -3372119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3372117.000000 Penalty: 3315.709717
	Iteration 129Q: 3 clusters Score -3372117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3372120.750000 Penalty: 3315.709717
	Iteration 130Q: 3 clusters Score -3372121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3372117.000000 Penalty: 3315.709717
	Iteration 131Q: 3 clusters Score -3372117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3372112.750000 Penalty: 3315.709717
	Iteration 132Q: 3 clusters Score -3372113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3372121.250000 Penalty: 3315.709717
	Iteration 133Q: 3 clusters Score -3372121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3372122.000000 Penalty: 3315.709717
	Iteration 134Q: 3 clusters Score -3372122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3372126.000000 Penalty: 3315.709717
	Iteration 135Q: 3 clusters Score -3372126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3372129.250000 Penalty: 3315.709717
	Iteration 136Q: 3 clusters Score -3372129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3372126.500000 Penalty: 3315.709717
	Iteration 137Q: 3 clusters Score -3372126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3372127.000000 Penalty: 3315.709717
	Iteration 138Q: 3 clusters Score -3372127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3372125.500000 Penalty: 3315.709717
	Iteration 139Q: 3 clusters Score -3372126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3372125.750000 Penalty: 3315.709717
	Iteration 140F: 3 clusters Score -3372126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3372128.250000 Penalty: 3315.709717
	Iteration 141Q: 3 clusters Score -3372128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3372125.250000 Penalty: 3315.709717
	Iteration 142Q: 3 clusters Score -3372125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3372125.750000 Penalty: 3315.709717
	Iteration 143Q: 3 clusters Score -3372126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3372125.750000 Penalty: 3315.709717
	Iteration 144F: 3 clusters Score -3372126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Entering Unmasked Estep 
Score: -3582488.500000 Penalty: 1667.739746
	Iteration 0F: 2 clusters Score -3582488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3564709.500000 Penalty: 3335.479492
	Iteration 0F: 3 clusters Score -3564710 nChanged 13286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3571933.000000 Penalty: 3335.479492
	Iteration 1F: 3 clusters Score -3571933 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3572259.250000 Penalty: 3335.479492
	Iteration 2Q: 3 clusters Score -3572259 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3572530.500000 Penalty: 3335.479492
	Iteration 3Q: 3 clusters Score -3572530 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3572845.000000 Penalty: 3335.479492
	Iteration 4Q: 3 clusters Score -3572845 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3573217.250000 Penalty: 3335.479492
	Iteration 5Q: 3 clusters Score -3573217 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3573710.250000 Penalty: 3335.479492
	Iteration 6Q: 3 clusters Score -3573710 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3574455.250000 Penalty: 3335.479492
	Iteration 7F: 3 clusters Score -3574455 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -3575714.750000 Penalty: 3335.479492
	Iteration 8F: 3 clusters Score -3575715 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3577460.500000 Penalty: 3335.479492
	Iteration 9F: 3 clusters Score -3577460 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3579026.500000 Penalty: 3335.479492
	Iteration 10F: 3 clusters Score -3579026 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -3580169.000000 Penalty: 3335.479492
	Iteration 11F: 3 clusters Score -3580169 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3580783.500000 Penalty: 3335.479492
	Iteration 12Q: 3 clusters Score -3580784 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3580916.500000 Penalty: 3335.479492
	Iteration 13Q: 3 clusters Score -3580916 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3581009.000000 Penalty: 3335.479492
	Iteration 14Q: 3 clusters Score -3581009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3581059.500000 Penalty: 3335.479492
	Iteration 15Q: 3 clusters Score -3581060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -3581089.000000 Penalty: 3335.479492
	Iteration 16Q: 3 clusters Score -3581089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -3581115.750000 Penalty: 3335.479492
	Iteration 17Q: 3 clusters Score -3581116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3581130.250000 Penalty: 3335.479492
	Iteration 18Q: 3 clusters Score -3581130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -3581141.000000 Penalty: 3335.479492
	Iteration 19Q: 3 clusters Score -3581141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -3581143.500000 Penalty: 3335.479492
	Iteration 20F: 3 clusters Score -3581144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -3581145.000000 Penalty: 3335.479492
	Iteration 21Q: 3 clusters Score -3581145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3581149.250000 Penalty: 3335.479492
	Iteration 22Q: 3 clusters Score -3581149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3581150.250000 Penalty: 3335.479492
	Iteration 23Q: 3 clusters Score -3581150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3581150.250000 Penalty: 3335.479492
	Iteration 24F: 3 clusters Score -3581150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Entering Unmasked Estep 
Score: -3634310.500000 Penalty: 1674.645874
	Iteration 0F: 2 clusters Score -3634310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3614477.750000 Penalty: 3349.291748
	Iteration 0F: 3 clusters Score -3614478 nChanged 13882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3622422.250000 Penalty: 3349.291748
	Iteration 1F: 3 clusters Score -3622422 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -3622913.250000 Penalty: 3349.291748
	Iteration 2Q: 3 clusters Score -3622913 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3623485.000000 Penalty: 3349.291748
	Iteration 3Q: 3 clusters Score -3623485 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3624119.000000 Penalty: 3349.291748
	Iteration 4Q: 3 clusters Score -3624119 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3624888.250000 Penalty: 3349.291748
	Iteration 5F: 3 clusters Score -3624888 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3625921.500000 Penalty: 3349.291748
	Iteration 6F: 3 clusters Score -3625922 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3627120.500000 Penalty: 3349.291748
	Iteration 7F: 3 clusters Score -3627120 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3628307.000000 Penalty: 3349.291748
	Iteration 8F: 3 clusters Score -3628307 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3629279.000000 Penalty: 3349.291748
	Iteration 9Q: 3 clusters Score -3629279 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3629937.250000 Penalty: 3349.291748
	Iteration 10Q: 3 clusters Score -3629937 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -3630288.250000 Penalty: 3349.291748
	Iteration 11Q: 3 clusters Score -3630288 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3630514.250000 Penalty: 3349.291748
	Iteration 12Q: 3 clusters Score -3630514 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3630646.750000 Penalty: 3349.291748
	Iteration 13Q: 3 clusters Score -3630647 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3630773.000000 Penalty: 3349.291748
	Iteration 14Q: 3 clusters Score -3630773 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3630872.750000 Penalty: 3349.291748
	Iteration 15Q: 3 clusters Score -3630873 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3630971.250000 Penalty: 3349.291748
	Iteration 16Q: 3 clusters Score -3630971 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3631033.250000 Penalty: 3349.291748
	Iteration 17Q: 3 clusters Score -3631033 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3631116.250000 Penalty: 3349.291748
	Iteration 18Q: 3 clusters Score -3631116 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3631175.000000 Penalty: 3349.291748
	Iteration 19Q: 3 clusters Score -3631175 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3631223.750000 Penalty: 3349.291748
	Iteration 20F: 3 clusters Score -3631224 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -3631252.500000 Penalty: 3349.291748
	Iteration 21Q: 3 clusters Score -3631252 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -3631267.250000 Penalty: 3349.291748
	Iteration 22Q: 3 clusters Score -3631267 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3631282.000000 Penalty: 3349.291748
	Iteration 23Q: 3 clusters Score -3631282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3631290.500000 Penalty: 3349.291748
	Iteration 24Q: 3 clusters Score -3631290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3631319.000000 Penalty: 3349.291748
	Iteration 25Q: 3 clusters Score -3631319 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3631344.750000 Penalty: 3349.291748
	Iteration 26Q: 3 clusters Score -3631345 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3631358.250000 Penalty: 3349.291748
	Iteration 27Q: 3 clusters Score -3631358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3631366.000000 Penalty: 3349.291748
	Iteration 28Q: 3 clusters Score -3631366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3631373.000000 Penalty: 3349.291748
	Iteration 29Q: 3 clusters Score -3631373 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3631375.500000 Penalty: 3349.291748
	Iteration 30Q: 3 clusters Score -3631376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3631386.500000 Penalty: 3349.291748
	Iteration 31Q: 3 clusters Score -3631386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3631390.250000 Penalty: 3349.291748
	Iteration 32Q: 3 clusters Score -3631390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3631394.750000 Penalty: 3349.291748
	Iteration 33Q: 3 clusters Score -3631395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3631402.000000 Penalty: 3349.291748
	Iteration 34Q: 3 clusters Score -3631402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3631406.500000 Penalty: 3349.291748
	Iteration 35Q: 3 clusters Score -3631406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3631423.750000 Penalty: 3349.291748
	Iteration 36Q: 3 clusters Score -3631424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3631427.000000 Penalty: 3349.291748
	Iteration 37Q: 3 clusters Score -3631427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3631442.250000 Penalty: 3349.291748
	Iteration 38Q: 3 clusters Score -3631442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3631426.750000 Penalty: 3349.291748
	Iteration 39Q: 3 clusters Score -3631427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3631434.000000 Penalty: 3349.291748
	Iteration 40F: 3 clusters Score -3631434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3631446.500000 Penalty: 3349.291748
	Iteration 41Q: 3 clusters Score -3631446 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3631449.750000 Penalty: 3349.291748
	Iteration 42Q: 3 clusters Score -3631450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3631467.250000 Penalty: 3349.291748
	Iteration 43Q: 3 clusters Score -3631467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3631474.000000 Penalty: 3349.291748
	Iteration 44Q: 3 clusters Score -3631474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3631478.500000 Penalty: 3349.291748
	Iteration 45Q: 3 clusters Score -3631478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3631476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3631483 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3631491.000000 Penalty: 3349.291748
	Iteration 48Q: 3 clusters Score -3631491 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3631498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3631506.000000 Penalty: 3349.291748
	Iteration 50Q: 3 clusters Score -3631506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -3631518.500000 Penalty: 3349.291748
	Iteration 51Q: 3 clusters Score -3631518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3631527 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3631519.000000 Penalty: 3349.291748
	Iteration 53Q: 3 clusters Score -3631519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3631529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3631528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3631526.000000 Penalty: 3349.291748
	Iteration 56Q: 3 clusters Score -3631526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3631542.250000 Penalty: 3349.291748
	Iteration 57Q: 3 clusters Score -3631542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3631536.250000 Penalty: 3349.291748
	Iteration 58Q: 3 clusters Score -3631536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3631547.000000 Penalty: 3349.291748
	Iteration 59Q: 3 clusters Score -3631547 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3631550.000000 Penalty: 3349.291748
	Iteration 60F: 3 clusters Score -3631550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3631563.000000 Penalty: 3349.291748
	Iteration 61Q: 3 clusters Score -3631563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3631571.750000 Penalty: 3349.291748
	Iteration 62Q: 3 clusters Score -3631572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3631564.500000 Penalty: 3349.291748
	Iteration 63Q: 3 clusters Score -3631564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3631577.000000 Penalty: 3349.291748
	Iteration 64Q: 3 clusters Score -3631577 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3631598.750000 Penalty: 3349.291748
	Iteration 65Q: 3 clusters Score -3631599 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -3631597.250000 Penalty: 3349.291748
	Iteration 66Q: 3 clusters Score -3631597 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3631607.000000 Penalty: 3349.291748
	Iteration 67Q: 3 clusters Score -3631607 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3631616.500000 Penalty: 3349.291748
	Iteration 68Q: 3 clusters Score -3631616 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3631644.000000 Penalty: 3349.291748
	Iteration 69Q: 3 clusters Score -3631644 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3631662.250000 Penalty: 3349.291748
	Iteration 70Q: 3 clusters Score -3631662 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3631681.750000 Penalty: 3349.291748
	Iteration 71Q: 3 clusters Score -3631682 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3631694.250000 Penalty: 3349.291748
	Iteration 72Q: 3 clusters Score -3631694 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3631705.250000 Penalty: 3349.291748
	Iteration 73Q: 3 clusters Score -3631705 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3631718.000000 Penalty: 3349.291748
	Iteration 74Q: 3 clusters Score -3631718 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3631723.750000 Penalty: 3349.291748
	Iteration 75Q: 3 clusters Score -3631724 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3631738.000000 Penalty: 3349.291748
	Iteration 76Q: 3 clusters Score -3631738 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3631760.500000 Penalty: 3349.291748
	Iteration 77Q: 3 clusters Score -3631760 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3631786 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3631809.250000 Penalty: 3349.291748
	Iteration 79Q: 3 clusters Score -3631809 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3631828 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3631852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3631859 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3631884 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3631913.250000 Penalty: 3349.291748
	Iteration 84Q: 3 clusters Score -3631913 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3631939.000000 Penalty: 3349.291748
	Iteration 85Q: 3 clusters Score -3631939 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3631950.750000 Penalty: 3349.291748
	Iteration 86Q: 3 clusters Score -3631951 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3631968.250000 Penalty: 3349.291748
	Iteration 87Q: 3 clusters Score -3631968 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3631998.500000 Penalty: 3349.291748
	Iteration 88Q: 3 clusters Score -3631998 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3632031.750000 Penalty: 3349.291748
	Iteration 89Q: 3 clusters Score -3632032 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3632087.750000 Penalty: 3349.291748
	Iteration 90Q: 3 clusters Score -3632088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3632118.000000 Penalty: 3349.291748
	Iteration 91Q: 3 clusters Score -3632118 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3632137.750000 Penalty: 3349.291748
	Iteration 92Q: 3 clusters Score -3632138 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3632171.500000 Penalty: 3349.291748
	Iteration 93Q: 3 clusters Score -3632172 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3632196.000000 Penalty: 3349.291748
	Iteration 94Q: 3 clusters Score -3632196 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3632212.750000 Penalty: 3349.291748
	Iteration 95Q: 3 clusters Score -3632213 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3632239.750000 Penalty: 3349.291748
	Iteration 96Q: 3 clusters Score -3632240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3632278.750000 Penalty: 3349.291748
	Iteration 97Q: 3 clusters Score -3632279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3632303.750000 Penalty: 3349.291748
	Iteration 98Q: 3 clusters Score -3632304 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3632340.000000 Penalty: 3349.291748
	Iteration 99Q: 3 clusters Score -3632340 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3632374.000000 Penalty: 3349.291748
	Iteration 100F: 3 clusters Score -3632374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3632399.250000 Penalty: 3349.291748
	Iteration 101Q: 3 clusters Score -3632399 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3632426.000000 Penalty: 3349.291748
	Iteration 102Q: 3 clusters Score -3632426 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3632459.750000 Penalty: 3349.291748
	Iteration 103Q: 3 clusters Score -3632460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3632478.250000 Penalty: 3349.291748
	Iteration 104Q: 3 clusters Score -3632478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3632507.000000 Penalty: 3349.291748
	Iteration 105Q: 3 clusters Score -3632507 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3632539.500000 Penalty: 3349.291748
	Iteration 106Q: 3 clusters Score -3632540 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3632581.500000 Penalty: 3349.291748
	Iteration 107Q: 3 clusters Score -3632582 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3632598.750000 Penalty: 3349.291748
	Iteration 108Q: 3 clusters Score -3632599 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3632642.500000 Penalty: 3349.291748
	Iteration 109Q: 3 clusters Score -3632642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3632700.250000 Penalty: 3349.291748
	Iteration 110Q: 3 clusters Score -3632700 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3632728.250000 Penalty: 3349.291748
	Iteration 111Q: 3 clusters Score -3632728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3632767.750000 Penalty: 3349.291748
	Iteration 112Q: 3 clusters Score -3632768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3632782.250000 Penalty: 3349.291748
	Iteration 113Q: 3 clusters Score -3632782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3632799.750000 Penalty: 3349.291748
	Iteration 114Q: 3 clusters Score -3632800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3632809.500000 Penalty: 3349.291748
	Iteration 115Q: 3 clusters Score -3632810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3632818.750000 Penalty: 3349.291748
	Iteration 116Q: 3 clusters Score -3632819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3632830.500000 Penalty: 3349.291748
	Iteration 117Q: 3 clusters Score -3632830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3632858.500000 Penalty: 3349.291748
	Iteration 118Q: 3 clusters Score -3632858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3632873.000000 Penalty: 3349.291748
	Iteration 119Q: 3 clusters Score -3632873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3632878.000000 Penalty: 3349.291748
	Iteration 120F: 3 clusters Score -3632878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3632873.750000 Penalty: 3349.291748
	Iteration 121Q: 3 clusters Score -3632874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3632883.250000 Penalty: 3349.291748
	Iteration 122Q: 3 clusters Score -3632883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3632887.750000 Penalty: 3349.291748
	Iteration 123Q: 3 clusters Score -3632888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3632889.750000 Penalty: 3349.291748
	Iteration 124Q: 3 clusters Score -3632890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3632895.250000 Penalty: 3349.291748
	Iteration 125Q: 3 clusters Score -3632895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3632907.500000 Penalty: 3349.291748
	Iteration 126Q: 3 clusters Score -3632908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3632916.500000 Penalty: 3349.291748
	Iteration 127Q: 3 clusters Score -3632916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3632919.750000 Penalty: 3349.291748
	Iteration 128Q: 3 clusters Score -3632920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3632913.250000 Penalty: 3349.291748
	Iteration 129Q: 3 clusters Score -3632913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3632923.250000 Penalty: 3349.291748
	Iteration 130Q: 3 clusters Score -3632923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3632925.000000 Penalty: 3349.291748
	Iteration 131Q: 3 clusters Score -3632925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3632932.000000 Penalty: 3349.291748
	Iteration 132Q: 3 clusters Score -3632932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3632933.250000 Penalty: 3349.291748
	Iteration 133Q: 3 clusters Score -3632933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3632931.250000 Penalty: 3349.291748
	Iteration 134Q: 3 clusters Score -3632931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3632931.250000 Penalty: 3349.291748
	Iteration 135F: 3 clusters Score -3632931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -15133.446289 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -15133.45 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 78 members 
Entering Unmasked Estep 
Score: -14568.579102 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -14568.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14604.961914 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -14604.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14620.549805 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -14620.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14634.257812 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -14634.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14636.797852 Penalty: 1612.924561
	Iteration 4Q: 3 clusters Score -14636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14636.797852 Penalty: 1612.924561
	Iteration 5F: 3 clusters Score -14636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Entering Unmasked Estep 
Score: -938812.062500 Penalty: 1454.039551
	Iteration 0F: 2 clusters Score -938812.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -933069.812500 Penalty: 2908.079102
	Iteration 0F: 3 clusters Score -933069.8 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -934804.437500 Penalty: 2908.079102
	Iteration 1F: 3 clusters Score -934804.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -935033.062500 Penalty: 2908.079102
	Iteration 2F: 3 clusters Score -935033.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -935234.062500 Penalty: 2908.079102
	Iteration 3F: 3 clusters Score -935234.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -935403.937500 Penalty: 2908.079102
	Iteration 4Q: 3 clusters Score -935403.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -935569.000000 Penalty: 2908.079102
	Iteration 5Q: 3 clusters Score -935569 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -935736.750000 Penalty: 2908.079102
	Iteration 6Q: 3 clusters Score -935736.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -935933.250000 Penalty: 2908.079102
	Iteration 7Q: 3 clusters Score -935933.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -936185.062500 Penalty: 2908.079102
	Iteration 8Q: 3 clusters Score -936185.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -936435.187500 Penalty: 2908.079102
	Iteration 9Q: 3 clusters Score -936435.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -936708.125000 Penalty: 2908.079102
	Iteration 10Q: 3 clusters Score -936708.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -936949.812500 Penalty: 2908.079102
	Iteration 11Q: 3 clusters Score -936949.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -937147.437500 Penalty: 2908.079102
	Iteration 12Q: 3 clusters Score -937147.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -937279.937500 Penalty: 2908.079102
	Iteration 13Q: 3 clusters Score -937279.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -937368.375000 Penalty: 2908.079102
	Iteration 14Q: 3 clusters Score -937368.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -937422.625000 Penalty: 2908.079102
	Iteration 15Q: 3 clusters Score -937422.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -937472.187500 Penalty: 2908.079102
	Iteration 16Q: 3 clusters Score -937472.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -937501.062500 Penalty: 2908.079102
	Iteration 17Q: 3 clusters Score -937501.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -937528.000000 Penalty: 2908.079102
	Iteration 18Q: 3 clusters Score -937528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -937547.062500 Penalty: 2908.079102
	Iteration 19Q: 3 clusters Score -937547.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -937557.562500 Penalty: 2908.079102
	Iteration 20F: 3 clusters Score -937557.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -937566.000000 Penalty: 2908.079102
	Iteration 21Q: 3 clusters Score -937566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -937571.875000 Penalty: 2908.079102
	Iteration 22Q: 3 clusters Score -937571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -937575.500000 Penalty: 2908.079102
	Iteration 23Q: 3 clusters Score -937575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -937578.500000 Penalty: 2908.079102
	Iteration 24Q: 3 clusters Score -937578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -937584.187500 Penalty: 2908.079102
	Iteration 25Q: 3 clusters Score -937584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -937587.000000 Penalty: 2908.079102
	Iteration 26Q: 3 clusters Score -937587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -937589.187500 Penalty: 2908.079102
	Iteration 27Q: 3 clusters Score -937589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -937591.125000 Penalty: 2908.079102
	Iteration 28Q: 3 clusters Score -937591.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -937591.500000 Penalty: 2908.079102
	Iteration 29Q: 3 clusters Score -937591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -937592.937500 Penalty: 2908.079102
	Iteration 30Q: 3 clusters Score -937592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -937593.687500 Penalty: 2908.079102
	Iteration 31Q: 3 clusters Score -937593.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -937594.000000 Penalty: 2908.079102
	Iteration 32Q: 3 clusters Score -937594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -937594.000000 Penalty: 2908.079102
	Iteration 33F: 3 clusters Score -937594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -54428.710938 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -54428.71 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 173 members 
Entering Unmasked Estep 
Score: -53461.503906 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -53461.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -53569.910156 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -53569.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53600.945312 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -53600.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53617.308594 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -53617.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -53627.210938 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -53627.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53630.875000 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -53630.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53638.527344 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -53638.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53642.328125 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -53642.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53645.617188 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -53645.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53646.054688 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -53646.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53646.988281 Penalty: 1890.561035
	Iteration 10Q: 3 clusters Score -53646.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53646.988281 Penalty: 1890.561035
	Iteration 11F: 3 clusters Score -53646.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Entering Unmasked Estep 
Score: -3139644.750000 Penalty: 1650.279785
	Iteration 0F: 2 clusters Score -3139645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3122282.250000 Penalty: 3300.559570
	Iteration 0F: 3 clusters Score -3122282 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3128767.250000 Penalty: 3300.559570
	Iteration 1F: 3 clusters Score -3128767 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3129036.750000 Penalty: 3300.559570
	Iteration 2Q: 3 clusters Score -3129037 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3129299.500000 Penalty: 3300.559570
	Iteration 3Q: 3 clusters Score -3129300 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3129498.500000 Penalty: 3300.559570
	Iteration 4Q: 3 clusters Score -3129498 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3129729.750000 Penalty: 3300.559570
	Iteration 5Q: 3 clusters Score -3129730 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3129985.750000 Penalty: 3300.559570
	Iteration 6Q: 3 clusters Score -3129986 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3130271.000000 Penalty: 3300.559570
	Iteration 7Q: 3 clusters Score -3130271 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3130565.500000 Penalty: 3300.559570
	Iteration 8Q: 3 clusters Score -3130566 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3130899.500000 Penalty: 3300.559570
	Iteration 9Q: 3 clusters Score -3130900 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3131397.000000 Penalty: 3300.559570
	Iteration 10Q: 3 clusters Score -3131397 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3131940.000000 Penalty: 3300.559570
	Iteration 11Q: 3 clusters Score -3131940 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3132593.000000 Penalty: 3300.559570
	Iteration 12Q: 3 clusters Score -3132593 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3133268.750000 Penalty: 3300.559570
	Iteration 13Q: 3 clusters Score -3133269 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3133888.250000 Penalty: 3300.559570
	Iteration 14Q: 3 clusters Score -3133888 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3134289.750000 Penalty: 3300.559570
	Iteration 15Q: 3 clusters Score -3134290 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3134536.250000 Penalty: 3300.559570
	Iteration 16Q: 3 clusters Score -3134536 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -3134723.750000 Penalty: 3300.559570
	Iteration 17Q: 3 clusters Score -3134724 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3134835.750000 Penalty: 3300.559570
	Iteration 18Q: 3 clusters Score -3134836 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3134938.250000 Penalty: 3300.559570
	Iteration 19Q: 3 clusters Score -3134938 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3135030.000000 Penalty: 3300.559570
	Iteration 20F: 3 clusters Score -3135030 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -3135122.250000 Penalty: 3300.559570
	Iteration 21Q: 3 clusters Score -3135122 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3135190.000000 Penalty: 3300.559570
	Iteration 22Q: 3 clusters Score -3135190 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3135268.250000 Penalty: 3300.559570
	Iteration 23Q: 3 clusters Score -3135268 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3135367.500000 Penalty: 3300.559570
	Iteration 24Q: 3 clusters Score -3135368 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3135476.750000 Penalty: 3300.559570
	Iteration 25Q: 3 clusters Score -3135477 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3135565.000000 Penalty: 3300.559570
	Iteration 26Q: 3 clusters Score -3135565 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3135671.000000 Penalty: 3300.559570
	Iteration 27Q: 3 clusters Score -3135671 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3135785.000000 Penalty: 3300.559570
	Iteration 28Q: 3 clusters Score -3135785 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3135902.250000 Penalty: 3300.559570
	Iteration 29Q: 3 clusters Score -3135902 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3136016.500000 Penalty: 3300.559570
	Iteration 30Q: 3 clusters Score -3136016 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3136135.000000 Penalty: 3300.559570
	Iteration 31Q: 3 clusters Score -3136135 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3136256.500000 Penalty: 3300.559570
	Iteration 32Q: 3 clusters Score -3136256 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3136398.750000 Penalty: 3300.559570
	Iteration 33Q: 3 clusters Score -3136399 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3136550.750000 Penalty: 3300.559570
	Iteration 34Q: 3 clusters Score -3136551 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3136714.250000 Penalty: 3300.559570
	Iteration 35Q: 3 clusters Score -3136714 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3136900.000000 Penalty: 3300.559570
	Iteration 36Q: 3 clusters Score -3136900 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3137097.500000 Penalty: 3300.559570
	Iteration 37Q: 3 clusters Score -3137098 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3137311.000000 Penalty: 3300.559570
	Iteration 38Q: 3 clusters Score -3137311 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3137499.500000 Penalty: 3300.559570
	Iteration 39Q: 3 clusters Score -3137500 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3137661.250000 Penalty: 3300.559570
	Iteration 40F: 3 clusters Score -3137661 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3137795.250000 Penalty: 3300.559570
	Iteration 41Q: 3 clusters Score -3137795 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3137909.750000 Penalty: 3300.559570
	Iteration 42Q: 3 clusters Score -3137910 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3137983.250000 Penalty: 3300.559570
	Iteration 43Q: 3 clusters Score -3137983 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3138039.000000 Penalty: 3300.559570
	Iteration 44Q: 3 clusters Score -3138039 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3138091.000000 Penalty: 3300.559570
	Iteration 45Q: 3 clusters Score -3138091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3138117.250000 Penalty: 3300.559570
	Iteration 46Q: 3 clusters Score -3138117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3138134.250000 Penalty: 3300.559570
	Iteration 47Q: 3 clusters Score -3138134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3138148.000000 Penalty: 3300.559570
	Iteration 48Q: 3 clusters Score -3138148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3138152.500000 Penalty: 3300.559570
	Iteration 49Q: 3 clusters Score -3138152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3138162.250000 Penalty: 3300.559570
	Iteration 50Q: 3 clusters Score -3138162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3138177.000000 Penalty: 3300.559570
	Iteration 51Q: 3 clusters Score -3138177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3138178.500000 Penalty: 3300.559570
	Iteration 52Q: 3 clusters Score -3138178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3138189.750000 Penalty: 3300.559570
	Iteration 53Q: 3 clusters Score -3138190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3138195.500000 Penalty: 3300.559570
	Iteration 54Q: 3 clusters Score -3138196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3138198.500000 Penalty: 3300.559570
	Iteration 55Q: 3 clusters Score -3138198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3138198.500000 Penalty: 3300.559570
	Iteration 56Q: 3 clusters Score -3138198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3138201.000000 Penalty: 3300.559570
	Iteration 57Q: 3 clusters Score -3138201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3138206.750000 Penalty: 3300.559570
	Iteration 58Q: 3 clusters Score -3138207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3138206.250000 Penalty: 3300.559570
	Iteration 59Q: 3 clusters Score -3138206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3138206.250000 Penalty: 3300.559570
	Iteration 60F: 3 clusters Score -3138206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Entering Unmasked Estep 
Score: -3508637.250000 Penalty: 1667.000732
	Iteration 0F: 2 clusters Score -3508637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3490569.250000 Penalty: 3334.001465
	Iteration 0F: 3 clusters Score -3490569 nChanged 13184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3497900.000000 Penalty: 3334.001465
	Iteration 1F: 3 clusters Score -3497900 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3498252.000000 Penalty: 3334.001465
	Iteration 2Q: 3 clusters Score -3498252 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3498601.750000 Penalty: 3334.001465
	Iteration 3Q: 3 clusters Score -3498602 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3498963.750000 Penalty: 3334.001465
	Iteration 4Q: 3 clusters Score -3498964 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3499264.000000 Penalty: 3334.001465
	Iteration 5Q: 3 clusters Score -3499264 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3499604.000000 Penalty: 3334.001465
	Iteration 6Q: 3 clusters Score -3499604 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -3500028.500000 Penalty: 3334.001465
	Iteration 7Q: 3 clusters Score -3500028 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -3500570.500000 Penalty: 3334.001465
	Iteration 8Q: 3 clusters Score -3500570 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3501306.750000 Penalty: 3334.001465
	Iteration 9Q: 3 clusters Score -3501307 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3502154.500000 Penalty: 3334.001465
	Iteration 10Q: 3 clusters Score -3502154 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3503310.750000 Penalty: 3334.001465
	Iteration 11F: 3 clusters Score -3503311 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3504433.000000 Penalty: 3334.001465
	Iteration 12Q: 3 clusters Score -3504433 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3505396.000000 Penalty: 3334.001465
	Iteration 13Q: 3 clusters Score -3505396 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3506112.750000 Penalty: 3334.001465
	Iteration 14Q: 3 clusters Score -3506113 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3506621.500000 Penalty: 3334.001465
	Iteration 15Q: 3 clusters Score -3506622 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3506942.000000 Penalty: 3334.001465
	Iteration 16Q: 3 clusters Score -3506942 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3507138.250000 Penalty: 3334.001465
	Iteration 17Q: 3 clusters Score -3507138 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3507291.750000 Penalty: 3334.001465
	Iteration 18Q: 3 clusters Score -3507292 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3507389.750000 Penalty: 3334.001465
	Iteration 19Q: 3 clusters Score -3507390 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3507440.000000 Penalty: 3334.001465
	Iteration 20F: 3 clusters Score -3507440 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3507485.000000 Penalty: 3334.001465
	Iteration 21Q: 3 clusters Score -3507485 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3507467.000000 Penalty: 3334.001465
	Iteration 22Q: 3 clusters Score -3507467 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3507473.500000 Penalty: 3334.001465
	Iteration 23Q: 3 clusters Score -3507474 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3507486.500000 Penalty: 3334.001465
	Iteration 24Q: 3 clusters Score -3507486 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3507488.500000 Penalty: 3334.001465
	Iteration 25Q: 3 clusters Score -3507488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3507506.000000 Penalty: 3334.001465
	Iteration 26Q: 3 clusters Score -3507506 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3507531.500000 Penalty: 3334.001465
	Iteration 27Q: 3 clusters Score -3507532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3507537.500000 Penalty: 3334.001465
	Iteration 28Q: 3 clusters Score -3507538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3507536.500000 Penalty: 3334.001465
	Iteration 29Q: 3 clusters Score -3507536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3507527.000000 Penalty: 3334.001465
	Iteration 30Q: 3 clusters Score -3507527 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3507522.250000 Penalty: 3334.001465
	Iteration 31Q: 3 clusters Score -3507522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3507512.000000 Penalty: 3334.001465
	Iteration 32Q: 3 clusters Score -3507512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3507523.000000 Penalty: 3334.001465
	Iteration 33Q: 3 clusters Score -3507523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3507522.750000 Penalty: 3334.001465
	Iteration 34Q: 3 clusters Score -3507523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3507521.000000 Penalty: 3334.001465
	Iteration 35Q: 3 clusters Score -3507521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3507520.250000 Penalty: 3334.001465
	Iteration 36Q: 3 clusters Score -3507520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3507523.250000 Penalty: 3334.001465
	Iteration 37Q: 3 clusters Score -3507523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3507526.500000 Penalty: 3334.001465
	Iteration 38Q: 3 clusters Score -3507526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3507530.750000 Penalty: 3334.001465
	Iteration 39Q: 3 clusters Score -3507531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3507529.500000 Penalty: 3334.001465
	Iteration 40F: 3 clusters Score -3507530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3507537.750000 Penalty: 3334.001465
	Iteration 41Q: 3 clusters Score -3507538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3507540.500000 Penalty: 3334.001465
	Iteration 42Q: 3 clusters Score -3507540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3507534.250000 Penalty: 3334.001465
	Iteration 43Q: 3 clusters Score -3507534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3507522.750000 Penalty: 3334.001465
	Iteration 44Q: 3 clusters Score -3507523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3507532.000000 Penalty: 3334.001465
	Iteration 45Q: 3 clusters Score -3507532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3507525.500000 Penalty: 3334.001465
	Iteration 46Q: 3 clusters Score -3507526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3507519.250000 Penalty: 3334.001465
	Iteration 47Q: 3 clusters Score -3507519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3507515.000000 Penalty: 3334.001465
	Iteration 48Q: 3 clusters Score -3507515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3507511.000000 Penalty: 3334.001465
	Iteration 49Q: 3 clusters Score -3507511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3507501.250000 Penalty: 3334.001465
	Iteration 50Q: 3 clusters Score -3507501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3507493.250000 Penalty: 3334.001465
	Iteration 51Q: 3 clusters Score -3507493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3507499.000000 Penalty: 3334.001465
	Iteration 52Q: 3 clusters Score -3507499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3507506.250000 Penalty: 3334.001465
	Iteration 53Q: 3 clusters Score -3507506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3507507.750000 Penalty: 3334.001465
	Iteration 54Q: 3 clusters Score -3507508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3507504.000000 Penalty: 3334.001465
	Iteration 55Q: 3 clusters Score -3507504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3507509.250000 Penalty: 3334.001465
	Iteration 56Q: 3 clusters Score -3507509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3507504.750000 Penalty: 3334.001465
	Iteration 57Q: 3 clusters Score -3507505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3507505.500000 Penalty: 3334.001465
	Iteration 58Q: 3 clusters Score -3507506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3507498.000000 Penalty: 3334.001465
	Iteration 59Q: 3 clusters Score -3507498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3507498.750000 Penalty: 3334.001465
	Iteration 60F: 3 clusters Score -3507499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3507497.750000 Penalty: 3334.001465
	Iteration 61Q: 3 clusters Score -3507498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3507496.250000 Penalty: 3334.001465
	Iteration 62Q: 3 clusters Score -3507496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3507496.250000 Penalty: 3334.001465
	Iteration 63F: 3 clusters Score -3507496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Entering Unmasked Estep 
Score: -987841.875000 Penalty: 1470.003174
	Iteration 0F: 2 clusters Score -987841.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -981727.062500 Penalty: 2940.006348
	Iteration 0F: 3 clusters Score -981727.1 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -983824.812500 Penalty: 2940.006348
	Iteration 1F: 3 clusters Score -983824.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -984236.750000 Penalty: 2940.006348
	Iteration 2F: 3 clusters Score -984236.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -984566.187500 Penalty: 2940.006348
	Iteration 3F: 3 clusters Score -984566.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -984821.250000 Penalty: 2940.006348
	Iteration 4F: 3 clusters Score -984821.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -985030.937500 Penalty: 2940.006348
	Iteration 5Q: 3 clusters Score -985030.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -985207.812500 Penalty: 2940.006348
	Iteration 6Q: 3 clusters Score -985207.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -985380.562500 Penalty: 2940.006348
	Iteration 7Q: 3 clusters Score -985380.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -985585.562500 Penalty: 2940.006348
	Iteration 8Q: 3 clusters Score -985585.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -985813.937500 Penalty: 2940.006348
	Iteration 9Q: 3 clusters Score -985813.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -986055.500000 Penalty: 2940.006348
	Iteration 10Q: 3 clusters Score -986055.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -986258.312500 Penalty: 2940.006348
	Iteration 11Q: 3 clusters Score -986258.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -986439.500000 Penalty: 2940.006348
	Iteration 12Q: 3 clusters Score -986439.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -986677.000000 Penalty: 2940.006348
	Iteration 13Q: 3 clusters Score -986677 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -986888.125000 Penalty: 2940.006348
	Iteration 14Q: 3 clusters Score -986888.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -987022.437500 Penalty: 2940.006348
	Iteration 15Q: 3 clusters Score -987022.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -987115.500000 Penalty: 2940.006348
	Iteration 16Q: 3 clusters Score -987115.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -987184.500000 Penalty: 2940.006348
	Iteration 17Q: 3 clusters Score -987184.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -987247.062500 Penalty: 2940.006348
	Iteration 18Q: 3 clusters Score -987247.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -987294.937500 Penalty: 2940.006348
	Iteration 19Q: 3 clusters Score -987294.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -987331.250000 Penalty: 2940.006348
	Iteration 20F: 3 clusters Score -987331.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -987353.375000 Penalty: 2940.006348
	Iteration 21Q: 3 clusters Score -987353.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -987371.250000 Penalty: 2940.006348
	Iteration 22Q: 3 clusters Score -987371.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -987392.687500 Penalty: 2940.006348
	Iteration 23Q: 3 clusters Score -987392.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -987408.625000 Penalty: 2940.006348
	Iteration 24Q: 3 clusters Score -987408.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -987426.000000 Penalty: 2940.006348
	Iteration 25Q: 3 clusters Score -987426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -987437.187500 Penalty: 2940.006348
	Iteration 26Q: 3 clusters Score -987437.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -987445.375000 Penalty: 2940.006348
	Iteration 27Q: 3 clusters Score -987445.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -987452.687500 Penalty: 2940.006348
	Iteration 28Q: 3 clusters Score -987452.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -987457.187500 Penalty: 2940.006348
	Iteration 29Q: 3 clusters Score -987457.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -987461.062500 Penalty: 2940.006348
	Iteration 30Q: 3 clusters Score -987461.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -987465.125000 Penalty: 2940.006348
	Iteration 31Q: 3 clusters Score -987465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -987465.062500 Penalty: 2940.006348
	Iteration 32Q: 3 clusters Score -987465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -987465.312500 Penalty: 2940.006348
	Iteration 33Q: 3 clusters Score -987465.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -987465.312500 Penalty: 2940.006348
	Iteration 34F: 3 clusters Score -987465.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Entering Unmasked Estep 
Score: -4017330.000000 Penalty: 1690.026611
	Iteration 0F: 2 clusters Score -4017330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3996310.750000 Penalty: 3380.053223
	Iteration 0F: 3 clusters Score -3996311 nChanged 15057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4004675.000000 Penalty: 3380.053223
	Iteration 1F: 3 clusters Score -4004675 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4005141.500000 Penalty: 3380.053223
	Iteration 2Q: 3 clusters Score -4005142 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4005626.250000 Penalty: 3380.053223
	Iteration 3Q: 3 clusters Score -4005626 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4006150.500000 Penalty: 3380.053223
	Iteration 4Q: 3 clusters Score -4006150 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -4006777.250000 Penalty: 3380.053223
	Iteration 5Q: 3 clusters Score -4006777 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -4007584.500000 Penalty: 3380.053223
	Iteration 6Q: 3 clusters Score -4007584 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -4008621.250000 Penalty: 3380.053223
	Iteration 7F: 3 clusters Score -4008621 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -4009852.500000 Penalty: 3380.053223
	Iteration 8F: 3 clusters Score -4009852 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -4011174.250000 Penalty: 3380.053223
	Iteration 9F: 3 clusters Score -4011174 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -4012335.000000 Penalty: 3380.053223
	Iteration 10Q: 3 clusters Score -4012335 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -4013208.750000 Penalty: 3380.053223
	Iteration 11Q: 3 clusters Score -4013209 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -4013758.250000 Penalty: 3380.053223
	Iteration 12Q: 3 clusters Score -4013758 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -4014060.500000 Penalty: 3380.053223
	Iteration 13Q: 3 clusters Score -4014060 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -4014281.500000 Penalty: 3380.053223
	Iteration 14Q: 3 clusters Score -4014282 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -4014423.750000 Penalty: 3380.053223
	Iteration 15Q: 3 clusters Score -4014424 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4014526.250000 Penalty: 3380.053223
	Iteration 16Q: 3 clusters Score -4014526 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -4014606.000000 Penalty: 3380.053223
	Iteration 17Q: 3 clusters Score -4014606 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4014679.000000 Penalty: 3380.053223
	Iteration 18Q: 3 clusters Score -4014679 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4014746.250000 Penalty: 3380.053223
	Iteration 19Q: 3 clusters Score -4014746 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4014814.750000 Penalty: 3380.053223
	Iteration 20F: 3 clusters Score -4014815 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4014913.250000 Penalty: 3380.053223
	Iteration 21Q: 3 clusters Score -4014913 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4015001.000000 Penalty: 3380.053223
	Iteration 22Q: 3 clusters Score -4015001 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4015067.500000 Penalty: 3380.053223
	Iteration 23Q: 3 clusters Score -4015068 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4015129.250000 Penalty: 3380.053223
	Iteration 24Q: 3 clusters Score -4015129 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4015196.000000 Penalty: 3380.053223
	Iteration 25Q: 3 clusters Score -4015196 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4015252.000000 Penalty: 3380.053223
	Iteration 26Q: 3 clusters Score -4015252 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4015315.750000 Penalty: 3380.053223
	Iteration 27Q: 3 clusters Score -4015316 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4015375.250000 Penalty: 3380.053223
	Iteration 28Q: 3 clusters Score -4015375 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4015446.500000 Penalty: 3380.053223
	Iteration 29Q: 3 clusters Score -4015446 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4015497.000000 Penalty: 3380.053223
	Iteration 30Q: 3 clusters Score -4015497 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4015525.500000 Penalty: 3380.053223
	Iteration 31Q: 3 clusters Score -4015526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4015564.250000 Penalty: 3380.053223
	Iteration 32Q: 3 clusters Score -4015564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4015610.250000 Penalty: 3380.053223
	Iteration 33Q: 3 clusters Score -4015610 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4015627.000000 Penalty: 3380.053223
	Iteration 34Q: 3 clusters Score -4015627 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4015655.750000 Penalty: 3380.053223
	Iteration 35Q: 3 clusters Score -4015656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4015671.500000 Penalty: 3380.053223
	Iteration 36Q: 3 clusters Score -4015672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4015699.000000 Penalty: 3380.053223
	Iteration 37Q: 3 clusters Score -4015699 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4015732.000000 Penalty: 3380.053223
	Iteration 38Q: 3 clusters Score -4015732 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4015744.000000 Penalty: 3380.053223
	Iteration 39Q: 3 clusters Score -4015744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4015760.500000 Penalty: 3380.053223
	Iteration 40F: 3 clusters Score -4015760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4015775.000000 Penalty: 3380.053223
	Iteration 41Q: 3 clusters Score -4015775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4015780.500000 Penalty: 3380.053223
	Iteration 42Q: 3 clusters Score -4015780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4015795.000000 Penalty: 3380.053223
	Iteration 43Q: 3 clusters Score -4015795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4015804.500000 Penalty: 3380.053223
	Iteration 44Q: 3 clusters Score -4015804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4015810.500000 Penalty: 3380.053223
	Iteration 45Q: 3 clusters Score -4015810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4015819.750000 Penalty: 3380.053223
	Iteration 46Q: 3 clusters Score -4015820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4015827.250000 Penalty: 3380.053223
	Iteration 47Q: 3 clusters Score -4015827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4015826.750000 Penalty: 3380.053223
	Iteration 48Q: 3 clusters Score -4015827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4015832.500000 Penalty: 3380.053223
	Iteration 49Q: 3 clusters Score -4015832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4015833.250000 Penalty: 3380.053223
	Iteration 50Q: 3 clusters Score -4015833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4015825.500000 Penalty: 3380.053223
	Iteration 51Q: 3 clusters Score -4015826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4015823.000000 Penalty: 3380.053223
	Iteration 52Q: 3 clusters Score -4015823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4015828.500000 Penalty: 3380.053223
	Iteration 53Q: 3 clusters Score -4015828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4015834.250000 Penalty: 3380.053223
	Iteration 54Q: 3 clusters Score -4015834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4015836.500000 Penalty: 3380.053223
	Iteration 55Q: 3 clusters Score -4015836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4015835.500000 Penalty: 3380.053223
	Iteration 56Q: 3 clusters Score -4015836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4015838.750000 Penalty: 3380.053223
	Iteration 57Q: 3 clusters Score -4015839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4015837.750000 Penalty: 3380.053223
	Iteration 58Q: 3 clusters Score -4015838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4015840.000000 Penalty: 3380.053223
	Iteration 59Q: 3 clusters Score -4015840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4015842.750000 Penalty: 3380.053223
	Iteration 60F: 3 clusters Score -4015843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4015844.500000 Penalty: 3380.053223
	Iteration 61Q: 3 clusters Score -4015844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4015844.750000 Penalty: 3380.053223
	Iteration 62Q: 3 clusters Score -4015845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4015847.000000 Penalty: 3380.053223
	Iteration 63Q: 3 clusters Score -4015847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4015846.000000 Penalty: 3380.053223
	Iteration 64Q: 3 clusters Score -4015846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4015847.500000 Penalty: 3380.053223
	Iteration 65Q: 3 clusters Score -4015848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4015859.250000 Penalty: 3380.053223
	Iteration 66Q: 3 clusters Score -4015859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4015866.000000 Penalty: 3380.053223
	Iteration 67Q: 3 clusters Score -4015866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4015868.000000 Penalty: 3380.053223
	Iteration 68Q: 3 clusters Score -4015868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4015877.250000 Penalty: 3380.053223
	Iteration 69Q: 3 clusters Score -4015877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4015876.750000 Penalty: 3380.053223
	Iteration 70Q: 3 clusters Score -4015877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4015877.500000 Penalty: 3380.053223
	Iteration 71Q: 3 clusters Score -4015878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4015890.250000 Penalty: 3380.053223
	Iteration 72Q: 3 clusters Score -4015890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4015888.750000 Penalty: 3380.053223
	Iteration 73Q: 3 clusters Score -4015889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4015890.500000 Penalty: 3380.053223
	Iteration 74Q: 3 clusters Score -4015890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4015892.250000 Penalty: 3380.053223
	Iteration 75Q: 3 clusters Score -4015892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4015898.250000 Penalty: 3380.053223
	Iteration 76Q: 3 clusters Score -4015898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4015903.500000 Penalty: 3380.053223
	Iteration 77Q: 3 clusters Score -4015904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4015907.500000 Penalty: 3380.053223
	Iteration 78Q: 3 clusters Score -4015908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4015906.250000 Penalty: 3380.053223
	Iteration 79Q: 3 clusters Score -4015906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4015914.000000 Penalty: 3380.053223
	Iteration 80F: 3 clusters Score -4015914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4015917.500000 Penalty: 3380.053223
	Iteration 81Q: 3 clusters Score -4015918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4015912.250000 Penalty: 3380.053223
	Iteration 82Q: 3 clusters Score -4015912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4015917.250000 Penalty: 3380.053223
	Iteration 83Q: 3 clusters Score -4015917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4015912.500000 Penalty: 3380.053223
	Iteration 84Q: 3 clusters Score -4015912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4015917.250000 Penalty: 3380.053223
	Iteration 85Q: 3 clusters Score -4015917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4015917.500000 Penalty: 3380.053223
	Iteration 86Q: 3 clusters Score -4015918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4015917.500000 Penalty: 3380.053223
	Iteration 87F: 3 clusters Score -4015918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Entering Unmasked Estep 
Score: -3461555.000000 Penalty: 1666.932373
	Iteration 0F: 2 clusters Score -3461555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3443230.750000 Penalty: 3333.864746
	Iteration 0F: 3 clusters Score -3443231 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3450439.750000 Penalty: 3333.864746
	Iteration 1F: 3 clusters Score -3450440 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3450913.500000 Penalty: 3333.864746
	Iteration 2Q: 3 clusters Score -3450914 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3451419.000000 Penalty: 3333.864746
	Iteration 3Q: 3 clusters Score -3451419 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3452039.500000 Penalty: 3333.864746
	Iteration 4Q: 3 clusters Score -3452040 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3452789.000000 Penalty: 3333.864746
	Iteration 5F: 3 clusters Score -3452789 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3453611.250000 Penalty: 3333.864746
	Iteration 6F: 3 clusters Score -3453611 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3454739.500000 Penalty: 3333.864746
	Iteration 7F: 3 clusters Score -3454740 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3455952.000000 Penalty: 3333.864746
	Iteration 8F: 3 clusters Score -3455952 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3457235.500000 Penalty: 3333.864746
	Iteration 9F: 3 clusters Score -3457236 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3458397.500000 Penalty: 3333.864746
	Iteration 10F: 3 clusters Score -3458398 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3459239.000000 Penalty: 3333.864746
	Iteration 11Q: 3 clusters Score -3459239 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3459692.000000 Penalty: 3333.864746
	Iteration 12Q: 3 clusters Score -3459692 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3459914.000000 Penalty: 3333.864746
	Iteration 13Q: 3 clusters Score -3459914 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3460051.250000 Penalty: 3333.864746
	Iteration 14Q: 3 clusters Score -3460051 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3460145.750000 Penalty: 3333.864746
	Iteration 15Q: 3 clusters Score -3460146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3460187.500000 Penalty: 3333.864746
	Iteration 16Q: 3 clusters Score -3460188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3460213.750000 Penalty: 3333.864746
	Iteration 17Q: 3 clusters Score -3460214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3460229.500000 Penalty: 3333.864746
	Iteration 18Q: 3 clusters Score -3460230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3460236.000000 Penalty: 3333.864746
	Iteration 19Q: 3 clusters Score -3460236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3460246.250000 Penalty: 3333.864746
	Iteration 20F: 3 clusters Score -3460246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3460256.250000 Penalty: 3333.864746
	Iteration 21Q: 3 clusters Score -3460256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3460261.750000 Penalty: 3333.864746
	Iteration 22Q: 3 clusters Score -3460262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3460266.250000 Penalty: 3333.864746
	Iteration 23Q: 3 clusters Score -3460266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3460276.000000 Penalty: 3333.864746
	Iteration 24Q: 3 clusters Score -3460276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3460276.750000 Penalty: 3333.864746
	Iteration 25Q: 3 clusters Score -3460277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3460276.750000 Penalty: 3333.864746
	Iteration 26F: 3 clusters Score -3460277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -171985.515625 Penalty: 1186.436523
	Iteration 0F: 2 clusters Score -171985.5 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 778 members 
Entering Unmasked Estep 
Score: -170207.656250 Penalty: 2372.873047
	Iteration 0F: 3 clusters Score -170207.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -170525.718750 Penalty: 2372.873047
	Iteration 1F: 3 clusters Score -170525.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170634.859375 Penalty: 2372.873047
	Iteration 2F: 3 clusters Score -170634.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -170703.093750 Penalty: 2372.873047
	Iteration 3Q: 3 clusters Score -170703.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -170756.109375 Penalty: 2372.873047
	Iteration 4Q: 3 clusters Score -170756.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -170795.703125 Penalty: 2372.873047
	Iteration 5Q: 3 clusters Score -170795.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -170821.203125 Penalty: 2372.873047
	Iteration 6Q: 3 clusters Score -170821.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -170839.937500 Penalty: 2372.873047
	Iteration 7Q: 3 clusters Score -170839.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -170863.296875 Penalty: 2372.873047
	Iteration 8Q: 3 clusters Score -170863.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -170881.140625 Penalty: 2372.873047
	Iteration 9Q: 3 clusters Score -170881.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -170895.890625 Penalty: 2372.873047
	Iteration 10Q: 3 clusters Score -170895.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -170913.359375 Penalty: 2372.873047
	Iteration 11Q: 3 clusters Score -170913.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -170936.734375 Penalty: 2372.873047
	Iteration 12Q: 3 clusters Score -170936.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -170950.375000 Penalty: 2372.873047
	Iteration 13Q: 3 clusters Score -170950.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -170957.515625 Penalty: 2372.873047
	Iteration 14Q: 3 clusters Score -170957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -170961.968750 Penalty: 2372.873047
	Iteration 15Q: 3 clusters Score -170962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -170965.656250 Penalty: 2372.873047
	Iteration 16Q: 3 clusters Score -170965.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -170970.406250 Penalty: 2372.873047
	Iteration 17Q: 3 clusters Score -170970.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -170977.625000 Penalty: 2372.873047
	Iteration 18Q: 3 clusters Score -170977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -170983.109375 Penalty: 2372.873047
	Iteration 19Q: 3 clusters Score -170983.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -170986.312500 Penalty: 2372.873047
	Iteration 20F: 3 clusters Score -170986.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -170987.906250 Penalty: 2372.873047
	Iteration 21Q: 3 clusters Score -170987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -170988.265625 Penalty: 2372.873047
	Iteration 22Q: 3 clusters Score -170988.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -170989.140625 Penalty: 2372.873047
	Iteration 23Q: 3 clusters Score -170989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -170989.140625 Penalty: 2372.873047
	Iteration 24F: 3 clusters Score -170989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26962 members 
Mstep: Class 7 contains 28653 members 
Mstep: Class 8 contains 29897 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25734 members 
Mstep: Class 15 contains 28523 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 28511 members 
Mstep: Class 19 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442014.000000 Penalty: 25983.595703
Iteration 199Q: 14 clusters Score -2.644201e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26976 members 
Mstep: Class 7 contains 28641 members 
Mstep: Class 8 contains 29901 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7689 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25729 members 
Mstep: Class 15 contains 28524 members 
Mstep: Class 16 contains 8498 members 
Mstep: Class 17 contains 32875 members 
Mstep: Class 18 contains 28490 members 
Mstep: Class 19 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441934.000000 Penalty: 25983.595703
Iteration 200F: 14 clusters Score -2.644193e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26985 members 
Mstep: Class 7 contains 28639 members 
Mstep: Class 8 contains 29901 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25724 members 
Mstep: Class 15 contains 28525 members 
Mstep: Class 16 contains 8506 members 
Mstep: Class 17 contains 32888 members 
Mstep: Class 18 contains 28469 members 
Mstep: Class 19 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441926.000000 Penalty: 25983.595703
Iteration 201Q: 14 clusters Score -2.644193e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26986 members 
Mstep: Class 7 contains 28650 members 
Mstep: Class 8 contains 29894 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25719 members 
Mstep: Class 15 contains 28533 members 
Mstep: Class 16 contains 8515 members 
Mstep: Class 17 contains 32896 members 
Mstep: Class 18 contains 28440 members 
Mstep: Class 19 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441986.000000 Penalty: 25983.595703
Iteration 202Q: 14 clusters Score -2.644199e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26988 members 
Mstep: Class 7 contains 28654 members 
Mstep: Class 8 contains 29899 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7684 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25714 members 
Mstep: Class 15 contains 28534 members 
Mstep: Class 16 contains 8525 members 
Mstep: Class 17 contains 32902 members 
Mstep: Class 18 contains 28423 members 
Mstep: Class 19 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441970.000000 Penalty: 25983.595703
Iteration 203Q: 14 clusters Score -2.644197e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26985 members 
Mstep: Class 7 contains 28661 members 
Mstep: Class 8 contains 29896 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25712 members 
Mstep: Class 15 contains 28536 members 
Mstep: Class 16 contains 8531 members 
Mstep: Class 17 contains 32917 members 
Mstep: Class 18 contains 28407 members 
Mstep: Class 19 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441970.000000 Penalty: 25983.595703
Iteration 204Q: 14 clusters Score -2.644197e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26982 members 
Mstep: Class 7 contains 28665 members 
Mstep: Class 8 contains 29905 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25703 members 
Mstep: Class 15 contains 28537 members 
Mstep: Class 16 contains 8538 members 
Mstep: Class 17 contains 32933 members 
Mstep: Class 18 contains 28384 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442032.000000 Penalty: 25983.595703
Iteration 205Q: 14 clusters Score -2.644203e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26987 members 
Mstep: Class 7 contains 28664 members 
Mstep: Class 8 contains 29908 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25694 members 
Mstep: Class 15 contains 28540 members 
Mstep: Class 16 contains 8546 members 
Mstep: Class 17 contains 32945 members 
Mstep: Class 18 contains 28363 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442026.000000 Penalty: 25983.595703
Iteration 206Q: 14 clusters Score -2.644203e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26992 members 
Mstep: Class 7 contains 28664 members 
Mstep: Class 8 contains 29910 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25687 members 
Mstep: Class 15 contains 28542 members 
Mstep: Class 16 contains 8550 members 
Mstep: Class 17 contains 32947 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442038.000000 Penalty: 25983.595703
Iteration 207Q: 14 clusters Score -2.644204e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26996 members 
Mstep: Class 7 contains 28662 members 
Mstep: Class 8 contains 29910 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25680 members 
Mstep: Class 15 contains 28544 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 32953 members 
Mstep: Class 18 contains 28348 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442018.000000 Penalty: 25983.595703
Iteration 208Q: 14 clusters Score -2.644202e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27009 members 
Mstep: Class 7 contains 28654 members 
Mstep: Class 8 contains 29902 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25670 members 
Mstep: Class 15 contains 28546 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 32968 members 
Mstep: Class 18 contains 28338 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442008.000000 Penalty: 25983.595703
Iteration 209Q: 14 clusters Score -2.644201e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27021 members 
Mstep: Class 7 contains 28649 members 
Mstep: Class 8 contains 29891 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25666 members 
Mstep: Class 15 contains 28541 members 
Mstep: Class 16 contains 8564 members 
Mstep: Class 17 contains 32986 members 
Mstep: Class 18 contains 28330 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442036.000000 Penalty: 25983.595703
Iteration 210Q: 14 clusters Score -2.644204e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27037 members 
Mstep: Class 7 contains 28646 members 
Mstep: Class 8 contains 29873 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25654 members 
Mstep: Class 15 contains 28544 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 33008 members 
Mstep: Class 18 contains 28314 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442062.000000 Penalty: 25983.595703
Iteration 211Q: 14 clusters Score -2.644206e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27047 members 
Mstep: Class 7 contains 28645 members 
Mstep: Class 8 contains 29862 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25650 members 
Mstep: Class 15 contains 28544 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 33022 members 
Mstep: Class 18 contains 28300 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442062.000000 Penalty: 25983.595703
Iteration 212Q: 14 clusters Score -2.644206e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27068 members 
Mstep: Class 7 contains 28640 members 
Mstep: Class 8 contains 29859 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25651 members 
Mstep: Class 15 contains 28546 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 33019 members 
Mstep: Class 18 contains 28281 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442054.000000 Penalty: 25983.595703
Iteration 213Q: 14 clusters Score -2.644205e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27083 members 
Mstep: Class 7 contains 28627 members 
Mstep: Class 8 contains 29856 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25656 members 
Mstep: Class 15 contains 28546 members 
Mstep: Class 16 contains 8580 members 
Mstep: Class 17 contains 33023 members 
Mstep: Class 18 contains 28273 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442086.000000 Penalty: 25983.595703
Iteration 214Q: 14 clusters Score -2.644209e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27095 members 
Mstep: Class 7 contains 28619 members 
Mstep: Class 8 contains 29857 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25655 members 
Mstep: Class 15 contains 28544 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 33027 members 
Mstep: Class 18 contains 28266 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442078.000000 Penalty: 25983.595703
Iteration 215Q: 14 clusters Score -2.644208e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27098 members 
Mstep: Class 7 contains 28621 members 
Mstep: Class 8 contains 29862 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25650 members 
Mstep: Class 15 contains 28544 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 33027 members 
Mstep: Class 18 contains 28253 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442078.000000 Penalty: 25983.595703
Iteration 216Q: 14 clusters Score -2.644208e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27100 members 
Mstep: Class 7 contains 28610 members 
Mstep: Class 8 contains 29857 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25648 members 
Mstep: Class 15 contains 28547 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 17 contains 33040 members 
Mstep: Class 18 contains 28250 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442038.000000 Penalty: 25983.595703
Iteration 217Q: 14 clusters Score -2.644204e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 7 contains 28605 members 
Mstep: Class 8 contains 29859 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25643 members 
Mstep: Class 15 contains 28548 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 33049 members 
Mstep: Class 18 contains 28245 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442082.000000 Penalty: 25983.595703
Iteration 218Q: 14 clusters Score -2.644208e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27105 members 
Mstep: Class 7 contains 28598 members 
Mstep: Class 8 contains 29862 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25639 members 
Mstep: Class 15 contains 28549 members 
Mstep: Class 16 contains 8601 members 
Mstep: Class 17 contains 33052 members 
Mstep: Class 18 contains 28240 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442076.000000 Penalty: 25983.595703
Iteration 219Q: 14 clusters Score -2.644208e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27107 members 
Mstep: Class 7 contains 28592 members 
Mstep: Class 8 contains 29864 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25637 members 
Mstep: Class 15 contains 28551 members 
Mstep: Class 16 contains 8601 members 
Mstep: Class 17 contains 33062 members 
Mstep: Class 18 contains 28233 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442048.000000 Penalty: 25983.595703
Iteration 220F: 14 clusters Score -2.644205e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27108 members 
Mstep: Class 7 contains 28589 members 
Mstep: Class 8 contains 29873 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25633 members 
Mstep: Class 15 contains 28552 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 33063 members 
Mstep: Class 18 contains 28226 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442050.000000 Penalty: 25983.595703
Iteration 221Q: 14 clusters Score -2.644205e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27105 members 
Mstep: Class 7 contains 28582 members 
Mstep: Class 8 contains 29874 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25633 members 
Mstep: Class 15 contains 28558 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 33069 members 
Mstep: Class 18 contains 28219 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442076.000000 Penalty: 25983.595703
Iteration 222Q: 14 clusters Score -2.644208e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27098 members 
Mstep: Class 7 contains 28579 members 
Mstep: Class 8 contains 29878 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25629 members 
Mstep: Class 15 contains 28562 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 33073 members 
Mstep: Class 18 contains 28215 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442002.000000 Penalty: 25983.595703
Iteration 223Q: 14 clusters Score -2.6442e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27094 members 
Mstep: Class 7 contains 28571 members 
Mstep: Class 8 contains 29881 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7684 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25630 members 
Mstep: Class 15 contains 28566 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 33078 members 
Mstep: Class 18 contains 28208 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442032.000000 Penalty: 25983.595703
Iteration 224Q: 14 clusters Score -2.644203e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27095 members 
Mstep: Class 7 contains 28562 members 
Mstep: Class 8 contains 29885 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7683 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25631 members 
Mstep: Class 15 contains 28570 members 
Mstep: Class 16 contains 8614 members 
Mstep: Class 17 contains 33084 members 
Mstep: Class 18 contains 28201 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442040.000000 Penalty: 25983.595703
Iteration 225Q: 14 clusters Score -2.644204e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27103 members 
Mstep: Class 7 contains 28549 members 
Mstep: Class 8 contains 29882 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7685 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25627 members 
Mstep: Class 15 contains 28574 members 
Mstep: Class 16 contains 8616 members 
Mstep: Class 17 contains 33095 members 
Mstep: Class 18 contains 28195 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442064.000000 Penalty: 25983.595703
Iteration 226Q: 14 clusters Score -2.644206e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27110 members 
Mstep: Class 7 contains 28549 members 
Mstep: Class 8 contains 29886 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25623 members 
Mstep: Class 15 contains 28576 members 
Mstep: Class 16 contains 8616 members 
Mstep: Class 17 contains 33089 members 
Mstep: Class 18 contains 28191 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442040.000000 Penalty: 25983.595703
Iteration 227Q: 14 clusters Score -2.644204e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27112 members 
Mstep: Class 7 contains 28554 members 
Mstep: Class 8 contains 29889 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7683 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25624 members 
Mstep: Class 15 contains 28577 members 
Mstep: Class 16 contains 8618 members 
Mstep: Class 17 contains 33087 members 
Mstep: Class 18 contains 28182 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442062.000000 Penalty: 25983.595703
Iteration 228Q: 14 clusters Score -2.644206e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27116 members 
Mstep: Class 7 contains 28554 members 
Mstep: Class 8 contains 29889 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7684 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25621 members 
Mstep: Class 15 contains 28582 members 
Mstep: Class 16 contains 8620 members 
Mstep: Class 17 contains 33089 members 
Mstep: Class 18 contains 28171 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442072.000000 Penalty: 25983.595703
Iteration 229Q: 14 clusters Score -2.644207e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27124 members 
Mstep: Class 7 contains 28545 members 
Mstep: Class 8 contains 29888 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25615 members 
Mstep: Class 15 contains 28584 members 
Mstep: Class 16 contains 8621 members 
Mstep: Class 17 contains 33105 members 
Mstep: Class 18 contains 28158 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442096.000000 Penalty: 25983.595703
Iteration 230Q: 14 clusters Score -2.64421e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27124 members 
Mstep: Class 7 contains 28544 members 
Mstep: Class 8 contains 29890 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7687 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25605 members 
Mstep: Class 15 contains 28587 members 
Mstep: Class 16 contains 8620 members 
Mstep: Class 17 contains 33113 members 
Mstep: Class 18 contains 28155 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442090.000000 Penalty: 25983.595703
Iteration 231Q: 14 clusters Score -2.644209e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27128 members 
Mstep: Class 7 contains 28546 members 
Mstep: Class 8 contains 29894 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25598 members 
Mstep: Class 15 contains 28588 members 
Mstep: Class 16 contains 8621 members 
Mstep: Class 17 contains 33108 members 
Mstep: Class 18 contains 28154 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442082.000000 Penalty: 25983.595703
Iteration 232Q: 14 clusters Score -2.644208e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27129 members 
Mstep: Class 7 contains 28551 members 
Mstep: Class 8 contains 29891 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25588 members 
Mstep: Class 15 contains 28592 members 
Mstep: Class 16 contains 8620 members 
Mstep: Class 17 contains 33112 members 
Mstep: Class 18 contains 28152 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442118.000000 Penalty: 25983.595703
Iteration 233Q: 14 clusters Score -2.644212e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 7 contains 28549 members 
Mstep: Class 8 contains 29888 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7687 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25580 members 
Mstep: Class 15 contains 28595 members 
Mstep: Class 16 contains 8621 members 
Mstep: Class 17 contains 33126 members 
Mstep: Class 18 contains 28148 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442120.000000 Penalty: 25983.595703
Iteration 234Q: 14 clusters Score -2.644212e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27129 members 
Mstep: Class 7 contains 28550 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25574 members 
Mstep: Class 15 contains 28595 members 
Mstep: Class 16 contains 8621 members 
Mstep: Class 17 contains 33133 members 
Mstep: Class 18 contains 28140 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442136.000000 Penalty: 25983.595703
Iteration 235Q: 14 clusters Score -2.644214e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27125 members 
Mstep: Class 7 contains 28548 members 
Mstep: Class 8 contains 29907 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25561 members 
Mstep: Class 15 contains 28597 members 
Mstep: Class 16 contains 8622 members 
Mstep: Class 17 contains 33141 members 
Mstep: Class 18 contains 28136 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442112.000000 Penalty: 25983.595703
Iteration 236Q: 14 clusters Score -2.644211e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27129 members 
Mstep: Class 7 contains 28547 members 
Mstep: Class 8 contains 29910 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25544 members 
Mstep: Class 15 contains 28599 members 
Mstep: Class 16 contains 8623 members 
Mstep: Class 17 contains 33153 members 
Mstep: Class 18 contains 28132 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442060.000000 Penalty: 25983.595703
Iteration 237Q: 14 clusters Score -2.644206e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27126 members 
Mstep: Class 7 contains 28548 members 
Mstep: Class 8 contains 29913 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25533 members 
Mstep: Class 15 contains 28603 members 
Mstep: Class 16 contains 8624 members 
Mstep: Class 17 contains 33161 members 
Mstep: Class 18 contains 28129 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442094.000000 Penalty: 25983.595703
Iteration 238Q: 14 clusters Score -2.644209e+07 nChanged 47
Entering ConstructFrom: 
Score: -26442094.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 1 (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: -39303.781250 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39303.78 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 195 members 
Entering Unmasked Estep 
Score: -38403.394531 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38403.39 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38555.417969 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -38555.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38602.832031 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -38602.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38635.839844 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -38635.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38656.660156 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -38656.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38660.636719 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -38660.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38664.726562 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -38664.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38665.562500 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -38665.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38678.277344 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -38678.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38684.070312 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -38684.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38692.855469 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -38692.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38697.039062 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -38697.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38703.953125 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -38703.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38705.691406 Penalty: 1936.488037
	Iteration 13Q: 3 clusters Score -38705.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38705.691406 Penalty: 1936.488037
	Iteration 14F: 3 clusters Score -38705.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Entering Unmasked Estep 
Score: -3393743.750000 Penalty: 1658.822388
	Iteration 0F: 2 clusters Score -3393744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3376570.500000 Penalty: 3317.644775
	Iteration 0F: 3 clusters Score -3376570 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3383333.250000 Penalty: 3317.644775
	Iteration 1F: 3 clusters Score -3383333 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3383724.250000 Penalty: 3317.644775
	Iteration 2Q: 3 clusters Score -3383724 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3384090.750000 Penalty: 3317.644775
	Iteration 3Q: 3 clusters Score -3384091 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3384502.750000 Penalty: 3317.644775
	Iteration 4Q: 3 clusters Score -3384503 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3384958.750000 Penalty: 3317.644775
	Iteration 5Q: 3 clusters Score -3384959 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3385623.250000 Penalty: 3317.644775
	Iteration 6F: 3 clusters Score -3385623 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3386531.000000 Penalty: 3317.644775
	Iteration 7F: 3 clusters Score -3386531 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3387574.250000 Penalty: 3317.644775
	Iteration 8F: 3 clusters Score -3387574 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3388955.250000 Penalty: 3317.644775
	Iteration 9F: 3 clusters Score -3388955 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3389939.250000 Penalty: 3317.644775
	Iteration 10Q: 3 clusters Score -3389939 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3390603.750000 Penalty: 3317.644775
	Iteration 11Q: 3 clusters Score -3390604 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3391070.750000 Penalty: 3317.644775
	Iteration 12Q: 3 clusters Score -3391071 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3391464.000000 Penalty: 3317.644775
	Iteration 13Q: 3 clusters Score -3391464 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3391825.750000 Penalty: 3317.644775
	Iteration 14Q: 3 clusters Score -3391826 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3392076.000000 Penalty: 3317.644775
	Iteration 15Q: 3 clusters Score -3392076 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3392217.000000 Penalty: 3317.644775
	Iteration 16Q: 3 clusters Score -3392217 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3392285.500000 Penalty: 3317.644775
	Iteration 17Q: 3 clusters Score -3392286 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3392309.000000 Penalty: 3317.644775
	Iteration 18Q: 3 clusters Score -3392309 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3392309.750000 Penalty: 3317.644775
	Iteration 19Q: 3 clusters Score -3392310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3392344.750000 Penalty: 3317.644775
	Iteration 20F: 3 clusters Score -3392345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3392366.750000 Penalty: 3317.644775
	Iteration 21Q: 3 clusters Score -3392367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3392381.500000 Penalty: 3317.644775
	Iteration 22Q: 3 clusters Score -3392382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3392391.250000 Penalty: 3317.644775
	Iteration 23Q: 3 clusters Score -3392391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3392392.250000 Penalty: 3317.644775
	Iteration 24Q: 3 clusters Score -3392392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3392395.500000 Penalty: 3317.644775
	Iteration 25Q: 3 clusters Score -3392396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3392397.000000 Penalty: 3317.644775
	Iteration 26Q: 3 clusters Score -3392397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3392395.750000 Penalty: 3317.644775
	Iteration 27Q: 3 clusters Score -3392396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3392399.000000 Penalty: 3317.644775
	Iteration 28Q: 3 clusters Score -3392399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3392397.250000 Penalty: 3317.644775
	Iteration 29Q: 3 clusters Score -3392397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3392399.000000 Penalty: 3317.644775
	Iteration 30Q: 3 clusters Score -3392399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3392399.000000 Penalty: 3317.644775
	Iteration 31F: 3 clusters Score -3392399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Entering Unmasked Estep 
Score: -3569023.500000 Penalty: 1667.137329
	Iteration 0F: 2 clusters Score -3569024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3551237.500000 Penalty: 3334.274658
	Iteration 0F: 3 clusters Score -3551238 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3558391.500000 Penalty: 3334.274658
	Iteration 1F: 3 clusters Score -3558392 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3558749.500000 Penalty: 3334.274658
	Iteration 2Q: 3 clusters Score -3558750 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3559195.000000 Penalty: 3334.274658
	Iteration 3Q: 3 clusters Score -3559195 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3559844.500000 Penalty: 3334.274658
	Iteration 4F: 3 clusters Score -3559844 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3560705.750000 Penalty: 3334.274658
	Iteration 5F: 3 clusters Score -3560706 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3561910.500000 Penalty: 3334.274658
	Iteration 6F: 3 clusters Score -3561910 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3563575.000000 Penalty: 3334.274658
	Iteration 7F: 3 clusters Score -3563575 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3565246.250000 Penalty: 3334.274658
	Iteration 8F: 3 clusters Score -3565246 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3566417.750000 Penalty: 3334.274658
	Iteration 9F: 3 clusters Score -3566418 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3567132.750000 Penalty: 3334.274658
	Iteration 10Q: 3 clusters Score -3567133 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3567487.250000 Penalty: 3334.274658
	Iteration 11Q: 3 clusters Score -3567487 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3567561.750000 Penalty: 3334.274658
	Iteration 12Q: 3 clusters Score -3567562 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3567598.750000 Penalty: 3334.274658
	Iteration 13Q: 3 clusters Score -3567599 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3567611.500000 Penalty: 3334.274658
	Iteration 14Q: 3 clusters Score -3567612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3567648.000000 Penalty: 3334.274658
	Iteration 15Q: 3 clusters Score -3567648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3567678.750000 Penalty: 3334.274658
	Iteration 16Q: 3 clusters Score -3567679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3567692.000000 Penalty: 3334.274658
	Iteration 17Q: 3 clusters Score -3567692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3567696.000000 Penalty: 3334.274658
	Iteration 18Q: 3 clusters Score -3567696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3567698.750000 Penalty: 3334.274658
	Iteration 19Q: 3 clusters Score -3567699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -3567696.750000 Penalty: 3334.274658
	Iteration 20F: 3 clusters Score -3567697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Entering Unmasked Estep 
Score: -3636204.500000 Penalty: 1674.749146
	Iteration 0F: 2 clusters Score -3636204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3616574.000000 Penalty: 3349.498291
	Iteration 0F: 3 clusters Score -3616574 nChanged 13837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3624284.250000 Penalty: 3349.498291
	Iteration 1F: 3 clusters Score -3624284 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3624824.750000 Penalty: 3349.498291
	Iteration 2F: 3 clusters Score -3624825 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3625490.250000 Penalty: 3349.498291
	Iteration 3F: 3 clusters Score -3625490 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3626265.250000 Penalty: 3349.498291
	Iteration 4F: 3 clusters Score -3626265 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3627281.250000 Penalty: 3349.498291
	Iteration 5F: 3 clusters Score -3627281 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3628540.750000 Penalty: 3349.498291
	Iteration 6F: 3 clusters Score -3628541 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3630004.750000 Penalty: 3349.498291
	Iteration 7F: 3 clusters Score -3630005 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3631233.750000 Penalty: 3349.498291
	Iteration 8F: 3 clusters Score -3631234 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3632030.250000 Penalty: 3349.498291
	Iteration 9Q: 3 clusters Score -3632030 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3632454.750000 Penalty: 3349.498291
	Iteration 10Q: 3 clusters Score -3632455 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3632751.000000 Penalty: 3349.498291
	Iteration 11Q: 3 clusters Score -3632751 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3632951.750000 Penalty: 3349.498291
	Iteration 12Q: 3 clusters Score -3632952 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3633090.000000 Penalty: 3349.498291
	Iteration 13Q: 3 clusters Score -3633090 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3633221.000000 Penalty: 3349.498291
	Iteration 14Q: 3 clusters Score -3633221 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3633336.000000 Penalty: 3349.498291
	Iteration 15Q: 3 clusters Score -3633336 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3633466.750000 Penalty: 3349.498291
	Iteration 16Q: 3 clusters Score -3633467 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3633559.750000 Penalty: 3349.498291
	Iteration 17Q: 3 clusters Score -3633560 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3633661.250000 Penalty: 3349.498291
	Iteration 18Q: 3 clusters Score -3633661 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3633762.000000 Penalty: 3349.498291
	Iteration 19Q: 3 clusters Score -3633762 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3633919.750000 Penalty: 3349.498291
	Iteration 20F: 3 clusters Score -3633920 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3634030.250000 Penalty: 3349.498291
	Iteration 21Q: 3 clusters Score -3634030 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3634171.500000 Penalty: 3349.498291
	Iteration 22Q: 3 clusters Score -3634172 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3634292.500000 Penalty: 3349.498291
	Iteration 23Q: 3 clusters Score -3634292 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3634400.000000 Penalty: 3349.498291
	Iteration 24Q: 3 clusters Score -3634400 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3634478.250000 Penalty: 3349.498291
	Iteration 25Q: 3 clusters Score -3634478 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3634547.000000 Penalty: 3349.498291
	Iteration 26Q: 3 clusters Score -3634547 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3634620.250000 Penalty: 3349.498291
	Iteration 27Q: 3 clusters Score -3634620 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3634696.000000 Penalty: 3349.498291
	Iteration 28Q: 3 clusters Score -3634696 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3634727.250000 Penalty: 3349.498291
	Iteration 29Q: 3 clusters Score -3634727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3634763.000000 Penalty: 3349.498291
	Iteration 30Q: 3 clusters Score -3634763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3634781.000000 Penalty: 3349.498291
	Iteration 31Q: 3 clusters Score -3634781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3634800.750000 Penalty: 3349.498291
	Iteration 32Q: 3 clusters Score -3634801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3634811.000000 Penalty: 3349.498291
	Iteration 33Q: 3 clusters Score -3634811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3634812.250000 Penalty: 3349.498291
	Iteration 34Q: 3 clusters Score -3634812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3634820.250000 Penalty: 3349.498291
	Iteration 35Q: 3 clusters Score -3634820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3634838.750000 Penalty: 3349.498291
	Iteration 36Q: 3 clusters Score -3634839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3634841.000000 Penalty: 3349.498291
	Iteration 37Q: 3 clusters Score -3634841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3634844.250000 Penalty: 3349.498291
	Iteration 38Q: 3 clusters Score -3634844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3634845.750000 Penalty: 3349.498291
	Iteration 39Q: 3 clusters Score -3634846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3634853.500000 Penalty: 3349.498291
	Iteration 40F: 3 clusters Score -3634854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3634850.750000 Penalty: 3349.498291
	Iteration 41Q: 3 clusters Score -3634851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3634855.500000 Penalty: 3349.498291
	Iteration 42Q: 3 clusters Score -3634856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3634860.000000 Penalty: 3349.498291
	Iteration 43Q: 3 clusters Score -3634860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3634859.750000 Penalty: 3349.498291
	Iteration 44Q: 3 clusters Score -3634860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3634860.000000 Penalty: 3349.498291
	Iteration 45Q: 3 clusters Score -3634860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3634865.750000 Penalty: 3349.498291
	Iteration 46Q: 3 clusters Score -3634866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3634869.000000 Penalty: 3349.498291
	Iteration 47Q: 3 clusters Score -3634869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3634871.000000 Penalty: 3349.498291
	Iteration 48Q: 3 clusters Score -3634871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3634870.250000 Penalty: 3349.498291
	Iteration 49Q: 3 clusters Score -3634870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3634877.500000 Penalty: 3349.498291
	Iteration 50Q: 3 clusters Score -3634878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3634879.250000 Penalty: 3349.498291
	Iteration 51Q: 3 clusters Score -3634879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3634883.250000 Penalty: 3349.498291
	Iteration 52Q: 3 clusters Score -3634883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3634887.250000 Penalty: 3349.498291
	Iteration 53Q: 3 clusters Score -3634887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3634889.500000 Penalty: 3349.498291
	Iteration 54Q: 3 clusters Score -3634890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3634886.500000 Penalty: 3349.498291
	Iteration 55Q: 3 clusters Score -3634886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3634889.000000 Penalty: 3349.498291
	Iteration 56Q: 3 clusters Score -3634889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3634890.250000 Penalty: 3349.498291
	Iteration 57Q: 3 clusters Score -3634890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3634889.750000 Penalty: 3349.498291
	Iteration 58Q: 3 clusters Score -3634890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3634890.500000 Penalty: 3349.498291
	Iteration 59Q: 3 clusters Score -3634890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3634893.000000 Penalty: 3349.498291
	Iteration 60F: 3 clusters Score -3634893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -15133.446289 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -15133.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14541.314453 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -14541.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14581.681641 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -14581.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14588.305664 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -14588.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14591.789062 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -14591.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14591.789062 Penalty: 1612.924561
	Iteration 4F: 3 clusters Score -14591.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Entering Unmasked Estep 
Score: -938515.750000 Penalty: 1453.955200
	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 3805 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -932896.812500 Penalty: 2907.910400
	Iteration 0F: 3 clusters Score -932896.8 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -934539.750000 Penalty: 2907.910400
	Iteration 1F: 3 clusters Score -934539.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -934717.500000 Penalty: 2907.910400
	Iteration 2F: 3 clusters Score -934717.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -934870.812500 Penalty: 2907.910400
	Iteration 3Q: 3 clusters Score -934870.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -935004.687500 Penalty: 2907.910400
	Iteration 4Q: 3 clusters Score -935004.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -935112.312500 Penalty: 2907.910400
	Iteration 5Q: 3 clusters Score -935112.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -935203.437500 Penalty: 2907.910400
	Iteration 6Q: 3 clusters Score -935203.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -935297.375000 Penalty: 2907.910400
	Iteration 7Q: 3 clusters Score -935297.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -935401.125000 Penalty: 2907.910400
	Iteration 8Q: 3 clusters Score -935401.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -935512.625000 Penalty: 2907.910400
	Iteration 9Q: 3 clusters Score -935512.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -935617.187500 Penalty: 2907.910400
	Iteration 10Q: 3 clusters Score -935617.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -935697.875000 Penalty: 2907.910400
	Iteration 11Q: 3 clusters Score -935697.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -935779.562500 Penalty: 2907.910400
	Iteration 12Q: 3 clusters Score -935779.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -935860.937500 Penalty: 2907.910400
	Iteration 13Q: 3 clusters Score -935860.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -935952.562500 Penalty: 2907.910400
	Iteration 14Q: 3 clusters Score -935952.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -936049.812500 Penalty: 2907.910400
	Iteration 15Q: 3 clusters Score -936049.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -936135.000000 Penalty: 2907.910400
	Iteration 16Q: 3 clusters Score -936135 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -936229.000000 Penalty: 2907.910400
	Iteration 17Q: 3 clusters Score -936229 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -936315.375000 Penalty: 2907.910400
	Iteration 18Q: 3 clusters Score -936315.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -936398.875000 Penalty: 2907.910400
	Iteration 19Q: 3 clusters Score -936398.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -936502.750000 Penalty: 2907.910400
	Iteration 20F: 3 clusters Score -936502.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -936586.625000 Penalty: 2907.910400
	Iteration 21Q: 3 clusters Score -936586.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -936671.500000 Penalty: 2907.910400
	Iteration 22Q: 3 clusters Score -936671.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -936746.750000 Penalty: 2907.910400
	Iteration 23Q: 3 clusters Score -936746.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -936840.750000 Penalty: 2907.910400
	Iteration 24Q: 3 clusters Score -936840.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -936926.187500 Penalty: 2907.910400
	Iteration 25Q: 3 clusters Score -936926.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -936997.875000 Penalty: 2907.910400
	Iteration 26Q: 3 clusters Score -936997.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -937055.125000 Penalty: 2907.910400
	Iteration 27Q: 3 clusters Score -937055.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -937108.250000 Penalty: 2907.910400
	Iteration 28Q: 3 clusters Score -937108.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -937138.687500 Penalty: 2907.910400
	Iteration 29Q: 3 clusters Score -937138.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -937163.250000 Penalty: 2907.910400
	Iteration 30Q: 3 clusters Score -937163.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -937189.000000 Penalty: 2907.910400
	Iteration 31Q: 3 clusters Score -937189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -937202.437500 Penalty: 2907.910400
	Iteration 32Q: 3 clusters Score -937202.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -937213.250000 Penalty: 2907.910400
	Iteration 33Q: 3 clusters Score -937213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -937221.625000 Penalty: 2907.910400
	Iteration 34Q: 3 clusters Score -937221.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -937229.687500 Penalty: 2907.910400
	Iteration 35Q: 3 clusters Score -937229.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -937235.250000 Penalty: 2907.910400
	Iteration 36Q: 3 clusters Score -937235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -937235.625000 Penalty: 2907.910400
	Iteration 37Q: 3 clusters Score -937235.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -937238.500000 Penalty: 2907.910400
	Iteration 38Q: 3 clusters Score -937238.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -937240.875000 Penalty: 2907.910400
	Iteration 39Q: 3 clusters Score -937240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -937243.125000 Penalty: 2907.910400
	Iteration 40F: 3 clusters Score -937243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -937244.000000 Penalty: 2907.910400
	Iteration 41Q: 3 clusters Score -937244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -937245.000000 Penalty: 2907.910400
	Iteration 42Q: 3 clusters Score -937245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -937244.750000 Penalty: 2907.910400
	Iteration 43Q: 3 clusters Score -937244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -937246.062500 Penalty: 2907.910400
	Iteration 44Q: 3 clusters Score -937246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -937251.437500 Penalty: 2907.910400
	Iteration 45Q: 3 clusters Score -937251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -937253.500000 Penalty: 2907.910400
	Iteration 46Q: 3 clusters Score -937253.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -937254.375000 Penalty: 2907.910400
	Iteration 47Q: 3 clusters Score -937254.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -937254.375000 Penalty: 2907.910400
	Iteration 48F: 3 clusters Score -937254.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -54428.710938 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -54428.71 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 173 members 
Entering Unmasked Estep 
Score: -53504.351562 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -53504.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53597.140625 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -53597.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53632.679688 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -53632.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -53650.113281 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -53650.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53661.867188 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -53661.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53662.339844 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -53662.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53663.125000 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -53663.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53663.125000 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -53663.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Entering Unmasked Estep 
Score: -3114293.500000 Penalty: 1648.941895
	Iteration 0F: 2 clusters Score -3114294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3097013.500000 Penalty: 3297.883789
	Iteration 0F: 3 clusters Score -3097014 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3103523.750000 Penalty: 3297.883789
	Iteration 1F: 3 clusters Score -3103524 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3103860.000000 Penalty: 3297.883789
	Iteration 2Q: 3 clusters Score -3103860 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3104136.250000 Penalty: 3297.883789
	Iteration 3Q: 3 clusters Score -3104136 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3104428.500000 Penalty: 3297.883789
	Iteration 4Q: 3 clusters Score -3104428 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3104693.000000 Penalty: 3297.883789
	Iteration 5Q: 3 clusters Score -3104693 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3105029.250000 Penalty: 3297.883789
	Iteration 6Q: 3 clusters Score -3105029 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3105473.250000 Penalty: 3297.883789
	Iteration 7Q: 3 clusters Score -3105473 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3105983.750000 Penalty: 3297.883789
	Iteration 8Q: 3 clusters Score -3105984 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3106608.000000 Penalty: 3297.883789
	Iteration 9Q: 3 clusters Score -3106608 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3107383.000000 Penalty: 3297.883789
	Iteration 10Q: 3 clusters Score -3107383 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3108245.500000 Penalty: 3297.883789
	Iteration 11Q: 3 clusters Score -3108246 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3109125.000000 Penalty: 3297.883789
	Iteration 12F: 3 clusters Score -3109125 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3109733.250000 Penalty: 3297.883789
	Iteration 13Q: 3 clusters Score -3109733 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3110147.750000 Penalty: 3297.883789
	Iteration 14Q: 3 clusters Score -3110148 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3110410.500000 Penalty: 3297.883789
	Iteration 15Q: 3 clusters Score -3110410 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3110653.250000 Penalty: 3297.883789
	Iteration 16Q: 3 clusters Score -3110653 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3110816.750000 Penalty: 3297.883789
	Iteration 17Q: 3 clusters Score -3110817 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3110954.250000 Penalty: 3297.883789
	Iteration 18Q: 3 clusters Score -3110954 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3111069.000000 Penalty: 3297.883789
	Iteration 19Q: 3 clusters Score -3111069 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -3111201.000000 Penalty: 3297.883789
	Iteration 20F: 3 clusters Score -3111201 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3111321.250000 Penalty: 3297.883789
	Iteration 21Q: 3 clusters Score -3111321 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3111466.000000 Penalty: 3297.883789
	Iteration 22Q: 3 clusters Score -3111466 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3111604.750000 Penalty: 3297.883789
	Iteration 23Q: 3 clusters Score -3111605 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3111765.750000 Penalty: 3297.883789
	Iteration 24Q: 3 clusters Score -3111766 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3111902.250000 Penalty: 3297.883789
	Iteration 25Q: 3 clusters Score -3111902 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3112048.750000 Penalty: 3297.883789
	Iteration 26Q: 3 clusters Score -3112049 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3112172.500000 Penalty: 3297.883789
	Iteration 27Q: 3 clusters Score -3112172 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3112285.500000 Penalty: 3297.883789
	Iteration 28Q: 3 clusters Score -3112286 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3112392.250000 Penalty: 3297.883789
	Iteration 29Q: 3 clusters Score -3112392 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3112466.250000 Penalty: 3297.883789
	Iteration 30Q: 3 clusters Score -3112466 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3112561.750000 Penalty: 3297.883789
	Iteration 31Q: 3 clusters Score -3112562 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3112620.250000 Penalty: 3297.883789
	Iteration 32Q: 3 clusters Score -3112620 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3112671.250000 Penalty: 3297.883789
	Iteration 33Q: 3 clusters Score -3112671 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3112716.250000 Penalty: 3297.883789
	Iteration 34Q: 3 clusters Score -3112716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3112752.500000 Penalty: 3297.883789
	Iteration 35Q: 3 clusters Score -3112752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3112772.000000 Penalty: 3297.883789
	Iteration 36Q: 3 clusters Score -3112772 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3112792.000000 Penalty: 3297.883789
	Iteration 37Q: 3 clusters Score -3112792 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3112812.250000 Penalty: 3297.883789
	Iteration 38Q: 3 clusters Score -3112812 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3112843.750000 Penalty: 3297.883789
	Iteration 39Q: 3 clusters Score -3112844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3112869.500000 Penalty: 3297.883789
	Iteration 40F: 3 clusters Score -3112870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3112881.750000 Penalty: 3297.883789
	Iteration 41Q: 3 clusters Score -3112882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3112894.750000 Penalty: 3297.883789
	Iteration 42Q: 3 clusters Score -3112895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3112897.500000 Penalty: 3297.883789
	Iteration 43Q: 3 clusters Score -3112898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3112901.250000 Penalty: 3297.883789
	Iteration 44Q: 3 clusters Score -3112901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3112913.500000 Penalty: 3297.883789
	Iteration 45Q: 3 clusters Score -3112914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3112919.750000 Penalty: 3297.883789
	Iteration 46Q: 3 clusters Score -3112920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3112922.000000 Penalty: 3297.883789
	Iteration 47Q: 3 clusters Score -3112922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3112922.000000 Penalty: 3297.883789
	Iteration 48Q: 3 clusters Score -3112922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3112921.750000 Penalty: 3297.883789
	Iteration 49Q: 3 clusters Score -3112922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3112920.000000 Penalty: 3297.883789
	Iteration 50Q: 3 clusters Score -3112920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3112920.750000 Penalty: 3297.883789
	Iteration 51Q: 3 clusters Score -3112921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3112924.500000 Penalty: 3297.883789
	Iteration 52Q: 3 clusters Score -3112924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3112931.000000 Penalty: 3297.883789
	Iteration 53Q: 3 clusters Score -3112931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3112939.000000 Penalty: 3297.883789
	Iteration 54Q: 3 clusters Score -3112939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3112936.750000 Penalty: 3297.883789
	Iteration 55Q: 3 clusters Score -3112937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3112936.250000 Penalty: 3297.883789
	Iteration 56Q: 3 clusters Score -3112936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3112939.250000 Penalty: 3297.883789
	Iteration 57Q: 3 clusters Score -3112939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3112935.750000 Penalty: 3297.883789
	Iteration 58Q: 3 clusters Score -3112936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3112937.000000 Penalty: 3297.883789
	Iteration 59Q: 3 clusters Score -3112937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3112936.750000 Penalty: 3297.883789
	Iteration 60F: 3 clusters Score -3112937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3112937.250000 Penalty: 3297.883789
	Iteration 61Q: 3 clusters Score -3112937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3112940.000000 Penalty: 3297.883789
	Iteration 62Q: 3 clusters Score -3112940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3112940.250000 Penalty: 3297.883789
	Iteration 63Q: 3 clusters Score -3112940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3112938.000000 Penalty: 3297.883789
	Iteration 64Q: 3 clusters Score -3112938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3112936.750000 Penalty: 3297.883789
	Iteration 65Q: 3 clusters Score -3112937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3112939.750000 Penalty: 3297.883789
	Iteration 66Q: 3 clusters Score -3112940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3112939.500000 Penalty: 3297.883789
	Iteration 67Q: 3 clusters Score -3112940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3112942.500000 Penalty: 3297.883789
	Iteration 68Q: 3 clusters Score -3112942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3112939.250000 Penalty: 3297.883789
	Iteration 69Q: 3 clusters Score -3112939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3112945.000000 Penalty: 3297.883789
	Iteration 70Q: 3 clusters Score -3112945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3112939.750000 Penalty: 3297.883789
	Iteration 71Q: 3 clusters Score -3112940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3112937.000000 Penalty: 3297.883789
	Iteration 72Q: 3 clusters Score -3112937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3112939.250000 Penalty: 3297.883789
	Iteration 73Q: 3 clusters Score -3112939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3112940.000000 Penalty: 3297.883789
	Iteration 74Q: 3 clusters Score -3112940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3112943.750000 Penalty: 3297.883789
	Iteration 75Q: 3 clusters Score -3112944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3112943.750000 Penalty: 3297.883789
	Iteration 76F: 3 clusters Score -3112944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Entering Unmasked Estep 
Score: -3518831.250000 Penalty: 1667.478638
	Iteration 0F: 2 clusters Score -3518831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3500713.500000 Penalty: 3334.957275
	Iteration 0F: 3 clusters Score -3500714 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3507985.000000 Penalty: 3334.957275
	Iteration 1F: 3 clusters Score -3507985 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3508331.000000 Penalty: 3334.957275
	Iteration 2Q: 3 clusters Score -3508331 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3508618.750000 Penalty: 3334.957275
	Iteration 3Q: 3 clusters Score -3508619 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3508912.750000 Penalty: 3334.957275
	Iteration 4Q: 3 clusters Score -3508913 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3509158.250000 Penalty: 3334.957275
	Iteration 5Q: 3 clusters Score -3509158 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3509467.250000 Penalty: 3334.957275
	Iteration 6Q: 3 clusters Score -3509467 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3509774.250000 Penalty: 3334.957275
	Iteration 7Q: 3 clusters Score -3509774 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3510071.500000 Penalty: 3334.957275
	Iteration 8Q: 3 clusters Score -3510072 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3510413.750000 Penalty: 3334.957275
	Iteration 9Q: 3 clusters Score -3510414 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3510862.500000 Penalty: 3334.957275
	Iteration 10Q: 3 clusters Score -3510862 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3511436.250000 Penalty: 3334.957275
	Iteration 11Q: 3 clusters Score -3511436 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3512428.000000 Penalty: 3334.957275
	Iteration 12F: 3 clusters Score -3512428 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3513634.500000 Penalty: 3334.957275
	Iteration 13F: 3 clusters Score -3513634 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3515059.500000 Penalty: 3334.957275
	Iteration 14F: 3 clusters Score -3515060 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3516134.250000 Penalty: 3334.957275
	Iteration 15F: 3 clusters Score -3516134 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3516867.750000 Penalty: 3334.957275
	Iteration 16Q: 3 clusters Score -3516868 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3517198.000000 Penalty: 3334.957275
	Iteration 17Q: 3 clusters Score -3517198 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3517391.000000 Penalty: 3334.957275
	Iteration 18Q: 3 clusters Score -3517391 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3517474.000000 Penalty: 3334.957275
	Iteration 19Q: 3 clusters Score -3517474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3517487.000000 Penalty: 3334.957275
	Iteration 20F: 3 clusters Score -3517487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3517504.500000 Penalty: 3334.957275
	Iteration 21Q: 3 clusters Score -3517504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3517521.000000 Penalty: 3334.957275
	Iteration 22Q: 3 clusters Score -3517521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3517529.000000 Penalty: 3334.957275
	Iteration 23Q: 3 clusters Score -3517529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3517536.000000 Penalty: 3334.957275
	Iteration 24Q: 3 clusters Score -3517536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3517531.750000 Penalty: 3334.957275
	Iteration 25Q: 3 clusters Score -3517532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3517538.000000 Penalty: 3334.957275
	Iteration 26Q: 3 clusters Score -3517538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -3517545.250000 Penalty: 3334.957275
	Iteration 27Q: 3 clusters Score -3517545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -3517555.000000 Penalty: 3334.957275
	Iteration 28Q: 3 clusters Score -3517555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3517557.500000 Penalty: 3334.957275
	Iteration 29Q: 3 clusters Score -3517558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3517559.500000 Penalty: 3334.957275
	Iteration 30Q: 3 clusters Score -3517560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -3517562.250000 Penalty: 3334.957275
	Iteration 31Q: 3 clusters Score -3517562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3517560.250000 Penalty: 3334.957275
	Iteration 32Q: 3 clusters Score -3517560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3517560.000000 Penalty: 3334.957275
	Iteration 33Q: 3 clusters Score -3517560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3517560.000000 Penalty: 3334.957275
	Iteration 34F: 3 clusters Score -3517560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Entering Unmasked Estep 
Score: -1004252.312500 Penalty: 1472.643188
	Iteration 0F: 2 clusters Score -1004252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -998000.875000 Penalty: 2945.286377
	Iteration 0F: 3 clusters Score -998000.9 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1000121.187500 Penalty: 2945.286377
	Iteration 1F: 3 clusters Score -1000121 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1000551.000000 Penalty: 2945.286377
	Iteration 2F: 3 clusters Score -1000551 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1000938.562500 Penalty: 2945.286377
	Iteration 3F: 3 clusters Score -1000939 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1001358.625000 Penalty: 2945.286377
	Iteration 4F: 3 clusters Score -1001359 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1001703.375000 Penalty: 2945.286377
	Iteration 5F: 3 clusters Score -1001703 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1001963.562500 Penalty: 2945.286377
	Iteration 6Q: 3 clusters Score -1001964 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1002224.187500 Penalty: 2945.286377
	Iteration 7Q: 3 clusters Score -1002224 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1002504.687500 Penalty: 2945.286377
	Iteration 8Q: 3 clusters Score -1002505 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1002772.187500 Penalty: 2945.286377
	Iteration 9Q: 3 clusters Score -1002772 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1002961.250000 Penalty: 2945.286377
	Iteration 10Q: 3 clusters Score -1002961 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1003084.937500 Penalty: 2945.286377
	Iteration 11Q: 3 clusters Score -1003085 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1003166.250000 Penalty: 2945.286377
	Iteration 12Q: 3 clusters Score -1003166 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1003246.562500 Penalty: 2945.286377
	Iteration 13Q: 3 clusters Score -1003247 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1003328.187500 Penalty: 2945.286377
	Iteration 14Q: 3 clusters Score -1003328 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1003398.125000 Penalty: 2945.286377
	Iteration 15Q: 3 clusters Score -1003398 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1003462.375000 Penalty: 2945.286377
	Iteration 16Q: 3 clusters Score -1003462 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1003513.125000 Penalty: 2945.286377
	Iteration 17Q: 3 clusters Score -1003513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1003550.562500 Penalty: 2945.286377
	Iteration 18Q: 3 clusters Score -1003551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1003588.437500 Penalty: 2945.286377
	Iteration 19Q: 3 clusters Score -1003588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1003624.250000 Penalty: 2945.286377
	Iteration 20F: 3 clusters Score -1003624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1003648.562500 Penalty: 2945.286377
	Iteration 21Q: 3 clusters Score -1003649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1003667.562500 Penalty: 2945.286377
	Iteration 22Q: 3 clusters Score -1003668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1003683.000000 Penalty: 2945.286377
	Iteration 23Q: 3 clusters Score -1003683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1003691.750000 Penalty: 2945.286377
	Iteration 24Q: 3 clusters Score -1003692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1003695.375000 Penalty: 2945.286377
	Iteration 25Q: 3 clusters Score -1003695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1003703.062500 Penalty: 2945.286377
	Iteration 26Q: 3 clusters Score -1003703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1003706.000000 Penalty: 2945.286377
	Iteration 27Q: 3 clusters Score -1003706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1003706.500000 Penalty: 2945.286377
	Iteration 28Q: 3 clusters Score -1003706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1003706.937500 Penalty: 2945.286377
	Iteration 29Q: 3 clusters Score -1003707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1003709.875000 Penalty: 2945.286377
	Iteration 30Q: 3 clusters Score -1003710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1003709.625000 Penalty: 2945.286377
	Iteration 31Q: 3 clusters Score -1003710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1003709.500000 Penalty: 2945.286377
	Iteration 32Q: 3 clusters Score -1003710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1003709.500000 Penalty: 2945.286377
	Iteration 33F: 3 clusters Score -1003710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Entering Unmasked Estep 
Score: -4054423.250000 Penalty: 1691.537476
	Iteration 0F: 2 clusters Score -4054423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4033016.500000 Penalty: 3383.074951
	Iteration 0F: 3 clusters Score -4033016 nChanged 15302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4041444.250000 Penalty: 3383.074951
	Iteration 1F: 3 clusters Score -4041444 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4041921.000000 Penalty: 3383.074951
	Iteration 2Q: 3 clusters Score -4041921 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -4042524.750000 Penalty: 3383.074951
	Iteration 3Q: 3 clusters Score -4042525 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -4043330.750000 Penalty: 3383.074951
	Iteration 4F: 3 clusters Score -4043331 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -4044489.750000 Penalty: 3383.074951
	Iteration 5F: 3 clusters Score -4044490 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -4046031.750000 Penalty: 3383.074951
	Iteration 6F: 3 clusters Score -4046032 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -4047934.000000 Penalty: 3383.074951
	Iteration 7F: 3 clusters Score -4047934 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -4049969.500000 Penalty: 3383.074951
	Iteration 8F: 3 clusters Score -4049970 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4051423.750000 Penalty: 3383.074951
	Iteration 9F: 3 clusters Score -4051424 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4052285.750000 Penalty: 3383.074951
	Iteration 10Q: 3 clusters Score -4052286 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4052672.750000 Penalty: 3383.074951
	Iteration 11Q: 3 clusters Score -4052673 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4052850.000000 Penalty: 3383.074951
	Iteration 12Q: 3 clusters Score -4052850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4052907.000000 Penalty: 3383.074951
	Iteration 13Q: 3 clusters Score -4052907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4052936.250000 Penalty: 3383.074951
	Iteration 14Q: 3 clusters Score -4052936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4052955.000000 Penalty: 3383.074951
	Iteration 15Q: 3 clusters Score -4052955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4052970.000000 Penalty: 3383.074951
	Iteration 16Q: 3 clusters Score -4052970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4052975.250000 Penalty: 3383.074951
	Iteration 17Q: 3 clusters Score -4052975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4052975.750000 Penalty: 3383.074951
	Iteration 18Q: 3 clusters Score -4052976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4052985.000000 Penalty: 3383.074951
	Iteration 19Q: 3 clusters Score -4052985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4052988.750000 Penalty: 3383.074951
	Iteration 20F: 3 clusters Score -4052989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4052990.750000 Penalty: 3383.074951
	Iteration 21Q: 3 clusters Score -4052991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4052993.750000 Penalty: 3383.074951
	Iteration 22Q: 3 clusters Score -4052994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4052999.000000 Penalty: 3383.074951
	Iteration 23Q: 3 clusters Score -4052999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4053000.250000 Penalty: 3383.074951
	Iteration 24Q: 3 clusters Score -4053000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4053000.250000 Penalty: 3383.074951
	Iteration 25F: 3 clusters Score -4053000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Entering Unmasked Estep 
Score: -3415184.000000 Penalty: 1664.711548
	Iteration 0F: 2 clusters Score -3415184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3397100.500000 Penalty: 3329.423096
	Iteration 0F: 3 clusters Score -3397100 nChanged 12804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3404092 nChanged 1223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -3406363 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3407479 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3408801.000000 Penalty: 3329.423096
	Iteration 7F: 3 clusters Score -3408801 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -3410114 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3411072.750000 Penalty: 3329.423096
	Iteration 9F: 3 clusters Score -3411073 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3411643.500000 Penalty: 3329.423096
	Iteration 10Q: 3 clusters Score -3411644 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3411896 nChanged 501
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3412069 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3412193.250000 Penalty: 3329.423096
	Iteration 13Q: 3 clusters Score -3412193 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3412282.000000 Penalty: 3329.423096
	Iteration 14Q: 3 clusters Score -3412282 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3412335.750000 Penalty: 3329.423096
	Iteration 15Q: 3 clusters Score -3412336 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3412381.250000 Penalty: 3329.423096
	Iteration 16Q: 3 clusters Score -3412381 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -3412424.000000 Penalty: 3329.423096
	Iteration 17Q: 3 clusters Score -3412424 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3412475.250000 Penalty: 3329.423096
	Iteration 18Q: 3 clusters Score -3412475 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -3412509.250000 Penalty: 3329.423096
	Iteration 19Q: 3 clusters Score -3412509 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3412551.250000 Penalty: 3329.423096
	Iteration 20F: 3 clusters Score -3412551 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3412585.250000 Penalty: 3329.423096
	Iteration 21Q: 3 clusters Score -3412585 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3412623.250000 Penalty: 3329.423096
	Iteration 22Q: 3 clusters Score -3412623 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3412650.500000 Penalty: 3329.423096
	Iteration 23Q: 3 clusters Score -3412650 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3412676.500000 Penalty: 3329.423096
	Iteration 24Q: 3 clusters Score -3412676 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -3412716.250000 Penalty: 3329.423096
	Iteration 25Q: 3 clusters Score -3412716 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -3412764.000000 Penalty: 3329.423096
	Iteration 26Q: 3 clusters Score -3412764 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3412801.750000 Penalty: 3329.423096
	Iteration 27Q: 3 clusters Score -3412802 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3412825.750000 Penalty: 3329.423096
	Iteration 28Q: 3 clusters Score -3412826 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3412858.250000 Penalty: 3329.423096
	Iteration 29Q: 3 clusters Score -3412858 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3412890 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3412931.500000 Penalty: 3329.423096
	Iteration 31Q: 3 clusters Score -3412932 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3412976 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3413037.250000 Penalty: 3329.423096
	Iteration 33Q: 3 clusters Score -3413037 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3413086 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3413127.750000 Penalty: 3329.423096
	Iteration 35Q: 3 clusters Score -3413128 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3413183.500000 Penalty: 3329.423096
	Iteration 36Q: 3 clusters Score -3413184 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3413210 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3413241.500000 Penalty: 3329.423096
	Iteration 38Q: 3 clusters Score -3413242 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3413278 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3413320.000000 Penalty: 3329.423096
	Iteration 40F: 3 clusters Score -3413320 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3413341.500000 Penalty: 3329.423096
	Iteration 41Q: 3 clusters Score -3413342 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3413362.250000 Penalty: 3329.423096
	Iteration 42Q: 3 clusters Score -3413362 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3413392.250000 Penalty: 3329.423096
	Iteration 43Q: 3 clusters Score -3413392 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3413435 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3413486.500000 Penalty: 3329.423096
	Iteration 45Q: 3 clusters Score -3413486 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3413497.250000 Penalty: 3329.423096
	Iteration 46Q: 3 clusters Score -3413497 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3413536 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3413576 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3413602.000000 Penalty: 3329.423096
	Iteration 49Q: 3 clusters Score -3413602 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3413621.000000 Penalty: 3329.423096
	Iteration 50Q: 3 clusters Score -3413621 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3413638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3413664 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3413692.750000 Penalty: 3329.423096
	Iteration 53Q: 3 clusters Score -3413693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3413703.750000 Penalty: 3329.423096
	Iteration 54Q: 3 clusters Score -3413704 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3413706.750000 Penalty: 3329.423096
	Iteration 55Q: 3 clusters Score -3413707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3413712.000000 Penalty: 3329.423096
	Iteration 56Q: 3 clusters Score -3413712 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3413728.750000 Penalty: 3329.423096
	Iteration 57Q: 3 clusters Score -3413729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3413734.250000 Penalty: 3329.423096
	Iteration 58Q: 3 clusters Score -3413734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3413744.500000 Penalty: 3329.423096
	Iteration 59Q: 3 clusters Score -3413744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3413751.250000 Penalty: 3329.423096
	Iteration 60F: 3 clusters Score -3413751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3413763.250000 Penalty: 3329.423096
	Iteration 61Q: 3 clusters Score -3413763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3413770.750000 Penalty: 3329.423096
	Iteration 62Q: 3 clusters Score -3413771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3413775.000000 Penalty: 3329.423096
	Iteration 63Q: 3 clusters Score -3413775 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3413793.500000 Penalty: 3329.423096
	Iteration 64Q: 3 clusters Score -3413794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3413800.000000 Penalty: 3329.423096
	Iteration 65Q: 3 clusters Score -3413800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3413816.000000 Penalty: 3329.423096
	Iteration 66Q: 3 clusters Score -3413816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3413830.000000 Penalty: 3329.423096
	Iteration 67Q: 3 clusters Score -3413830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3413839.000000 Penalty: 3329.423096
	Iteration 68Q: 3 clusters Score -3413839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3413857.750000 Penalty: 3329.423096
	Iteration 69Q: 3 clusters Score -3413858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3413860.750000 Penalty: 3329.423096
	Iteration 70Q: 3 clusters Score -3413861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3413866.500000 Penalty: 3329.423096
	Iteration 71Q: 3 clusters Score -3413866 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3413859.250000 Penalty: 3329.423096
	Iteration 72Q: 3 clusters Score -3413859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3413861.000000 Penalty: 3329.423096
	Iteration 73Q: 3 clusters Score -3413861 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3413867.250000 Penalty: 3329.423096
	Iteration 74Q: 3 clusters Score -3413867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3413870.750000 Penalty: 3329.423096
	Iteration 75Q: 3 clusters Score -3413871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3413877.250000 Penalty: 3329.423096
	Iteration 76Q: 3 clusters Score -3413877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3413872.750000 Penalty: 3329.423096
	Iteration 77Q: 3 clusters Score -3413873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3413872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3413872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3413873.750000 Penalty: 3329.423096
	Iteration 80F: 3 clusters Score -3413874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3413872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3413874.250000 Penalty: 3329.423096
	Iteration 82Q: 3 clusters Score -3413874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3413875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3413880.250000 Penalty: 3329.423096
	Iteration 84Q: 3 clusters Score -3413880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3413881.750000 Penalty: 3329.423096
	Iteration 85Q: 3 clusters Score -3413882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3413887.250000 Penalty: 3329.423096
	Iteration 86Q: 3 clusters Score -3413887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3413890.750000 Penalty: 3329.423096
	Iteration 87Q: 3 clusters Score -3413891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3413887 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3413886.250000 Penalty: 3329.423096
	Iteration 89Q: 3 clusters Score -3413886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3413888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3413889 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3413890 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3413888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3413894.000000 Penalty: 3329.423096
	Iteration 94Q: 3 clusters Score -3413894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3413894.000000 Penalty: 3329.423096
	Iteration 95F: 3 clusters Score -3413894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -171763.562500 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -171763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -169982.031250 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -169982 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -170314.515625 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -170314.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -170384.937500 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -170384.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -170441.000000 Penalty: 2372.434082
	Iteration 3Q: 3 clusters Score -170441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -170477.593750 Penalty: 2372.434082
	Iteration 4Q: 3 clusters Score -170477.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -170500.265625 Penalty: 2372.434082
	Iteration 5Q: 3 clusters Score -170500.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -170517.734375 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -170517.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -170530.593750 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -170530.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -170540.687500 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -170540.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -170544.937500 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -170544.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -170549.828125 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -170549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -170553.750000 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -170553.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -170559.046875 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -170559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -170563.328125 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -170563.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -170566.078125 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -170566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -170566.078125 Penalty: 2372.434082
	Iteration 15F: 3 clusters Score -170566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27123 members 
Mstep: Class 7 contains 28547 members 
Mstep: Class 8 contains 29916 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25523 members 
Mstep: Class 15 contains 28607 members 
Mstep: Class 16 contains 8625 members 
Mstep: Class 17 contains 33172 members 
Mstep: Class 18 contains 28124 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442084.000000 Penalty: 25983.595703
Iteration 239Q: 14 clusters Score -2.644208e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27123 members 
Mstep: Class 7 contains 28549 members 
Mstep: Class 8 contains 29922 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25519 members 
Mstep: Class 15 contains 28607 members 
Mstep: Class 16 contains 8625 members 
Mstep: Class 17 contains 33175 members 
Mstep: Class 18 contains 28117 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442056.000000 Penalty: 25983.595703
Iteration 240F: 14 clusters Score -2.644206e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27123 members 
Mstep: Class 7 contains 28553 members 
Mstep: Class 8 contains 29923 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25515 members 
Mstep: Class 15 contains 28608 members 
Mstep: Class 16 contains 8628 members 
Mstep: Class 17 contains 33180 members 
Mstep: Class 18 contains 28107 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442076.000000 Penalty: 25983.595703
Iteration 241Q: 14 clusters Score -2.644208e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27121 members 
Mstep: Class 7 contains 28552 members 
Mstep: Class 8 contains 29923 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25505 members 
Mstep: Class 15 contains 28609 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 33188 members 
Mstep: Class 18 contains 28112 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442090.000000 Penalty: 25983.595703
Iteration 242Q: 14 clusters Score -2.644209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27120 members 
Mstep: Class 7 contains 28557 members 
Mstep: Class 8 contains 29926 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25496 members 
Mstep: Class 15 contains 28611 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 33189 members 
Mstep: Class 18 contains 28109 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442110.000000 Penalty: 25983.595703
Iteration 243Q: 14 clusters Score -2.644211e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27114 members 
Mstep: Class 7 contains 28557 members 
Mstep: Class 8 contains 29929 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25492 members 
Mstep: Class 15 contains 28612 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 33194 members 
Mstep: Class 18 contains 28108 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442090.000000 Penalty: 25983.595703
Iteration 244Q: 14 clusters Score -2.644209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27116 members 
Mstep: Class 7 contains 28560 members 
Mstep: Class 8 contains 29928 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25488 members 
Mstep: Class 15 contains 28613 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 33195 members 
Mstep: Class 18 contains 28106 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442082.000000 Penalty: 25983.595703
Iteration 245Q: 14 clusters Score -2.644208e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27116 members 
Mstep: Class 7 contains 28559 members 
Mstep: Class 8 contains 29931 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7693 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25479 members 
Mstep: Class 15 contains 28615 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 33198 members 
Mstep: Class 18 contains 28107 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442126.000000 Penalty: 25983.595703
Iteration 246Q: 14 clusters Score -2.644213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27113 members 
Mstep: Class 7 contains 28561 members 
Mstep: Class 8 contains 29933 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7693 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25475 members 
Mstep: Class 15 contains 28617 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 33203 members 
Mstep: Class 18 contains 28103 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442106.000000 Penalty: 25983.595703
Iteration 247Q: 14 clusters Score -2.644211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27110 members 
Mstep: Class 7 contains 28562 members 
Mstep: Class 8 contains 29935 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7694 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25475 members 
Mstep: Class 15 contains 28619 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 33204 members 
Mstep: Class 18 contains 28099 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442060.000000 Penalty: 25983.595703
Iteration 248Q: 14 clusters Score -2.644206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27108 members 
Mstep: Class 7 contains 28564 members 
Mstep: Class 8 contains 29935 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25472 members 
Mstep: Class 15 contains 28619 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 33210 members 
Mstep: Class 18 contains 28094 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442080.000000 Penalty: 25983.595703
Iteration 249Q: 14 clusters Score -2.644208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27104 members 
Mstep: Class 7 contains 28565 members 
Mstep: Class 8 contains 29939 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7697 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25467 members 
Mstep: Class 15 contains 28618 members 
Mstep: Class 16 contains 8629 members 
Mstep: Class 17 contains 33218 members 
Mstep: Class 18 contains 28088 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442078.000000 Penalty: 25983.595703
Iteration 250Q: 14 clusters Score -2.644208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27101 members 
Mstep: Class 7 contains 28569 members 
Mstep: Class 8 contains 29942 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7698 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25463 members 
Mstep: Class 15 contains 28618 members 
Mstep: Class 16 contains 8628 members 
Mstep: Class 17 contains 33223 members 
Mstep: Class 18 contains 28083 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442070.000000 Penalty: 25983.595703
Iteration 251Q: 14 clusters Score -2.644207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 7 contains 28574 members 
Mstep: Class 8 contains 29946 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7697 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25459 members 
Mstep: Class 15 contains 28618 members 
Mstep: Class 16 contains 8628 members 
Mstep: Class 17 contains 33230 members 
Mstep: Class 18 contains 28076 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442082.000000 Penalty: 25983.595703
Iteration 252Q: 14 clusters Score -2.644208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 7 contains 28572 members 
Mstep: Class 8 contains 29947 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7697 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25454 members 
Mstep: Class 15 contains 28619 members 
Mstep: Class 16 contains 8628 members 
Mstep: Class 17 contains 33237 members 
Mstep: Class 18 contains 28072 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442098.000000 Penalty: 25983.595703
Iteration 253Q: 14 clusters Score -2.64421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27100 members 
Mstep: Class 7 contains 28580 members 
Mstep: Class 8 contains 29948 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7698 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25453 members 
Mstep: Class 15 contains 28618 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 33235 members 
Mstep: Class 18 contains 28066 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442098.000000 Penalty: 25983.595703
Iteration 254Q: 14 clusters Score -2.64421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 7 contains 28576 members 
Mstep: Class 8 contains 29951 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25452 members 
Mstep: Class 15 contains 28615 members 
Mstep: Class 16 contains 8628 members 
Mstep: Class 17 contains 33239 members 
Mstep: Class 18 contains 28066 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442118.000000 Penalty: 25983.595703
Iteration 255Q: 14 clusters Score -2.644212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27101 members 
Mstep: Class 7 contains 28574 members 
Mstep: Class 8 contains 29950 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25450 members 
Mstep: Class 15 contains 28614 members 
Mstep: Class 16 contains 8630 members 
Mstep: Class 17 contains 33242 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 19 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442108.000000 Penalty: 25983.595703
Iteration 256Q: 14 clusters Score -2.644211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27102 members 
Mstep: Class 7 contains 28577 members 
Mstep: Class 8 contains 29952 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25449 members 
Mstep: Class 15 contains 28615 members 
Mstep: Class 16 contains 8633 members 
Mstep: Class 17 contains 33238 members 
Mstep: Class 18 contains 28061 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442094.000000 Penalty: 25983.595703
Iteration 257Q: 14 clusters Score -2.644209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27100 members 
Mstep: Class 7 contains 28580 members 
Mstep: Class 8 contains 29955 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7698 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25448 members 
Mstep: Class 15 contains 28618 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 33231 members 
Mstep: Class 18 contains 28062 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442102.000000 Penalty: 25983.595703
Iteration 258Q: 14 clusters Score -2.64421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27100 members 
Mstep: Class 7 contains 28582 members 
Mstep: Class 8 contains 29957 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25444 members 
Mstep: Class 15 contains 28617 members 
Mstep: Class 16 contains 8636 members 
Mstep: Class 17 contains 33229 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442146.000000 Penalty: 25983.595703
Iteration 259Q: 14 clusters Score -2.644215e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 7 contains 28584 members 
Mstep: Class 8 contains 29961 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7691 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25440 members 
Mstep: Class 15 contains 28618 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 33230 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442144.000000 Penalty: 25983.595703
Iteration 260F: 14 clusters Score -2.644214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27101 members 
Mstep: Class 7 contains 28587 members 
Mstep: Class 8 contains 29963 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25438 members 
Mstep: Class 15 contains 28617 members 
Mstep: Class 16 contains 8639 members 
Mstep: Class 17 contains 33228 members 
Mstep: Class 18 contains 28063 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442180.000000 Penalty: 25983.595703
Iteration 261Q: 14 clusters Score -2.644218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27101 members 
Mstep: Class 7 contains 28589 members 
Mstep: Class 8 contains 29966 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25436 members 
Mstep: Class 15 contains 28616 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 33226 members 
Mstep: Class 18 contains 28063 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442160.000000 Penalty: 25983.595703
Iteration 262Q: 14 clusters Score -2.644216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27102 members 
Mstep: Class 7 contains 28589 members 
Mstep: Class 8 contains 29966 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25431 members 
Mstep: Class 15 contains 28616 members 
Mstep: Class 16 contains 8642 members 
Mstep: Class 17 contains 33227 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442162.000000 Penalty: 25983.595703
Iteration 263Q: 14 clusters Score -2.644216e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27101 members 
Mstep: Class 7 contains 28587 members 
Mstep: Class 8 contains 29966 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7684 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25425 members 
Mstep: Class 15 contains 28616 members 
Mstep: Class 16 contains 8644 members 
Mstep: Class 17 contains 33234 members 
Mstep: Class 18 contains 28069 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442142.000000 Penalty: 25983.595703
Iteration 264Q: 14 clusters Score -2.644214e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 7 contains 28586 members 
Mstep: Class 8 contains 29968 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25417 members 
Mstep: Class 15 contains 28616 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 33243 members 
Mstep: Class 18 contains 28070 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442140.000000 Penalty: 25983.595703
Iteration 265Q: 14 clusters Score -2.644214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 7 contains 28585 members 
Mstep: Class 8 contains 29972 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25412 members 
Mstep: Class 15 contains 28616 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 33252 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442112.000000 Penalty: 25983.595703
Iteration 266Q: 14 clusters Score -2.644211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27098 members 
Mstep: Class 7 contains 28585 members 
Mstep: Class 8 contains 29973 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25407 members 
Mstep: Class 15 contains 28615 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 33259 members 
Mstep: Class 18 contains 28063 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442148.000000 Penalty: 25983.595703
Iteration 267Q: 14 clusters Score -2.644215e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27101 members 
Mstep: Class 7 contains 28591 members 
Mstep: Class 8 contains 29974 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7675 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25400 members 
Mstep: Class 15 contains 28612 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 33255 members 
Mstep: Class 18 contains 28068 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442164.000000 Penalty: 25983.595703
Iteration 268Q: 14 clusters Score -2.644216e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27103 members 
Mstep: Class 7 contains 28590 members 
Mstep: Class 8 contains 29974 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7673 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25400 members 
Mstep: Class 15 contains 28614 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 33254 members 
Mstep: Class 18 contains 28068 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442120.000000 Penalty: 25983.595703
Iteration 269Q: 14 clusters Score -2.644212e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27107 members 
Mstep: Class 7 contains 28592 members 
Mstep: Class 8 contains 29973 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7672 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25398 members 
Mstep: Class 15 contains 28614 members 
Mstep: Class 16 contains 8653 members 
Mstep: Class 17 contains 33253 members 
Mstep: Class 18 contains 28064 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442122.000000 Penalty: 25983.595703
Iteration 270Q: 14 clusters Score -2.644212e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27104 members 
Mstep: Class 7 contains 28594 members 
Mstep: Class 8 contains 29975 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7669 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25392 members 
Mstep: Class 15 contains 28614 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 33256 members 
Mstep: Class 18 contains 28066 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442136.000000 Penalty: 25983.595703
Iteration 271Q: 14 clusters Score -2.644214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27107 members 
Mstep: Class 7 contains 28597 members 
Mstep: Class 8 contains 29975 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7669 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25392 members 
Mstep: Class 15 contains 28614 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 33251 members 
Mstep: Class 18 contains 28064 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442116.000000 Penalty: 25983.595703
Iteration 272Q: 14 clusters Score -2.644212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27106 members 
Mstep: Class 7 contains 28597 members 
Mstep: Class 8 contains 29977 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7668 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25391 members 
Mstep: Class 15 contains 28614 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 33253 members 
Mstep: Class 18 contains 28061 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442124.000000 Penalty: 25983.595703
Iteration 273Q: 14 clusters Score -2.644212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27103 members 
Mstep: Class 7 contains 28596 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25390 members 
Mstep: Class 15 contains 28616 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 33257 members 
Mstep: Class 18 contains 28062 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442126.000000 Penalty: 25983.595703
Iteration 274Q: 14 clusters Score -2.644213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27102 members 
Mstep: Class 7 contains 28599 members 
Mstep: Class 8 contains 29975 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25387 members 
Mstep: Class 15 contains 28617 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 33260 members 
Mstep: Class 18 contains 28058 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442100.000000 Penalty: 25983.595703
Iteration 275Q: 14 clusters Score -2.64421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27100 members 
Mstep: Class 7 contains 28598 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25385 members 
Mstep: Class 15 contains 28618 members 
Mstep: Class 16 contains 8666 members 
Mstep: Class 17 contains 33266 members 
Mstep: Class 18 contains 28057 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442114.000000 Penalty: 25983.595703
Iteration 276Q: 14 clusters Score -2.644211e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27100 members 
Mstep: Class 7 contains 28595 members 
Mstep: Class 8 contains 29971 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7661 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25386 members 
Mstep: Class 15 contains 28618 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 33271 members 
Mstep: Class 18 contains 28056 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442106.000000 Penalty: 25983.595703
Iteration 277Q: 14 clusters Score -2.644211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27103 members 
Mstep: Class 7 contains 28596 members 
Mstep: Class 8 contains 29969 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7662 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25382 members 
Mstep: Class 15 contains 28622 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 33276 members 
Mstep: Class 18 contains 28047 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442092.000000 Penalty: 25983.595703
Iteration 278Q: 14 clusters Score -2.644209e+07 nChanged 31
Entering ConstructFrom: 
Score: -26442092.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 1 (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: -39303.781250 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39303.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38433.882812 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38433.88 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38594.917969 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -38594.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38628.011719 Penalty: 1936.488037
	Iteration 2Q: 3 clusters Score -38628.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38645.371094 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -38645.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38649.058594 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -38649.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38650.593750 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -38650.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38651.980469 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -38651.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38652.460938 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -38652.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38652.460938 Penalty: 1936.488037
	Iteration 8F: 3 clusters Score -38652.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Entering Unmasked Estep 
Score: -3391426.000000 Penalty: 1658.714478
	Iteration 0F: 2 clusters Score -3391426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3374251.500000 Penalty: 3317.428955
	Iteration 0F: 3 clusters Score -3374252 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3381143.000000 Penalty: 3317.428955
	Iteration 1F: 3 clusters Score -3381143 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3381456.250000 Penalty: 3317.428955
	Iteration 2Q: 3 clusters Score -3381456 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3381750.750000 Penalty: 3317.428955
	Iteration 3Q: 3 clusters Score -3381751 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3382083.500000 Penalty: 3317.428955
	Iteration 4Q: 3 clusters Score -3382084 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3382530.750000 Penalty: 3317.428955
	Iteration 5Q: 3 clusters Score -3382531 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -3383170.750000 Penalty: 3317.428955
	Iteration 6F: 3 clusters Score -3383171 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3384051.750000 Penalty: 3317.428955
	Iteration 7F: 3 clusters Score -3384052 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -3385468.500000 Penalty: 3317.428955
	Iteration 8F: 3 clusters Score -3385468 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3387019.500000 Penalty: 3317.428955
	Iteration 9F: 3 clusters Score -3387020 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3388309.250000 Penalty: 3317.428955
	Iteration 10F: 3 clusters Score -3388309 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3389135.250000 Penalty: 3317.428955
	Iteration 11Q: 3 clusters Score -3389135 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3389630.000000 Penalty: 3317.428955
	Iteration 12Q: 3 clusters Score -3389630 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3389774.000000 Penalty: 3317.428955
	Iteration 13Q: 3 clusters Score -3389774 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3389865.500000 Penalty: 3317.428955
	Iteration 14Q: 3 clusters Score -3389866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3389928.750000 Penalty: 3317.428955
	Iteration 15Q: 3 clusters Score -3389929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3389971.750000 Penalty: 3317.428955
	Iteration 16Q: 3 clusters Score -3389972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3389985.250000 Penalty: 3317.428955
	Iteration 17Q: 3 clusters Score -3389985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3389993.250000 Penalty: 3317.428955
	Iteration 18Q: 3 clusters Score -3389993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3390005.500000 Penalty: 3317.428955
	Iteration 19Q: 3 clusters Score -3390006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3390009.250000 Penalty: 3317.428955
	Iteration 20F: 3 clusters Score -3390009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3390015.250000 Penalty: 3317.428955
	Iteration 21Q: 3 clusters Score -3390015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3390013.500000 Penalty: 3317.428955
	Iteration 22Q: 3 clusters Score -3390014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3390013.500000 Penalty: 3317.428955
	Iteration 23F: 3 clusters Score -3390014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Entering Unmasked Estep 
Score: -3574670.250000 Penalty: 1667.404663
	Iteration 0F: 2 clusters Score -3574670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3557007.500000 Penalty: 3334.809326
	Iteration 0F: 3 clusters Score -3557008 nChanged 13121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3564165.250000 Penalty: 3334.809326
	Iteration 1F: 3 clusters Score -3564165 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3564488.500000 Penalty: 3334.809326
	Iteration 2Q: 3 clusters Score -3564488 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3564794.500000 Penalty: 3334.809326
	Iteration 3Q: 3 clusters Score -3564794 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3565084.500000 Penalty: 3334.809326
	Iteration 4Q: 3 clusters Score -3565084 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3565396.750000 Penalty: 3334.809326
	Iteration 5Q: 3 clusters Score -3565397 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3565721.000000 Penalty: 3334.809326
	Iteration 6Q: 3 clusters Score -3565721 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3566141.250000 Penalty: 3334.809326
	Iteration 7Q: 3 clusters Score -3566141 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3566647.500000 Penalty: 3334.809326
	Iteration 8Q: 3 clusters Score -3566648 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3567298.750000 Penalty: 3334.809326
	Iteration 9Q: 3 clusters Score -3567299 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -3568161.000000 Penalty: 3334.809326
	Iteration 10F: 3 clusters Score -3568161 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3569314.000000 Penalty: 3334.809326
	Iteration 11F: 3 clusters Score -3569314 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3570376.250000 Penalty: 3334.809326
	Iteration 12F: 3 clusters Score -3570376 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3571145.500000 Penalty: 3334.809326
	Iteration 13Q: 3 clusters Score -3571146 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3571676.000000 Penalty: 3334.809326
	Iteration 14Q: 3 clusters Score -3571676 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3572016.500000 Penalty: 3334.809326
	Iteration 15Q: 3 clusters Score -3572016 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3572253.750000 Penalty: 3334.809326
	Iteration 16Q: 3 clusters Score -3572254 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3572389.500000 Penalty: 3334.809326
	Iteration 17Q: 3 clusters Score -3572390 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3572539.750000 Penalty: 3334.809326
	Iteration 18Q: 3 clusters Score -3572540 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3572661.000000 Penalty: 3334.809326
	Iteration 19Q: 3 clusters Score -3572661 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3572774.000000 Penalty: 3334.809326
	Iteration 20F: 3 clusters Score -3572774 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3572855.000000 Penalty: 3334.809326
	Iteration 21Q: 3 clusters Score -3572855 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -3572926.250000 Penalty: 3334.809326
	Iteration 22Q: 3 clusters Score -3572926 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3572987.250000 Penalty: 3334.809326
	Iteration 23Q: 3 clusters Score -3572987 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3573039.750000 Penalty: 3334.809326
	Iteration 24Q: 3 clusters Score -3573040 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3573081.500000 Penalty: 3334.809326
	Iteration 25Q: 3 clusters Score -3573082 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -3573128.750000 Penalty: 3334.809326
	Iteration 26Q: 3 clusters Score -3573129 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -3573151.000000 Penalty: 3334.809326
	Iteration 27Q: 3 clusters Score -3573151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -3573150.250000 Penalty: 3334.809326
	Iteration 28Q: 3 clusters Score -3573150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3573163.750000 Penalty: 3334.809326
	Iteration 29Q: 3 clusters Score -3573164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3573180.500000 Penalty: 3334.809326
	Iteration 30Q: 3 clusters Score -3573180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3573198.000000 Penalty: 3334.809326
	Iteration 31Q: 3 clusters Score -3573198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3573219.000000 Penalty: 3334.809326
	Iteration 32Q: 3 clusters Score -3573219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3573221.750000 Penalty: 3334.809326
	Iteration 33Q: 3 clusters Score -3573222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3573226.500000 Penalty: 3334.809326
	Iteration 34Q: 3 clusters Score -3573226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3573233.250000 Penalty: 3334.809326
	Iteration 35Q: 3 clusters Score -3573233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -3573239.500000 Penalty: 3334.809326
	Iteration 36Q: 3 clusters Score -3573240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3573254.000000 Penalty: 3334.809326
	Iteration 37Q: 3 clusters Score -3573254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3573259.500000 Penalty: 3334.809326
	Iteration 38Q: 3 clusters Score -3573260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3573265.250000 Penalty: 3334.809326
	Iteration 39Q: 3 clusters Score -3573265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3573267.500000 Penalty: 3334.809326
	Iteration 40F: 3 clusters Score -3573268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -3573272.250000 Penalty: 3334.809326
	Iteration 41Q: 3 clusters Score -3573272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3573272.500000 Penalty: 3334.809326
	Iteration 42Q: 3 clusters Score -3573272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3573275.000000 Penalty: 3334.809326
	Iteration 43Q: 3 clusters Score -3573275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -3573275.250000 Penalty: 3334.809326
	Iteration 44Q: 3 clusters Score -3573275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3573277.000000 Penalty: 3334.809326
	Iteration 45Q: 3 clusters Score -3573277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -3573279.500000 Penalty: 3334.809326
	Iteration 46Q: 3 clusters Score -3573280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -3573284.500000 Penalty: 3334.809326
	Iteration 47Q: 3 clusters Score -3573284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3573287.000000 Penalty: 3334.809326
	Iteration 48Q: 3 clusters Score -3573287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3573286.250000 Penalty: 3334.809326
	Iteration 49Q: 3 clusters Score -3573286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3573286.250000 Penalty: 3334.809326
	Iteration 50F: 3 clusters Score -3573286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Entering Unmasked Estep 
Score: -3642739.250000 Penalty: 1675.036743
	Iteration 0F: 2 clusters Score -3642739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3623162.000000 Penalty: 3350.073486
	Iteration 0F: 3 clusters Score -3623162 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3630779.000000 Penalty: 3350.073486
	Iteration 1F: 3 clusters Score -3630779 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3631193.750000 Penalty: 3350.073486
	Iteration 2Q: 3 clusters Score -3631194 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3631565.750000 Penalty: 3350.073486
	Iteration 3Q: 3 clusters Score -3631566 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3632000.000000 Penalty: 3350.073486
	Iteration 4Q: 3 clusters Score -3632000 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3632448.250000 Penalty: 3350.073486
	Iteration 5Q: 3 clusters Score -3632448 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -3633070.500000 Penalty: 3350.073486
	Iteration 6Q: 3 clusters Score -3633070 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3633784.750000 Penalty: 3350.073486
	Iteration 7Q: 3 clusters Score -3633785 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3634630.500000 Penalty: 3350.073486
	Iteration 8F: 3 clusters Score -3634630 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3635513.000000 Penalty: 3350.073486
	Iteration 9Q: 3 clusters Score -3635513 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3636256.000000 Penalty: 3350.073486
	Iteration 10Q: 3 clusters Score -3636256 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3636647.500000 Penalty: 3350.073486
	Iteration 11Q: 3 clusters Score -3636648 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3636872.000000 Penalty: 3350.073486
	Iteration 12Q: 3 clusters Score -3636872 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3636963.750000 Penalty: 3350.073486
	Iteration 13Q: 3 clusters Score -3636964 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3637028.250000 Penalty: 3350.073486
	Iteration 14Q: 3 clusters Score -3637028 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3637058.750000 Penalty: 3350.073486
	Iteration 15Q: 3 clusters Score -3637059 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3637075.250000 Penalty: 3350.073486
	Iteration 16Q: 3 clusters Score -3637075 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -3637122.500000 Penalty: 3350.073486
	Iteration 17Q: 3 clusters Score -3637122 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3637158.250000 Penalty: 3350.073486
	Iteration 18Q: 3 clusters Score -3637158 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -3637203.750000 Penalty: 3350.073486
	Iteration 19Q: 3 clusters Score -3637204 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3637256.250000 Penalty: 3350.073486
	Iteration 20F: 3 clusters Score -3637256 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3637294.750000 Penalty: 3350.073486
	Iteration 21Q: 3 clusters Score -3637295 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3637345.500000 Penalty: 3350.073486
	Iteration 22Q: 3 clusters Score -3637346 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3637403.250000 Penalty: 3350.073486
	Iteration 23Q: 3 clusters Score -3637403 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3637486.500000 Penalty: 3350.073486
	Iteration 24Q: 3 clusters Score -3637486 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3637569.750000 Penalty: 3350.073486
	Iteration 25Q: 3 clusters Score -3637570 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3637654.750000 Penalty: 3350.073486
	Iteration 26Q: 3 clusters Score -3637655 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3637783.250000 Penalty: 3350.073486
	Iteration 27Q: 3 clusters Score -3637783 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3637902.000000 Penalty: 3350.073486
	Iteration 28Q: 3 clusters Score -3637902 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -3638031.250000 Penalty: 3350.073486
	Iteration 29Q: 3 clusters Score -3638031 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3638174.750000 Penalty: 3350.073486
	Iteration 30Q: 3 clusters Score -3638175 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3638297.500000 Penalty: 3350.073486
	Iteration 31Q: 3 clusters Score -3638298 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3638420.000000 Penalty: 3350.073486
	Iteration 32Q: 3 clusters Score -3638420 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3638560.500000 Penalty: 3350.073486
	Iteration 33Q: 3 clusters Score -3638560 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3638687.750000 Penalty: 3350.073486
	Iteration 34Q: 3 clusters Score -3638688 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3638819.750000 Penalty: 3350.073486
	Iteration 35Q: 3 clusters Score -3638820 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3638920.250000 Penalty: 3350.073486
	Iteration 36Q: 3 clusters Score -3638920 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3639052.750000 Penalty: 3350.073486
	Iteration 37Q: 3 clusters Score -3639053 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3639199.500000 Penalty: 3350.073486
	Iteration 38Q: 3 clusters Score -3639200 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3639324.250000 Penalty: 3350.073486
	Iteration 39Q: 3 clusters Score -3639324 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3639462.000000 Penalty: 3350.073486
	Iteration 40F: 3 clusters Score -3639462 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3639613.000000 Penalty: 3350.073486
	Iteration 41Q: 3 clusters Score -3639613 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3639732.500000 Penalty: 3350.073486
	Iteration 42Q: 3 clusters Score -3639732 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3639893.500000 Penalty: 3350.073486
	Iteration 43Q: 3 clusters Score -3639894 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3640067.750000 Penalty: 3350.073486
	Iteration 44Q: 3 clusters Score -3640068 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3640181.250000 Penalty: 3350.073486
	Iteration 45Q: 3 clusters Score -3640181 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3640273.750000 Penalty: 3350.073486
	Iteration 46Q: 3 clusters Score -3640274 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3640354.250000 Penalty: 3350.073486
	Iteration 47Q: 3 clusters Score -3640354 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3640423.000000 Penalty: 3350.073486
	Iteration 48Q: 3 clusters Score -3640423 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3640489.500000 Penalty: 3350.073486
	Iteration 49Q: 3 clusters Score -3640490 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3640523.750000 Penalty: 3350.073486
	Iteration 50Q: 3 clusters Score -3640524 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3640580.500000 Penalty: 3350.073486
	Iteration 51Q: 3 clusters Score -3640580 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3640628.750000 Penalty: 3350.073486
	Iteration 52Q: 3 clusters Score -3640629 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3640670.250000 Penalty: 3350.073486
	Iteration 53Q: 3 clusters Score -3640670 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -3640722.750000 Penalty: 3350.073486
	Iteration 54Q: 3 clusters Score -3640723 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3640766.500000 Penalty: 3350.073486
	Iteration 55Q: 3 clusters Score -3640766 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3640806.250000 Penalty: 3350.073486
	Iteration 56Q: 3 clusters Score -3640806 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3640861.500000 Penalty: 3350.073486
	Iteration 57Q: 3 clusters Score -3640862 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3640916.250000 Penalty: 3350.073486
	Iteration 58Q: 3 clusters Score -3640916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3640969.000000 Penalty: 3350.073486
	Iteration 59Q: 3 clusters Score -3640969 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3640998.000000 Penalty: 3350.073486
	Iteration 60F: 3 clusters Score -3640998 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3641025.500000 Penalty: 3350.073486
	Iteration 61Q: 3 clusters Score -3641026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3641056.250000 Penalty: 3350.073486
	Iteration 62Q: 3 clusters Score -3641056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3641061.250000 Penalty: 3350.073486
	Iteration 63Q: 3 clusters Score -3641061 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3641080.000000 Penalty: 3350.073486
	Iteration 64Q: 3 clusters Score -3641080 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3641098.500000 Penalty: 3350.073486
	Iteration 65Q: 3 clusters Score -3641098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3641099.750000 Penalty: 3350.073486
	Iteration 66Q: 3 clusters Score -3641100 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3641122.250000 Penalty: 3350.073486
	Iteration 67Q: 3 clusters Score -3641122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3641146.500000 Penalty: 3350.073486
	Iteration 68Q: 3 clusters Score -3641146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3641160.250000 Penalty: 3350.073486
	Iteration 69Q: 3 clusters Score -3641160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3641180.000000 Penalty: 3350.073486
	Iteration 70Q: 3 clusters Score -3641180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -3641193.000000 Penalty: 3350.073486
	Iteration 71Q: 3 clusters Score -3641193 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -3641232.250000 Penalty: 3350.073486
	Iteration 72Q: 3 clusters Score -3641232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3641240.750000 Penalty: 3350.073486
	Iteration 73Q: 3 clusters Score -3641241 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -3641257.250000 Penalty: 3350.073486
	Iteration 74Q: 3 clusters Score -3641257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -3641275.000000 Penalty: 3350.073486
	Iteration 75Q: 3 clusters Score -3641275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3641279.500000 Penalty: 3350.073486
	Iteration 76Q: 3 clusters Score -3641280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3641284.750000 Penalty: 3350.073486
	Iteration 77Q: 3 clusters Score -3641285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3641301.750000 Penalty: 3350.073486
	Iteration 78Q: 3 clusters Score -3641302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3641317.000000 Penalty: 3350.073486
	Iteration 79Q: 3 clusters Score -3641317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -3641312.750000 Penalty: 3350.073486
	Iteration 80F: 3 clusters Score -3641313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -3641314.000000 Penalty: 3350.073486
	Iteration 81Q: 3 clusters Score -3641314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3641325.000000 Penalty: 3350.073486
	Iteration 82Q: 3 clusters Score -3641325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -3641335.250000 Penalty: 3350.073486
	Iteration 83Q: 3 clusters Score -3641335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3641332.750000 Penalty: 3350.073486
	Iteration 84Q: 3 clusters Score -3641333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -3641338.000000 Penalty: 3350.073486
	Iteration 85Q: 3 clusters Score -3641338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3641338.000000 Penalty: 3350.073486
	Iteration 86Q: 3 clusters Score -3641338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -3641343.000000 Penalty: 3350.073486
	Iteration 87Q: 3 clusters Score -3641343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3641338.250000 Penalty: 3350.073486
	Iteration 88Q: 3 clusters Score -3641338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -3641338.750000 Penalty: 3350.073486
	Iteration 89Q: 3 clusters Score -3641339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -3641340.000000 Penalty: 3350.073486
	Iteration 90Q: 3 clusters Score -3641340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3641344.500000 Penalty: 3350.073486
	Iteration 91Q: 3 clusters Score -3641344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3641351.500000 Penalty: 3350.073486
	Iteration 92Q: 3 clusters Score -3641352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3641352.500000 Penalty: 3350.073486
	Iteration 93Q: 3 clusters Score -3641352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -3641357.250000 Penalty: 3350.073486
	Iteration 94Q: 3 clusters Score -3641357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3641366.000000 Penalty: 3350.073486
	Iteration 95Q: 3 clusters Score -3641366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3641362.250000 Penalty: 3350.073486
	Iteration 96Q: 3 clusters Score -3641362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3641370.250000 Penalty: 3350.073486
	Iteration 97Q: 3 clusters Score -3641370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3641376.750000 Penalty: 3350.073486
	Iteration 98Q: 3 clusters Score -3641377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3641379.250000 Penalty: 3350.073486
	Iteration 99Q: 3 clusters Score -3641379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3641391.250000 Penalty: 3350.073486
	Iteration 100F: 3 clusters Score -3641391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -3641387.500000 Penalty: 3350.073486
	Iteration 101Q: 3 clusters Score -3641388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -3641391.000000 Penalty: 3350.073486
	Iteration 102Q: 3 clusters Score -3641391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3641391.750000 Penalty: 3350.073486
	Iteration 103Q: 3 clusters Score -3641392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3641390.000000 Penalty: 3350.073486
	Iteration 104Q: 3 clusters Score -3641390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -3641392.750000 Penalty: 3350.073486
	Iteration 105Q: 3 clusters Score -3641393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3641389.250000 Penalty: 3350.073486
	Iteration 106Q: 3 clusters Score -3641389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -3641382.750000 Penalty: 3350.073486
	Iteration 107Q: 3 clusters Score -3641383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3641384.250000 Penalty: 3350.073486
	Iteration 108Q: 3 clusters Score -3641384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -3641385.750000 Penalty: 3350.073486
	Iteration 109Q: 3 clusters Score -3641386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -3641392.000000 Penalty: 3350.073486
	Iteration 110Q: 3 clusters Score -3641392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -3641392.750000 Penalty: 3350.073486
	Iteration 111Q: 3 clusters Score -3641393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3641389.750000 Penalty: 3350.073486
	Iteration 112Q: 3 clusters Score -3641390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3641390.500000 Penalty: 3350.073486
	Iteration 113Q: 3 clusters Score -3641390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3641392.000000 Penalty: 3350.073486
	Iteration 114Q: 3 clusters Score -3641392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3641392.000000 Penalty: 3350.073486
	Iteration 115Q: 3 clusters Score -3641392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -3641387.250000 Penalty: 3350.073486
	Iteration 116Q: 3 clusters Score -3641387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3641396.250000 Penalty: 3350.073486
	Iteration 117Q: 3 clusters Score -3641396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3641395.750000 Penalty: 3350.073486
	Iteration 118Q: 3 clusters Score -3641396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3641398.750000 Penalty: 3350.073486
	Iteration 119Q: 3 clusters Score -3641399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3641397.500000 Penalty: 3350.073486
	Iteration 120F: 3 clusters Score -3641398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -3641401.000000 Penalty: 3350.073486
	Iteration 121Q: 3 clusters Score -3641401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3641405.750000 Penalty: 3350.073486
	Iteration 122Q: 3 clusters Score -3641406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3641408.000000 Penalty: 3350.073486
	Iteration 123Q: 3 clusters Score -3641408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3641414.750000 Penalty: 3350.073486
	Iteration 124Q: 3 clusters Score -3641415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3641413.750000 Penalty: 3350.073486
	Iteration 125Q: 3 clusters Score -3641414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3641422.250000 Penalty: 3350.073486
	Iteration 126Q: 3 clusters Score -3641422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -3641421.500000 Penalty: 3350.073486
	Iteration 127Q: 3 clusters Score -3641422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -3641421.250000 Penalty: 3350.073486
	Iteration 128Q: 3 clusters Score -3641421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -3641424.750000 Penalty: 3350.073486
	Iteration 129Q: 3 clusters Score -3641425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3641422.000000 Penalty: 3350.073486
	Iteration 130Q: 3 clusters Score -3641422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -3641424.250000 Penalty: 3350.073486
	Iteration 131Q: 3 clusters Score -3641424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3641424.000000 Penalty: 3350.073486
	Iteration 132Q: 3 clusters Score -3641424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -3641427.500000 Penalty: 3350.073486
	Iteration 133Q: 3 clusters Score -3641428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -3641426.000000 Penalty: 3350.073486
	Iteration 134Q: 3 clusters Score -3641426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3641425.250000 Penalty: 3350.073486
	Iteration 135Q: 3 clusters Score -3641425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3641425.250000 Penalty: 3350.073486
	Iteration 136F: 3 clusters Score -3641425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -15133.446289 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -15133.45 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 65 members 
Entering Unmasked Estep 
Score: -14539.114258 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -14539.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14586.823242 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -14586.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14596.001953 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -14596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14596.001953 Penalty: 1612.924561
	Iteration 3F: 3 clusters Score -14596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Entering Unmasked Estep 
Score: -935521.750000 Penalty: 1453.425781
	Iteration 0F: 2 clusters Score -935521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -929841.562500 Penalty: 2906.851562
	Iteration 0F: 3 clusters Score -929841.6 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -931567.875000 Penalty: 2906.851562
	Iteration 1F: 3 clusters Score -931567.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -931738.500000 Penalty: 2906.851562
	Iteration 2F: 3 clusters Score -931738.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -931858.812500 Penalty: 2906.851562
	Iteration 3Q: 3 clusters Score -931858.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -931969.562500 Penalty: 2906.851562
	Iteration 4Q: 3 clusters Score -931969.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -932079.437500 Penalty: 2906.851562
	Iteration 5Q: 3 clusters Score -932079.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -932171.625000 Penalty: 2906.851562
	Iteration 6Q: 3 clusters Score -932171.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -932237.000000 Penalty: 2906.851562
	Iteration 7Q: 3 clusters Score -932237 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -932299.937500 Penalty: 2906.851562
	Iteration 8Q: 3 clusters Score -932299.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -932361.562500 Penalty: 2906.851562
	Iteration 9Q: 3 clusters Score -932361.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -932433.625000 Penalty: 2906.851562
	Iteration 10Q: 3 clusters Score -932433.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -932533.937500 Penalty: 2906.851562
	Iteration 11Q: 3 clusters Score -932533.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -932647.687500 Penalty: 2906.851562
	Iteration 12Q: 3 clusters Score -932647.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -932793.187500 Penalty: 2906.851562
	Iteration 13Q: 3 clusters Score -932793.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -932956.750000 Penalty: 2906.851562
	Iteration 14Q: 3 clusters Score -932956.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -933166.312500 Penalty: 2906.851562
	Iteration 15Q: 3 clusters Score -933166.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -933376.437500 Penalty: 2906.851562
	Iteration 16Q: 3 clusters Score -933376.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -933566.500000 Penalty: 2906.851562
	Iteration 17Q: 3 clusters Score -933566.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -933716.812500 Penalty: 2906.851562
	Iteration 18Q: 3 clusters Score -933716.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -933841.312500 Penalty: 2906.851562
	Iteration 19Q: 3 clusters Score -933841.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -933944.875000 Penalty: 2906.851562
	Iteration 20F: 3 clusters Score -933944.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -934026.875000 Penalty: 2906.851562
	Iteration 21Q: 3 clusters Score -934026.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -934091.250000 Penalty: 2906.851562
	Iteration 22Q: 3 clusters Score -934091.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -934131.062500 Penalty: 2906.851562
	Iteration 23Q: 3 clusters Score -934131.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -934161.875000 Penalty: 2906.851562
	Iteration 24Q: 3 clusters Score -934161.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -934187.625000 Penalty: 2906.851562
	Iteration 25Q: 3 clusters Score -934187.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -934202.687500 Penalty: 2906.851562
	Iteration 26Q: 3 clusters Score -934202.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -934228.375000 Penalty: 2906.851562
	Iteration 27Q: 3 clusters Score -934228.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -934248.562500 Penalty: 2906.851562
	Iteration 28Q: 3 clusters Score -934248.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -934264.437500 Penalty: 2906.851562
	Iteration 29Q: 3 clusters Score -934264.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -934274.062500 Penalty: 2906.851562
	Iteration 30Q: 3 clusters Score -934274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -934278.812500 Penalty: 2906.851562
	Iteration 31Q: 3 clusters Score -934278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -934280.187500 Penalty: 2906.851562
	Iteration 32Q: 3 clusters Score -934280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -934281.812500 Penalty: 2906.851562
	Iteration 33Q: 3 clusters Score -934281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -934283.125000 Penalty: 2906.851562
	Iteration 34Q: 3 clusters Score -934283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -934284.437500 Penalty: 2906.851562
	Iteration 35Q: 3 clusters Score -934284.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -934284.437500 Penalty: 2906.851562
	Iteration 36F: 3 clusters Score -934284.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -54428.710938 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -54428.71 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 178 members 
Entering Unmasked Estep 
Score: -53515.871094 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -53515.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53607.804688 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -53607.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53653.953125 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -53653.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53680.410156 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -53680.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53698.246094 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -53698.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53746.125000 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -53746.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53765.816406 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -53765.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53771.945312 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -53771.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53776.066406 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -53776.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53782.117188 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -53782.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53782.117188 Penalty: 1890.561035
	Iteration 10F: 3 clusters Score -53782.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Entering Unmasked Estep 
Score: -3096166.250000 Penalty: 1647.996948
	Iteration 0F: 2 clusters Score -3096166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3078943.500000 Penalty: 3295.993896
	Iteration 0F: 3 clusters Score -3078944 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3085528.000000 Penalty: 3295.993896
	Iteration 1F: 3 clusters Score -3085528 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3086001.000000 Penalty: 3295.993896
	Iteration 2Q: 3 clusters Score -3086001 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3086500.750000 Penalty: 3295.993896
	Iteration 3Q: 3 clusters Score -3086501 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3087087.250000 Penalty: 3295.993896
	Iteration 4Q: 3 clusters Score -3087087 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3087861.500000 Penalty: 3295.993896
	Iteration 5F: 3 clusters Score -3087862 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3088853.500000 Penalty: 3295.993896
	Iteration 6F: 3 clusters Score -3088854 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -3090115.000000 Penalty: 3295.993896
	Iteration 7F: 3 clusters Score -3090115 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3091464.000000 Penalty: 3295.993896
	Iteration 8F: 3 clusters Score -3091464 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3092659.500000 Penalty: 3295.993896
	Iteration 9F: 3 clusters Score -3092660 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3093592.000000 Penalty: 3295.993896
	Iteration 10Q: 3 clusters Score -3093592 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3094145.500000 Penalty: 3295.993896
	Iteration 11Q: 3 clusters Score -3094146 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3094431.500000 Penalty: 3295.993896
	Iteration 12Q: 3 clusters Score -3094432 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3094571.250000 Penalty: 3295.993896
	Iteration 13Q: 3 clusters Score -3094571 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3094650.500000 Penalty: 3295.993896
	Iteration 14Q: 3 clusters Score -3094650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3094691.250000 Penalty: 3295.993896
	Iteration 15Q: 3 clusters Score -3094691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3094718.750000 Penalty: 3295.993896
	Iteration 16Q: 3 clusters Score -3094719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3094741.500000 Penalty: 3295.993896
	Iteration 17Q: 3 clusters Score -3094742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3094759.750000 Penalty: 3295.993896
	Iteration 18Q: 3 clusters Score -3094760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3094772.500000 Penalty: 3295.993896
	Iteration 19Q: 3 clusters Score -3094772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3094776.500000 Penalty: 3295.993896
	Iteration 20F: 3 clusters Score -3094776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3094780.500000 Penalty: 3295.993896
	Iteration 21Q: 3 clusters Score -3094780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3094780.500000 Penalty: 3295.993896
	Iteration 22F: 3 clusters Score -3094780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Entering Unmasked Estep 
Score: -3520657.000000 Penalty: 1667.563721
	Iteration 0F: 2 clusters Score -3520657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3502467.750000 Penalty: 3335.127441
	Iteration 0F: 3 clusters Score -3502468 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3509635.500000 Penalty: 3335.127441
	Iteration 1F: 3 clusters Score -3509636 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3509995.750000 Penalty: 3335.127441
	Iteration 2Q: 3 clusters Score -3509996 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3510346.500000 Penalty: 3335.127441
	Iteration 3Q: 3 clusters Score -3510346 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3510697.500000 Penalty: 3335.127441
	Iteration 4Q: 3 clusters Score -3510698 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3511038.500000 Penalty: 3335.127441
	Iteration 5Q: 3 clusters Score -3511038 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3511390.750000 Penalty: 3335.127441
	Iteration 6Q: 3 clusters Score -3511391 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3511814.500000 Penalty: 3335.127441
	Iteration 7Q: 3 clusters Score -3511814 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3512306.750000 Penalty: 3335.127441
	Iteration 8Q: 3 clusters Score -3512307 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3512950.500000 Penalty: 3335.127441
	Iteration 9Q: 3 clusters Score -3512950 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3513742.500000 Penalty: 3335.127441
	Iteration 10Q: 3 clusters Score -3513742 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3514639.250000 Penalty: 3335.127441
	Iteration 11Q: 3 clusters Score -3514639 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3515507.500000 Penalty: 3335.127441
	Iteration 12Q: 3 clusters Score -3515508 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3516114.750000 Penalty: 3335.127441
	Iteration 13Q: 3 clusters Score -3516115 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3516511.500000 Penalty: 3335.127441
	Iteration 14Q: 3 clusters Score -3516512 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3516779.250000 Penalty: 3335.127441
	Iteration 15Q: 3 clusters Score -3516779 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3517020.000000 Penalty: 3335.127441
	Iteration 16Q: 3 clusters Score -3517020 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3517237.250000 Penalty: 3335.127441
	Iteration 17Q: 3 clusters Score -3517237 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3517476.250000 Penalty: 3335.127441
	Iteration 18Q: 3 clusters Score -3517476 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3517688.000000 Penalty: 3335.127441
	Iteration 19Q: 3 clusters Score -3517688 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3517904.500000 Penalty: 3335.127441
	Iteration 20F: 3 clusters Score -3517904 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3518130.750000 Penalty: 3335.127441
	Iteration 21Q: 3 clusters Score -3518131 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3518320.000000 Penalty: 3335.127441
	Iteration 22Q: 3 clusters Score -3518320 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3518525.500000 Penalty: 3335.127441
	Iteration 23Q: 3 clusters Score -3518526 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3518710.750000 Penalty: 3335.127441
	Iteration 24Q: 3 clusters Score -3518711 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -3518836.000000 Penalty: 3335.127441
	Iteration 25Q: 3 clusters Score -3518836 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3519028.250000 Penalty: 3335.127441
	Iteration 26Q: 3 clusters Score -3519028 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3519197.000000 Penalty: 3335.127441
	Iteration 27Q: 3 clusters Score -3519197 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3519324.250000 Penalty: 3335.127441
	Iteration 28Q: 3 clusters Score -3519324 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3519454.000000 Penalty: 3335.127441
	Iteration 29Q: 3 clusters Score -3519454 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3519562.500000 Penalty: 3335.127441
	Iteration 30Q: 3 clusters Score -3519562 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3519673.500000 Penalty: 3335.127441
	Iteration 31Q: 3 clusters Score -3519674 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3519773.500000 Penalty: 3335.127441
	Iteration 32Q: 3 clusters Score -3519774 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -3519862.250000 Penalty: 3335.127441
	Iteration 33Q: 3 clusters Score -3519862 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -3519967.000000 Penalty: 3335.127441
	Iteration 34Q: 3 clusters Score -3519967 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -3520042.750000 Penalty: 3335.127441
	Iteration 35Q: 3 clusters Score -3520043 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3520103.250000 Penalty: 3335.127441
	Iteration 36Q: 3 clusters Score -3520103 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3520150.250000 Penalty: 3335.127441
	Iteration 37Q: 3 clusters Score -3520150 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -3520186.750000 Penalty: 3335.127441
	Iteration 38Q: 3 clusters Score -3520187 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3520209.250000 Penalty: 3335.127441
	Iteration 39Q: 3 clusters Score -3520209 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3520236.000000 Penalty: 3335.127441
	Iteration 40F: 3 clusters Score -3520236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3520272.250000 Penalty: 3335.127441
	Iteration 41Q: 3 clusters Score -3520272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3520294.750000 Penalty: 3335.127441
	Iteration 42Q: 3 clusters Score -3520295 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3520311.500000 Penalty: 3335.127441
	Iteration 43Q: 3 clusters Score -3520312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3520325.000000 Penalty: 3335.127441
	Iteration 44Q: 3 clusters Score -3520325 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3520349.750000 Penalty: 3335.127441
	Iteration 45Q: 3 clusters Score -3520350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3520375.250000 Penalty: 3335.127441
	Iteration 46Q: 3 clusters Score -3520375 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -3520394.500000 Penalty: 3335.127441
	Iteration 47Q: 3 clusters Score -3520394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3520402.000000 Penalty: 3335.127441
	Iteration 48Q: 3 clusters Score -3520402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3520402.500000 Penalty: 3335.127441
	Iteration 49Q: 3 clusters Score -3520402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3520402.250000 Penalty: 3335.127441
	Iteration 50Q: 3 clusters Score -3520402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -3520420.750000 Penalty: 3335.127441
	Iteration 51Q: 3 clusters Score -3520421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -3520422.500000 Penalty: 3335.127441
	Iteration 52Q: 3 clusters Score -3520422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3520420.750000 Penalty: 3335.127441
	Iteration 53Q: 3 clusters Score -3520421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3520427.000000 Penalty: 3335.127441
	Iteration 54Q: 3 clusters Score -3520427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3520425.000000 Penalty: 3335.127441
	Iteration 55Q: 3 clusters Score -3520425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3520429.500000 Penalty: 3335.127441
	Iteration 56Q: 3 clusters Score -3520430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3520434.500000 Penalty: 3335.127441
	Iteration 57Q: 3 clusters Score -3520434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3520432.000000 Penalty: 3335.127441
	Iteration 58Q: 3 clusters Score -3520432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3520430.750000 Penalty: 3335.127441
	Iteration 59Q: 3 clusters Score -3520431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3520434.000000 Penalty: 3335.127441
	Iteration 60F: 3 clusters Score -3520434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3520431.750000 Penalty: 3335.127441
	Iteration 61Q: 3 clusters Score -3520432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -3520429.500000 Penalty: 3335.127441
	Iteration 62Q: 3 clusters Score -3520430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -3520426.000000 Penalty: 3335.127441
	Iteration 63Q: 3 clusters Score -3520426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3520424.500000 Penalty: 3335.127441
	Iteration 64Q: 3 clusters Score -3520424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -3520427.000000 Penalty: 3335.127441
	Iteration 65Q: 3 clusters Score -3520427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3520428.750000 Penalty: 3335.127441
	Iteration 66Q: 3 clusters Score -3520429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -3520431.250000 Penalty: 3335.127441
	Iteration 67Q: 3 clusters Score -3520431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3520438.250000 Penalty: 3335.127441
	Iteration 68Q: 3 clusters Score -3520438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3520439.250000 Penalty: 3335.127441
	Iteration 69Q: 3 clusters Score -3520439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3520437.500000 Penalty: 3335.127441
	Iteration 70Q: 3 clusters Score -3520438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3520427.000000 Penalty: 3335.127441
	Iteration 71Q: 3 clusters Score -3520427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3520430.000000 Penalty: 3335.127441
	Iteration 72Q: 3 clusters Score -3520430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3520431.750000 Penalty: 3335.127441
	Iteration 73Q: 3 clusters Score -3520432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3520435.750000 Penalty: 3335.127441
	Iteration 74Q: 3 clusters Score -3520436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -3520449.250000 Penalty: 3335.127441
	Iteration 75Q: 3 clusters Score -3520449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3520450.500000 Penalty: 3335.127441
	Iteration 76Q: 3 clusters Score -3520450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3520445.500000 Penalty: 3335.127441
	Iteration 77Q: 3 clusters Score -3520446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3520441.250000 Penalty: 3335.127441
	Iteration 78Q: 3 clusters Score -3520441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -3520440.500000 Penalty: 3335.127441
	Iteration 79Q: 3 clusters Score -3520440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3520444.250000 Penalty: 3335.127441
	Iteration 80F: 3 clusters Score -3520444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3520448.000000 Penalty: 3335.127441
	Iteration 81Q: 3 clusters Score -3520448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3520450.000000 Penalty: 3335.127441
	Iteration 82Q: 3 clusters Score -3520450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3520450.000000 Penalty: 3335.127441
	Iteration 83F: 3 clusters Score -3520450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Entering Unmasked Estep 
Score: -1009553.000000 Penalty: 1473.488892
	Iteration 0F: 2 clusters Score -1009553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1003360.437500 Penalty: 2946.977783
	Iteration 0F: 3 clusters Score -1003360 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1005621.625000 Penalty: 2946.977783
	Iteration 1F: 3 clusters Score -1005622 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1006103.000000 Penalty: 2946.977783
	Iteration 2F: 3 clusters Score -1006103 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1006494.000000 Penalty: 2946.977783
	Iteration 3F: 3 clusters Score -1006494 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1006829.312500 Penalty: 2946.977783
	Iteration 4F: 3 clusters Score -1006829 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1007095.437500 Penalty: 2946.977783
	Iteration 5F: 3 clusters Score -1007095 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1007317.687500 Penalty: 2946.977783
	Iteration 6Q: 3 clusters Score -1007318 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1007486.687500 Penalty: 2946.977783
	Iteration 7Q: 3 clusters Score -1007487 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1007613.312500 Penalty: 2946.977783
	Iteration 8Q: 3 clusters Score -1007613 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1007716.125000 Penalty: 2946.977783
	Iteration 9Q: 3 clusters Score -1007716 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1007774.375000 Penalty: 2946.977783
	Iteration 10Q: 3 clusters Score -1007774 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1007823.562500 Penalty: 2946.977783
	Iteration 11Q: 3 clusters Score -1007824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1007860.437500 Penalty: 2946.977783
	Iteration 12Q: 3 clusters Score -1007860 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1007901.062500 Penalty: 2946.977783
	Iteration 13Q: 3 clusters Score -1007901 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1007940.937500 Penalty: 2946.977783
	Iteration 14Q: 3 clusters Score -1007941 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1007988.125000 Penalty: 2946.977783
	Iteration 15Q: 3 clusters Score -1007988 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1008049.187500 Penalty: 2946.977783
	Iteration 16Q: 3 clusters Score -1008049 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1008149.812500 Penalty: 2946.977783
	Iteration 17Q: 3 clusters Score -1008150 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1008277.250000 Penalty: 2946.977783
	Iteration 18Q: 3 clusters Score -1008277 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1008452.875000 Penalty: 2946.977783
	Iteration 19Q: 3 clusters Score -1008453 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1008650.562500 Penalty: 2946.977783
	Iteration 20F: 3 clusters Score -1008651 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1008847.812500 Penalty: 2946.977783
	Iteration 21Q: 3 clusters Score -1008848 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1008967.312500 Penalty: 2946.977783
	Iteration 22Q: 3 clusters Score -1008967 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1009031.437500 Penalty: 2946.977783
	Iteration 23Q: 3 clusters Score -1009031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1009070.687500 Penalty: 2946.977783
	Iteration 24Q: 3 clusters Score -1009071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1009107.312500 Penalty: 2946.977783
	Iteration 25Q: 3 clusters Score -1009107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1009131.437500 Penalty: 2946.977783
	Iteration 26Q: 3 clusters Score -1009131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1009151.750000 Penalty: 2946.977783
	Iteration 27Q: 3 clusters Score -1009152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1009163.250000 Penalty: 2946.977783
	Iteration 28Q: 3 clusters Score -1009163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1009169.687500 Penalty: 2946.977783
	Iteration 29Q: 3 clusters Score -1009170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1009178.937500 Penalty: 2946.977783
	Iteration 30Q: 3 clusters Score -1009179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1009184.125000 Penalty: 2946.977783
	Iteration 31Q: 3 clusters Score -1009184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1009188.687500 Penalty: 2946.977783
	Iteration 32Q: 3 clusters Score -1009189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1009190.437500 Penalty: 2946.977783
	Iteration 33Q: 3 clusters Score -1009190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1009191.562500 Penalty: 2946.977783
	Iteration 34Q: 3 clusters Score -1009192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1009191.937500 Penalty: 2946.977783
	Iteration 35Q: 3 clusters Score -1009192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1009192.312500 Penalty: 2946.977783
	Iteration 36Q: 3 clusters Score -1009192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1009192.312500 Penalty: 2946.977783
	Iteration 37F: 3 clusters Score -1009192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Entering Unmasked Estep 
Score: -4068147.750000 Penalty: 1692.080322
	Iteration 0F: 2 clusters Score -4068148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4046750.750000 Penalty: 3384.160645
	Iteration 0F: 3 clusters Score -4046751 nChanged 15386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -4055358.500000 Penalty: 3384.160645
	Iteration 1F: 3 clusters Score -4055358 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -4055962.250000 Penalty: 3384.160645
	Iteration 2Q: 3 clusters Score -4055962 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -4056730.750000 Penalty: 3384.160645
	Iteration 3F: 3 clusters Score -4056731 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -4057753.500000 Penalty: 3384.160645
	Iteration 4F: 3 clusters Score -4057754 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4059047.500000 Penalty: 3384.160645
	Iteration 5F: 3 clusters Score -4059048 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -4060535.250000 Penalty: 3384.160645
	Iteration 6F: 3 clusters Score -4060535 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -4062195.000000 Penalty: 3384.160645
	Iteration 7F: 3 clusters Score -4062195 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -4063839.000000 Penalty: 3384.160645
	Iteration 8F: 3 clusters Score -4063839 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -4065034.750000 Penalty: 3384.160645
	Iteration 9F: 3 clusters Score -4065035 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4065794.250000 Penalty: 3384.160645
	Iteration 10Q: 3 clusters Score -4065794 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4066238.250000 Penalty: 3384.160645
	Iteration 11Q: 3 clusters Score -4066238 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4066448.000000 Penalty: 3384.160645
	Iteration 12Q: 3 clusters Score -4066448 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4066571.750000 Penalty: 3384.160645
	Iteration 13Q: 3 clusters Score -4066572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4066634.500000 Penalty: 3384.160645
	Iteration 14Q: 3 clusters Score -4066634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4066694.500000 Penalty: 3384.160645
	Iteration 15Q: 3 clusters Score -4066694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4066708.000000 Penalty: 3384.160645
	Iteration 16Q: 3 clusters Score -4066708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4066725.000000 Penalty: 3384.160645
	Iteration 17Q: 3 clusters Score -4066725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4066735.500000 Penalty: 3384.160645
	Iteration 18Q: 3 clusters Score -4066736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4066740.500000 Penalty: 3384.160645
	Iteration 19Q: 3 clusters Score -4066740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4066742.000000 Penalty: 3384.160645
	Iteration 20F: 3 clusters Score -4066742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4066743.750000 Penalty: 3384.160645
	Iteration 21Q: 3 clusters Score -4066744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4066749.500000 Penalty: 3384.160645
	Iteration 22Q: 3 clusters Score -4066750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4066749.500000 Penalty: 3384.160645
	Iteration 23F: 3 clusters Score -4066750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Entering Unmasked Estep 
Score: -3405664.500000 Penalty: 1664.254395
	Iteration 0F: 2 clusters Score -3405664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3387478.500000 Penalty: 3328.508789
	Iteration 0F: 3 clusters Score -3387478 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3394406.750000 Penalty: 3328.508789
	Iteration 1F: 3 clusters Score -3394407 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3394724.000000 Penalty: 3328.508789
	Iteration 2Q: 3 clusters Score -3394724 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3395028.500000 Penalty: 3328.508789
	Iteration 3Q: 3 clusters Score -3395028 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3395320.750000 Penalty: 3328.508789
	Iteration 4Q: 3 clusters Score -3395321 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3395598.250000 Penalty: 3328.508789
	Iteration 5Q: 3 clusters Score -3395598 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3395911.750000 Penalty: 3328.508789
	Iteration 6Q: 3 clusters Score -3395912 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3396319.750000 Penalty: 3328.508789
	Iteration 7Q: 3 clusters Score -3396320 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3396783.000000 Penalty: 3328.508789
	Iteration 8Q: 3 clusters Score -3396783 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3397515.250000 Penalty: 3328.508789
	Iteration 9Q: 3 clusters Score -3397515 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3398408.750000 Penalty: 3328.508789
	Iteration 10F: 3 clusters Score -3398409 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3399446.250000 Penalty: 3328.508789
	Iteration 11F: 3 clusters Score -3399446 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3400193.750000 Penalty: 3328.508789
	Iteration 12Q: 3 clusters Score -3400194 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3400567.500000 Penalty: 3328.508789
	Iteration 13Q: 3 clusters Score -3400568 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3400711.750000 Penalty: 3328.508789
	Iteration 14Q: 3 clusters Score -3400712 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3400782.750000 Penalty: 3328.508789
	Iteration 15Q: 3 clusters Score -3400783 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3400823.000000 Penalty: 3328.508789
	Iteration 16Q: 3 clusters Score -3400823 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3400846.250000 Penalty: 3328.508789
	Iteration 17Q: 3 clusters Score -3400846 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3400856.250000 Penalty: 3328.508789
	Iteration 18Q: 3 clusters Score -3400856 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3400872.750000 Penalty: 3328.508789
	Iteration 19Q: 3 clusters Score -3400873 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3400895.000000 Penalty: 3328.508789
	Iteration 20F: 3 clusters Score -3400895 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3400915.250000 Penalty: 3328.508789
	Iteration 21Q: 3 clusters Score -3400915 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3400941.750000 Penalty: 3328.508789
	Iteration 22Q: 3 clusters Score -3400942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3400945.250000 Penalty: 3328.508789
	Iteration 23Q: 3 clusters Score -3400945 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3400961.000000 Penalty: 3328.508789
	Iteration 24Q: 3 clusters Score -3400961 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3400977.500000 Penalty: 3328.508789
	Iteration 25Q: 3 clusters Score -3400978 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3400992.500000 Penalty: 3328.508789
	Iteration 26Q: 3 clusters Score -3400992 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3400999.250000 Penalty: 3328.508789
	Iteration 27Q: 3 clusters Score -3400999 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3401006.750000 Penalty: 3328.508789
	Iteration 28Q: 3 clusters Score -3401007 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3401013.250000 Penalty: 3328.508789
	Iteration 29Q: 3 clusters Score -3401013 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3401011.250000 Penalty: 3328.508789
	Iteration 30Q: 3 clusters Score -3401011 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3401034.500000 Penalty: 3328.508789
	Iteration 31Q: 3 clusters Score -3401034 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3401047.750000 Penalty: 3328.508789
	Iteration 32Q: 3 clusters Score -3401048 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3401060.500000 Penalty: 3328.508789
	Iteration 33Q: 3 clusters Score -3401060 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3401075.000000 Penalty: 3328.508789
	Iteration 34Q: 3 clusters Score -3401075 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3401079.000000 Penalty: 3328.508789
	Iteration 35Q: 3 clusters Score -3401079 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3401088.750000 Penalty: 3328.508789
	Iteration 36Q: 3 clusters Score -3401089 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -3401111.000000 Penalty: 3328.508789
	Iteration 37Q: 3 clusters Score -3401111 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3401132.000000 Penalty: 3328.508789
	Iteration 38Q: 3 clusters Score -3401132 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -3401143.250000 Penalty: 3328.508789
	Iteration 39Q: 3 clusters Score -3401143 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3401177.250000 Penalty: 3328.508789
	Iteration 40F: 3 clusters Score -3401177 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3401213.250000 Penalty: 3328.508789
	Iteration 41Q: 3 clusters Score -3401213 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3401237.500000 Penalty: 3328.508789
	Iteration 42Q: 3 clusters Score -3401238 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -3401276.250000 Penalty: 3328.508789
	Iteration 43Q: 3 clusters Score -3401276 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3401304.000000 Penalty: 3328.508789
	Iteration 44Q: 3 clusters Score -3401304 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3401341.250000 Penalty: 3328.508789
	Iteration 45Q: 3 clusters Score -3401341 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3401380.250000 Penalty: 3328.508789
	Iteration 46Q: 3 clusters Score -3401380 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3401441.500000 Penalty: 3328.508789
	Iteration 47Q: 3 clusters Score -3401442 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3401513.750000 Penalty: 3328.508789
	Iteration 48Q: 3 clusters Score -3401514 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3401597.500000 Penalty: 3328.508789
	Iteration 49Q: 3 clusters Score -3401598 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3401710.000000 Penalty: 3328.508789
	Iteration 50Q: 3 clusters Score -3401710 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3401877.500000 Penalty: 3328.508789
	Iteration 51Q: 3 clusters Score -3401878 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3402039.750000 Penalty: 3328.508789
	Iteration 52Q: 3 clusters Score -3402040 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3402198.750000 Penalty: 3328.508789
	Iteration 53Q: 3 clusters Score -3402199 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3402401.000000 Penalty: 3328.508789
	Iteration 54Q: 3 clusters Score -3402401 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3402596.500000 Penalty: 3328.508789
	Iteration 55Q: 3 clusters Score -3402596 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3402813.500000 Penalty: 3328.508789
	Iteration 56Q: 3 clusters Score -3402814 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3402994.250000 Penalty: 3328.508789
	Iteration 57Q: 3 clusters Score -3402994 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3403187.250000 Penalty: 3328.508789
	Iteration 58Q: 3 clusters Score -3403187 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3403352.500000 Penalty: 3328.508789
	Iteration 59Q: 3 clusters Score -3403352 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3403520.500000 Penalty: 3328.508789
	Iteration 60F: 3 clusters Score -3403520 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3403672.750000 Penalty: 3328.508789
	Iteration 61Q: 3 clusters Score -3403673 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3403773.500000 Penalty: 3328.508789
	Iteration 62Q: 3 clusters Score -3403774 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3403872.750000 Penalty: 3328.508789
	Iteration 63Q: 3 clusters Score -3403873 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3403961.250000 Penalty: 3328.508789
	Iteration 64Q: 3 clusters Score -3403961 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3404036.750000 Penalty: 3328.508789
	Iteration 65Q: 3 clusters Score -3404037 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3404117.000000 Penalty: 3328.508789
	Iteration 66Q: 3 clusters Score -3404117 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3404174.750000 Penalty: 3328.508789
	Iteration 67Q: 3 clusters Score -3404175 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3404230.750000 Penalty: 3328.508789
	Iteration 68Q: 3 clusters Score -3404231 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3404295.500000 Penalty: 3328.508789
	Iteration 69Q: 3 clusters Score -3404296 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3404349.500000 Penalty: 3328.508789
	Iteration 70Q: 3 clusters Score -3404350 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3404390.250000 Penalty: 3328.508789
	Iteration 71Q: 3 clusters Score -3404390 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3404425.000000 Penalty: 3328.508789
	Iteration 72Q: 3 clusters Score -3404425 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3404460.000000 Penalty: 3328.508789
	Iteration 73Q: 3 clusters Score -3404460 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3404488.500000 Penalty: 3328.508789
	Iteration 74Q: 3 clusters Score -3404488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3404520.750000 Penalty: 3328.508789
	Iteration 75Q: 3 clusters Score -3404521 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3404533.500000 Penalty: 3328.508789
	Iteration 76Q: 3 clusters Score -3404534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3404546.500000 Penalty: 3328.508789
	Iteration 77Q: 3 clusters Score -3404546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3404549.000000 Penalty: 3328.508789
	Iteration 78Q: 3 clusters Score -3404549 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3404564.250000 Penalty: 3328.508789
	Iteration 79Q: 3 clusters Score -3404564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3404577.250000 Penalty: 3328.508789
	Iteration 80F: 3 clusters Score -3404577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3404576.000000 Penalty: 3328.508789
	Iteration 81Q: 3 clusters Score -3404576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3404582.500000 Penalty: 3328.508789
	Iteration 82Q: 3 clusters Score -3404582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3404584.750000 Penalty: 3328.508789
	Iteration 83Q: 3 clusters Score -3404585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3404589.250000 Penalty: 3328.508789
	Iteration 84Q: 3 clusters Score -3404589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3404589.500000 Penalty: 3328.508789
	Iteration 85Q: 3 clusters Score -3404590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3404584.750000 Penalty: 3328.508789
	Iteration 86Q: 3 clusters Score -3404585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3404586.750000 Penalty: 3328.508789
	Iteration 87Q: 3 clusters Score -3404587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3404590.500000 Penalty: 3328.508789
	Iteration 88Q: 3 clusters Score -3404590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3404591.000000 Penalty: 3328.508789
	Iteration 89Q: 3 clusters Score -3404591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3404602.250000 Penalty: 3328.508789
	Iteration 90Q: 3 clusters Score -3404602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3404602.750000 Penalty: 3328.508789
	Iteration 91Q: 3 clusters Score -3404603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3404601.250000 Penalty: 3328.508789
	Iteration 92Q: 3 clusters Score -3404601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3404600.500000 Penalty: 3328.508789
	Iteration 93Q: 3 clusters Score -3404600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3404599.000000 Penalty: 3328.508789
	Iteration 94Q: 3 clusters Score -3404599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3404599.000000 Penalty: 3328.508789
	Iteration 95F: 3 clusters Score -3404599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -171647.656250 Penalty: 1186.107178
	Iteration 0F: 2 clusters Score -171647.7 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 731 members 
Entering Unmasked Estep 
Score: -169868.656250 Penalty: 2372.214355
	Iteration 0F: 3 clusters Score -169868.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -170209.234375 Penalty: 2372.214355
	Iteration 1F: 3 clusters Score -170209.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -170276.328125 Penalty: 2372.214355
	Iteration 2F: 3 clusters Score -170276.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -170319.968750 Penalty: 2372.214355
	Iteration 3Q: 3 clusters Score -170320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -170350.437500 Penalty: 2372.214355
	Iteration 4Q: 3 clusters Score -170350.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -170372.687500 Penalty: 2372.214355
	Iteration 5Q: 3 clusters Score -170372.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -170387.187500 Penalty: 2372.214355
	Iteration 6Q: 3 clusters Score -170387.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -170394.812500 Penalty: 2372.214355
	Iteration 7Q: 3 clusters Score -170394.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -170402.906250 Penalty: 2372.214355
	Iteration 8Q: 3 clusters Score -170402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -170408.671875 Penalty: 2372.214355
	Iteration 9Q: 3 clusters Score -170408.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -170416.671875 Penalty: 2372.214355
	Iteration 10Q: 3 clusters Score -170416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -170424.000000 Penalty: 2372.214355
	Iteration 11Q: 3 clusters Score -170424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -170424.718750 Penalty: 2372.214355
	Iteration 12Q: 3 clusters Score -170424.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -170426.546875 Penalty: 2372.214355
	Iteration 13Q: 3 clusters Score -170426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -170428.546875 Penalty: 2372.214355
	Iteration 14Q: 3 clusters Score -170428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -170429.687500 Penalty: 2372.214355
	Iteration 15Q: 3 clusters Score -170429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -170431.343750 Penalty: 2372.214355
	Iteration 16Q: 3 clusters Score -170431.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -170431.765625 Penalty: 2372.214355
	Iteration 17Q: 3 clusters Score -170431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -170431.765625 Penalty: 2372.214355
	Iteration 18F: 3 clusters Score -170431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27105 members 
Mstep: Class 7 contains 28594 members 
Mstep: Class 8 contains 29969 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25375 members 
Mstep: Class 15 contains 28622 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 17 contains 33283 members 
Mstep: Class 18 contains 28045 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442112.000000 Penalty: 25983.595703
Iteration 279Q: 14 clusters Score -2.644211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27109 members 
Mstep: Class 7 contains 28589 members 
Mstep: Class 8 contains 29966 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25369 members 
Mstep: Class 15 contains 28623 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 33293 members 
Mstep: Class 18 contains 28042 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442092.000000 Penalty: 25983.595703
Iteration 280F: 14 clusters Score -2.644209e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27113 members 
Mstep: Class 7 contains 28589 members 
Mstep: Class 8 contains 29964 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25367 members 
Mstep: Class 15 contains 28625 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 33293 members 
Mstep: Class 18 contains 28036 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442074.000000 Penalty: 25983.595703
Iteration 281Q: 14 clusters Score -2.644207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27113 members 
Mstep: Class 7 contains 28585 members 
Mstep: Class 8 contains 29962 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25364 members 
Mstep: Class 15 contains 28628 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 33294 members 
Mstep: Class 18 contains 28041 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442060.000000 Penalty: 25983.595703
Iteration 282Q: 14 clusters Score -2.644206e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27113 members 
Mstep: Class 7 contains 28584 members 
Mstep: Class 8 contains 29963 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25354 members 
Mstep: Class 15 contains 28629 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 33300 members 
Mstep: Class 18 contains 28043 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442082.000000 Penalty: 25983.595703
Iteration 283Q: 14 clusters Score -2.644208e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27114 members 
Mstep: Class 7 contains 28581 members 
Mstep: Class 8 contains 29964 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25346 members 
Mstep: Class 15 contains 28630 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 33304 members 
Mstep: Class 18 contains 28045 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442080.000000 Penalty: 25983.595703
Iteration 284Q: 14 clusters Score -2.644208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27112 members 
Mstep: Class 7 contains 28579 members 
Mstep: Class 8 contains 29966 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25338 members 
Mstep: Class 15 contains 28628 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 33313 members 
Mstep: Class 18 contains 28048 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442080.000000 Penalty: 25983.595703
Iteration 285Q: 14 clusters Score -2.644208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27114 members 
Mstep: Class 7 contains 28576 members 
Mstep: Class 8 contains 29963 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25335 members 
Mstep: Class 15 contains 28628 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 33319 members 
Mstep: Class 18 contains 28050 members 
Mstep: Class 19 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442076.000000 Penalty: 25983.595703
Iteration 286Q: 14 clusters Score -2.644208e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27116 members 
Mstep: Class 7 contains 28576 members 
Mstep: Class 8 contains 29960 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25329 members 
Mstep: Class 15 contains 28630 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 33324 members 
Mstep: Class 18 contains 28052 members 
Mstep: Class 19 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442102.000000 Penalty: 25983.595703
Iteration 287Q: 14 clusters Score -2.64421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27116 members 
Mstep: Class 7 contains 28575 members 
Mstep: Class 8 contains 29960 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25325 members 
Mstep: Class 15 contains 28631 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 33328 members 
Mstep: Class 18 contains 28053 members 
Mstep: Class 19 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442072.000000 Penalty: 25983.595703
Iteration 288Q: 14 clusters Score -2.644207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27117 members 
Mstep: Class 7 contains 28576 members 
Mstep: Class 8 contains 29958 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25321 members 
Mstep: Class 15 contains 28631 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 33332 members 
Mstep: Class 18 contains 28053 members 
Mstep: Class 19 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442068.000000 Penalty: 25983.595703
Iteration 289Q: 14 clusters Score -2.644207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27116 members 
Mstep: Class 7 contains 28577 members 
Mstep: Class 8 contains 29961 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25315 members 
Mstep: Class 15 contains 28631 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 33335 members 
Mstep: Class 18 contains 28052 members 
Mstep: Class 19 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442072.000000 Penalty: 25983.595703
Iteration 290Q: 14 clusters Score -2.644207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27112 members 
Mstep: Class 7 contains 28578 members 
Mstep: Class 8 contains 29963 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25313 members 
Mstep: Class 15 contains 28630 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 33339 members 
Mstep: Class 18 contains 28050 members 
Mstep: Class 19 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442072.000000 Penalty: 25983.595703
Iteration 291Q: 14 clusters Score -2.644207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27114 members 
Mstep: Class 7 contains 28576 members 
Mstep: Class 8 contains 29963 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25311 members 
Mstep: Class 15 contains 28628 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 33345 members 
Mstep: Class 18 contains 28045 members 
Mstep: Class 19 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442076.000000 Penalty: 25983.595703
Iteration 292Q: 14 clusters Score -2.644208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27116 members 
Mstep: Class 7 contains 28573 members 
Mstep: Class 8 contains 29962 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25305 members 
Mstep: Class 15 contains 28629 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 33351 members 
Mstep: Class 18 contains 28043 members 
Mstep: Class 19 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442064.000000 Penalty: 25983.595703
Iteration 293Q: 14 clusters Score -2.644206e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27121 members 
Mstep: Class 7 contains 28569 members 
Mstep: Class 8 contains 29961 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25301 members 
Mstep: Class 15 contains 28628 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 33361 members 
Mstep: Class 18 contains 28033 members 
Mstep: Class 19 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442056.000000 Penalty: 25983.595703
Iteration 294Q: 14 clusters Score -2.644206e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27119 members 
Mstep: Class 7 contains 28565 members 
Mstep: Class 8 contains 29961 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25292 members 
Mstep: Class 15 contains 28627 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 33378 members 
Mstep: Class 18 contains 28027 members 
Mstep: Class 19 contains 1477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442054.000000 Penalty: 25983.595703
Iteration 295Q: 14 clusters Score -2.644205e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27117 members 
Mstep: Class 7 contains 28564 members 
Mstep: Class 8 contains 29965 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25284 members 
Mstep: Class 15 contains 28625 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 33387 members 
Mstep: Class 18 contains 28025 members 
Mstep: Class 19 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442032.000000 Penalty: 25983.595703
Iteration 296Q: 14 clusters Score -2.644203e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27116 members 
Mstep: Class 7 contains 28560 members 
Mstep: Class 8 contains 29966 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25278 members 
Mstep: Class 15 contains 28625 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 33393 members 
Mstep: Class 18 contains 28026 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442044.000000 Penalty: 25983.595703
Iteration 297Q: 14 clusters Score -2.644204e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27117 members 
Mstep: Class 7 contains 28559 members 
Mstep: Class 8 contains 29968 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25273 members 
Mstep: Class 15 contains 28625 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 33396 members 
Mstep: Class 18 contains 28026 members 
Mstep: Class 19 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442064.000000 Penalty: 25983.595703
Iteration 298Q: 14 clusters Score -2.644206e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27124 members 
Mstep: Class 7 contains 28555 members 
Mstep: Class 8 contains 29968 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25266 members 
Mstep: Class 15 contains 28624 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 33402 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442024.000000 Penalty: 25983.595703
Iteration 299Q: 14 clusters Score -2.644202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27127 members 
Mstep: Class 7 contains 28554 members 
Mstep: Class 8 contains 29969 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25260 members 
Mstep: Class 15 contains 28623 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 33406 members 
Mstep: Class 18 contains 28021 members 
Mstep: Class 19 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442048.000000 Penalty: 25983.595703
Iteration 300F: 14 clusters Score -2.644205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27128 members 
Mstep: Class 7 contains 28553 members 
Mstep: Class 8 contains 29969 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25256 members 
Mstep: Class 15 contains 28622 members 
Mstep: Class 16 contains 8709 members 
Mstep: Class 17 contains 33408 members 
Mstep: Class 18 contains 28022 members 
Mstep: Class 19 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442052.000000 Penalty: 25983.595703
Iteration 301Q: 14 clusters Score -2.644205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27128 members 
Mstep: Class 7 contains 28551 members 
Mstep: Class 8 contains 29968 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25256 members 
Mstep: Class 15 contains 28624 members 
Mstep: Class 16 contains 8713 members 
Mstep: Class 17 contains 33406 members 
Mstep: Class 18 contains 28020 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442066.000000 Penalty: 25983.595703
Iteration 302Q: 14 clusters Score -2.644207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27128 members 
Mstep: Class 7 contains 28550 members 
Mstep: Class 8 contains 29966 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25256 members 
Mstep: Class 15 contains 28625 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33406 members 
Mstep: Class 18 contains 28019 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442058.000000 Penalty: 25983.595703
Iteration 303Q: 14 clusters Score -2.644206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27126 members 
Mstep: Class 7 contains 28553 members 
Mstep: Class 8 contains 29964 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25255 members 
Mstep: Class 15 contains 28624 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 33409 members 
Mstep: Class 18 contains 28018 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442060.000000 Penalty: 25983.595703
Iteration 304Q: 14 clusters Score -2.644206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27129 members 
Mstep: Class 7 contains 28553 members 
Mstep: Class 8 contains 29963 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25254 members 
Mstep: Class 15 contains 28625 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33408 members 
Mstep: Class 18 contains 28018 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442022.000000 Penalty: 25983.595703
Iteration 305Q: 14 clusters Score -2.644202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27133 members 
Mstep: Class 7 contains 28553 members 
Mstep: Class 8 contains 29963 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25250 members 
Mstep: Class 15 contains 28628 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 33402 members 
Mstep: Class 18 contains 28020 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442036.000000 Penalty: 25983.595703
Iteration 306Q: 14 clusters Score -2.644204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27132 members 
Mstep: Class 7 contains 28551 members 
Mstep: Class 8 contains 29962 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25245 members 
Mstep: Class 15 contains 28629 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 33405 members 
Mstep: Class 18 contains 28025 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442028.000000 Penalty: 25983.595703
Iteration 307Q: 14 clusters Score -2.644203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 7 contains 28551 members 
Mstep: Class 8 contains 29964 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25242 members 
Mstep: Class 15 contains 28628 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33408 members 
Mstep: Class 18 contains 28026 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442032.000000 Penalty: 25983.595703
Iteration 308Q: 14 clusters Score -2.644203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 7 contains 28549 members 
Mstep: Class 8 contains 29963 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7666 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25241 members 
Mstep: Class 15 contains 28630 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33412 members 
Mstep: Class 18 contains 28024 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442030.000000 Penalty: 25983.595703
Iteration 309Q: 14 clusters Score -2.644203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 7 contains 28550 members 
Mstep: Class 8 contains 29962 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7666 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25241 members 
Mstep: Class 15 contains 28631 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33411 members 
Mstep: Class 18 contains 28024 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442052.000000 Penalty: 25983.595703
Iteration 310Q: 14 clusters Score -2.644205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27129 members 
Mstep: Class 7 contains 28551 members 
Mstep: Class 8 contains 29963 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25241 members 
Mstep: Class 15 contains 28632 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33410 members 
Mstep: Class 18 contains 28022 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442032.000000 Penalty: 25983.595703
Iteration 311Q: 14 clusters Score -2.644203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 7 contains 28550 members 
Mstep: Class 8 contains 29964 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25242 members 
Mstep: Class 15 contains 28634 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33406 members 
Mstep: Class 18 contains 28022 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442054.000000 Penalty: 25983.595703
Iteration 312Q: 14 clusters Score -2.644205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 7 contains 28551 members 
Mstep: Class 8 contains 29964 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25241 members 
Mstep: Class 15 contains 28635 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33405 members 
Mstep: Class 18 contains 28022 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442052.000000 Penalty: 25983.595703
Iteration 313Q: 14 clusters Score -2.644205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 7 contains 28551 members 
Mstep: Class 8 contains 29964 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25239 members 
Mstep: Class 15 contains 28635 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33406 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442058.000000 Penalty: 25983.595703
Iteration 314Q: 14 clusters Score -2.644206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 7 contains 28551 members 
Mstep: Class 8 contains 29964 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25238 members 
Mstep: Class 15 contains 28635 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33406 members 
Mstep: Class 18 contains 28024 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442060.000000 Penalty: 25983.595703
Iteration 315Q: 14 clusters Score -2.644206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 7 contains 28552 members 
Mstep: Class 8 contains 29968 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25236 members 
Mstep: Class 15 contains 28635 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33404 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442042.000000 Penalty: 25983.595703
Iteration 316Q: 14 clusters Score -2.644204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27129 members 
Mstep: Class 7 contains 28554 members 
Mstep: Class 8 contains 29972 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25235 members 
Mstep: Class 15 contains 28635 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33399 members 
Mstep: Class 18 contains 28024 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442038.000000 Penalty: 25983.595703
Iteration 317Q: 14 clusters Score -2.644204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27129 members 
Mstep: Class 7 contains 28556 members 
Mstep: Class 8 contains 29972 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25233 members 
Mstep: Class 15 contains 28635 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33399 members 
Mstep: Class 18 contains 28024 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442032.000000 Penalty: 25983.595703
Iteration 318Q: 14 clusters Score -2.644203e+07 nChanged 8
Entering ConstructFrom: 
Score: -26442032.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 1 (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: -39303.781250 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39303.78 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: -38418.359375 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38418.36 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38611.820312 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -38611.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38713.359375 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -38713.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38754.839844 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -38754.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38785.953125 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -38785.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38791.910156 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -38791.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38801.363281 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -38801.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38808.484375 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -38808.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38822.074219 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -38822.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38824.609375 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -38824.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38828.105469 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -38828.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38832.710938 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -38832.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38832.710938 Penalty: 1936.488037
	Iteration 12F: 3 clusters Score -38832.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Entering Unmasked Estep 
Score: -3394240.750000 Penalty: 1658.858276
	Iteration 0F: 2 clusters Score -3394241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3377128.500000 Penalty: 3317.716553
	Iteration 0F: 3 clusters Score -3377128 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3383931.250000 Penalty: 3317.716553
	Iteration 1F: 3 clusters Score -3383931 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3384354.000000 Penalty: 3317.716553
	Iteration 2Q: 3 clusters Score -3384354 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3384751.750000 Penalty: 3317.716553
	Iteration 3Q: 3 clusters Score -3384752 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3385191.000000 Penalty: 3317.716553
	Iteration 4Q: 3 clusters Score -3385191 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3385749.000000 Penalty: 3317.716553
	Iteration 5Q: 3 clusters Score -3385749 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3386549.250000 Penalty: 3317.716553
	Iteration 6F: 3 clusters Score -3386549 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3387675.000000 Penalty: 3317.716553
	Iteration 7F: 3 clusters Score -3387675 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3389246.750000 Penalty: 3317.716553
	Iteration 8F: 3 clusters Score -3389247 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3390502.750000 Penalty: 3317.716553
	Iteration 9F: 3 clusters Score -3390503 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3391421.750000 Penalty: 3317.716553
	Iteration 10Q: 3 clusters Score -3391422 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3391972.750000 Penalty: 3317.716553
	Iteration 11Q: 3 clusters Score -3391973 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3392291.750000 Penalty: 3317.716553
	Iteration 12Q: 3 clusters Score -3392292 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3392482.000000 Penalty: 3317.716553
	Iteration 13Q: 3 clusters Score -3392482 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3392638.500000 Penalty: 3317.716553
	Iteration 14Q: 3 clusters Score -3392638 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3392715.250000 Penalty: 3317.716553
	Iteration 15Q: 3 clusters Score -3392715 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3392743.500000 Penalty: 3317.716553
	Iteration 16Q: 3 clusters Score -3392744 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3392803.250000 Penalty: 3317.716553
	Iteration 17Q: 3 clusters Score -3392803 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3392834.000000 Penalty: 3317.716553
	Iteration 18Q: 3 clusters Score -3392834 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3392849.750000 Penalty: 3317.716553
	Iteration 19Q: 3 clusters Score -3392850 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3392876.500000 Penalty: 3317.716553
	Iteration 20F: 3 clusters Score -3392876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3392891.000000 Penalty: 3317.716553
	Iteration 21Q: 3 clusters Score -3392891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3392907.250000 Penalty: 3317.716553
	Iteration 22Q: 3 clusters Score -3392907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3392907.750000 Penalty: 3317.716553
	Iteration 23Q: 3 clusters Score -3392908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3392920.750000 Penalty: 3317.716553
	Iteration 24Q: 3 clusters Score -3392921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3392933.250000 Penalty: 3317.716553
	Iteration 25Q: 3 clusters Score -3392933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3392944.500000 Penalty: 3317.716553
	Iteration 26Q: 3 clusters Score -3392944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3392942.500000 Penalty: 3317.716553
	Iteration 27Q: 3 clusters Score -3392942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3392944.000000 Penalty: 3317.716553
	Iteration 28Q: 3 clusters Score -3392944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3392953.750000 Penalty: 3317.716553
	Iteration 29Q: 3 clusters Score -3392954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3392956.250000 Penalty: 3317.716553
	Iteration 30Q: 3 clusters Score -3392956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3392959.250000 Penalty: 3317.716553
	Iteration 31Q: 3 clusters Score -3392959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3392961.250000 Penalty: 3317.716553
	Iteration 32Q: 3 clusters Score -3392961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3392964.000000 Penalty: 3317.716553
	Iteration 33Q: 3 clusters Score -3392964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3392969.750000 Penalty: 3317.716553
	Iteration 34Q: 3 clusters Score -3392970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3392961.500000 Penalty: 3317.716553
	Iteration 35Q: 3 clusters Score -3392962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3392958.500000 Penalty: 3317.716553
	Iteration 36Q: 3 clusters Score -3392958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3392962.250000 Penalty: 3317.716553
	Iteration 37Q: 3 clusters Score -3392962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3392965.750000 Penalty: 3317.716553
	Iteration 38Q: 3 clusters Score -3392966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3392968.000000 Penalty: 3317.716553
	Iteration 39Q: 3 clusters Score -3392968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3392965.750000 Penalty: 3317.716553
	Iteration 40F: 3 clusters Score -3392966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3392969.250000 Penalty: 3317.716553
	Iteration 41Q: 3 clusters Score -3392969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3392967.000000 Penalty: 3317.716553
	Iteration 42Q: 3 clusters Score -3392967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3392968.500000 Penalty: 3317.716553
	Iteration 43Q: 3 clusters Score -3392968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3392968.750000 Penalty: 3317.716553
	Iteration 44Q: 3 clusters Score -3392969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3392971.750000 Penalty: 3317.716553
	Iteration 45Q: 3 clusters Score -3392972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3392973.750000 Penalty: 3317.716553
	Iteration 46Q: 3 clusters Score -3392974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3392973.750000 Penalty: 3317.716553
	Iteration 47F: 3 clusters Score -3392974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Entering Unmasked Estep 
Score: -3570136.750000 Penalty: 1667.199951
	Iteration 0F: 2 clusters Score -3570137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3552526.000000 Penalty: 3334.399902
	Iteration 0F: 3 clusters Score -3552526 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3559665.250000 Penalty: 3334.399902
	Iteration 1F: 3 clusters Score -3559665 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3560019.750000 Penalty: 3334.399902
	Iteration 2Q: 3 clusters Score -3560020 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3560465.750000 Penalty: 3334.399902
	Iteration 3Q: 3 clusters Score -3560466 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3561023.500000 Penalty: 3334.399902
	Iteration 4F: 3 clusters Score -3561024 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3561825.750000 Penalty: 3334.399902
	Iteration 5F: 3 clusters Score -3561826 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3563117.750000 Penalty: 3334.399902
	Iteration 6F: 3 clusters Score -3563118 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3564887.500000 Penalty: 3334.399902
	Iteration 7F: 3 clusters Score -3564888 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3566638.750000 Penalty: 3334.399902
	Iteration 8F: 3 clusters Score -3566639 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3567842.000000 Penalty: 3334.399902
	Iteration 9F: 3 clusters Score -3567842 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3568475.250000 Penalty: 3334.399902
	Iteration 10Q: 3 clusters Score -3568475 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3568644.500000 Penalty: 3334.399902
	Iteration 11Q: 3 clusters Score -3568644 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3568682.500000 Penalty: 3334.399902
	Iteration 12Q: 3 clusters Score -3568682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3568722.500000 Penalty: 3334.399902
	Iteration 13Q: 3 clusters Score -3568722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3568748.500000 Penalty: 3334.399902
	Iteration 14Q: 3 clusters Score -3568748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3568752.500000 Penalty: 3334.399902
	Iteration 15Q: 3 clusters Score -3568752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3568759.250000 Penalty: 3334.399902
	Iteration 16Q: 3 clusters Score -3568759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3568766.500000 Penalty: 3334.399902
	Iteration 17Q: 3 clusters Score -3568766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3568764.750000 Penalty: 3334.399902
	Iteration 18Q: 3 clusters Score -3568765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3568764.750000 Penalty: 3334.399902
	Iteration 19F: 3 clusters Score -3568765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Entering Unmasked Estep 
Score: -3643235.750000 Penalty: 1675.058472
	Iteration 0F: 2 clusters Score -3643236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3623693.000000 Penalty: 3350.116943
	Iteration 0F: 3 clusters Score -3623693 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3631305.250000 Penalty: 3350.116943
	Iteration 1F: 3 clusters Score -3631305 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3631736.500000 Penalty: 3350.116943
	Iteration 2Q: 3 clusters Score -3631736 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3632168.250000 Penalty: 3350.116943
	Iteration 3Q: 3 clusters Score -3632168 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3632684.000000 Penalty: 3350.116943
	Iteration 4Q: 3 clusters Score -3632684 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3633345.750000 Penalty: 3350.116943
	Iteration 5Q: 3 clusters Score -3633346 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3634367.000000 Penalty: 3350.116943
	Iteration 6F: 3 clusters Score -3634367 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3635910.250000 Penalty: 3350.116943
	Iteration 7F: 3 clusters Score -3635910 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3637761.750000 Penalty: 3350.116943
	Iteration 8F: 3 clusters Score -3637762 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3639374.000000 Penalty: 3350.116943
	Iteration 9F: 3 clusters Score -3639374 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3640335.000000 Penalty: 3350.116943
	Iteration 10Q: 3 clusters Score -3640335 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3640906.750000 Penalty: 3350.116943
	Iteration 11Q: 3 clusters Score -3640907 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3641256.250000 Penalty: 3350.116943
	Iteration 12Q: 3 clusters Score -3641256 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3641459.250000 Penalty: 3350.116943
	Iteration 13Q: 3 clusters Score -3641459 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -3641557.750000 Penalty: 3350.116943
	Iteration 14Q: 3 clusters Score -3641558 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3641643.750000 Penalty: 3350.116943
	Iteration 15Q: 3 clusters Score -3641644 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3641682.250000 Penalty: 3350.116943
	Iteration 16Q: 3 clusters Score -3641682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3641701.750000 Penalty: 3350.116943
	Iteration 17Q: 3 clusters Score -3641702 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3641727.500000 Penalty: 3350.116943
	Iteration 18Q: 3 clusters Score -3641728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3641738.000000 Penalty: 3350.116943
	Iteration 19Q: 3 clusters Score -3641738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3641770.500000 Penalty: 3350.116943
	Iteration 20F: 3 clusters Score -3641770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3641786.500000 Penalty: 3350.116943
	Iteration 21Q: 3 clusters Score -3641786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3641804.750000 Penalty: 3350.116943
	Iteration 22Q: 3 clusters Score -3641805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3641821.250000 Penalty: 3350.116943
	Iteration 23Q: 3 clusters Score -3641821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3641832.750000 Penalty: 3350.116943
	Iteration 24Q: 3 clusters Score -3641833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -3641855.000000 Penalty: 3350.116943
	Iteration 25Q: 3 clusters Score -3641855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -3641862.250000 Penalty: 3350.116943
	Iteration 26Q: 3 clusters Score -3641862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3641868.000000 Penalty: 3350.116943
	Iteration 27Q: 3 clusters Score -3641868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3641876.000000 Penalty: 3350.116943
	Iteration 28Q: 3 clusters Score -3641876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3641884.750000 Penalty: 3350.116943
	Iteration 29Q: 3 clusters Score -3641885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3641881.500000 Penalty: 3350.116943
	Iteration 30Q: 3 clusters Score -3641882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3641882.500000 Penalty: 3350.116943
	Iteration 31Q: 3 clusters Score -3641882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3641885.000000 Penalty: 3350.116943
	Iteration 32Q: 3 clusters Score -3641885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3641886.500000 Penalty: 3350.116943
	Iteration 33Q: 3 clusters Score -3641886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3641886.500000 Penalty: 3350.116943
	Iteration 34F: 3 clusters Score -3641886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -15133.446289 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -15133.45 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 80 members 
Entering Unmasked Estep 
Score: -14513.247070 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -14513.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14558.095703 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -14558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14563.196289 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -14563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14567.029297 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -14567.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14570.878906 Penalty: 1612.924561
	Iteration 4Q: 3 clusters Score -14570.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14570.878906 Penalty: 1612.924561
	Iteration 5F: 3 clusters Score -14570.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Entering Unmasked Estep 
Score: -936017.937500 Penalty: 1453.510498
	Iteration 0F: 2 clusters Score -936017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -930352.750000 Penalty: 2907.020996
	Iteration 0F: 3 clusters Score -930352.8 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -932022.500000 Penalty: 2907.020996
	Iteration 1F: 3 clusters Score -932022.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -932201.375000 Penalty: 2907.020996
	Iteration 2F: 3 clusters Score -932201.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -932341.375000 Penalty: 2907.020996
	Iteration 3Q: 3 clusters Score -932341.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -932454.562500 Penalty: 2907.020996
	Iteration 4Q: 3 clusters Score -932454.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -932574.562500 Penalty: 2907.020996
	Iteration 5Q: 3 clusters Score -932574.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -932708.187500 Penalty: 2907.020996
	Iteration 6Q: 3 clusters Score -932708.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -932861.125000 Penalty: 2907.020996
	Iteration 7Q: 3 clusters Score -932861.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -933060.812500 Penalty: 2907.020996
	Iteration 8Q: 3 clusters Score -933060.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -933322.812500 Penalty: 2907.020996
	Iteration 9Q: 3 clusters Score -933322.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -933586.625000 Penalty: 2907.020996
	Iteration 10Q: 3 clusters Score -933586.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -933857.625000 Penalty: 2907.020996
	Iteration 11Q: 3 clusters Score -933857.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -934093.750000 Penalty: 2907.020996
	Iteration 12Q: 3 clusters Score -934093.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -934292.187500 Penalty: 2907.020996
	Iteration 13Q: 3 clusters Score -934292.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -934434.875000 Penalty: 2907.020996
	Iteration 14Q: 3 clusters Score -934434.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -934559.687500 Penalty: 2907.020996
	Iteration 15Q: 3 clusters Score -934559.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -934633.125000 Penalty: 2907.020996
	Iteration 16Q: 3 clusters Score -934633.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -934677.562500 Penalty: 2907.020996
	Iteration 17Q: 3 clusters Score -934677.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -934697.625000 Penalty: 2907.020996
	Iteration 18Q: 3 clusters Score -934697.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -934714.375000 Penalty: 2907.020996
	Iteration 19Q: 3 clusters Score -934714.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -934729.562500 Penalty: 2907.020996
	Iteration 20F: 3 clusters Score -934729.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -934737.250000 Penalty: 2907.020996
	Iteration 21Q: 3 clusters Score -934737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -934740.187500 Penalty: 2907.020996
	Iteration 22Q: 3 clusters Score -934740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -934740.375000 Penalty: 2907.020996
	Iteration 23Q: 3 clusters Score -934740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -934742.625000 Penalty: 2907.020996
	Iteration 24Q: 3 clusters Score -934742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -934743.312500 Penalty: 2907.020996
	Iteration 25Q: 3 clusters Score -934743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -934743.312500 Penalty: 2907.020996
	Iteration 26F: 3 clusters Score -934743.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -54428.710938 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -54428.71 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 173 members 
Entering Unmasked Estep 
Score: -53501.656250 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -53501.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53602.214844 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -53602.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53636.496094 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -53636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53646.160156 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -53646.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53658.320312 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -53658.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53661.441406 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -53661.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53661.441406 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -53661.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Entering Unmasked Estep 
Score: -3078260.500000 Penalty: 1647.052856
	Iteration 0F: 2 clusters Score -3078260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3061271.500000 Penalty: 3294.105713
	Iteration 0F: 3 clusters Score -3061272 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3067547.000000 Penalty: 3294.105713
	Iteration 1F: 3 clusters Score -3067547 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3067922.250000 Penalty: 3294.105713
	Iteration 2Q: 3 clusters Score -3067922 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3068278.000000 Penalty: 3294.105713
	Iteration 3Q: 3 clusters Score -3068278 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3068644.750000 Penalty: 3294.105713
	Iteration 4Q: 3 clusters Score -3068645 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3069064.750000 Penalty: 3294.105713
	Iteration 5Q: 3 clusters Score -3069065 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -3069622.250000 Penalty: 3294.105713
	Iteration 6Q: 3 clusters Score -3069622 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3070346.500000 Penalty: 3294.105713
	Iteration 7Q: 3 clusters Score -3070346 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3071218.500000 Penalty: 3294.105713
	Iteration 8F: 3 clusters Score -3071218 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3072170.000000 Penalty: 3294.105713
	Iteration 9F: 3 clusters Score -3072170 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3073066.250000 Penalty: 3294.105713
	Iteration 10Q: 3 clusters Score -3073066 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3073713.000000 Penalty: 3294.105713
	Iteration 11Q: 3 clusters Score -3073713 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3074159.500000 Penalty: 3294.105713
	Iteration 12Q: 3 clusters Score -3074160 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3074410.500000 Penalty: 3294.105713
	Iteration 13Q: 3 clusters Score -3074410 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3074638.000000 Penalty: 3294.105713
	Iteration 14Q: 3 clusters Score -3074638 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3074868.000000 Penalty: 3294.105713
	Iteration 15Q: 3 clusters Score -3074868 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3075107.250000 Penalty: 3294.105713
	Iteration 16Q: 3 clusters Score -3075107 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3075363.750000 Penalty: 3294.105713
	Iteration 17Q: 3 clusters Score -3075364 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3075617.750000 Penalty: 3294.105713
	Iteration 18Q: 3 clusters Score -3075618 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3075855.500000 Penalty: 3294.105713
	Iteration 19Q: 3 clusters Score -3075856 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3076083.500000 Penalty: 3294.105713
	Iteration 20F: 3 clusters Score -3076084 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3076262.000000 Penalty: 3294.105713
	Iteration 21Q: 3 clusters Score -3076262 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3076433.500000 Penalty: 3294.105713
	Iteration 22Q: 3 clusters Score -3076434 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3076581.000000 Penalty: 3294.105713
	Iteration 23Q: 3 clusters Score -3076581 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3076664.250000 Penalty: 3294.105713
	Iteration 24Q: 3 clusters Score -3076664 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3076740.250000 Penalty: 3294.105713
	Iteration 25Q: 3 clusters Score -3076740 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3076792.250000 Penalty: 3294.105713
	Iteration 26Q: 3 clusters Score -3076792 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3076824.750000 Penalty: 3294.105713
	Iteration 27Q: 3 clusters Score -3076825 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3076842.500000 Penalty: 3294.105713
	Iteration 28Q: 3 clusters Score -3076842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3076854.500000 Penalty: 3294.105713
	Iteration 29Q: 3 clusters Score -3076854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3076874.000000 Penalty: 3294.105713
	Iteration 30Q: 3 clusters Score -3076874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3076878.250000 Penalty: 3294.105713
	Iteration 31Q: 3 clusters Score -3076878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3076883.000000 Penalty: 3294.105713
	Iteration 32Q: 3 clusters Score -3076883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3076895.000000 Penalty: 3294.105713
	Iteration 33Q: 3 clusters Score -3076895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3076897.000000 Penalty: 3294.105713
	Iteration 34Q: 3 clusters Score -3076897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3076893.000000 Penalty: 3294.105713
	Iteration 35Q: 3 clusters Score -3076893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3076894.500000 Penalty: 3294.105713
	Iteration 36Q: 3 clusters Score -3076894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3076904.000000 Penalty: 3294.105713
	Iteration 37Q: 3 clusters Score -3076904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3076909.250000 Penalty: 3294.105713
	Iteration 38Q: 3 clusters Score -3076909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3076912.500000 Penalty: 3294.105713
	Iteration 39Q: 3 clusters Score -3076912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3076913.500000 Penalty: 3294.105713
	Iteration 40F: 3 clusters Score -3076914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3076914.000000 Penalty: 3294.105713
	Iteration 41Q: 3 clusters Score -3076914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3076911.250000 Penalty: 3294.105713
	Iteration 42Q: 3 clusters Score -3076911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3076912.250000 Penalty: 3294.105713
	Iteration 43Q: 3 clusters Score -3076912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3076914.250000 Penalty: 3294.105713
	Iteration 44Q: 3 clusters Score -3076914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3076919.000000 Penalty: 3294.105713
	Iteration 45Q: 3 clusters Score -3076919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3076923.750000 Penalty: 3294.105713
	Iteration 46Q: 3 clusters Score -3076924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3076924.250000 Penalty: 3294.105713
	Iteration 47Q: 3 clusters Score -3076924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3076926.250000 Penalty: 3294.105713
	Iteration 48Q: 3 clusters Score -3076926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3076924.500000 Penalty: 3294.105713
	Iteration 49Q: 3 clusters Score -3076924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3076932.750000 Penalty: 3294.105713
	Iteration 50Q: 3 clusters Score -3076933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3076931.750000 Penalty: 3294.105713
	Iteration 51Q: 3 clusters Score -3076932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3076933.000000 Penalty: 3294.105713
	Iteration 52Q: 3 clusters Score -3076933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3076931.000000 Penalty: 3294.105713
	Iteration 53Q: 3 clusters Score -3076931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3076933.750000 Penalty: 3294.105713
	Iteration 54Q: 3 clusters Score -3076934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3076933.000000 Penalty: 3294.105713
	Iteration 55Q: 3 clusters Score -3076933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3076932.500000 Penalty: 3294.105713
	Iteration 56Q: 3 clusters Score -3076932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3076929.750000 Penalty: 3294.105713
	Iteration 57Q: 3 clusters Score -3076930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3076932.500000 Penalty: 3294.105713
	Iteration 58Q: 3 clusters Score -3076932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3076936.250000 Penalty: 3294.105713
	Iteration 59Q: 3 clusters Score -3076936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3076931.000000 Penalty: 3294.105713
	Iteration 60F: 3 clusters Score -3076931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3076934.000000 Penalty: 3294.105713
	Iteration 61Q: 3 clusters Score -3076934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3076934.000000 Penalty: 3294.105713
	Iteration 62F: 3 clusters Score -3076934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Entering Unmasked Estep 
Score: -3522238.000000 Penalty: 1667.637573
	Iteration 0F: 2 clusters Score -3522238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3504036.250000 Penalty: 3335.275146
	Iteration 0F: 3 clusters Score -3504036 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3511395.000000 Penalty: 3335.275146
	Iteration 1F: 3 clusters Score -3511395 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3511785.500000 Penalty: 3335.275146
	Iteration 2Q: 3 clusters Score -3511786 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3512143.000000 Penalty: 3335.275146
	Iteration 3Q: 3 clusters Score -3512143 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3512518.000000 Penalty: 3335.275146
	Iteration 4Q: 3 clusters Score -3512518 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3512979.000000 Penalty: 3335.275146
	Iteration 5Q: 3 clusters Score -3512979 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3513541.000000 Penalty: 3335.275146
	Iteration 6Q: 3 clusters Score -3513541 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3514282.750000 Penalty: 3335.275146
	Iteration 7Q: 3 clusters Score -3514283 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3515263.500000 Penalty: 3335.275146
	Iteration 8F: 3 clusters Score -3515264 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3516512.500000 Penalty: 3335.275146
	Iteration 9F: 3 clusters Score -3516512 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3517685.750000 Penalty: 3335.275146
	Iteration 10F: 3 clusters Score -3517686 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3518689.750000 Penalty: 3335.275146
	Iteration 11Q: 3 clusters Score -3518690 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3519444.000000 Penalty: 3335.275146
	Iteration 12Q: 3 clusters Score -3519444 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3519958.000000 Penalty: 3335.275146
	Iteration 13Q: 3 clusters Score -3519958 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3520273.000000 Penalty: 3335.275146
	Iteration 14Q: 3 clusters Score -3520273 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3520481.750000 Penalty: 3335.275146
	Iteration 15Q: 3 clusters Score -3520482 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3520624.250000 Penalty: 3335.275146
	Iteration 16Q: 3 clusters Score -3520624 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3520718.500000 Penalty: 3335.275146
	Iteration 17Q: 3 clusters Score -3520718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3520789.500000 Penalty: 3335.275146
	Iteration 18Q: 3 clusters Score -3520790 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3520838.750000 Penalty: 3335.275146
	Iteration 19Q: 3 clusters Score -3520839 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3520874.000000 Penalty: 3335.275146
	Iteration 20F: 3 clusters Score -3520874 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3520890.500000 Penalty: 3335.275146
	Iteration 21Q: 3 clusters Score -3520890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -3520912.000000 Penalty: 3335.275146
	Iteration 22Q: 3 clusters Score -3520912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -3520934.750000 Penalty: 3335.275146
	Iteration 23Q: 3 clusters Score -3520935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3520943.000000 Penalty: 3335.275146
	Iteration 24Q: 3 clusters Score -3520943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3520950.000000 Penalty: 3335.275146
	Iteration 25Q: 3 clusters Score -3520950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3520951.000000 Penalty: 3335.275146
	Iteration 26Q: 3 clusters Score -3520951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3520959.750000 Penalty: 3335.275146
	Iteration 27Q: 3 clusters Score -3520960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3520966.750000 Penalty: 3335.275146
	Iteration 28Q: 3 clusters Score -3520967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3520965.500000 Penalty: 3335.275146
	Iteration 29Q: 3 clusters Score -3520966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3520964.250000 Penalty: 3335.275146
	Iteration 30Q: 3 clusters Score -3520964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3520968.750000 Penalty: 3335.275146
	Iteration 31Q: 3 clusters Score -3520969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3520964.500000 Penalty: 3335.275146
	Iteration 32Q: 3 clusters Score -3520964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3520968.000000 Penalty: 3335.275146
	Iteration 33Q: 3 clusters Score -3520968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3520966.500000 Penalty: 3335.275146
	Iteration 34Q: 3 clusters Score -3520966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3520969.750000 Penalty: 3335.275146
	Iteration 35Q: 3 clusters Score -3520970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3520973.000000 Penalty: 3335.275146
	Iteration 36Q: 3 clusters Score -3520973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3520978.250000 Penalty: 3335.275146
	Iteration 37Q: 3 clusters Score -3520978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3520981.500000 Penalty: 3335.275146
	Iteration 38Q: 3 clusters Score -3520982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3520981.500000 Penalty: 3335.275146
	Iteration 39Q: 3 clusters Score -3520982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3520981.750000 Penalty: 3335.275146
	Iteration 40F: 3 clusters Score -3520982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3520978.750000 Penalty: 3335.275146
	Iteration 41Q: 3 clusters Score -3520979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3520978.750000 Penalty: 3335.275146
	Iteration 42Q: 3 clusters Score -3520979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3520987.000000 Penalty: 3335.275146
	Iteration 43Q: 3 clusters Score -3520987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3520994.250000 Penalty: 3335.275146
	Iteration 44Q: 3 clusters Score -3520994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3520992.000000 Penalty: 3335.275146
	Iteration 45Q: 3 clusters Score -3520992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -3520993.000000 Penalty: 3335.275146
	Iteration 46Q: 3 clusters Score -3520993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3520989.750000 Penalty: 3335.275146
	Iteration 47Q: 3 clusters Score -3520990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3520988.500000 Penalty: 3335.275146
	Iteration 48Q: 3 clusters Score -3520988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3520992.750000 Penalty: 3335.275146
	Iteration 49Q: 3 clusters Score -3520993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -3520993.500000 Penalty: 3335.275146
	Iteration 50Q: 3 clusters Score -3520994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -3520993.500000 Penalty: 3335.275146
	Iteration 51F: 3 clusters Score -3520994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Entering Unmasked Estep 
Score: -1014818.312500 Penalty: 1474.330078
	Iteration 0F: 2 clusters Score -1014818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1008576.750000 Penalty: 2948.660156
	Iteration 0F: 3 clusters Score -1008577 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1010421.937500 Penalty: 2948.660156
	Iteration 1F: 3 clusters Score -1010422 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1010633.437500 Penalty: 2948.660156
	Iteration 2F: 3 clusters Score -1010633 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1010802.125000 Penalty: 2948.660156
	Iteration 3Q: 3 clusters Score -1010802 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1010940.312500 Penalty: 2948.660156
	Iteration 4Q: 3 clusters Score -1010940 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1011078.875000 Penalty: 2948.660156
	Iteration 5Q: 3 clusters Score -1011079 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1011232.062500 Penalty: 2948.660156
	Iteration 6Q: 3 clusters Score -1011232 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1011415.375000 Penalty: 2948.660156
	Iteration 7Q: 3 clusters Score -1011415 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1011655.687500 Penalty: 2948.660156
	Iteration 8Q: 3 clusters Score -1011656 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1011965.875000 Penalty: 2948.660156
	Iteration 9Q: 3 clusters Score -1011966 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1012288.062500 Penalty: 2948.660156
	Iteration 10Q: 3 clusters Score -1012288 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1012653.937500 Penalty: 2948.660156
	Iteration 11Q: 3 clusters Score -1012654 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1012992.875000 Penalty: 2948.660156
	Iteration 12Q: 3 clusters Score -1012993 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1013230.562500 Penalty: 2948.660156
	Iteration 13Q: 3 clusters Score -1013231 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1013434.500000 Penalty: 2948.660156
	Iteration 14Q: 3 clusters Score -1013434 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1013572.000000 Penalty: 2948.660156
	Iteration 15Q: 3 clusters Score -1013572 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1013671.312500 Penalty: 2948.660156
	Iteration 16Q: 3 clusters Score -1013671 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1013759.312500 Penalty: 2948.660156
	Iteration 17Q: 3 clusters Score -1013759 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1013825.437500 Penalty: 2948.660156
	Iteration 18Q: 3 clusters Score -1013825 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1013878.500000 Penalty: 2948.660156
	Iteration 19Q: 3 clusters Score -1013878 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1013920.812500 Penalty: 2948.660156
	Iteration 20F: 3 clusters Score -1013921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1013948.687500 Penalty: 2948.660156
	Iteration 21Q: 3 clusters Score -1013949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1013982.125000 Penalty: 2948.660156
	Iteration 22Q: 3 clusters Score -1013982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1014035.125000 Penalty: 2948.660156
	Iteration 23Q: 3 clusters Score -1014035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1014093.312500 Penalty: 2948.660156
	Iteration 24Q: 3 clusters Score -1014093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1014164.312500 Penalty: 2948.660156
	Iteration 25Q: 3 clusters Score -1014164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1014202.437500 Penalty: 2948.660156
	Iteration 26Q: 3 clusters Score -1014202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1014216.062500 Penalty: 2948.660156
	Iteration 27Q: 3 clusters Score -1014216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1014224.937500 Penalty: 2948.660156
	Iteration 28Q: 3 clusters Score -1014225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1014230.687500 Penalty: 2948.660156
	Iteration 29Q: 3 clusters Score -1014231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1014242.187500 Penalty: 2948.660156
	Iteration 30Q: 3 clusters Score -1014242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1014249.375000 Penalty: 2948.660156
	Iteration 31Q: 3 clusters Score -1014249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1014254.500000 Penalty: 2948.660156
	Iteration 32Q: 3 clusters Score -1014254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1014257.500000 Penalty: 2948.660156
	Iteration 33Q: 3 clusters Score -1014258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1014257.437500 Penalty: 2948.660156
	Iteration 34Q: 3 clusters Score -1014257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1014258.000000 Penalty: 2948.660156
	Iteration 35Q: 3 clusters Score -1014258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1014259.875000 Penalty: 2948.660156
	Iteration 36Q: 3 clusters Score -1014260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1014259.875000 Penalty: 2948.660156
	Iteration 37F: 3 clusters Score -1014260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Entering Unmasked Estep 
Score: -4082659.500000 Penalty: 1692.655396
	Iteration 0F: 2 clusters Score -4082660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4061228.500000 Penalty: 3385.310791
	Iteration 0F: 3 clusters Score -4061228 nChanged 15485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4069740.000000 Penalty: 3385.310791
	Iteration 1F: 3 clusters Score -4069740 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -4070310.000000 Penalty: 3385.310791
	Iteration 2Q: 3 clusters Score -4070310 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4070866.500000 Penalty: 3385.310791
	Iteration 3Q: 3 clusters Score -4070866 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -4071529.250000 Penalty: 3385.310791
	Iteration 4Q: 3 clusters Score -4071529 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -4072284.000000 Penalty: 3385.310791
	Iteration 5F: 3 clusters Score -4072284 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -4073020.250000 Penalty: 3385.310791
	Iteration 6F: 3 clusters Score -4073020 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -4073724.250000 Penalty: 3385.310791
	Iteration 7Q: 3 clusters Score -4073724 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4074401.250000 Penalty: 3385.310791
	Iteration 8Q: 3 clusters Score -4074401 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -4075072.750000 Penalty: 3385.310791
	Iteration 9Q: 3 clusters Score -4075073 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -4075753.250000 Penalty: 3385.310791
	Iteration 10Q: 3 clusters Score -4075753 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -4076408.750000 Penalty: 3385.310791
	Iteration 11Q: 3 clusters Score -4076409 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -4076968.250000 Penalty: 3385.310791
	Iteration 12Q: 3 clusters Score -4076968 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -4077426.500000 Penalty: 3385.310791
	Iteration 13Q: 3 clusters Score -4077426 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -4077756.000000 Penalty: 3385.310791
	Iteration 14Q: 3 clusters Score -4077756 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -4078006.000000 Penalty: 3385.310791
	Iteration 15Q: 3 clusters Score -4078006 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -4078216.000000 Penalty: 3385.310791
	Iteration 16Q: 3 clusters Score -4078216 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -4078431.500000 Penalty: 3385.310791
	Iteration 17Q: 3 clusters Score -4078432 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -4078714.000000 Penalty: 3385.310791
	Iteration 18Q: 3 clusters Score -4078714 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -4078984.000000 Penalty: 3385.310791
	Iteration 19Q: 3 clusters Score -4078984 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4079321.000000 Penalty: 3385.310791
	Iteration 20F: 3 clusters Score -4079321 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4079654.250000 Penalty: 3385.310791
	Iteration 21Q: 3 clusters Score -4079654 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4079984.500000 Penalty: 3385.310791
	Iteration 22Q: 3 clusters Score -4079984 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4080329.250000 Penalty: 3385.310791
	Iteration 23Q: 3 clusters Score -4080329 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4080606.750000 Penalty: 3385.310791
	Iteration 24Q: 3 clusters Score -4080607 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4080815.000000 Penalty: 3385.310791
	Iteration 25Q: 3 clusters Score -4080815 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4080963.000000 Penalty: 3385.310791
	Iteration 26Q: 3 clusters Score -4080963 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4081075.250000 Penalty: 3385.310791
	Iteration 27Q: 3 clusters Score -4081075 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4081121.500000 Penalty: 3385.310791
	Iteration 28Q: 3 clusters Score -4081122 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4081159.000000 Penalty: 3385.310791
	Iteration 29Q: 3 clusters Score -4081159 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4081193.750000 Penalty: 3385.310791
	Iteration 30Q: 3 clusters Score -4081194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4081237.000000 Penalty: 3385.310791
	Iteration 31Q: 3 clusters Score -4081237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4081253.250000 Penalty: 3385.310791
	Iteration 32Q: 3 clusters Score -4081253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4081265.750000 Penalty: 3385.310791
	Iteration 33Q: 3 clusters Score -4081266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4081278.750000 Penalty: 3385.310791
	Iteration 34Q: 3 clusters Score -4081279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4081285.750000 Penalty: 3385.310791
	Iteration 35Q: 3 clusters Score -4081286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4081295.000000 Penalty: 3385.310791
	Iteration 36Q: 3 clusters Score -4081295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4081290.500000 Penalty: 3385.310791
	Iteration 37Q: 3 clusters Score -4081290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4081293.750000 Penalty: 3385.310791
	Iteration 38Q: 3 clusters Score -4081294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4081292.000000 Penalty: 3385.310791
	Iteration 39Q: 3 clusters Score -4081292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4081293.750000 Penalty: 3385.310791
	Iteration 40F: 3 clusters Score -4081294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Entering Unmasked Estep 
Score: -3403439.250000 Penalty: 1664.132568
	Iteration 0F: 2 clusters Score -3403439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3385262.500000 Penalty: 3328.265137
	Iteration 0F: 3 clusters Score -3385262 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3392420.500000 Penalty: 3328.265137
	Iteration 1F: 3 clusters Score -3392420 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3392884.500000 Penalty: 3328.265137
	Iteration 2Q: 3 clusters Score -3392884 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3393418.500000 Penalty: 3328.265137
	Iteration 3Q: 3 clusters Score -3393418 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3394282.750000 Penalty: 3328.265137
	Iteration 4F: 3 clusters Score -3394283 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3395678.750000 Penalty: 3328.265137
	Iteration 5F: 3 clusters Score -3395679 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3397566.000000 Penalty: 3328.265137
	Iteration 6F: 3 clusters Score -3397566 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3399513.750000 Penalty: 3328.265137
	Iteration 7F: 3 clusters Score -3399514 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3400830.250000 Penalty: 3328.265137
	Iteration 8F: 3 clusters Score -3400830 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3401498.250000 Penalty: 3328.265137
	Iteration 9Q: 3 clusters Score -3401498 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3401775.500000 Penalty: 3328.265137
	Iteration 10Q: 3 clusters Score -3401776 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3401897.500000 Penalty: 3328.265137
	Iteration 11Q: 3 clusters Score -3401898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3401946.500000 Penalty: 3328.265137
	Iteration 12Q: 3 clusters Score -3401946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3401971.500000 Penalty: 3328.265137
	Iteration 13Q: 3 clusters Score -3401972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3401991.000000 Penalty: 3328.265137
	Iteration 14Q: 3 clusters Score -3401991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3402008.000000 Penalty: 3328.265137
	Iteration 15Q: 3 clusters Score -3402008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3402020.750000 Penalty: 3328.265137
	Iteration 16Q: 3 clusters Score -3402021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3402027.250000 Penalty: 3328.265137
	Iteration 17Q: 3 clusters Score -3402027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3402035.000000 Penalty: 3328.265137
	Iteration 18Q: 3 clusters Score -3402035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3402041.000000 Penalty: 3328.265137
	Iteration 19Q: 3 clusters Score -3402041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3402045.250000 Penalty: 3328.265137
	Iteration 20F: 3 clusters Score -3402045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3402049.000000 Penalty: 3328.265137
	Iteration 21Q: 3 clusters Score -3402049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3402050.500000 Penalty: 3328.265137
	Iteration 22Q: 3 clusters Score -3402050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3402050.500000 Penalty: 3328.265137
	Iteration 23F: 3 clusters Score -3402050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -171174.203125 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -171174.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -169416.640625 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -169416.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -169742.375000 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -169742.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -169840.203125 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -169840.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -169894.343750 Penalty: 2371.334473
	Iteration 3Q: 3 clusters Score -169894.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -169937.093750 Penalty: 2371.334473
	Iteration 4Q: 3 clusters Score -169937.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -169952.937500 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -169952.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -169962.109375 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -169962.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -169969.687500 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -169969.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -169978.687500 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -169978.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -169990.578125 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -169990.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -170001.562500 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -170001.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -170011.703125 Penalty: 2371.334473
	Iteration 11Q: 3 clusters Score -170011.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -170021.375000 Penalty: 2371.334473
	Iteration 12Q: 3 clusters Score -170021.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -170024.328125 Penalty: 2371.334473
	Iteration 13Q: 3 clusters Score -170024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -170025.671875 Penalty: 2371.334473
	Iteration 14Q: 3 clusters Score -170025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -170027.421875 Penalty: 2371.334473
	Iteration 15Q: 3 clusters Score -170027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -170027.312500 Penalty: 2371.334473
	Iteration 16Q: 3 clusters Score -170027.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -170027.312500 Penalty: 2371.334473
	Iteration 17F: 3 clusters Score -170027.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27129 members 
Mstep: Class 7 contains 28558 members 
Mstep: Class 8 contains 29973 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25228 members 
Mstep: Class 15 contains 28635 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 28024 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442016.000000 Penalty: 25983.595703
Iteration 319Q: 14 clusters Score -2.644202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 7 contains 28562 members 
Mstep: Class 8 contains 29973 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25225 members 
Mstep: Class 15 contains 28637 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33398 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442010.000000 Penalty: 25983.595703
Iteration 320F: 14 clusters Score -2.644201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27132 members 
Mstep: Class 7 contains 28563 members 
Mstep: Class 8 contains 29973 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25222 members 
Mstep: Class 15 contains 28639 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33396 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442010.000000 Penalty: 25983.595703
Iteration 321Q: 14 clusters Score -2.644201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27132 members 
Mstep: Class 7 contains 28562 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25219 members 
Mstep: Class 15 contains 28642 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33395 members 
Mstep: Class 18 contains 28022 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442012.000000 Penalty: 25983.595703
Iteration 322Q: 14 clusters Score -2.644201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27133 members 
Mstep: Class 7 contains 28562 members 
Mstep: Class 8 contains 29975 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25218 members 
Mstep: Class 15 contains 28643 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33395 members 
Mstep: Class 18 contains 28022 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442020.000000 Penalty: 25983.595703
Iteration 323Q: 14 clusters Score -2.644202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27134 members 
Mstep: Class 7 contains 28563 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25216 members 
Mstep: Class 15 contains 28643 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33393 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442022.000000 Penalty: 25983.595703
Iteration 324Q: 14 clusters Score -2.644202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27133 members 
Mstep: Class 7 contains 28563 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25217 members 
Mstep: Class 15 contains 28643 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33392 members 
Mstep: Class 18 contains 28024 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442026.000000 Penalty: 25983.595703
Iteration 325Q: 14 clusters Score -2.644203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27132 members 
Mstep: Class 7 contains 28563 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25217 members 
Mstep: Class 15 contains 28644 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 33392 members 
Mstep: Class 18 contains 28024 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442024.000000 Penalty: 25983.595703
Iteration 326Q: 14 clusters Score -2.644202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 7 contains 28563 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7666 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25217 members 
Mstep: Class 15 contains 28645 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 33392 members 
Mstep: Class 18 contains 28024 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442018.000000 Penalty: 25983.595703
Iteration 327Q: 14 clusters Score -2.644202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 7 contains 28564 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7666 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25217 members 
Mstep: Class 15 contains 28645 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 33393 members 
Mstep: Class 18 contains 28020 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442022.000000 Penalty: 25983.595703
Iteration 328Q: 14 clusters Score -2.644202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 7 contains 28564 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7666 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25218 members 
Mstep: Class 15 contains 28644 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 33395 members 
Mstep: Class 18 contains 28019 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442026.000000 Penalty: 25983.595703
Iteration 329Q: 14 clusters Score -2.644203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 7 contains 28564 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7666 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25218 members 
Mstep: Class 15 contains 28644 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 33394 members 
Mstep: Class 18 contains 28019 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442016.000000 Penalty: 25983.595703
Iteration 330Q: 14 clusters Score -2.644202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 7 contains 28564 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 7666 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 25218 members 
Mstep: Class 15 contains 28644 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 33394 members 
Mstep: Class 18 contains 28019 members 
Mstep: Class 19 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26442016.000000 Penalty: 25983.595703
Iteration 331F: 14 clusters Score -2.644202e+07 nChanged 0
Entering ConstructFrom: 
Score: -26442016.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 1 (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: -39303.781250 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39303.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38348.664062 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38348.66 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38468.332031 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -38468.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38537.933594 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -38537.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38593.953125 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -38593.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38599.023438 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -38599.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38600.984375 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -38600.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38602.218750 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -38602.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38604.628906 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -38604.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38604.976562 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -38604.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38604.976562 Penalty: 1936.488037
	Iteration 9F: 3 clusters Score -38604.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Entering Unmasked Estep 
Score: -3394493.000000 Penalty: 1658.870239
	Iteration 0F: 2 clusters Score -3394493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3377240.750000 Penalty: 3317.740479
	Iteration 0F: 3 clusters Score -3377241 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3384275.750000 Penalty: 3317.740479
	Iteration 1F: 3 clusters Score -3384276 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3384680.750000 Penalty: 3317.740479
	Iteration 2Q: 3 clusters Score -3384681 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3385061.250000 Penalty: 3317.740479
	Iteration 3Q: 3 clusters Score -3385061 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3385458.000000 Penalty: 3317.740479
	Iteration 4Q: 3 clusters Score -3385458 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3386015.000000 Penalty: 3317.740479
	Iteration 5Q: 3 clusters Score -3386015 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3386817.250000 Penalty: 3317.740479
	Iteration 6F: 3 clusters Score -3386817 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3387909.250000 Penalty: 3317.740479
	Iteration 7F: 3 clusters Score -3387909 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3389509.000000 Penalty: 3317.740479
	Iteration 8F: 3 clusters Score -3389509 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3390981.250000 Penalty: 3317.740479
	Iteration 9F: 3 clusters Score -3390981 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3392003.500000 Penalty: 3317.740479
	Iteration 10F: 3 clusters Score -3392004 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3392523.750000 Penalty: 3317.740479
	Iteration 11Q: 3 clusters Score -3392524 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3392770.250000 Penalty: 3317.740479
	Iteration 12Q: 3 clusters Score -3392770 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3392884.000000 Penalty: 3317.740479
	Iteration 13Q: 3 clusters Score -3392884 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3392948.000000 Penalty: 3317.740479
	Iteration 14Q: 3 clusters Score -3392948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3392982.250000 Penalty: 3317.740479
	Iteration 15Q: 3 clusters Score -3392982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3393010.750000 Penalty: 3317.740479
	Iteration 16Q: 3 clusters Score -3393011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -3393031.750000 Penalty: 3317.740479
	Iteration 17Q: 3 clusters Score -3393032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3393058.500000 Penalty: 3317.740479
	Iteration 18Q: 3 clusters Score -3393058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3393078.250000 Penalty: 3317.740479
	Iteration 19Q: 3 clusters Score -3393078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3393088.250000 Penalty: 3317.740479
	Iteration 20F: 3 clusters Score -3393088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3393098.000000 Penalty: 3317.740479
	Iteration 21Q: 3 clusters Score -3393098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3393106.000000 Penalty: 3317.740479
	Iteration 22Q: 3 clusters Score -3393106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3393106.750000 Penalty: 3317.740479
	Iteration 23Q: 3 clusters Score -3393107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -3393111.250000 Penalty: 3317.740479
	Iteration 24Q: 3 clusters Score -3393111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3393117.500000 Penalty: 3317.740479
	Iteration 25Q: 3 clusters Score -3393118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3393117.250000 Penalty: 3317.740479
	Iteration 26Q: 3 clusters Score -3393117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3393127.750000 Penalty: 3317.740479
	Iteration 27Q: 3 clusters Score -3393128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3393133.250000 Penalty: 3317.740479
	Iteration 28Q: 3 clusters Score -3393133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3393129.750000 Penalty: 3317.740479
	Iteration 29Q: 3 clusters Score -3393130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3393131.250000 Penalty: 3317.740479
	Iteration 30Q: 3 clusters Score -3393131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3393135.000000 Penalty: 3317.740479
	Iteration 31Q: 3 clusters Score -3393135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3393135.750000 Penalty: 3317.740479
	Iteration 32Q: 3 clusters Score -3393136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3393135.750000 Penalty: 3317.740479
	Iteration 33F: 3 clusters Score -3393136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Entering Unmasked Estep 
Score: -3570861.000000 Penalty: 1667.234131
	Iteration 0F: 2 clusters Score -3570861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3553145.250000 Penalty: 3334.468262
	Iteration 0F: 3 clusters Score -3553145 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3560373.500000 Penalty: 3334.468262
	Iteration 1F: 3 clusters Score -3560374 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3560699.000000 Penalty: 3334.468262
	Iteration 2Q: 3 clusters Score -3560699 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3561026.750000 Penalty: 3334.468262
	Iteration 3Q: 3 clusters Score -3561027 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3561363.250000 Penalty: 3334.468262
	Iteration 4Q: 3 clusters Score -3561363 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3561727.750000 Penalty: 3334.468262
	Iteration 5Q: 3 clusters Score -3561728 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3562187.000000 Penalty: 3334.468262
	Iteration 6Q: 3 clusters Score -3562187 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3562724.500000 Penalty: 3334.468262
	Iteration 7Q: 3 clusters Score -3562724 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3563432.250000 Penalty: 3334.468262
	Iteration 8Q: 3 clusters Score -3563432 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3564428.250000 Penalty: 3334.468262
	Iteration 9F: 3 clusters Score -3564428 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3565404.250000 Penalty: 3334.468262
	Iteration 10F: 3 clusters Score -3565404 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3566047.500000 Penalty: 3334.468262
	Iteration 11Q: 3 clusters Score -3566048 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3566346.500000 Penalty: 3334.468262
	Iteration 12Q: 3 clusters Score -3566346 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3566497.000000 Penalty: 3334.468262
	Iteration 13Q: 3 clusters Score -3566497 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3566574.750000 Penalty: 3334.468262
	Iteration 14Q: 3 clusters Score -3566575 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3566634.000000 Penalty: 3334.468262
	Iteration 15Q: 3 clusters Score -3566634 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3566705.750000 Penalty: 3334.468262
	Iteration 16Q: 3 clusters Score -3566706 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3566762.500000 Penalty: 3334.468262
	Iteration 17Q: 3 clusters Score -3566762 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3566807.500000 Penalty: 3334.468262
	Iteration 18Q: 3 clusters Score -3566808 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3566851.000000 Penalty: 3334.468262
	Iteration 19Q: 3 clusters Score -3566851 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3566893.750000 Penalty: 3334.468262
	Iteration 20F: 3 clusters Score -3566894 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3566927.250000 Penalty: 3334.468262
	Iteration 21Q: 3 clusters Score -3566927 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3566973.250000 Penalty: 3334.468262
	Iteration 22Q: 3 clusters Score -3566973 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3567048.250000 Penalty: 3334.468262
	Iteration 23Q: 3 clusters Score -3567048 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3567118.000000 Penalty: 3334.468262
	Iteration 24Q: 3 clusters Score -3567118 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3567203.500000 Penalty: 3334.468262
	Iteration 25Q: 3 clusters Score -3567204 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -3567285.250000 Penalty: 3334.468262
	Iteration 26Q: 3 clusters Score -3567285 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3567401.250000 Penalty: 3334.468262
	Iteration 27Q: 3 clusters Score -3567401 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3567518.250000 Penalty: 3334.468262
	Iteration 28Q: 3 clusters Score -3567518 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3567618.750000 Penalty: 3334.468262
	Iteration 29Q: 3 clusters Score -3567619 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3567711.750000 Penalty: 3334.468262
	Iteration 30Q: 3 clusters Score -3567712 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3567844.500000 Penalty: 3334.468262
	Iteration 31Q: 3 clusters Score -3567844 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3567959.500000 Penalty: 3334.468262
	Iteration 32Q: 3 clusters Score -3567960 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3568095.250000 Penalty: 3334.468262
	Iteration 33Q: 3 clusters Score -3568095 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -3568181.500000 Penalty: 3334.468262
	Iteration 34Q: 3 clusters Score -3568182 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3568282.250000 Penalty: 3334.468262
	Iteration 35Q: 3 clusters Score -3568282 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3568378.750000 Penalty: 3334.468262
	Iteration 36Q: 3 clusters Score -3568379 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3568492.500000 Penalty: 3334.468262
	Iteration 37Q: 3 clusters Score -3568492 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3568590.750000 Penalty: 3334.468262
	Iteration 38Q: 3 clusters Score -3568591 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3568667.500000 Penalty: 3334.468262
	Iteration 39Q: 3 clusters Score -3568668 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3568706.500000 Penalty: 3334.468262
	Iteration 40F: 3 clusters Score -3568706 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3568770.500000 Penalty: 3334.468262
	Iteration 41Q: 3 clusters Score -3568770 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3568829.750000 Penalty: 3334.468262
	Iteration 42Q: 3 clusters Score -3568830 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3568867.000000 Penalty: 3334.468262
	Iteration 43Q: 3 clusters Score -3568867 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3568912.750000 Penalty: 3334.468262
	Iteration 44Q: 3 clusters Score -3568913 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3568954.250000 Penalty: 3334.468262
	Iteration 45Q: 3 clusters Score -3568954 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3568984.500000 Penalty: 3334.468262
	Iteration 46Q: 3 clusters Score -3568984 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3569047.500000 Penalty: 3334.468262
	Iteration 47Q: 3 clusters Score -3569048 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3569079.750000 Penalty: 3334.468262
	Iteration 48Q: 3 clusters Score -3569080 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3569125.250000 Penalty: 3334.468262
	Iteration 49Q: 3 clusters Score -3569125 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3569194.000000 Penalty: 3334.468262
	Iteration 50Q: 3 clusters Score -3569194 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3569215.500000 Penalty: 3334.468262
	Iteration 51Q: 3 clusters Score -3569216 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3569228.250000 Penalty: 3334.468262
	Iteration 52Q: 3 clusters Score -3569228 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3569250.500000 Penalty: 3334.468262
	Iteration 53Q: 3 clusters Score -3569250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3569285.750000 Penalty: 3334.468262
	Iteration 54Q: 3 clusters Score -3569286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3569319.500000 Penalty: 3334.468262
	Iteration 55Q: 3 clusters Score -3569320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3569323.750000 Penalty: 3334.468262
	Iteration 56Q: 3 clusters Score -3569324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3569345.750000 Penalty: 3334.468262
	Iteration 57Q: 3 clusters Score -3569346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3569357.000000 Penalty: 3334.468262
	Iteration 58Q: 3 clusters Score -3569357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3569354.500000 Penalty: 3334.468262
	Iteration 59Q: 3 clusters Score -3569354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3569363.750000 Penalty: 3334.468262
	Iteration 60F: 3 clusters Score -3569364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3569369.250000 Penalty: 3334.468262
	Iteration 61Q: 3 clusters Score -3569369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3569377.250000 Penalty: 3334.468262
	Iteration 62Q: 3 clusters Score -3569377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3569383.750000 Penalty: 3334.468262
	Iteration 63Q: 3 clusters Score -3569384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3569389.750000 Penalty: 3334.468262
	Iteration 64Q: 3 clusters Score -3569390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3569395.250000 Penalty: 3334.468262
	Iteration 65Q: 3 clusters Score -3569395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3569411.000000 Penalty: 3334.468262
	Iteration 66Q: 3 clusters Score -3569411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3569410.000000 Penalty: 3334.468262
	Iteration 67Q: 3 clusters Score -3569410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3569420.000000 Penalty: 3334.468262
	Iteration 68Q: 3 clusters Score -3569420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3569427.500000 Penalty: 3334.468262
	Iteration 69Q: 3 clusters Score -3569428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3569430.250000 Penalty: 3334.468262
	Iteration 70Q: 3 clusters Score -3569430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3569436.500000 Penalty: 3334.468262
	Iteration 71Q: 3 clusters Score -3569436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3569435.750000 Penalty: 3334.468262
	Iteration 72Q: 3 clusters Score -3569436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3569441.500000 Penalty: 3334.468262
	Iteration 73Q: 3 clusters Score -3569442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3569445.500000 Penalty: 3334.468262
	Iteration 74Q: 3 clusters Score -3569446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3569441.000000 Penalty: 3334.468262
	Iteration 75Q: 3 clusters Score -3569441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3569441.000000 Penalty: 3334.468262
	Iteration 76F: 3 clusters Score -3569441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Entering Unmasked Estep 
Score: -3643599.000000 Penalty: 1675.074707
	Iteration 0F: 2 clusters Score -3643599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3623923.750000 Penalty: 3350.149414
	Iteration 0F: 3 clusters Score -3623924 nChanged 13723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3631503.500000 Penalty: 3350.149414
	Iteration 1F: 3 clusters Score -3631504 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3631973.000000 Penalty: 3350.149414
	Iteration 2Q: 3 clusters Score -3631973 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3632527.250000 Penalty: 3350.149414
	Iteration 3Q: 3 clusters Score -3632527 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3633120.750000 Penalty: 3350.149414
	Iteration 4Q: 3 clusters Score -3633121 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3633813.500000 Penalty: 3350.149414
	Iteration 5F: 3 clusters Score -3633814 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3634628.000000 Penalty: 3350.149414
	Iteration 6F: 3 clusters Score -3634628 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3635563.250000 Penalty: 3350.149414
	Iteration 7F: 3 clusters Score -3635563 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3636589.500000 Penalty: 3350.149414
	Iteration 8F: 3 clusters Score -3636590 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3637696.500000 Penalty: 3350.149414
	Iteration 9Q: 3 clusters Score -3637696 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3638709.000000 Penalty: 3350.149414
	Iteration 10Q: 3 clusters Score -3638709 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3639503.750000 Penalty: 3350.149414
	Iteration 11Q: 3 clusters Score -3639504 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3640008.000000 Penalty: 3350.149414
	Iteration 12Q: 3 clusters Score -3640008 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3640270.250000 Penalty: 3350.149414
	Iteration 13Q: 3 clusters Score -3640270 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3640471.250000 Penalty: 3350.149414
	Iteration 14Q: 3 clusters Score -3640471 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -3640647.000000 Penalty: 3350.149414
	Iteration 15Q: 3 clusters Score -3640647 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3640801.750000 Penalty: 3350.149414
	Iteration 16Q: 3 clusters Score -3640802 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3640965.250000 Penalty: 3350.149414
	Iteration 17Q: 3 clusters Score -3640965 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3641085.500000 Penalty: 3350.149414
	Iteration 18Q: 3 clusters Score -3641086 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3641198.250000 Penalty: 3350.149414
	Iteration 19Q: 3 clusters Score -3641198 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3641323.500000 Penalty: 3350.149414
	Iteration 20F: 3 clusters Score -3641324 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3641426.750000 Penalty: 3350.149414
	Iteration 21Q: 3 clusters Score -3641427 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3641503.000000 Penalty: 3350.149414
	Iteration 22Q: 3 clusters Score -3641503 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -3641590.250000 Penalty: 3350.149414
	Iteration 23Q: 3 clusters Score -3641590 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3641642.500000 Penalty: 3350.149414
	Iteration 24Q: 3 clusters Score -3641642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3641700.500000 Penalty: 3350.149414
	Iteration 25Q: 3 clusters Score -3641700 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3641762.500000 Penalty: 3350.149414
	Iteration 26Q: 3 clusters Score -3641762 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3641805.750000 Penalty: 3350.149414
	Iteration 27Q: 3 clusters Score -3641806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -3641845.750000 Penalty: 3350.149414
	Iteration 28Q: 3 clusters Score -3641846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3641872.500000 Penalty: 3350.149414
	Iteration 29Q: 3 clusters Score -3641872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3641899.250000 Penalty: 3350.149414
	Iteration 30Q: 3 clusters Score -3641899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3641934.000000 Penalty: 3350.149414
	Iteration 31Q: 3 clusters Score -3641934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -3641946.500000 Penalty: 3350.149414
	Iteration 32Q: 3 clusters Score -3641946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -3641950.750000 Penalty: 3350.149414
	Iteration 33Q: 3 clusters Score -3641951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -3641968.500000 Penalty: 3350.149414
	Iteration 34Q: 3 clusters Score -3641968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3641976.500000 Penalty: 3350.149414
	Iteration 35Q: 3 clusters Score -3641976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3641996.500000 Penalty: 3350.149414
	Iteration 36Q: 3 clusters Score -3641996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -3642005.500000 Penalty: 3350.149414
	Iteration 37Q: 3 clusters Score -3642006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -3642007.250000 Penalty: 3350.149414
	Iteration 38Q: 3 clusters Score -3642007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -3642025.250000 Penalty: 3350.149414
	Iteration 39Q: 3 clusters Score -3642025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3642030.750000 Penalty: 3350.149414
	Iteration 40F: 3 clusters Score -3642031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -3642037.000000 Penalty: 3350.149414
	Iteration 41Q: 3 clusters Score -3642037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3642036.750000 Penalty: 3350.149414
	Iteration 42Q: 3 clusters Score -3642037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3642047.000000 Penalty: 3350.149414
	Iteration 43Q: 3 clusters Score -3642047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -3642049.000000 Penalty: 3350.149414
	Iteration 44Q: 3 clusters Score -3642049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3642055.000000 Penalty: 3350.149414
	Iteration 45Q: 3 clusters Score -3642055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -3642059.500000 Penalty: 3350.149414
	Iteration 46Q: 3 clusters Score -3642060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3642057.500000 Penalty: 3350.149414
	Iteration 47Q: 3 clusters Score -3642058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3642063.000000 Penalty: 3350.149414
	Iteration 48Q: 3 clusters Score -3642063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3642061.750000 Penalty: 3350.149414
	Iteration 49Q: 3 clusters Score -3642062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3642066.250000 Penalty: 3350.149414
	Iteration 50Q: 3 clusters Score -3642066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -3642066.500000 Penalty: 3350.149414
	Iteration 51Q: 3 clusters Score -3642066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -3642069.000000 Penalty: 3350.149414
	Iteration 52Q: 3 clusters Score -3642069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3642069.750000 Penalty: 3350.149414
	Iteration 53Q: 3 clusters Score -3642070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3642074.000000 Penalty: 3350.149414
	Iteration 54Q: 3 clusters Score -3642074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3642074.250000 Penalty: 3350.149414
	Iteration 55Q: 3 clusters Score -3642074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -3642081.250000 Penalty: 3350.149414
	Iteration 56Q: 3 clusters Score -3642081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3642082.500000 Penalty: 3350.149414
	Iteration 57Q: 3 clusters Score -3642082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -3642082.250000 Penalty: 3350.149414
	Iteration 58Q: 3 clusters Score -3642082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -3642085.500000 Penalty: 3350.149414
	Iteration 59Q: 3 clusters Score -3642086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3642083.500000 Penalty: 3350.149414
	Iteration 60F: 3 clusters Score -3642084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3642082.500000 Penalty: 3350.149414
	Iteration 61Q: 3 clusters Score -3642082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -3642083.500000 Penalty: 3350.149414
	Iteration 62Q: 3 clusters Score -3642084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -3642086.000000 Penalty: 3350.149414
	Iteration 63Q: 3 clusters Score -3642086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3642087.500000 Penalty: 3350.149414
	Iteration 64Q: 3 clusters Score -3642088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3642084.500000 Penalty: 3350.149414
	Iteration 65Q: 3 clusters Score -3642084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -3642089.000000 Penalty: 3350.149414
	Iteration 66Q: 3 clusters Score -3642089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3642089.500000 Penalty: 3350.149414
	Iteration 67Q: 3 clusters Score -3642090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3642089.500000 Penalty: 3350.149414
	Iteration 68F: 3 clusters Score -3642090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -15133.446289 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -15133.45 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 77 members 
Entering Unmasked Estep 
Score: -14479.126953 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -14479.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14521.833008 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -14521.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14533.659180 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -14533.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14550.779297 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -14550.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14554.265625 Penalty: 1612.924561
	Iteration 4Q: 3 clusters Score -14554.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14563.330078 Penalty: 1612.924561
	Iteration 5Q: 3 clusters Score -14563.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14626.122070 Penalty: 1612.924561
	Iteration 6Q: 3 clusters Score -14626.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14628.903320 Penalty: 1612.924561
	Iteration 7Q: 3 clusters Score -14628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14630.678711 Penalty: 1612.924561
	Iteration 8Q: 3 clusters Score -14630.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14630.678711 Penalty: 1612.924561
	Iteration 9F: 3 clusters Score -14630.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Entering Unmasked Estep 
Score: -935893.687500 Penalty: 1453.489502
	Iteration 0F: 2 clusters Score -935893.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -930247.875000 Penalty: 2906.979004
	Iteration 0F: 3 clusters Score -930247.9 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -931930.125000 Penalty: 2906.979004
	Iteration 1F: 3 clusters Score -931930.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -932143.125000 Penalty: 2906.979004
	Iteration 2F: 3 clusters Score -932143.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -932315.125000 Penalty: 2906.979004
	Iteration 3Q: 3 clusters Score -932315.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -932475.375000 Penalty: 2906.979004
	Iteration 4Q: 3 clusters Score -932475.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -932611.125000 Penalty: 2906.979004
	Iteration 5Q: 3 clusters Score -932611.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -932743.750000 Penalty: 2906.979004
	Iteration 6Q: 3 clusters Score -932743.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -932888.375000 Penalty: 2906.979004
	Iteration 7Q: 3 clusters Score -932888.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -933073.062500 Penalty: 2906.979004
	Iteration 8Q: 3 clusters Score -933073.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -933280.312500 Penalty: 2906.979004
	Iteration 9Q: 3 clusters Score -933280.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -933528.187500 Penalty: 2906.979004
	Iteration 10Q: 3 clusters Score -933528.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -933768.437500 Penalty: 2906.979004
	Iteration 11Q: 3 clusters Score -933768.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -933993.500000 Penalty: 2906.979004
	Iteration 12Q: 3 clusters Score -933993.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -934163.500000 Penalty: 2906.979004
	Iteration 13Q: 3 clusters Score -934163.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -934268.875000 Penalty: 2906.979004
	Iteration 14Q: 3 clusters Score -934268.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -934351.625000 Penalty: 2906.979004
	Iteration 15Q: 3 clusters Score -934351.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -934411.687500 Penalty: 2906.979004
	Iteration 16Q: 3 clusters Score -934411.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -934464.125000 Penalty: 2906.979004
	Iteration 17Q: 3 clusters Score -934464.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -934502.312500 Penalty: 2906.979004
	Iteration 18Q: 3 clusters Score -934502.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -934523.187500 Penalty: 2906.979004
	Iteration 19Q: 3 clusters Score -934523.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -934540.562500 Penalty: 2906.979004
	Iteration 20F: 3 clusters Score -934540.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -934553.250000 Penalty: 2906.979004
	Iteration 21Q: 3 clusters Score -934553.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -934566.125000 Penalty: 2906.979004
	Iteration 22Q: 3 clusters Score -934566.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -934574.812500 Penalty: 2906.979004
	Iteration 23Q: 3 clusters Score -934574.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -934578.562500 Penalty: 2906.979004
	Iteration 24Q: 3 clusters Score -934578.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -934586.187500 Penalty: 2906.979004
	Iteration 25Q: 3 clusters Score -934586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -934587.937500 Penalty: 2906.979004
	Iteration 26Q: 3 clusters Score -934587.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -934590.125000 Penalty: 2906.979004
	Iteration 27Q: 3 clusters Score -934590.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -934589.812500 Penalty: 2906.979004
	Iteration 28Q: 3 clusters Score -934589.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -934595.375000 Penalty: 2906.979004
	Iteration 29Q: 3 clusters Score -934595.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -934597.812500 Penalty: 2906.979004
	Iteration 30Q: 3 clusters Score -934597.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -934599.687500 Penalty: 2906.979004
	Iteration 31Q: 3 clusters Score -934599.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -934601.687500 Penalty: 2906.979004
	Iteration 32Q: 3 clusters Score -934601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -934603.187500 Penalty: 2906.979004
	Iteration 33Q: 3 clusters Score -934603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -934606.500000 Penalty: 2906.979004
	Iteration 34Q: 3 clusters Score -934606.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -934607.937500 Penalty: 2906.979004
	Iteration 35Q: 3 clusters Score -934607.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -934611.437500 Penalty: 2906.979004
	Iteration 36Q: 3 clusters Score -934611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -934612.687500 Penalty: 2906.979004
	Iteration 37Q: 3 clusters Score -934612.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -934613.625000 Penalty: 2906.979004
	Iteration 38Q: 3 clusters Score -934613.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -934614.312500 Penalty: 2906.979004
	Iteration 39Q: 3 clusters Score -934614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -934614.625000 Penalty: 2906.979004
	Iteration 40F: 3 clusters Score -934614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -934616.187500 Penalty: 2906.979004
	Iteration 41Q: 3 clusters Score -934616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -934617.125000 Penalty: 2906.979004
	Iteration 42Q: 3 clusters Score -934617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -934616.562500 Penalty: 2906.979004
	Iteration 43Q: 3 clusters Score -934616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -934617.312500 Penalty: 2906.979004
	Iteration 44Q: 3 clusters Score -934617.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -934617.312500 Penalty: 2906.979004
	Iteration 45F: 3 clusters Score -934617.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -54428.710938 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -54428.71 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 158 members 
Entering Unmasked Estep 
Score: -53526.027344 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -53526.03 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53631.832031 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -53631.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53664.390625 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -53664.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53709.867188 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -53709.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53730.632812 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -53730.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53736.195312 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -53736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53740.917969 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -53740.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53740.917969 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -53740.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Entering Unmasked Estep 
Score: -3077033.250000 Penalty: 1646.988403
	Iteration 0F: 2 clusters Score -3077033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3059962.000000 Penalty: 3293.976807
	Iteration 0F: 3 clusters Score -3059962 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3066159.500000 Penalty: 3293.976807
	Iteration 1F: 3 clusters Score -3066160 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3066507.250000 Penalty: 3293.976807
	Iteration 2Q: 3 clusters Score -3066507 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3066848.000000 Penalty: 3293.976807
	Iteration 3Q: 3 clusters Score -3066848 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -3067190.750000 Penalty: 3293.976807
	Iteration 4Q: 3 clusters Score -3067191 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3067557.500000 Penalty: 3293.976807
	Iteration 5Q: 3 clusters Score -3067558 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3067968.250000 Penalty: 3293.976807
	Iteration 6Q: 3 clusters Score -3067968 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3068558.250000 Penalty: 3293.976807
	Iteration 7Q: 3 clusters Score -3068558 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3069349.250000 Penalty: 3293.976807
	Iteration 8F: 3 clusters Score -3069349 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3070397.250000 Penalty: 3293.976807
	Iteration 9F: 3 clusters Score -3070397 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3071539.250000 Penalty: 3293.976807
	Iteration 10F: 3 clusters Score -3071539 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3072567.250000 Penalty: 3293.976807
	Iteration 11F: 3 clusters Score -3072567 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3073336.750000 Penalty: 3293.976807
	Iteration 12Q: 3 clusters Score -3073337 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3073877.000000 Penalty: 3293.976807
	Iteration 13Q: 3 clusters Score -3073877 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3074235.750000 Penalty: 3293.976807
	Iteration 14Q: 3 clusters Score -3074236 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3074510.500000 Penalty: 3293.976807
	Iteration 15Q: 3 clusters Score -3074510 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3074679.250000 Penalty: 3293.976807
	Iteration 16Q: 3 clusters Score -3074679 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3074849.000000 Penalty: 3293.976807
	Iteration 17Q: 3 clusters Score -3074849 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3074985.250000 Penalty: 3293.976807
	Iteration 18Q: 3 clusters Score -3074985 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3075104.250000 Penalty: 3293.976807
	Iteration 19Q: 3 clusters Score -3075104 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3075202.750000 Penalty: 3293.976807
	Iteration 20F: 3 clusters Score -3075203 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3075286.750000 Penalty: 3293.976807
	Iteration 21Q: 3 clusters Score -3075287 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3075363.250000 Penalty: 3293.976807
	Iteration 22Q: 3 clusters Score -3075363 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3075433.500000 Penalty: 3293.976807
	Iteration 23Q: 3 clusters Score -3075434 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3075489.750000 Penalty: 3293.976807
	Iteration 24Q: 3 clusters Score -3075490 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3075519.250000 Penalty: 3293.976807
	Iteration 25Q: 3 clusters Score -3075519 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3075537.750000 Penalty: 3293.976807
	Iteration 26Q: 3 clusters Score -3075538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3075554.250000 Penalty: 3293.976807
	Iteration 27Q: 3 clusters Score -3075554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3075574.000000 Penalty: 3293.976807
	Iteration 28Q: 3 clusters Score -3075574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3075593.000000 Penalty: 3293.976807
	Iteration 29Q: 3 clusters Score -3075593 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3075607.750000 Penalty: 3293.976807
	Iteration 30Q: 3 clusters Score -3075608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3075617.250000 Penalty: 3293.976807
	Iteration 31Q: 3 clusters Score -3075617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3075622.500000 Penalty: 3293.976807
	Iteration 32Q: 3 clusters Score -3075622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3075630.250000 Penalty: 3293.976807
	Iteration 33Q: 3 clusters Score -3075630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3075640.000000 Penalty: 3293.976807
	Iteration 34Q: 3 clusters Score -3075640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3075644.000000 Penalty: 3293.976807
	Iteration 35Q: 3 clusters Score -3075644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3075645.250000 Penalty: 3293.976807
	Iteration 36Q: 3 clusters Score -3075645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3075647.500000 Penalty: 3293.976807
	Iteration 37Q: 3 clusters Score -3075648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3075656.250000 Penalty: 3293.976807
	Iteration 38Q: 3 clusters Score -3075656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3075660.250000 Penalty: 3293.976807
	Iteration 39Q: 3 clusters Score -3075660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3075651.500000 Penalty: 3293.976807
	Iteration 40F: 3 clusters Score -3075652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3075661.000000 Penalty: 3293.976807
	Iteration 41Q: 3 clusters Score -3075661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3075660.500000 Penalty: 3293.976807
	Iteration 42Q: 3 clusters Score -3075660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3075661.500000 Penalty: 3293.976807
	Iteration 43Q: 3 clusters Score -3075662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3075662.250000 Penalty: 3293.976807
	Iteration 44Q: 3 clusters Score -3075662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3075662.250000 Penalty: 3293.976807
	Iteration 45Q: 3 clusters Score -3075662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3075668.250000 Penalty: 3293.976807
	Iteration 46Q: 3 clusters Score -3075668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3075673.750000 Penalty: 3293.976807
	Iteration 47Q: 3 clusters Score -3075674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3075667.000000 Penalty: 3293.976807
	Iteration 48Q: 3 clusters Score -3075667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3075667.500000 Penalty: 3293.976807
	Iteration 49Q: 3 clusters Score -3075668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3075677.250000 Penalty: 3293.976807
	Iteration 50Q: 3 clusters Score -3075677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3075681.750000 Penalty: 3293.976807
	Iteration 51Q: 3 clusters Score -3075682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3075684.750000 Penalty: 3293.976807
	Iteration 52Q: 3 clusters Score -3075685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3075687.750000 Penalty: 3293.976807
	Iteration 53Q: 3 clusters Score -3075688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3075683.500000 Penalty: 3293.976807
	Iteration 54Q: 3 clusters Score -3075684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3075682.750000 Penalty: 3293.976807
	Iteration 55Q: 3 clusters Score -3075683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3075684.000000 Penalty: 3293.976807
	Iteration 56Q: 3 clusters Score -3075684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3075686.500000 Penalty: 3293.976807
	Iteration 57Q: 3 clusters Score -3075686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3075693.500000 Penalty: 3293.976807
	Iteration 58Q: 3 clusters Score -3075694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3075690.500000 Penalty: 3293.976807
	Iteration 59Q: 3 clusters Score -3075690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3075687.250000 Penalty: 3293.976807
	Iteration 60F: 3 clusters Score -3075687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3075684.750000 Penalty: 3293.976807
	Iteration 61Q: 3 clusters Score -3075685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3075688.750000 Penalty: 3293.976807
	Iteration 62Q: 3 clusters Score -3075689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3075695.750000 Penalty: 3293.976807
	Iteration 63Q: 3 clusters Score -3075696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3075696.250000 Penalty: 3293.976807
	Iteration 64Q: 3 clusters Score -3075696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3075696.250000 Penalty: 3293.976807
	Iteration 65F: 3 clusters Score -3075696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Entering Unmasked Estep 
Score: -3523339.500000 Penalty: 1667.688599
	Iteration 0F: 2 clusters Score -3523340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3505245.000000 Penalty: 3335.377197
	Iteration 0F: 3 clusters Score -3505245 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3512482.250000 Penalty: 3335.377197
	Iteration 1F: 3 clusters Score -3512482 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3512809.000000 Penalty: 3335.377197
	Iteration 2Q: 3 clusters Score -3512809 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3513101.000000 Penalty: 3335.377197
	Iteration 3Q: 3 clusters Score -3513101 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3513358.750000 Penalty: 3335.377197
	Iteration 4Q: 3 clusters Score -3513359 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3513585.750000 Penalty: 3335.377197
	Iteration 5Q: 3 clusters Score -3513586 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3513888.500000 Penalty: 3335.377197
	Iteration 6Q: 3 clusters Score -3513888 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3514235.000000 Penalty: 3335.377197
	Iteration 7Q: 3 clusters Score -3514235 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3514702.500000 Penalty: 3335.377197
	Iteration 8Q: 3 clusters Score -3514702 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -3515334.750000 Penalty: 3335.377197
	Iteration 9Q: 3 clusters Score -3515335 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3516124.750000 Penalty: 3335.377197
	Iteration 10Q: 3 clusters Score -3516125 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -3517009.250000 Penalty: 3335.377197
	Iteration 11Q: 3 clusters Score -3517009 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3517800.250000 Penalty: 3335.377197
	Iteration 12Q: 3 clusters Score -3517800 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3518522.250000 Penalty: 3335.377197
	Iteration 13Q: 3 clusters Score -3518522 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3519107.250000 Penalty: 3335.377197
	Iteration 14Q: 3 clusters Score -3519107 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3519610.500000 Penalty: 3335.377197
	Iteration 15Q: 3 clusters Score -3519610 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3520027.500000 Penalty: 3335.377197
	Iteration 16Q: 3 clusters Score -3520028 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3520450.500000 Penalty: 3335.377197
	Iteration 17Q: 3 clusters Score -3520450 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3520859.000000 Penalty: 3335.377197
	Iteration 18Q: 3 clusters Score -3520859 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3521243.000000 Penalty: 3335.377197
	Iteration 19Q: 3 clusters Score -3521243 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3521649.250000 Penalty: 3335.377197
	Iteration 20F: 3 clusters Score -3521649 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -3522052.000000 Penalty: 3335.377197
	Iteration 21Q: 3 clusters Score -3522052 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3522402.500000 Penalty: 3335.377197
	Iteration 22Q: 3 clusters Score -3522402 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3522656.500000 Penalty: 3335.377197
	Iteration 23Q: 3 clusters Score -3522656 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3522842.000000 Penalty: 3335.377197
	Iteration 24Q: 3 clusters Score -3522842 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3522948.500000 Penalty: 3335.377197
	Iteration 25Q: 3 clusters Score -3522948 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3523014.750000 Penalty: 3335.377197
	Iteration 26Q: 3 clusters Score -3523015 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3523044.250000 Penalty: 3335.377197
	Iteration 27Q: 3 clusters Score -3523044 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3523059.250000 Penalty: 3335.377197
	Iteration 28Q: 3 clusters Score -3523059 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3523085.000000 Penalty: 3335.377197
	Iteration 29Q: 3 clusters Score -3523085 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3523099.250000 Penalty: 3335.377197
	Iteration 30Q: 3 clusters Score -3523099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3523101.250000 Penalty: 3335.377197
	Iteration 31Q: 3 clusters Score -3523101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3523098.000000 Penalty: 3335.377197
	Iteration 32Q: 3 clusters Score -3523098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3523103.000000 Penalty: 3335.377197
	Iteration 33Q: 3 clusters Score -3523103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3523102.000000 Penalty: 3335.377197
	Iteration 34Q: 3 clusters Score -3523102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3523107.000000 Penalty: 3335.377197
	Iteration 35Q: 3 clusters Score -3523107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3523111.000000 Penalty: 3335.377197
	Iteration 36Q: 3 clusters Score -3523111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3523111.750000 Penalty: 3335.377197
	Iteration 37Q: 3 clusters Score -3523112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3523110.750000 Penalty: 3335.377197
	Iteration 38Q: 3 clusters Score -3523111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3523112.750000 Penalty: 3335.377197
	Iteration 39Q: 3 clusters Score -3523113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3523111.750000 Penalty: 3335.377197
	Iteration 40F: 3 clusters Score -3523112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3523116.000000 Penalty: 3335.377197
	Iteration 41Q: 3 clusters Score -3523116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3523112.250000 Penalty: 3335.377197
	Iteration 42Q: 3 clusters Score -3523112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -3523115.500000 Penalty: 3335.377197
	Iteration 43Q: 3 clusters Score -3523116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3523113.250000 Penalty: 3335.377197
	Iteration 44Q: 3 clusters Score -3523113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3523110.250000 Penalty: 3335.377197
	Iteration 45Q: 3 clusters Score -3523110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3523120.750000 Penalty: 3335.377197
	Iteration 46Q: 3 clusters Score -3523121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3523122.750000 Penalty: 3335.377197
	Iteration 47Q: 3 clusters Score -3523123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3523126.000000 Penalty: 3335.377197
	Iteration 48Q: 3 clusters Score -3523126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -3523126.250000 Penalty: 3335.377197
	Iteration 49Q: 3 clusters Score -3523126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -3523126.250000 Penalty: 3335.377197
	Iteration 50Q: 3 clusters Score -3523126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3523125.750000 Penalty: 3335.377197
	Iteration 51Q: 3 clusters Score -3523126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3523125.250000 Penalty: 3335.377197
	Iteration 52Q: 3 clusters Score -3523125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -3523122.000000 Penalty: 3335.377197
	Iteration 53Q: 3 clusters Score -3523122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3523125.000000 Penalty: 3335.377197
	Iteration 54Q: 3 clusters Score -3523125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3523121.000000 Penalty: 3335.377197
	Iteration 55Q: 3 clusters Score -3523121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3523121.500000 Penalty: 3335.377197
	Iteration 56Q: 3 clusters Score -3523122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3523121.500000 Penalty: 3335.377197
	Iteration 57Q: 3 clusters Score -3523122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3523121.250000 Penalty: 3335.377197
	Iteration 58Q: 3 clusters Score -3523121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3523121.250000 Penalty: 3335.377197
	Iteration 59F: 3 clusters Score -3523121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Entering Unmasked Estep 
Score: -1015165.125000 Penalty: 1474.386108
	Iteration 0F: 2 clusters Score -1015165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1008885.625000 Penalty: 2948.772217
	Iteration 0F: 3 clusters Score -1008886 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1010880.562500 Penalty: 2948.772217
	Iteration 1F: 3 clusters Score -1010881 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1011157.500000 Penalty: 2948.772217
	Iteration 2F: 3 clusters Score -1011158 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1011406.875000 Penalty: 2948.772217
	Iteration 3F: 3 clusters Score -1011407 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1011687.062500 Penalty: 2948.772217
	Iteration 4F: 3 clusters Score -1011687 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1011987.875000 Penalty: 2948.772217
	Iteration 5F: 3 clusters Score -1011988 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1012364.750000 Penalty: 2948.772217
	Iteration 6F: 3 clusters Score -1012365 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1012775.000000 Penalty: 2948.772217
	Iteration 7F: 3 clusters Score -1012775 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1013177.500000 Penalty: 2948.772217
	Iteration 8F: 3 clusters Score -1013178 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1013549.500000 Penalty: 2948.772217
	Iteration 9F: 3 clusters Score -1013550 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1013869.875000 Penalty: 2948.772217
	Iteration 10Q: 3 clusters Score -1013870 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1014087.000000 Penalty: 2948.772217
	Iteration 11Q: 3 clusters Score -1014087 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1014237.187500 Penalty: 2948.772217
	Iteration 12Q: 3 clusters Score -1014237 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1014349.500000 Penalty: 2948.772217
	Iteration 13Q: 3 clusters Score -1014350 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1014428.687500 Penalty: 2948.772217
	Iteration 14Q: 3 clusters Score -1014429 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1014500.937500 Penalty: 2948.772217
	Iteration 15Q: 3 clusters Score -1014501 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1014560.125000 Penalty: 2948.772217
	Iteration 16Q: 3 clusters Score -1014560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1014602.375000 Penalty: 2948.772217
	Iteration 17Q: 3 clusters Score -1014602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1014642.812500 Penalty: 2948.772217
	Iteration 18Q: 3 clusters Score -1014643 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1014671.625000 Penalty: 2948.772217
	Iteration 19Q: 3 clusters Score -1014672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1014697.250000 Penalty: 2948.772217
	Iteration 20F: 3 clusters Score -1014697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1014714.562500 Penalty: 2948.772217
	Iteration 21Q: 3 clusters Score -1014715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1014735.750000 Penalty: 2948.772217
	Iteration 22Q: 3 clusters Score -1014736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1014754.250000 Penalty: 2948.772217
	Iteration 23Q: 3 clusters Score -1014754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1014763.000000 Penalty: 2948.772217
	Iteration 24Q: 3 clusters Score -1014763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1014771.312500 Penalty: 2948.772217
	Iteration 25Q: 3 clusters Score -1014771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1014776.625000 Penalty: 2948.772217
	Iteration 26Q: 3 clusters Score -1014777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1014779.250000 Penalty: 2948.772217
	Iteration 27Q: 3 clusters Score -1014779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1014782.375000 Penalty: 2948.772217
	Iteration 28Q: 3 clusters Score -1014782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1014786.562500 Penalty: 2948.772217
	Iteration 29Q: 3 clusters Score -1014787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1014790.812500 Penalty: 2948.772217
	Iteration 30Q: 3 clusters Score -1014791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1014796.250000 Penalty: 2948.772217
	Iteration 31Q: 3 clusters Score -1014796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1014800.062500 Penalty: 2948.772217
	Iteration 32Q: 3 clusters Score -1014800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1014799.875000 Penalty: 2948.772217
	Iteration 33Q: 3 clusters Score -1014800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1014799.875000 Penalty: 2948.772217
	Iteration 34F: 3 clusters Score -1014800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Entering Unmasked Estep 
Score: -4081815.750000 Penalty: 1692.621460
	Iteration 0F: 2 clusters Score -4081816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -4060380.000000 Penalty: 3385.242920
	Iteration 0F: 3 clusters Score -4060380 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4069262.250000 Penalty: 3385.242920
	Iteration 1F: 3 clusters Score -4069262 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -4069878.000000 Penalty: 3385.242920
	Iteration 2Q: 3 clusters Score -4069878 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -4070529.250000 Penalty: 3385.242920
	Iteration 3Q: 3 clusters Score -4070529 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4071389.250000 Penalty: 3385.242920
	Iteration 4Q: 3 clusters Score -4071389 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -4072419.750000 Penalty: 3385.242920
	Iteration 5F: 3 clusters Score -4072420 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -4073601.750000 Penalty: 3385.242920
	Iteration 6F: 3 clusters Score -4073602 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -4074846.250000 Penalty: 3385.242920
	Iteration 7F: 3 clusters Score -4074846 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4076037.000000 Penalty: 3385.242920
	Iteration 8F: 3 clusters Score -4076037 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -4076957.000000 Penalty: 3385.242920
	Iteration 9Q: 3 clusters Score -4076957 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4077496.500000 Penalty: 3385.242920
	Iteration 10Q: 3 clusters Score -4077496 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -4077948.000000 Penalty: 3385.242920
	Iteration 11Q: 3 clusters Score -4077948 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -4078246.250000 Penalty: 3385.242920
	Iteration 12Q: 3 clusters Score -4078246 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -4078478.750000 Penalty: 3385.242920
	Iteration 13Q: 3 clusters Score -4078479 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4078672.500000 Penalty: 3385.242920
	Iteration 14Q: 3 clusters Score -4078672 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -4078905.750000 Penalty: 3385.242920
	Iteration 15Q: 3 clusters Score -4078906 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -4079085.500000 Penalty: 3385.242920
	Iteration 16Q: 3 clusters Score -4079086 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -4079208.000000 Penalty: 3385.242920
	Iteration 17Q: 3 clusters Score -4079208 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -4079336.750000 Penalty: 3385.242920
	Iteration 18Q: 3 clusters Score -4079337 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -4079462.000000 Penalty: 3385.242920
	Iteration 19Q: 3 clusters Score -4079462 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -4079570.750000 Penalty: 3385.242920
	Iteration 20F: 3 clusters Score -4079571 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -4079659.000000 Penalty: 3385.242920
	Iteration 21Q: 3 clusters Score -4079659 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -4079714.250000 Penalty: 3385.242920
	Iteration 22Q: 3 clusters Score -4079714 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4079789.750000 Penalty: 3385.242920
	Iteration 23Q: 3 clusters Score -4079790 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -4079835.500000 Penalty: 3385.242920
	Iteration 24Q: 3 clusters Score -4079836 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4079892.750000 Penalty: 3385.242920
	Iteration 25Q: 3 clusters Score -4079893 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -4079940.750000 Penalty: 3385.242920
	Iteration 26Q: 3 clusters Score -4079941 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -4079959.000000 Penalty: 3385.242920
	Iteration 27Q: 3 clusters Score -4079959 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4079986.250000 Penalty: 3385.242920
	Iteration 28Q: 3 clusters Score -4079986 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4080008.000000 Penalty: 3385.242920
	Iteration 29Q: 3 clusters Score -4080008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4080062.000000 Penalty: 3385.242920
	Iteration 30Q: 3 clusters Score -4080062 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4080123.250000 Penalty: 3385.242920
	Iteration 31Q: 3 clusters Score -4080123 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -4080178.750000 Penalty: 3385.242920
	Iteration 32Q: 3 clusters Score -4080179 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4080206.250000 Penalty: 3385.242920
	Iteration 33Q: 3 clusters Score -4080206 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4080247.500000 Penalty: 3385.242920
	Iteration 34Q: 3 clusters Score -4080248 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4080287.250000 Penalty: 3385.242920
	Iteration 35Q: 3 clusters Score -4080287 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4080311.750000 Penalty: 3385.242920
	Iteration 36Q: 3 clusters Score -4080312 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4080351.500000 Penalty: 3385.242920
	Iteration 37Q: 3 clusters Score -4080352 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4080364.250000 Penalty: 3385.242920
	Iteration 38Q: 3 clusters Score -4080364 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4080407.250000 Penalty: 3385.242920
	Iteration 39Q: 3 clusters Score -4080407 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4080421.500000 Penalty: 3385.242920
	Iteration 40F: 3 clusters Score -4080422 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4080435.750000 Penalty: 3385.242920
	Iteration 41Q: 3 clusters Score -4080436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4080458.250000 Penalty: 3385.242920
	Iteration 42Q: 3 clusters Score -4080458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4080469.500000 Penalty: 3385.242920
	Iteration 43Q: 3 clusters Score -4080470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4080490.250000 Penalty: 3385.242920
	Iteration 44Q: 3 clusters Score -4080490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4080499.000000 Penalty: 3385.242920
	Iteration 45Q: 3 clusters Score -4080499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4080500.000000 Penalty: 3385.242920
	Iteration 46Q: 3 clusters Score -4080500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4080502.750000 Penalty: 3385.242920
	Iteration 47Q: 3 clusters Score -4080503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4080516.000000 Penalty: 3385.242920
	Iteration 48Q: 3 clusters Score -4080516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4080521.750000 Penalty: 3385.242920
	Iteration 49Q: 3 clusters Score -4080522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4080523.250000 Penalty: 3385.242920
	Iteration 50Q: 3 clusters Score -4080523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4080521.750000 Penalty: 3385.242920
	Iteration 51Q: 3 clusters Score -4080522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4080526.250000 Penalty: 3385.242920
	Iteration 52Q: 3 clusters Score -4080526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4080515.500000 Penalty: 3385.242920
	Iteration 53Q: 3 clusters Score -4080516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4080523.750000 Penalty: 3385.242920
	Iteration 54Q: 3 clusters Score -4080524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4080530.750000 Penalty: 3385.242920
	Iteration 55Q: 3 clusters Score -4080531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4080534.000000 Penalty: 3385.242920
	Iteration 56Q: 3 clusters Score -4080534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4080535.750000 Penalty: 3385.242920
	Iteration 57Q: 3 clusters Score -4080536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4080536.000000 Penalty: 3385.242920
	Iteration 58Q: 3 clusters Score -4080536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4080541.750000 Penalty: 3385.242920
	Iteration 59Q: 3 clusters Score -4080542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4080544.000000 Penalty: 3385.242920
	Iteration 60F: 3 clusters Score -4080544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4080546.000000 Penalty: 3385.242920
	Iteration 61Q: 3 clusters Score -4080546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4080551.750000 Penalty: 3385.242920
	Iteration 62Q: 3 clusters Score -4080552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4080550.000000 Penalty: 3385.242920
	Iteration 63Q: 3 clusters Score -4080550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4080552.750000 Penalty: 3385.242920
	Iteration 64Q: 3 clusters Score -4080553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4080556.500000 Penalty: 3385.242920
	Iteration 65Q: 3 clusters Score -4080556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4080560.750000 Penalty: 3385.242920
	Iteration 66Q: 3 clusters Score -4080561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4080563.250000 Penalty: 3385.242920
	Iteration 67Q: 3 clusters Score -4080563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4080559.750000 Penalty: 3385.242920
	Iteration 68Q: 3 clusters Score -4080560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4080559.000000 Penalty: 3385.242920
	Iteration 69Q: 3 clusters Score -4080559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4080559.750000 Penalty: 3385.242920
	Iteration 70Q: 3 clusters Score -4080560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4080562.750000 Penalty: 3385.242920
	Iteration 71Q: 3 clusters Score -4080563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4080563.000000 Penalty: 3385.242920
	Iteration 72Q: 3 clusters Score -4080563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4080562.500000 Penalty: 3385.242920
	Iteration 73Q: 3 clusters Score -4080562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4080566.500000 Penalty: 3385.242920
	Iteration 74Q: 3 clusters Score -4080566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4080561.500000 Penalty: 3385.242920
	Iteration 75Q: 3 clusters Score -4080562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4080570.250000 Penalty: 3385.242920
	Iteration 76Q: 3 clusters Score -4080570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4080568.250000 Penalty: 3385.242920
	Iteration 77Q: 3 clusters Score -4080568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4080571.000000 Penalty: 3385.242920
	Iteration 78Q: 3 clusters Score -4080571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4080571.000000 Penalty: 3385.242920
	Iteration 79Q: 3 clusters Score -4080571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4080574.750000 Penalty: 3385.242920
	Iteration 80F: 3 clusters Score -4080575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4080570.250000 Penalty: 3385.242920
	Iteration 81Q: 3 clusters Score -4080570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4080566.250000 Penalty: 3385.242920
	Iteration 82Q: 3 clusters Score -4080566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4080572.500000 Penalty: 3385.242920
	Iteration 83Q: 3 clusters Score -4080572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4080571.250000 Penalty: 3385.242920
	Iteration 84Q: 3 clusters Score -4080571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4080570.250000 Penalty: 3385.242920
	Iteration 85Q: 3 clusters Score -4080570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4080571.500000 Penalty: 3385.242920
	Iteration 86Q: 3 clusters Score -4080572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4080574.000000 Penalty: 3385.242920
	Iteration 87Q: 3 clusters Score -4080574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4080570.750000 Penalty: 3385.242920
	Iteration 88Q: 3 clusters Score -4080571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4080575.750000 Penalty: 3385.242920
	Iteration 89Q: 3 clusters Score -4080576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4080574.000000 Penalty: 3385.242920
	Iteration 90Q: 3 clusters Score -4080574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4080573.000000 Penalty: 3385.242920
	Iteration 91Q: 3 clusters Score -4080573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4080574.250000 Penalty: 3385.242920
	Iteration 92Q: 3 clusters Score -4080574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4080576.000000 Penalty: 3385.242920
	Iteration 93Q: 3 clusters Score -4080576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4080575.500000 Penalty: 3385.242920
	Iteration 94Q: 3 clusters Score -4080576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4080575.500000 Penalty: 3385.242920
	Iteration 95F: 3 clusters Score -4080576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Entering Unmasked Estep 
Score: -3402845.000000 Penalty: 1664.103638
	Iteration 0F: 2 clusters Score -3402845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3384845.750000 Penalty: 3328.207275
	Iteration 0F: 3 clusters Score -3384846 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3391752.750000 Penalty: 3328.207275
	Iteration 1F: 3 clusters Score -3391753 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3392099.250000 Penalty: 3328.207275
	Iteration 2Q: 3 clusters Score -3392099 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3392438.500000 Penalty: 3328.207275
	Iteration 3Q: 3 clusters Score -3392438 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3392868.500000 Penalty: 3328.207275
	Iteration 4Q: 3 clusters Score -3392868 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3393429.500000 Penalty: 3328.207275
	Iteration 5Q: 3 clusters Score -3393430 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3394208.750000 Penalty: 3328.207275
	Iteration 6Q: 3 clusters Score -3394209 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3395286.500000 Penalty: 3328.207275
	Iteration 7F: 3 clusters Score -3395286 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3396553.500000 Penalty: 3328.207275
	Iteration 8F: 3 clusters Score -3396554 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3397835.250000 Penalty: 3328.207275
	Iteration 9F: 3 clusters Score -3397835 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -3398955.500000 Penalty: 3328.207275
	Iteration 10F: 3 clusters Score -3398956 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3399787.250000 Penalty: 3328.207275
	Iteration 11Q: 3 clusters Score -3399787 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3400384.750000 Penalty: 3328.207275
	Iteration 12Q: 3 clusters Score -3400385 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3400806.250000 Penalty: 3328.207275
	Iteration 13Q: 3 clusters Score -3400806 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3401134.750000 Penalty: 3328.207275
	Iteration 14Q: 3 clusters Score -3401135 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3401349.750000 Penalty: 3328.207275
	Iteration 15Q: 3 clusters Score -3401350 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3401484.750000 Penalty: 3328.207275
	Iteration 16Q: 3 clusters Score -3401485 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3401559.000000 Penalty: 3328.207275
	Iteration 17Q: 3 clusters Score -3401559 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3401635.250000 Penalty: 3328.207275
	Iteration 18Q: 3 clusters Score -3401635 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3401671.250000 Penalty: 3328.207275
	Iteration 19Q: 3 clusters Score -3401671 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3401693.000000 Penalty: 3328.207275
	Iteration 20F: 3 clusters Score -3401693 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3401707.250000 Penalty: 3328.207275
	Iteration 21Q: 3 clusters Score -3401707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3401718.250000 Penalty: 3328.207275
	Iteration 22Q: 3 clusters Score -3401718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3401721.750000 Penalty: 3328.207275
	Iteration 23Q: 3 clusters Score -3401722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3401727.250000 Penalty: 3328.207275
	Iteration 24Q: 3 clusters Score -3401727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3401736.500000 Penalty: 3328.207275
	Iteration 25Q: 3 clusters Score -3401736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3401743.750000 Penalty: 3328.207275
	Iteration 26Q: 3 clusters Score -3401744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3401752.500000 Penalty: 3328.207275
	Iteration 27Q: 3 clusters Score -3401752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3401757.750000 Penalty: 3328.207275
	Iteration 28Q: 3 clusters Score -3401758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3401760.250000 Penalty: 3328.207275
	Iteration 29Q: 3 clusters Score -3401760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3401755.500000 Penalty: 3328.207275
	Iteration 30Q: 3 clusters Score -3401756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3401758.500000 Penalty: 3328.207275
	Iteration 31Q: 3 clusters Score -3401758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3401757.000000 Penalty: 3328.207275
	Iteration 32Q: 3 clusters Score -3401757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3401757.250000 Penalty: 3328.207275
	Iteration 33Q: 3 clusters Score -3401757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3401757.500000 Penalty: 3328.207275
	Iteration 34Q: 3 clusters Score -3401758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3401754.500000 Penalty: 3328.207275
	Iteration 35Q: 3 clusters Score -3401754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3401758.250000 Penalty: 3328.207275
	Iteration 36Q: 3 clusters Score -3401758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3401754.750000 Penalty: 3328.207275
	Iteration 37Q: 3 clusters Score -3401755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3401755.750000 Penalty: 3328.207275
	Iteration 38Q: 3 clusters Score -3401756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3401754.750000 Penalty: 3328.207275
	Iteration 39Q: 3 clusters Score -3401755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3401755.000000 Penalty: 3328.207275
	Iteration 40F: 3 clusters Score -3401755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3401754.250000 Penalty: 3328.207275
	Iteration 41Q: 3 clusters Score -3401754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3401752.750000 Penalty: 3328.207275
	Iteration 42Q: 3 clusters Score -3401753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3401750.250000 Penalty: 3328.207275
	Iteration 43Q: 3 clusters Score -3401750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3401752.000000 Penalty: 3328.207275
	Iteration 44Q: 3 clusters Score -3401752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3401752.000000 Penalty: 3328.207275
	Iteration 45F: 3 clusters Score -3401752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -171174.203125 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -171174.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -169413.203125 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -169413.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -169729.343750 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -169729.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -169796.968750 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -169797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -169844.546875 Penalty: 2371.334473
	Iteration 3Q: 3 clusters Score -169844.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -169881.046875 Penalty: 2371.334473
	Iteration 4Q: 3 clusters Score -169881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -169905.312500 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -169905.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -169922.156250 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -169922.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -169932.234375 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -169932.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -169940.187500 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -169940.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -169949.109375 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -169949.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -169956.531250 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -169956.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -169966.406250 Penalty: 2371.334473
	Iteration 11Q: 3 clusters Score -169966.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -169979.187500 Penalty: 2371.334473
	Iteration 12Q: 3 clusters Score -169979.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -169994.421875 Penalty: 2371.334473
	Iteration 13Q: 3 clusters Score -169994.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -170006.328125 Penalty: 2371.334473
	Iteration 14Q: 3 clusters Score -170006.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -170016.843750 Penalty: 2371.334473
	Iteration 15Q: 3 clusters Score -170016.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -170025.890625 Penalty: 2371.334473
	Iteration 16Q: 3 clusters Score -170025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170029.265625 Penalty: 2371.334473
	Iteration 17Q: 3 clusters Score -170029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -170032.515625 Penalty: 2371.334473
	Iteration 18Q: 3 clusters Score -170032.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170038.750000 Penalty: 2371.334473
	Iteration 19Q: 3 clusters Score -170038.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -170048.953125 Penalty: 2371.334473
	Iteration 20F: 3 clusters Score -170049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -170054.968750 Penalty: 2371.334473
	Iteration 21Q: 3 clusters Score -170055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -170058.218750 Penalty: 2371.334473
	Iteration 22Q: 3 clusters Score -170058.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -170061.359375 Penalty: 2371.334473
	Iteration 23Q: 3 clusters Score -170061.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170065.093750 Penalty: 2371.334473
	Iteration 24Q: 3 clusters Score -170065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -170067.031250 Penalty: 2371.334473
	Iteration 25Q: 3 clusters Score -170067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -170068.578125 Penalty: 2371.334473
	Iteration 26Q: 3 clusters Score -170068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -170070.937500 Penalty: 2371.334473
	Iteration 27Q: 3 clusters Score -170070.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -170073.187500 Penalty: 2371.334473
	Iteration 28Q: 3 clusters Score -170073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170073.359375 Penalty: 2371.334473
	Iteration 29Q: 3 clusters Score -170073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -170074.296875 Penalty: 2371.334473
	Iteration 30Q: 3 clusters Score -170074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170074.500000 Penalty: 2371.334473
	Iteration 31Q: 3 clusters Score -170074.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -170074.640625 Penalty: 2371.334473
	Iteration 32Q: 3 clusters Score -170074.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -170074.640625 Penalty: 2371.334473
	Iteration 33F: 3 clusters Score -170074.6 nChanged 0
--- Evaluating fit on full set of 659042 points ---
Entering Unmasked Estep 
Score: -79324048.000000 Penalty: 28304.419922
24->14 Clusters: Score -79324048.000000, best is -79362744.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 219680 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9137 members 
Mstep: Class 3 contains 9040 members 
Mstep: Class 4 contains 9169 members 
Mstep: Class 5 contains 9228 members 
Mstep: Class 6 contains 9172 members 
Mstep: Class 7 contains 9091 members 
Mstep: Class 8 contains 9135 members 
Mstep: Class 9 contains 9188 members 
Mstep: Class 10 contains 9025 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 9334 members 
Mstep: Class 13 contains 9236 members 
Mstep: Class 14 contains 9040 members 
Mstep: Class 15 contains 9204 members 
Mstep: Class 16 contains 9236 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 9211 members 
Mstep: Class 19 contains 9113 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 9271 members 
Mstep: Class 22 contains 9171 members 
Mstep: Class 23 contains 9152 members 
Mstep: Class 24 contains 9119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 34.252228 but Gain 1998.738281
Score: -25515544.000000 Penalty: 45970.976562
Iteration 0F: 24 clusters Score -2.551554e+07 nChanged 209501
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 1128 members 
Mstep: Class 5 contains 3133 members 
Mstep: Class 6 contains 2171 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 21045 members 
Mstep: Class 9 contains 689 members 
Mstep: Class 10 contains 16810 members 
Mstep: Class 11 contains 99719 members 
Mstep: Class 12 contains 27002 members 
Mstep: Class 13 contains 5510 members 
Mstep: Class 14 contains 690 members 
Mstep: Class 15 contains 4715 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 3758 members 
Mstep: Class 21 contains 6981 members 
Mstep: Class 22 contains 7489 members 
Mstep: Class 23 contains 4218 members 
Mstep: Class 24 contains 5725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 258.652527 but Gain 1998.738281
Score: -26141406.000000 Penalty: 43972.238281
Iteration 1F: 23 clusters Score -2.614141e+07 nChanged 67946
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 1550 members 
Mstep: Class 8 contains 24643 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 13721 members 
Mstep: Class 11 contains 99554 members 
Mstep: Class 12 contains 37464 members 
Mstep: Class 13 contains 3874 members 
Mstep: Class 14 contains 231 members 
Mstep: Class 15 contains 3307 members 
Mstep: Class 17 contains 674 members 
Mstep: Class 18 contains 1229 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 5493 members 
Mstep: Class 22 contains 9108 members 
Mstep: Class 23 contains 2417 members 
Mstep: Class 24 contains 7997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 305.971893 but Gain 1998.738281
Score: -26227738.000000 Penalty: 41973.500000
Iteration 2F: 22 clusters Score -2.622774e+07 nChanged 43242
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 504 members 
Mstep: Class 5 contains 2472 members 
Mstep: Class 6 contains 541 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 8 contains 31640 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 12415 members 
Mstep: Class 11 contains 86920 members 
Mstep: Class 12 contains 44268 members 
Mstep: Class 13 contains 3075 members 
Mstep: Class 15 contains 3213 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 11545 members 
Mstep: Class 23 contains 1621 members 
Mstep: Class 24 contains 10144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 540.184875 but Gain 1998.738281
Score: -26268554.000000 Penalty: 39974.761719
Iteration 3F: 21 clusters Score -2.626855e+07 nChanged 38939
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 41884 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 13168 members 
Mstep: Class 11 contains 76726 members 
Mstep: Class 12 contains 39944 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 18 contains 700 members 
Mstep: Class 19 contains 432 members 
Mstep: Class 20 contains 1910 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 16001 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 11536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 600.675476 but Gain 1998.738281
Score: -26297528.000000 Penalty: 37976.023438
Iteration 4F: 20 clusters Score -2.629753e+07 nChanged 32154
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 654 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 48553 members 
Mstep: Class 9 contains 299 members 
Mstep: Class 10 contains 15693 members 
Mstep: Class 11 contains 68722 members 
Mstep: Class 12 contains 34936 members 
Mstep: Class 13 contains 2378 members 
Mstep: Class 15 contains 3106 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 5145 members 
Mstep: Class 22 contains 20605 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 12493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 632.380188 but Gain 1998.738281
Score: -26314366.000000 Penalty: 35977.285156
Iteration 5F: 19 clusters Score -2.631437e+07 nChanged 25421
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 48511 members 
Mstep: Class 9 contains 238 members 
Mstep: Class 10 contains 19465 members 
Mstep: Class 11 contains 64977 members 
Mstep: Class 12 contains 31288 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 5476 members 
Mstep: Class 22 contains 24721 members 
Mstep: Class 23 contains 809 members 
Mstep: Class 24 contains 13191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 833.994812 but Gain 1998.738281
Score: -26333866.000000 Penalty: 33978.546875
Iteration 6F: 18 clusters Score -2.633387e+07 nChanged 21239
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 892 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 47478 members 
Mstep: Class 9 contains 162 members 
Mstep: Class 10 contains 23667 members 
Mstep: Class 11 contains 62144 members 
Mstep: Class 12 contains 27625 members 
Mstep: Class 13 contains 1839 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 1382 members 
Mstep: Class 21 contains 5864 members 
Mstep: Class 22 contains 28351 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 13902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 860.218994 but Gain 1998.738281
Score: -26351822.000000 Penalty: 31979.808594
Iteration 7F: 17 clusters Score -2.635182e+07 nChanged 19167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 5 contains 986 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 8 contains 45790 members 
Mstep: Class 9 contains 133 members 
Mstep: Class 10 contains 28807 members 
Mstep: Class 11 contains 58877 members 
Mstep: Class 12 contains 24589 members 
Mstep: Class 13 contains 1806 members 
Mstep: Class 15 contains 2875 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 1277 members 
Mstep: Class 21 contains 6182 members 
Mstep: Class 22 contains 31394 members 
Mstep: Class 23 contains 680 members 
Mstep: Class 24 contains 14508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 906.756592 but Gain 1998.736328
Score: -26367846.000000 Penalty: 29981.072266
Iteration 8F: 16 clusters Score -2.636785e+07 nChanged 18484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 5 contains 744 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 8 contains 43742 members 
Mstep: Class 9 contains 116 members 
Mstep: Class 10 contains 35244 members 
Mstep: Class 11 contains 54898 members 
Mstep: Class 12 contains 22030 members 
Mstep: Class 13 contains 1882 members 
Mstep: Class 15 contains 2883 members 
Mstep: Class 19 contains 434 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 6323 members 
Mstep: Class 22 contains 33652 members 
Mstep: Class 24 contains 15202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1212.165283 but Gain 1998.738281
Score: -26380840.000000 Penalty: 27982.333984
Iteration 9F: 15 clusters Score -2.638084e+07 nChanged 18901
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 8 contains 41806 members 
Mstep: Class 9 contains 115 members 
Mstep: Class 10 contains 42141 members 
Mstep: Class 11 contains 50277 members 
Mstep: Class 12 contains 20112 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 15 contains 2872 members 
Mstep: Class 19 contains 522 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 34948 members 
Mstep: Class 24 contains 15764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1092.552124 but Gain 1998.738281
Score: -26389094.000000 Penalty: 25983.595703
Iteration 10F: 14 clusters Score -2.638909e+07 nChanged 18769
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 403 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 8 contains 41325 members 
Mstep: Class 9 contains 114 members 
Mstep: Class 10 contains 46327 members 
Mstep: Class 11 contains 46621 members 
Mstep: Class 12 contains 19609 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 21 contains 6469 members 
Mstep: Class 22 contains 35575 members 
Mstep: Class 24 contains 16232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26395076.000000 Penalty: 25983.595703
Iteration 11F: 14 clusters Score -2.639508e+07 nChanged 13852
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 8 contains 41854 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 46415 members 
Mstep: Class 11 contains 44756 members 
Mstep: Class 12 contains 20043 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 35293 members 
Mstep: Class 24 contains 16620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26401144.000000 Penalty: 25983.595703
Iteration 12F: 14 clusters Score -2.640114e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 1438 members 
Mstep: Class 8 contains 42585 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 44961 members 
Mstep: Class 11 contains 43886 members 
Mstep: Class 12 contains 21025 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 15 contains 2835 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 34668 members 
Mstep: Class 24 contains 16944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26404638.000000 Penalty: 25983.595703
Iteration 13Q: 14 clusters Score -2.640464e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 8 contains 42942 members 
Mstep: Class 9 contains 131 members 
Mstep: Class 10 contains 43096 members 
Mstep: Class 11 contains 43442 members 
Mstep: Class 12 contains 22463 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 15 contains 2905 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 33924 members 
Mstep: Class 24 contains 17253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26407738.000000 Penalty: 25983.595703
Iteration 14Q: 14 clusters Score -2.640774e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 1473 members 
Mstep: Class 8 contains 42958 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 41327 members 
Mstep: Class 11 contains 42930 members 
Mstep: Class 12 contains 24180 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 15 contains 2959 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 33223 members 
Mstep: Class 24 contains 17524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26410736.000000 Penalty: 25983.595703
Iteration 15Q: 14 clusters Score -2.641074e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 8 contains 42809 members 
Mstep: Class 9 contains 134 members 
Mstep: Class 10 contains 39757 members 
Mstep: Class 11 contains 42118 members 
Mstep: Class 12 contains 26328 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 21 contains 8692 members 
Mstep: Class 22 contains 32439 members 
Mstep: Class 24 contains 17764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26414444.000000 Penalty: 25983.595703
Iteration 16Q: 14 clusters Score -2.641444e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 8 contains 42464 members 
Mstep: Class 9 contains 135 members 
Mstep: Class 10 contains 38363 members 
Mstep: Class 11 contains 41245 members 
Mstep: Class 12 contains 28777 members 
Mstep: Class 13 contains 4609 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 21 contains 9123 members 
Mstep: Class 22 contains 31618 members 
Mstep: Class 24 contains 17961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26417664.000000 Penalty: 25983.595703
Iteration 17Q: 14 clusters Score -2.641766e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 8 contains 41981 members 
Mstep: Class 9 contains 136 members 
Mstep: Class 10 contains 36886 members 
Mstep: Class 11 contains 40379 members 
Mstep: Class 12 contains 31634 members 
Mstep: Class 13 contains 4888 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 21 contains 9568 members 
Mstep: Class 22 contains 30716 members 
Mstep: Class 24 contains 18077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26420294.000000 Penalty: 25983.595703
Iteration 18Q: 14 clusters Score -2.642029e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 8 contains 41667 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 35229 members 
Mstep: Class 11 contains 39387 members 
Mstep: Class 12 contains 34649 members 
Mstep: Class 13 contains 5131 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 21 contains 10009 members 
Mstep: Class 22 contains 29861 members 
Mstep: Class 24 contains 18161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26422892.000000 Penalty: 25983.595703
Iteration 19Q: 14 clusters Score -2.642289e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1600 members 
Mstep: Class 8 contains 41391 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 33532 members 
Mstep: Class 11 contains 38536 members 
Mstep: Class 12 contains 37421 members 
Mstep: Class 13 contains 5341 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 21 contains 10383 members 
Mstep: Class 22 contains 29231 members 
Mstep: Class 24 contains 18229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26424366.000000 Penalty: 25983.595703
Iteration 20F: 14 clusters Score -2.642437e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 8 contains 41273 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 31933 members 
Mstep: Class 11 contains 37816 members 
Mstep: Class 12 contains 39597 members 
Mstep: Class 13 contains 5544 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 21 contains 10835 members 
Mstep: Class 22 contains 28774 members 
Mstep: Class 24 contains 18258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26424930.000000 Penalty: 25983.595703
Iteration 21Q: 14 clusters Score -2.642493e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 8 contains 41311 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 30587 members 
Mstep: Class 11 contains 37194 members 
Mstep: Class 12 contains 40818 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 21 contains 11436 members 
Mstep: Class 22 contains 28620 members 
Mstep: Class 24 contains 18237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26424924.000000 Penalty: 25983.595703
Iteration 22Q: 14 clusters Score -2.642492e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 8 contains 41634 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 29654 members 
Mstep: Class 11 contains 36776 members 
Mstep: Class 12 contains 40855 members 
Mstep: Class 13 contains 6030 members 
Mstep: Class 15 contains 3096 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 21 contains 12096 members 
Mstep: Class 22 contains 28744 members 
Mstep: Class 24 contains 18204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26425552.000000 Penalty: 25983.595703
Iteration 23Q: 14 clusters Score -2.642555e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 8 contains 41920 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 29039 members 
Mstep: Class 11 contains 36524 members 
Mstep: Class 12 contains 40382 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 21 contains 12799 members 
Mstep: Class 22 contains 28919 members 
Mstep: Class 24 contains 18209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26426306.000000 Penalty: 25983.595703
Iteration 24Q: 14 clusters Score -2.642631e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 8 contains 42059 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 28678 members 
Mstep: Class 11 contains 36322 members 
Mstep: Class 12 contains 39713 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 21 contains 13581 members 
Mstep: Class 22 contains 29031 members 
Mstep: Class 24 contains 18230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26427314.000000 Penalty: 25983.595703
Iteration 25Q: 14 clusters Score -2.642731e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1620 members 
Mstep: Class 8 contains 42104 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 28440 members 
Mstep: Class 11 contains 36096 members 
Mstep: Class 12 contains 39150 members 
Mstep: Class 13 contains 6586 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 21 contains 14365 members 
Mstep: Class 22 contains 29041 members 
Mstep: Class 24 contains 18250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26428228.000000 Penalty: 25983.595703
Iteration 26Q: 14 clusters Score -2.642823e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 8 contains 42088 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 28274 members 
Mstep: Class 11 contains 35757 members 
Mstep: Class 12 contains 38704 members 
Mstep: Class 13 contains 6765 members 
Mstep: Class 15 contains 3055 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 21 contains 15195 members 
Mstep: Class 22 contains 28979 members 
Mstep: Class 24 contains 18280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26428876.000000 Penalty: 25983.595703
Iteration 27Q: 14 clusters Score -2.642888e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 8 contains 42077 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 28134 members 
Mstep: Class 11 contains 35403 members 
Mstep: Class 12 contains 38247 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 21 contains 16059 members 
Mstep: Class 22 contains 28895 members 
Mstep: Class 24 contains 18281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26429222.000000 Penalty: 25983.595703
Iteration 28Q: 14 clusters Score -2.642922e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 8 contains 42015 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 28007 members 
Mstep: Class 11 contains 35112 members 
Mstep: Class 12 contains 37806 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 21 contains 16902 members 
Mstep: Class 22 contains 28763 members 
Mstep: Class 24 contains 18304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26429478.000000 Penalty: 25983.595703
Iteration 29Q: 14 clusters Score -2.642948e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 8 contains 41977 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 27902 members 
Mstep: Class 11 contains 34776 members 
Mstep: Class 12 contains 37360 members 
Mstep: Class 13 contains 7346 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 21 contains 17762 members 
Mstep: Class 22 contains 28645 members 
Mstep: Class 24 contains 18318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26429944.000000 Penalty: 25983.595703
Iteration 30Q: 14 clusters Score -2.642994e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 8 contains 41926 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 27754 members 
Mstep: Class 11 contains 34459 members 
Mstep: Class 12 contains 36901 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 21 contains 18665 members 
Mstep: Class 22 contains 28535 members 
Mstep: Class 24 contains 18323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26430288.000000 Penalty: 25983.595703
Iteration 31Q: 14 clusters Score -2.643029e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 8 contains 41837 members 
Mstep: Class 9 contains 137 members 
Mstep: Class 10 contains 27591 members 
Mstep: Class 11 contains 34177 members 
Mstep: Class 12 contains 36495 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 21 contains 19618 members 
Mstep: Class 22 contains 28391 members 
Mstep: Class 24 contains 18317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26430776.000000 Penalty: 25983.595703
Iteration 32Q: 14 clusters Score -2.643078e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 8 contains 41731 members 
Mstep: Class 9 contains 137 members 
Mstep: Class 10 contains 27474 members 
Mstep: Class 11 contains 33890 members 
Mstep: Class 12 contains 36125 members 
Mstep: Class 13 contains 7798 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 21 contains 20512 members 
Mstep: Class 22 contains 28245 members 
Mstep: Class 24 contains 18320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26431150.000000 Penalty: 25983.595703
Iteration 33Q: 14 clusters Score -2.643115e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 8 contains 41596 members 
Mstep: Class 9 contains 137 members 
Mstep: Class 10 contains 27347 members 
Mstep: Class 11 contains 33604 members 
Mstep: Class 12 contains 35780 members 
Mstep: Class 13 contains 7931 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 21 contains 21448 members 
Mstep: Class 22 contains 28078 members 
Mstep: Class 24 contains 18325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26431580.000000 Penalty: 25983.595703
Iteration 34Q: 14 clusters Score -2.643158e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1599 members 
Mstep: Class 8 contains 41438 members 
Mstep: Class 9 contains 137 members 
Mstep: Class 10 contains 27216 members 
Mstep: Class 11 contains 33229 members 
Mstep: Class 12 contains 35470 members 
Mstep: Class 13 contains 8053 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 21 contains 22498 members 
Mstep: Class 22 contains 27891 members 
Mstep: Class 24 contains 18326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26432166.000000 Penalty: 25983.595703
Iteration 35Q: 14 clusters Score -2.643217e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 8 contains 41301 members 
Mstep: Class 9 contains 137 members 
Mstep: Class 10 contains 27014 members 
Mstep: Class 11 contains 32856 members 
Mstep: Class 12 contains 35188 members 
Mstep: Class 13 contains 8148 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 21 contains 23583 members 
Mstep: Class 22 contains 27705 members 
Mstep: Class 24 contains 18329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26432606.000000 Penalty: 25983.595703
Iteration 36Q: 14 clusters Score -2.643261e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1600 members 
Mstep: Class 8 contains 41160 members 
Mstep: Class 9 contains 137 members 
Mstep: Class 10 contains 26813 members 
Mstep: Class 11 contains 32401 members 
Mstep: Class 12 contains 34930 members 
Mstep: Class 13 contains 8251 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 21 contains 24715 members 
Mstep: Class 22 contains 27515 members 
Mstep: Class 24 contains 18328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26433334.000000 Penalty: 25983.595703
Iteration 37Q: 14 clusters Score -2.643333e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 8 contains 41033 members 
Mstep: Class 9 contains 137 members 
Mstep: Class 10 contains 26556 members 
Mstep: Class 11 contains 31915 members 
Mstep: Class 12 contains 34683 members 
Mstep: Class 13 contains 8348 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 21 contains 25914 members 
Mstep: Class 22 contains 27320 members 
Mstep: Class 24 contains 18350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434096.000000 Penalty: 25983.595703
Iteration 38Q: 14 clusters Score -2.64341e+07 nChanged 2452
Entering ConstructFrom: 
Score: -26434096.000000 Penalty: 25983.595703
Entering ConstructFrom: 
Trying to split cluster 5 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53331.648438 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53331.65 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 173 members 
Entering Unmasked Estep 
Score: -52404.250000 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52404.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52485.953125 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52485.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52499.285156 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52499.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52514.339844 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52514.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52523.367188 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52523.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52528.871094 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52528.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52533.136719 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -52533.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52534.988281 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -52534.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52535.808594 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -52535.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52535.808594 Penalty: 1881.737183
	Iteration 9F: 3 clusters Score -52535.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -185373.328125 Penalty: 1199.392822
	Iteration 0F: 2 clusters Score -185373.3 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 815 members 
Entering Unmasked Estep 
Score: -183556.140625 Penalty: 2398.785645
	Iteration 0F: 3 clusters Score -183556.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -183897.203125 Penalty: 2398.785645
	Iteration 1F: 3 clusters Score -183897.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -183980.421875 Penalty: 2398.785645
	Iteration 2F: 3 clusters Score -183980.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -184039.843750 Penalty: 2398.785645
	Iteration 3Q: 3 clusters Score -184039.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -184079.093750 Penalty: 2398.785645
	Iteration 4Q: 3 clusters Score -184079.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -184112.078125 Penalty: 2398.785645
	Iteration 5Q: 3 clusters Score -184112.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -184152.187500 Penalty: 2398.785645
	Iteration 6Q: 3 clusters Score -184152.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -184182.812500 Penalty: 2398.785645
	Iteration 7Q: 3 clusters Score -184182.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -184205.234375 Penalty: 2398.785645
	Iteration 8Q: 3 clusters Score -184205.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -184222.328125 Penalty: 2398.785645
	Iteration 9Q: 3 clusters Score -184222.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -184239.718750 Penalty: 2398.785645
	Iteration 10Q: 3 clusters Score -184239.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -184254.859375 Penalty: 2398.785645
	Iteration 11Q: 3 clusters Score -184254.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -184271.687500 Penalty: 2398.785645
	Iteration 12Q: 3 clusters Score -184271.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -184284.578125 Penalty: 2398.785645
	Iteration 13Q: 3 clusters Score -184284.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -184293.562500 Penalty: 2398.785645
	Iteration 14Q: 3 clusters Score -184293.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -184299.218750 Penalty: 2398.785645
	Iteration 15Q: 3 clusters Score -184299.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -184304.234375 Penalty: 2398.785645
	Iteration 16Q: 3 clusters Score -184304.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -184309.453125 Penalty: 2398.785645
	Iteration 17Q: 3 clusters Score -184309.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -184312.281250 Penalty: 2398.785645
	Iteration 18Q: 3 clusters Score -184312.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -184314.156250 Penalty: 2398.785645
	Iteration 19Q: 3 clusters Score -184314.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -184318.375000 Penalty: 2398.785645
	Iteration 20F: 3 clusters Score -184318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -184320.406250 Penalty: 2398.785645
	Iteration 21Q: 3 clusters Score -184320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -184322.296875 Penalty: 2398.785645
	Iteration 22Q: 3 clusters Score -184322.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -184324.656250 Penalty: 2398.785645
	Iteration 23Q: 3 clusters Score -184324.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -184327.328125 Penalty: 2398.785645
	Iteration 24Q: 3 clusters Score -184327.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -184327.796875 Penalty: 2398.785645
	Iteration 25Q: 3 clusters Score -184327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -184327.796875 Penalty: 2398.785645
	Iteration 26F: 3 clusters Score -184327.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Entering Unmasked Estep 
Score: -5085894.500000 Penalty: 1725.572876
	Iteration 0F: 2 clusters Score -5085894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5065881.500000 Penalty: 3451.145752
	Iteration 0F: 3 clusters Score -5065882 nChanged 19054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -5076510.500000 Penalty: 3451.145752
	Iteration 1F: 3 clusters Score -5076510 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -5077030.000000 Penalty: 3451.145752
	Iteration 2Q: 3 clusters Score -5077030 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -5077510.500000 Penalty: 3451.145752
	Iteration 3Q: 3 clusters Score -5077510 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -5078133.500000 Penalty: 3451.145752
	Iteration 4Q: 3 clusters Score -5078134 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -5078851.000000 Penalty: 3451.145752
	Iteration 5Q: 3 clusters Score -5078851 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -5079755.000000 Penalty: 3451.145752
	Iteration 6F: 3 clusters Score -5079755 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5080837.000000 Penalty: 3451.145752
	Iteration 7F: 3 clusters Score -5080837 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -5082034.500000 Penalty: 3451.145752
	Iteration 8F: 3 clusters Score -5082034 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5083030.500000 Penalty: 3451.145752
	Iteration 9F: 3 clusters Score -5083030 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -5083556.000000 Penalty: 3451.145752
	Iteration 10Q: 3 clusters Score -5083556 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -5083821.500000 Penalty: 3451.145752
	Iteration 11Q: 3 clusters Score -5083822 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -5084001.000000 Penalty: 3451.145752
	Iteration 12Q: 3 clusters Score -5084001 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5084057.000000 Penalty: 3451.145752
	Iteration 13Q: 3 clusters Score -5084057 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -5084104.000000 Penalty: 3451.145752
	Iteration 14Q: 3 clusters Score -5084104 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -5084166.500000 Penalty: 3451.145752
	Iteration 15Q: 3 clusters Score -5084166 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -5084206.000000 Penalty: 3451.145752
	Iteration 16Q: 3 clusters Score -5084206 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -5084267.000000 Penalty: 3451.145752
	Iteration 17Q: 3 clusters Score -5084267 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -5084316.500000 Penalty: 3451.145752
	Iteration 18Q: 3 clusters Score -5084316 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -5084361.000000 Penalty: 3451.145752
	Iteration 19Q: 3 clusters Score -5084361 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5084362.500000 Penalty: 3451.145752
	Iteration 20F: 3 clusters Score -5084362 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -5084397.500000 Penalty: 3451.145752
	Iteration 21Q: 3 clusters Score -5084398 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -5084430.500000 Penalty: 3451.145752
	Iteration 22Q: 3 clusters Score -5084430 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -5084438.500000 Penalty: 3451.145752
	Iteration 23Q: 3 clusters Score -5084438 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -5084448.500000 Penalty: 3451.145752
	Iteration 24Q: 3 clusters Score -5084448 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -5084481.500000 Penalty: 3451.145752
	Iteration 25Q: 3 clusters Score -5084482 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -5084530.500000 Penalty: 3451.145752
	Iteration 26Q: 3 clusters Score -5084530 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -5084535.500000 Penalty: 3451.145752
	Iteration 27Q: 3 clusters Score -5084536 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -5084550.500000 Penalty: 3451.145752
	Iteration 28Q: 3 clusters Score -5084550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -5084569.500000 Penalty: 3451.145752
	Iteration 29Q: 3 clusters Score -5084570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -5084573.000000 Penalty: 3451.145752
	Iteration 30Q: 3 clusters Score -5084573 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -5084599.000000 Penalty: 3451.145752
	Iteration 31Q: 3 clusters Score -5084599 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -5084598.500000 Penalty: 3451.145752
	Iteration 32Q: 3 clusters Score -5084598 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5084608.000000 Penalty: 3451.145752
	Iteration 33Q: 3 clusters Score -5084608 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -5084616.000000 Penalty: 3451.145752
	Iteration 34Q: 3 clusters Score -5084616 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -5084633.000000 Penalty: 3451.145752
	Iteration 35Q: 3 clusters Score -5084633 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -5084631.000000 Penalty: 3451.145752
	Iteration 36Q: 3 clusters Score -5084631 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -5084623.500000 Penalty: 3451.145752
	Iteration 37Q: 3 clusters Score -5084624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -5084626.000000 Penalty: 3451.145752
	Iteration 38Q: 3 clusters Score -5084626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -5084642.500000 Penalty: 3451.145752
	Iteration 39Q: 3 clusters Score -5084642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -5084640.500000 Penalty: 3451.145752
	Iteration 40F: 3 clusters Score -5084640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -5084656.000000 Penalty: 3451.145752
	Iteration 41Q: 3 clusters Score -5084656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -5084654.000000 Penalty: 3451.145752
	Iteration 42Q: 3 clusters Score -5084654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -5084654.000000 Penalty: 3451.145752
	Iteration 43Q: 3 clusters Score -5084654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -5084646.500000 Penalty: 3451.145752
	Iteration 44Q: 3 clusters Score -5084646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -5084638.500000 Penalty: 3451.145752
	Iteration 45Q: 3 clusters Score -5084638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5084636.000000 Penalty: 3451.145752
	Iteration 46Q: 3 clusters Score -5084636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -5084647.500000 Penalty: 3451.145752
	Iteration 47Q: 3 clusters Score -5084648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -5084648.000000 Penalty: 3451.145752
	Iteration 48Q: 3 clusters Score -5084648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -5084662.000000 Penalty: 3451.145752
	Iteration 49Q: 3 clusters Score -5084662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -5084661.000000 Penalty: 3451.145752
	Iteration 50Q: 3 clusters Score -5084661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -5084654.500000 Penalty: 3451.145752
	Iteration 51Q: 3 clusters Score -5084654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -5084667.000000 Penalty: 3451.145752
	Iteration 52Q: 3 clusters Score -5084667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -5084677.000000 Penalty: 3451.145752
	Iteration 53Q: 3 clusters Score -5084677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -5084687.500000 Penalty: 3451.145752
	Iteration 54Q: 3 clusters Score -5084688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -5084696.500000 Penalty: 3451.145752
	Iteration 55Q: 3 clusters Score -5084696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -5084712.000000 Penalty: 3451.145752
	Iteration 56Q: 3 clusters Score -5084712 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -5084726.500000 Penalty: 3451.145752
	Iteration 57Q: 3 clusters Score -5084726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -5084725.500000 Penalty: 3451.145752
	Iteration 58Q: 3 clusters Score -5084726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -5084729.000000 Penalty: 3451.145752
	Iteration 59Q: 3 clusters Score -5084729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -5084730.500000 Penalty: 3451.145752
	Iteration 60F: 3 clusters Score -5084730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -5084731.000000 Penalty: 3451.145752
	Iteration 61Q: 3 clusters Score -5084731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -5084741.500000 Penalty: 3451.145752
	Iteration 62Q: 3 clusters Score -5084742 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -5084748.500000 Penalty: 3451.145752
	Iteration 63Q: 3 clusters Score -5084748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -5084743.500000 Penalty: 3451.145752
	Iteration 64Q: 3 clusters Score -5084744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -5084742.500000 Penalty: 3451.145752
	Iteration 65Q: 3 clusters Score -5084742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -5084748.000000 Penalty: 3451.145752
	Iteration 66Q: 3 clusters Score -5084748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -5084749.500000 Penalty: 3451.145752
	Iteration 67Q: 3 clusters Score -5084750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -5084759.500000 Penalty: 3451.145752
	Iteration 68Q: 3 clusters Score -5084760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -5084746.500000 Penalty: 3451.145752
	Iteration 69Q: 3 clusters Score -5084746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -5084748.000000 Penalty: 3451.145752
	Iteration 70Q: 3 clusters Score -5084748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -5084744.000000 Penalty: 3451.145752
	Iteration 71Q: 3 clusters Score -5084744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -5084756.000000 Penalty: 3451.145752
	Iteration 72Q: 3 clusters Score -5084756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -5084756.000000 Penalty: 3451.145752
	Iteration 73Q: 3 clusters Score -5084756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -5084770.000000 Penalty: 3451.145752
	Iteration 74Q: 3 clusters Score -5084770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -5084772.500000 Penalty: 3451.145752
	Iteration 75Q: 3 clusters Score -5084772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -5084767.000000 Penalty: 3451.145752
	Iteration 76Q: 3 clusters Score -5084767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -5084763.000000 Penalty: 3451.145752
	Iteration 77Q: 3 clusters Score -5084763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -5084760.000000 Penalty: 3451.145752
	Iteration 78Q: 3 clusters Score -5084760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -5084759.000000 Penalty: 3451.145752
	Iteration 79Q: 3 clusters Score -5084759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -5084761.500000 Penalty: 3451.145752
	Iteration 80F: 3 clusters Score -5084762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -5084772.000000 Penalty: 3451.145752
	Iteration 81Q: 3 clusters Score -5084772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -5084763.500000 Penalty: 3451.145752
	Iteration 82Q: 3 clusters Score -5084764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -5084761.500000 Penalty: 3451.145752
	Iteration 83Q: 3 clusters Score -5084762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -5084761.000000 Penalty: 3451.145752
	Iteration 84Q: 3 clusters Score -5084761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -5084756.000000 Penalty: 3451.145752
	Iteration 85Q: 3 clusters Score -5084756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -5084753.000000 Penalty: 3451.145752
	Iteration 86Q: 3 clusters Score -5084753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -5084746.000000 Penalty: 3451.145752
	Iteration 87Q: 3 clusters Score -5084746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -5084744.500000 Penalty: 3451.145752
	Iteration 88Q: 3 clusters Score -5084744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -5084746.000000 Penalty: 3451.145752
	Iteration 89Q: 3 clusters Score -5084746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -5084743.500000 Penalty: 3451.145752
	Iteration 90Q: 3 clusters Score -5084744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -5084744.000000 Penalty: 3451.145752
	Iteration 91Q: 3 clusters Score -5084744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -5084740.500000 Penalty: 3451.145752
	Iteration 92Q: 3 clusters Score -5084740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -5084728.500000 Penalty: 3451.145752
	Iteration 93Q: 3 clusters Score -5084728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -5084721.000000 Penalty: 3451.145752
	Iteration 94Q: 3 clusters Score -5084721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -5084733.000000 Penalty: 3451.145752
	Iteration 95Q: 3 clusters Score -5084733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -5084725.000000 Penalty: 3451.145752
	Iteration 96Q: 3 clusters Score -5084725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -5084719.000000 Penalty: 3451.145752
	Iteration 97Q: 3 clusters Score -5084719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -5084735.000000 Penalty: 3451.145752
	Iteration 98Q: 3 clusters Score -5084735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -5084733.500000 Penalty: 3451.145752
	Iteration 99Q: 3 clusters Score -5084734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -5084741.500000 Penalty: 3451.145752
	Iteration 100F: 3 clusters Score -5084742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -5084750.500000 Penalty: 3451.145752
	Iteration 101Q: 3 clusters Score -5084750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -5084761.500000 Penalty: 3451.145752
	Iteration 102Q: 3 clusters Score -5084762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -5084761.000000 Penalty: 3451.145752
	Iteration 103Q: 3 clusters Score -5084761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -5084763.500000 Penalty: 3451.145752
	Iteration 104Q: 3 clusters Score -5084764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -5084757.500000 Penalty: 3451.145752
	Iteration 105Q: 3 clusters Score -5084758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -5084761.000000 Penalty: 3451.145752
	Iteration 106Q: 3 clusters Score -5084761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -5084766.000000 Penalty: 3451.145752
	Iteration 107Q: 3 clusters Score -5084766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -5084767.000000 Penalty: 3451.145752
	Iteration 108Q: 3 clusters Score -5084767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -5084766.500000 Penalty: 3451.145752
	Iteration 109Q: 3 clusters Score -5084766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5084765.000000 Penalty: 3451.145752
	Iteration 110Q: 3 clusters Score -5084765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5084761.000000 Penalty: 3451.145752
	Iteration 111Q: 3 clusters Score -5084761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -5084766.000000 Penalty: 3451.145752
	Iteration 112Q: 3 clusters Score -5084766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -5084767.500000 Penalty: 3451.145752
	Iteration 113Q: 3 clusters Score -5084768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -5084767.500000 Penalty: 3451.145752
	Iteration 114Q: 3 clusters Score -5084768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -5084766.500000 Penalty: 3451.145752
	Iteration 115Q: 3 clusters Score -5084766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -5084765.500000 Penalty: 3451.145752
	Iteration 116Q: 3 clusters Score -5084766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -5084767.500000 Penalty: 3451.145752
	Iteration 117Q: 3 clusters Score -5084768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -5084767.500000 Penalty: 3451.145752
	Iteration 118F: 3 clusters Score -5084768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -14594.648438 Penalty: 799.496887
	Iteration 0F: 2 clusters Score -14594.65 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 68 members 
Entering Unmasked Estep 
Score: -13988.029297 Penalty: 1598.993774
	Iteration 0F: 3 clusters Score -13988.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -14059.803711 Penalty: 1598.993774
	Iteration 1F: 3 clusters Score -14059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14062.622070 Penalty: 1598.993774
	Iteration 2Q: 3 clusters Score -14062.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14064.454102 Penalty: 1598.993774
	Iteration 3Q: 3 clusters Score -14064.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -14066.551758 Penalty: 1598.993774
	Iteration 4Q: 3 clusters Score -14066.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -14066.551758 Penalty: 1598.993774
	Iteration 5F: 3 clusters Score -14066.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Entering Unmasked Estep 
Score: -3212972.500000 Penalty: 1653.580200
	Iteration 0F: 2 clusters Score -3212972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3195964.000000 Penalty: 3307.160400
	Iteration 0F: 3 clusters Score -3195964 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3202381.500000 Penalty: 3307.160400
	Iteration 1F: 3 clusters Score -3202382 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3202728.750000 Penalty: 3307.160400
	Iteration 2Q: 3 clusters Score -3202729 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3203143.750000 Penalty: 3307.160400
	Iteration 3Q: 3 clusters Score -3203144 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3203666.250000 Penalty: 3307.160400
	Iteration 4Q: 3 clusters Score -3203666 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3204511.500000 Penalty: 3307.160400
	Iteration 5F: 3 clusters Score -3204512 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3205733.000000 Penalty: 3307.160400
	Iteration 6F: 3 clusters Score -3205733 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3207492.250000 Penalty: 3307.160400
	Iteration 7F: 3 clusters Score -3207492 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3209265.000000 Penalty: 3307.160400
	Iteration 8F: 3 clusters Score -3209265 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3210491.500000 Penalty: 3307.160400
	Iteration 9F: 3 clusters Score -3210492 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3211088.250000 Penalty: 3307.160400
	Iteration 10Q: 3 clusters Score -3211088 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3211352.250000 Penalty: 3307.160400
	Iteration 11Q: 3 clusters Score -3211352 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3211462.750000 Penalty: 3307.160400
	Iteration 12Q: 3 clusters Score -3211463 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3211516.250000 Penalty: 3307.160400
	Iteration 13Q: 3 clusters Score -3211516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3211548.000000 Penalty: 3307.160400
	Iteration 14Q: 3 clusters Score -3211548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3211566.500000 Penalty: 3307.160400
	Iteration 15Q: 3 clusters Score -3211566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3211587.000000 Penalty: 3307.160400
	Iteration 16Q: 3 clusters Score -3211587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3211595.250000 Penalty: 3307.160400
	Iteration 17Q: 3 clusters Score -3211595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3211602.750000 Penalty: 3307.160400
	Iteration 18Q: 3 clusters Score -3211603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3211607.250000 Penalty: 3307.160400
	Iteration 19Q: 3 clusters Score -3211607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3211609.500000 Penalty: 3307.160400
	Iteration 20F: 3 clusters Score -3211610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3211610.750000 Penalty: 3307.160400
	Iteration 21Q: 3 clusters Score -3211611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3211612.250000 Penalty: 3307.160400
	Iteration 22Q: 3 clusters Score -3211612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3211614.750000 Penalty: 3307.160400
	Iteration 23Q: 3 clusters Score -3211615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3211619.000000 Penalty: 3307.160400
	Iteration 24Q: 3 clusters Score -3211619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3211619.000000 Penalty: 3307.160400
	Iteration 25F: 3 clusters Score -3211619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Entering Unmasked Estep 
Score: -3849787.250000 Penalty: 1682.983521
	Iteration 0F: 2 clusters Score -3849787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3829849.750000 Penalty: 3365.967041
	Iteration 0F: 3 clusters Score -3829850 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3837762.000000 Penalty: 3365.967041
	Iteration 1F: 3 clusters Score -3837762 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3838223.000000 Penalty: 3365.967041
	Iteration 2Q: 3 clusters Score -3838223 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3838676.500000 Penalty: 3365.967041
	Iteration 3Q: 3 clusters Score -3838676 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3839130.250000 Penalty: 3365.967041
	Iteration 4Q: 3 clusters Score -3839130 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3839602.250000 Penalty: 3365.967041
	Iteration 5Q: 3 clusters Score -3839602 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3840095.000000 Penalty: 3365.967041
	Iteration 6Q: 3 clusters Score -3840095 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3840593.750000 Penalty: 3365.967041
	Iteration 7Q: 3 clusters Score -3840594 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3841113.000000 Penalty: 3365.967041
	Iteration 8Q: 3 clusters Score -3841113 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3841707.500000 Penalty: 3365.967041
	Iteration 9Q: 3 clusters Score -3841708 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3842364.250000 Penalty: 3365.967041
	Iteration 10Q: 3 clusters Score -3842364 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3843067.500000 Penalty: 3365.967041
	Iteration 11Q: 3 clusters Score -3843068 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3843825.500000 Penalty: 3365.967041
	Iteration 12Q: 3 clusters Score -3843826 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3844359.250000 Penalty: 3365.967041
	Iteration 13Q: 3 clusters Score -3844359 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3844672.500000 Penalty: 3365.967041
	Iteration 14Q: 3 clusters Score -3844672 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3844832.250000 Penalty: 3365.967041
	Iteration 15Q: 3 clusters Score -3844832 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3844959.250000 Penalty: 3365.967041
	Iteration 16Q: 3 clusters Score -3844959 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3845064.500000 Penalty: 3365.967041
	Iteration 17Q: 3 clusters Score -3845064 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3845156.000000 Penalty: 3365.967041
	Iteration 18Q: 3 clusters Score -3845156 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -3845260.500000 Penalty: 3365.967041
	Iteration 19Q: 3 clusters Score -3845260 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3845350.000000 Penalty: 3365.967041
	Iteration 20F: 3 clusters Score -3845350 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3845475.000000 Penalty: 3365.967041
	Iteration 21Q: 3 clusters Score -3845475 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -3845625.250000 Penalty: 3365.967041
	Iteration 22Q: 3 clusters Score -3845625 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3845767.250000 Penalty: 3365.967041
	Iteration 23Q: 3 clusters Score -3845767 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3845971.500000 Penalty: 3365.967041
	Iteration 24Q: 3 clusters Score -3845972 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3846189.250000 Penalty: 3365.967041
	Iteration 25Q: 3 clusters Score -3846189 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3846393.750000 Penalty: 3365.967041
	Iteration 26Q: 3 clusters Score -3846394 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3846636.750000 Penalty: 3365.967041
	Iteration 27Q: 3 clusters Score -3846637 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3846882.750000 Penalty: 3365.967041
	Iteration 28Q: 3 clusters Score -3846883 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3847191.500000 Penalty: 3365.967041
	Iteration 29Q: 3 clusters Score -3847192 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3847406.000000 Penalty: 3365.967041
	Iteration 30Q: 3 clusters Score -3847406 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3847627.000000 Penalty: 3365.967041
	Iteration 31Q: 3 clusters Score -3847627 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3847803.500000 Penalty: 3365.967041
	Iteration 32Q: 3 clusters Score -3847804 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3847968.250000 Penalty: 3365.967041
	Iteration 33Q: 3 clusters Score -3847968 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3848062.250000 Penalty: 3365.967041
	Iteration 34Q: 3 clusters Score -3848062 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3848160.750000 Penalty: 3365.967041
	Iteration 35Q: 3 clusters Score -3848161 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3848228.000000 Penalty: 3365.967041
	Iteration 36Q: 3 clusters Score -3848228 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3848242.000000 Penalty: 3365.967041
	Iteration 37Q: 3 clusters Score -3848242 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3848275.000000 Penalty: 3365.967041
	Iteration 38Q: 3 clusters Score -3848275 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3848296.500000 Penalty: 3365.967041
	Iteration 39Q: 3 clusters Score -3848296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3848345.750000 Penalty: 3365.967041
	Iteration 40F: 3 clusters Score -3848346 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3848360.500000 Penalty: 3365.967041
	Iteration 41Q: 3 clusters Score -3848360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3848374.750000 Penalty: 3365.967041
	Iteration 42Q: 3 clusters Score -3848375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3848377.750000 Penalty: 3365.967041
	Iteration 43Q: 3 clusters Score -3848378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3848397.500000 Penalty: 3365.967041
	Iteration 44Q: 3 clusters Score -3848398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3848402.250000 Penalty: 3365.967041
	Iteration 45Q: 3 clusters Score -3848402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3848404.750000 Penalty: 3365.967041
	Iteration 46Q: 3 clusters Score -3848405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3848410.750000 Penalty: 3365.967041
	Iteration 47Q: 3 clusters Score -3848411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3848418.000000 Penalty: 3365.967041
	Iteration 48Q: 3 clusters Score -3848418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3848428.000000 Penalty: 3365.967041
	Iteration 49Q: 3 clusters Score -3848428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3848431.500000 Penalty: 3365.967041
	Iteration 50Q: 3 clusters Score -3848432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3848429.750000 Penalty: 3365.967041
	Iteration 51Q: 3 clusters Score -3848430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3848436.500000 Penalty: 3365.967041
	Iteration 52Q: 3 clusters Score -3848436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3848436.250000 Penalty: 3365.967041
	Iteration 53Q: 3 clusters Score -3848436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3848436.750000 Penalty: 3365.967041
	Iteration 54Q: 3 clusters Score -3848437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3848436.750000 Penalty: 3365.967041
	Iteration 55F: 3 clusters Score -3848437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Entering Unmasked Estep 
Score: -4208123.500000 Penalty: 1697.453979
	Iteration 0F: 2 clusters Score -4208124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -4187261.750000 Penalty: 3394.907959
	Iteration 0F: 3 clusters Score -4187262 nChanged 15962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -4196228.000000 Penalty: 3394.907959
	Iteration 1F: 3 clusters Score -4196228 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4196686.000000 Penalty: 3394.907959
	Iteration 2Q: 3 clusters Score -4196686 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4197214.000000 Penalty: 3394.907959
	Iteration 3Q: 3 clusters Score -4197214 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4197741.500000 Penalty: 3394.907959
	Iteration 4Q: 3 clusters Score -4197742 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4198364.000000 Penalty: 3394.907959
	Iteration 5Q: 3 clusters Score -4198364 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -4199049.500000 Penalty: 3394.907959
	Iteration 6Q: 3 clusters Score -4199050 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4199897.000000 Penalty: 3394.907959
	Iteration 7F: 3 clusters Score -4199897 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -4200886.500000 Penalty: 3394.907959
	Iteration 8F: 3 clusters Score -4200886 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4201972.500000 Penalty: 3394.907959
	Iteration 9F: 3 clusters Score -4201972 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4202972.500000 Penalty: 3394.907959
	Iteration 10Q: 3 clusters Score -4202972 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -4203724.500000 Penalty: 3394.907959
	Iteration 11Q: 3 clusters Score -4203724 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4204145.500000 Penalty: 3394.907959
	Iteration 12Q: 3 clusters Score -4204146 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4204424.000000 Penalty: 3394.907959
	Iteration 13Q: 3 clusters Score -4204424 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -4204626.500000 Penalty: 3394.907959
	Iteration 14Q: 3 clusters Score -4204626 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4204804.000000 Penalty: 3394.907959
	Iteration 15Q: 3 clusters Score -4204804 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -4204954.500000 Penalty: 3394.907959
	Iteration 16Q: 3 clusters Score -4204954 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4205097.000000 Penalty: 3394.907959
	Iteration 17Q: 3 clusters Score -4205097 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -4205238.500000 Penalty: 3394.907959
	Iteration 18Q: 3 clusters Score -4205238 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -4205358.500000 Penalty: 3394.907959
	Iteration 19Q: 3 clusters Score -4205358 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -4205468.000000 Penalty: 3394.907959
	Iteration 20F: 3 clusters Score -4205468 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -4205564.000000 Penalty: 3394.907959
	Iteration 21Q: 3 clusters Score -4205564 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -4205620.500000 Penalty: 3394.907959
	Iteration 22Q: 3 clusters Score -4205620 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -4205676.500000 Penalty: 3394.907959
	Iteration 23Q: 3 clusters Score -4205676 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -4205724.500000 Penalty: 3394.907959
	Iteration 24Q: 3 clusters Score -4205724 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -4205771.500000 Penalty: 3394.907959
	Iteration 25Q: 3 clusters Score -4205772 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -4205821.000000 Penalty: 3394.907959
	Iteration 26Q: 3 clusters Score -4205821 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -4205846.000000 Penalty: 3394.907959
	Iteration 27Q: 3 clusters Score -4205846 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -4205887.000000 Penalty: 3394.907959
	Iteration 28Q: 3 clusters Score -4205887 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -4205900.000000 Penalty: 3394.907959
	Iteration 29Q: 3 clusters Score -4205900 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -4205926.000000 Penalty: 3394.907959
	Iteration 30Q: 3 clusters Score -4205926 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -4205941.000000 Penalty: 3394.907959
	Iteration 31Q: 3 clusters Score -4205941 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -4205958.000000 Penalty: 3394.907959
	Iteration 32Q: 3 clusters Score -4205958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -4205971.500000 Penalty: 3394.907959
	Iteration 33Q: 3 clusters Score -4205972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -4205985.500000 Penalty: 3394.907959
	Iteration 34Q: 3 clusters Score -4205986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -4205997.000000 Penalty: 3394.907959
	Iteration 35Q: 3 clusters Score -4205997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -4206005.000000 Penalty: 3394.907959
	Iteration 36Q: 3 clusters Score -4206005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -4206023.000000 Penalty: 3394.907959
	Iteration 37Q: 3 clusters Score -4206023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -4206036.000000 Penalty: 3394.907959
	Iteration 38Q: 3 clusters Score -4206036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -4206039.000000 Penalty: 3394.907959
	Iteration 39Q: 3 clusters Score -4206039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -4206033.000000 Penalty: 3394.907959
	Iteration 40F: 3 clusters Score -4206033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -4206031.000000 Penalty: 3394.907959
	Iteration 41Q: 3 clusters Score -4206031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -4206026.500000 Penalty: 3394.907959
	Iteration 42Q: 3 clusters Score -4206026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -4206022.500000 Penalty: 3394.907959
	Iteration 43Q: 3 clusters Score -4206022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -4206024.500000 Penalty: 3394.907959
	Iteration 44Q: 3 clusters Score -4206024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -4206026.500000 Penalty: 3394.907959
	Iteration 45Q: 3 clusters Score -4206026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -4206025.500000 Penalty: 3394.907959
	Iteration 46Q: 3 clusters Score -4206026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -4206035.000000 Penalty: 3394.907959
	Iteration 47Q: 3 clusters Score -4206035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -4206038.500000 Penalty: 3394.907959
	Iteration 48Q: 3 clusters Score -4206038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -4206037.000000 Penalty: 3394.907959
	Iteration 49Q: 3 clusters Score -4206037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -4206040.000000 Penalty: 3394.907959
	Iteration 50Q: 3 clusters Score -4206040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -4206033.500000 Penalty: 3394.907959
	Iteration 51Q: 3 clusters Score -4206034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -4206038.500000 Penalty: 3394.907959
	Iteration 52Q: 3 clusters Score -4206038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -4206041.000000 Penalty: 3394.907959
	Iteration 53Q: 3 clusters Score -4206041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -4206041.500000 Penalty: 3394.907959
	Iteration 54Q: 3 clusters Score -4206042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -4206043.000000 Penalty: 3394.907959
	Iteration 55Q: 3 clusters Score -4206043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -4206041.000000 Penalty: 3394.907959
	Iteration 56Q: 3 clusters Score -4206041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -4206038.500000 Penalty: 3394.907959
	Iteration 57Q: 3 clusters Score -4206038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -4206047.000000 Penalty: 3394.907959
	Iteration 58Q: 3 clusters Score -4206047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -4206047.000000 Penalty: 3394.907959
	Iteration 59F: 3 clusters Score -4206047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Entering Unmasked Estep 
Score: -1022832.937500 Penalty: 1469.331421
	Iteration 0F: 2 clusters Score -1022833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1016632.937500 Penalty: 2938.662842
	Iteration 0F: 3 clusters Score -1016633 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1018533.062500 Penalty: 2938.662842
	Iteration 1F: 3 clusters Score -1018533 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1018753.937500 Penalty: 2938.662842
	Iteration 2F: 3 clusters Score -1018754 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1018939.250000 Penalty: 2938.662842
	Iteration 3Q: 3 clusters Score -1018939 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1019083.875000 Penalty: 2938.662842
	Iteration 4Q: 3 clusters Score -1019084 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1019206.812500 Penalty: 2938.662842
	Iteration 5Q: 3 clusters Score -1019207 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1019315.000000 Penalty: 2938.662842
	Iteration 6Q: 3 clusters Score -1019315 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1019438.750000 Penalty: 2938.662842
	Iteration 7Q: 3 clusters Score -1019439 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1019562.562500 Penalty: 2938.662842
	Iteration 8Q: 3 clusters Score -1019563 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1019689.062500 Penalty: 2938.662842
	Iteration 9Q: 3 clusters Score -1019689 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1019814.687500 Penalty: 2938.662842
	Iteration 10Q: 3 clusters Score -1019815 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1019926.937500 Penalty: 2938.662842
	Iteration 11Q: 3 clusters Score -1019927 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1020049.687500 Penalty: 2938.662842
	Iteration 12Q: 3 clusters Score -1020050 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1020177.875000 Penalty: 2938.662842
	Iteration 13Q: 3 clusters Score -1020178 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1020289.500000 Penalty: 2938.662842
	Iteration 14Q: 3 clusters Score -1020290 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1020375.000000 Penalty: 2938.662842
	Iteration 15Q: 3 clusters Score -1020375 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1020441.625000 Penalty: 2938.662842
	Iteration 16Q: 3 clusters Score -1020442 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1020493.562500 Penalty: 2938.662842
	Iteration 17Q: 3 clusters Score -1020494 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1020527.875000 Penalty: 2938.662842
	Iteration 18Q: 3 clusters Score -1020528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1020554.125000 Penalty: 2938.662842
	Iteration 19Q: 3 clusters Score -1020554 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1020575.250000 Penalty: 2938.662842
	Iteration 20F: 3 clusters Score -1020575 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1020588.812500 Penalty: 2938.662842
	Iteration 21Q: 3 clusters Score -1020589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1020592.562500 Penalty: 2938.662842
	Iteration 22Q: 3 clusters Score -1020593 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1020599.625000 Penalty: 2938.662842
	Iteration 23Q: 3 clusters Score -1020600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1020607.562500 Penalty: 2938.662842
	Iteration 24Q: 3 clusters Score -1020608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1020615.125000 Penalty: 2938.662842
	Iteration 25Q: 3 clusters Score -1020615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1020618.312500 Penalty: 2938.662842
	Iteration 26Q: 3 clusters Score -1020618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1020625.687500 Penalty: 2938.662842
	Iteration 27Q: 3 clusters Score -1020626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1020629.187500 Penalty: 2938.662842
	Iteration 28Q: 3 clusters Score -1020629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1020631.375000 Penalty: 2938.662842
	Iteration 29Q: 3 clusters Score -1020631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1020635.625000 Penalty: 2938.662842
	Iteration 30Q: 3 clusters Score -1020636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1020640.125000 Penalty: 2938.662842
	Iteration 31Q: 3 clusters Score -1020640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1020648.562500 Penalty: 2938.662842
	Iteration 32Q: 3 clusters Score -1020649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1020648.875000 Penalty: 2938.662842
	Iteration 33Q: 3 clusters Score -1020649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1020656.312500 Penalty: 2938.662842
	Iteration 34Q: 3 clusters Score -1020656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1020658.625000 Penalty: 2938.662842
	Iteration 35Q: 3 clusters Score -1020659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1020667.062500 Penalty: 2938.662842
	Iteration 36Q: 3 clusters Score -1020667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1020677.125000 Penalty: 2938.662842
	Iteration 37Q: 3 clusters Score -1020677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1020683.562500 Penalty: 2938.662842
	Iteration 38Q: 3 clusters Score -1020684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1020690.125000 Penalty: 2938.662842
	Iteration 39Q: 3 clusters Score -1020690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1020696.250000 Penalty: 2938.662842
	Iteration 40F: 3 clusters Score -1020696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1020703.187500 Penalty: 2938.662842
	Iteration 41Q: 3 clusters Score -1020703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1020711.437500 Penalty: 2938.662842
	Iteration 42Q: 3 clusters Score -1020711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1020717.625000 Penalty: 2938.662842
	Iteration 43Q: 3 clusters Score -1020718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1020726.937500 Penalty: 2938.662842
	Iteration 44Q: 3 clusters Score -1020727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1020735.062500 Penalty: 2938.662842
	Iteration 45Q: 3 clusters Score -1020735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1020742.750000 Penalty: 2938.662842
	Iteration 46Q: 3 clusters Score -1020743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1020744.625000 Penalty: 2938.662842
	Iteration 47Q: 3 clusters Score -1020745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1020748.562500 Penalty: 2938.662842
	Iteration 48Q: 3 clusters Score -1020749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1020752.562500 Penalty: 2938.662842
	Iteration 49Q: 3 clusters Score -1020753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1020755.625000 Penalty: 2938.662842
	Iteration 50Q: 3 clusters Score -1020756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1020762.500000 Penalty: 2938.662842
	Iteration 51Q: 3 clusters Score -1020762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1020768.000000 Penalty: 2938.662842
	Iteration 52Q: 3 clusters Score -1020768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1020778.437500 Penalty: 2938.662842
	Iteration 53Q: 3 clusters Score -1020778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1020784.062500 Penalty: 2938.662842
	Iteration 54Q: 3 clusters Score -1020784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1020793.875000 Penalty: 2938.662842
	Iteration 55Q: 3 clusters Score -1020794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1020798.562500 Penalty: 2938.662842
	Iteration 56Q: 3 clusters Score -1020799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1020804.687500 Penalty: 2938.662842
	Iteration 57Q: 3 clusters Score -1020805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1020816.937500 Penalty: 2938.662842
	Iteration 58Q: 3 clusters Score -1020817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1020828.750000 Penalty: 2938.662842
	Iteration 59Q: 3 clusters Score -1020829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1020843.937500 Penalty: 2938.662842
	Iteration 60F: 3 clusters Score -1020844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1020851.625000 Penalty: 2938.662842
	Iteration 61Q: 3 clusters Score -1020852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1020860.937500 Penalty: 2938.662842
	Iteration 62Q: 3 clusters Score -1020861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1020878.375000 Penalty: 2938.662842
	Iteration 63Q: 3 clusters Score -1020878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1020897.562500 Penalty: 2938.662842
	Iteration 64Q: 3 clusters Score -1020898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1020917.000000 Penalty: 2938.662842
	Iteration 65Q: 3 clusters Score -1020917 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1020936.625000 Penalty: 2938.662842
	Iteration 66Q: 3 clusters Score -1020937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1020952.750000 Penalty: 2938.662842
	Iteration 67Q: 3 clusters Score -1020953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1020973.000000 Penalty: 2938.662842
	Iteration 68Q: 3 clusters Score -1020973 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1020994.062500 Penalty: 2938.662842
	Iteration 69Q: 3 clusters Score -1020994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1021015.625000 Penalty: 2938.662842
	Iteration 70Q: 3 clusters Score -1021016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1021039.562500 Penalty: 2938.662842
	Iteration 71Q: 3 clusters Score -1021040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1021060.500000 Penalty: 2938.662842
	Iteration 72Q: 3 clusters Score -1021060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1021075.250000 Penalty: 2938.662842
	Iteration 73Q: 3 clusters Score -1021075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1021097.937500 Penalty: 2938.662842
	Iteration 74Q: 3 clusters Score -1021098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1021115.812500 Penalty: 2938.662842
	Iteration 75Q: 3 clusters Score -1021116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1021134.812500 Penalty: 2938.662842
	Iteration 76Q: 3 clusters Score -1021135 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1021157.687500 Penalty: 2938.662842
	Iteration 77Q: 3 clusters Score -1021158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1021182.062500 Penalty: 2938.662842
	Iteration 78Q: 3 clusters Score -1021182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1021212.000000 Penalty: 2938.662842
	Iteration 79Q: 3 clusters Score -1021212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1021241.812500 Penalty: 2938.662842
	Iteration 80F: 3 clusters Score -1021242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1021272.625000 Penalty: 2938.662842
	Iteration 81Q: 3 clusters Score -1021273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1021296.312500 Penalty: 2938.662842
	Iteration 82Q: 3 clusters Score -1021296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1021309.437500 Penalty: 2938.662842
	Iteration 83Q: 3 clusters Score -1021309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1021317.687500 Penalty: 2938.662842
	Iteration 84Q: 3 clusters Score -1021318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1021326.312500 Penalty: 2938.662842
	Iteration 85Q: 3 clusters Score -1021326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1021336.125000 Penalty: 2938.662842
	Iteration 86Q: 3 clusters Score -1021336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1021349.750000 Penalty: 2938.662842
	Iteration 87Q: 3 clusters Score -1021350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1021366.062500 Penalty: 2938.662842
	Iteration 88Q: 3 clusters Score -1021366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1021375.250000 Penalty: 2938.662842
	Iteration 89Q: 3 clusters Score -1021375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1021385.875000 Penalty: 2938.662842
	Iteration 90Q: 3 clusters Score -1021386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1021409.187500 Penalty: 2938.662842
	Iteration 91Q: 3 clusters Score -1021409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1021422.000000 Penalty: 2938.662842
	Iteration 92Q: 3 clusters Score -1021422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1021433.875000 Penalty: 2938.662842
	Iteration 93Q: 3 clusters Score -1021434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1021437.750000 Penalty: 2938.662842
	Iteration 94Q: 3 clusters Score -1021438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1021441.500000 Penalty: 2938.662842
	Iteration 95Q: 3 clusters Score -1021442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1021443.500000 Penalty: 2938.662842
	Iteration 96Q: 3 clusters Score -1021444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1021444.750000 Penalty: 2938.662842
	Iteration 97Q: 3 clusters Score -1021445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1021446.125000 Penalty: 2938.662842
	Iteration 98Q: 3 clusters Score -1021446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1021449.375000 Penalty: 2938.662842
	Iteration 99Q: 3 clusters Score -1021449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1021448.687500 Penalty: 2938.662842
	Iteration 100F: 3 clusters Score -1021449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1021450.500000 Penalty: 2938.662842
	Iteration 101Q: 3 clusters Score -1021450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1021450.250000 Penalty: 2938.662842
	Iteration 102Q: 3 clusters Score -1021450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1021451.687500 Penalty: 2938.662842
	Iteration 103Q: 3 clusters Score -1021452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1021453.812500 Penalty: 2938.662842
	Iteration 104Q: 3 clusters Score -1021454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1021455.250000 Penalty: 2938.662842
	Iteration 105Q: 3 clusters Score -1021455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1021455.625000 Penalty: 2938.662842
	Iteration 106Q: 3 clusters Score -1021456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1021456.500000 Penalty: 2938.662842
	Iteration 107Q: 3 clusters Score -1021456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1021456.687500 Penalty: 2938.662842
	Iteration 108Q: 3 clusters Score -1021457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1021457.000000 Penalty: 2938.662842
	Iteration 109Q: 3 clusters Score -1021457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1021457.437500 Penalty: 2938.662842
	Iteration 110Q: 3 clusters Score -1021457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1021457.375000 Penalty: 2938.662842
	Iteration 111Q: 3 clusters Score -1021457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1021457.375000 Penalty: 2938.662842
	Iteration 112F: 3 clusters Score -1021457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Entering Unmasked Estep 
Score: -366813.156250 Penalty: 1300.817993
	Iteration 0F: 2 clusters Score -366813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -364112.593750 Penalty: 2601.635986
	Iteration 0F: 3 clusters Score -364112.6 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -364773.500000 Penalty: 2601.635986
	Iteration 1F: 3 clusters Score -364773.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -364904.468750 Penalty: 2601.635986
	Iteration 2F: 3 clusters Score -364904.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -364976.593750 Penalty: 2601.635986
	Iteration 3Q: 3 clusters Score -364976.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -365016.125000 Penalty: 2601.635986
	Iteration 4Q: 3 clusters Score -365016.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -365052.968750 Penalty: 2601.635986
	Iteration 5Q: 3 clusters Score -365053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -365084.750000 Penalty: 2601.635986
	Iteration 6Q: 3 clusters Score -365084.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -365111.593750 Penalty: 2601.635986
	Iteration 7Q: 3 clusters Score -365111.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -365132.968750 Penalty: 2601.635986
	Iteration 8Q: 3 clusters Score -365133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -365148.718750 Penalty: 2601.635986
	Iteration 9Q: 3 clusters Score -365148.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -365159.937500 Penalty: 2601.635986
	Iteration 10Q: 3 clusters Score -365159.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -365170.437500 Penalty: 2601.635986
	Iteration 11Q: 3 clusters Score -365170.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -365182.375000 Penalty: 2601.635986
	Iteration 12Q: 3 clusters Score -365182.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -365194.343750 Penalty: 2601.635986
	Iteration 13Q: 3 clusters Score -365194.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -365206.000000 Penalty: 2601.635986
	Iteration 14Q: 3 clusters Score -365206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -365217.843750 Penalty: 2601.635986
	Iteration 15Q: 3 clusters Score -365217.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -365228.468750 Penalty: 2601.635986
	Iteration 16Q: 3 clusters Score -365228.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -365244.031250 Penalty: 2601.635986
	Iteration 17Q: 3 clusters Score -365244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -365254.687500 Penalty: 2601.635986
	Iteration 18Q: 3 clusters Score -365254.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -365265.937500 Penalty: 2601.635986
	Iteration 19Q: 3 clusters Score -365265.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -365273.468750 Penalty: 2601.635986
	Iteration 20F: 3 clusters Score -365273.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -365280.343750 Penalty: 2601.635986
	Iteration 21Q: 3 clusters Score -365280.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -365290.375000 Penalty: 2601.635986
	Iteration 22Q: 3 clusters Score -365290.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -365300.812500 Penalty: 2601.635986
	Iteration 23Q: 3 clusters Score -365300.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -365314.500000 Penalty: 2601.635986
	Iteration 24Q: 3 clusters Score -365314.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -365325.031250 Penalty: 2601.635986
	Iteration 25Q: 3 clusters Score -365325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -365336.625000 Penalty: 2601.635986
	Iteration 26Q: 3 clusters Score -365336.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -365349.562500 Penalty: 2601.635986
	Iteration 27Q: 3 clusters Score -365349.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -365365.718750 Penalty: 2601.635986
	Iteration 28Q: 3 clusters Score -365365.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -365378.843750 Penalty: 2601.635986
	Iteration 29Q: 3 clusters Score -365378.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -365391.750000 Penalty: 2601.635986
	Iteration 30Q: 3 clusters Score -365391.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -365402.250000 Penalty: 2601.635986
	Iteration 31Q: 3 clusters Score -365402.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -365414.875000 Penalty: 2601.635986
	Iteration 32Q: 3 clusters Score -365414.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -365427.218750 Penalty: 2601.635986
	Iteration 33Q: 3 clusters Score -365427.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -365437.062500 Penalty: 2601.635986
	Iteration 34Q: 3 clusters Score -365437.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -365450.187500 Penalty: 2601.635986
	Iteration 35Q: 3 clusters Score -365450.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -365460.250000 Penalty: 2601.635986
	Iteration 36Q: 3 clusters Score -365460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -365465.406250 Penalty: 2601.635986
	Iteration 37Q: 3 clusters Score -365465.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -365472.031250 Penalty: 2601.635986
	Iteration 38Q: 3 clusters Score -365472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -365478.218750 Penalty: 2601.635986
	Iteration 39Q: 3 clusters Score -365478.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -365482.750000 Penalty: 2601.635986
	Iteration 40F: 3 clusters Score -365482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -365487.968750 Penalty: 2601.635986
	Iteration 41Q: 3 clusters Score -365488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -365494.750000 Penalty: 2601.635986
	Iteration 42Q: 3 clusters Score -365494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -365497.906250 Penalty: 2601.635986
	Iteration 43Q: 3 clusters Score -365497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -365499.968750 Penalty: 2601.635986
	Iteration 44Q: 3 clusters Score -365500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -365499.250000 Penalty: 2601.635986
	Iteration 45Q: 3 clusters Score -365499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -365500.125000 Penalty: 2601.635986
	Iteration 46Q: 3 clusters Score -365500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -365500.125000 Penalty: 2601.635986
	Iteration 47F: 3 clusters Score -365500.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -49139.847656 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -49139.85 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 232 members 
Entering Unmasked Estep 
Score: -48136.597656 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -48136.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48315.824219 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -48315.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48388.863281 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -48388.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48436.664062 Penalty: 2011.852417
	Iteration 3Q: 3 clusters Score -48436.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48456.753906 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -48456.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48465.777344 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -48465.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48474.621094 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -48474.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48477.777344 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -48477.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48488.218750 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -48488.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48493.035156 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -48493.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48495.968750 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -48495.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48495.968750 Penalty: 2011.852417
	Iteration 11F: 3 clusters Score -48495.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Entering Unmasked Estep 
Score: -3350090.500000 Penalty: 1658.960083
	Iteration 0F: 2 clusters Score -3350090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3331947.250000 Penalty: 3317.920166
	Iteration 0F: 3 clusters Score -3331947 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3338808.750000 Penalty: 3317.920166
	Iteration 1F: 3 clusters Score -3338809 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3339145.250000 Penalty: 3317.920166
	Iteration 2Q: 3 clusters Score -3339145 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3339465.750000 Penalty: 3317.920166
	Iteration 3Q: 3 clusters Score -3339466 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3339769.500000 Penalty: 3317.920166
	Iteration 4Q: 3 clusters Score -3339770 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3340061.750000 Penalty: 3317.920166
	Iteration 5Q: 3 clusters Score -3340062 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3340425.250000 Penalty: 3317.920166
	Iteration 6Q: 3 clusters Score -3340425 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3340882.750000 Penalty: 3317.920166
	Iteration 7Q: 3 clusters Score -3340883 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3341512.500000 Penalty: 3317.920166
	Iteration 8Q: 3 clusters Score -3341512 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3342327.000000 Penalty: 3317.920166
	Iteration 9Q: 3 clusters Score -3342327 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3343208.500000 Penalty: 3317.920166
	Iteration 10Q: 3 clusters Score -3343208 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3344074.750000 Penalty: 3317.920166
	Iteration 11Q: 3 clusters Score -3344075 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3344670.750000 Penalty: 3317.920166
	Iteration 12Q: 3 clusters Score -3344671 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3344983.250000 Penalty: 3317.920166
	Iteration 13Q: 3 clusters Score -3344983 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3345151.750000 Penalty: 3317.920166
	Iteration 14Q: 3 clusters Score -3345152 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3345230.000000 Penalty: 3317.920166
	Iteration 15Q: 3 clusters Score -3345230 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3345282.750000 Penalty: 3317.920166
	Iteration 16Q: 3 clusters Score -3345283 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3345348.000000 Penalty: 3317.920166
	Iteration 17Q: 3 clusters Score -3345348 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3345408.250000 Penalty: 3317.920166
	Iteration 18Q: 3 clusters Score -3345408 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -3345440.250000 Penalty: 3317.920166
	Iteration 19Q: 3 clusters Score -3345440 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3345468.750000 Penalty: 3317.920166
	Iteration 20F: 3 clusters Score -3345469 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3345522.000000 Penalty: 3317.920166
	Iteration 21Q: 3 clusters Score -3345522 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3345569.500000 Penalty: 3317.920166
	Iteration 22Q: 3 clusters Score -3345570 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3345593.500000 Penalty: 3317.920166
	Iteration 23Q: 3 clusters Score -3345594 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3345636.750000 Penalty: 3317.920166
	Iteration 24Q: 3 clusters Score -3345637 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3345650.750000 Penalty: 3317.920166
	Iteration 25Q: 3 clusters Score -3345651 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3345668.000000 Penalty: 3317.920166
	Iteration 26Q: 3 clusters Score -3345668 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3345697.500000 Penalty: 3317.920166
	Iteration 27Q: 3 clusters Score -3345698 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3345701.500000 Penalty: 3317.920166
	Iteration 28Q: 3 clusters Score -3345702 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3345718.500000 Penalty: 3317.920166
	Iteration 29Q: 3 clusters Score -3345718 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3345753.500000 Penalty: 3317.920166
	Iteration 30Q: 3 clusters Score -3345754 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3345771.750000 Penalty: 3317.920166
	Iteration 31Q: 3 clusters Score -3345772 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3345790.500000 Penalty: 3317.920166
	Iteration 32Q: 3 clusters Score -3345790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3345805.000000 Penalty: 3317.920166
	Iteration 33Q: 3 clusters Score -3345805 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3345827.000000 Penalty: 3317.920166
	Iteration 34Q: 3 clusters Score -3345827 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3345849.000000 Penalty: 3317.920166
	Iteration 35Q: 3 clusters Score -3345849 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3345868.000000 Penalty: 3317.920166
	Iteration 36Q: 3 clusters Score -3345868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -3345875.250000 Penalty: 3317.920166
	Iteration 37Q: 3 clusters Score -3345875 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3345891.500000 Penalty: 3317.920166
	Iteration 38Q: 3 clusters Score -3345892 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3345903.250000 Penalty: 3317.920166
	Iteration 39Q: 3 clusters Score -3345903 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3345913.500000 Penalty: 3317.920166
	Iteration 40F: 3 clusters Score -3345914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -3345927.250000 Penalty: 3317.920166
	Iteration 41Q: 3 clusters Score -3345927 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3345939.000000 Penalty: 3317.920166
	Iteration 42Q: 3 clusters Score -3345939 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3345943.750000 Penalty: 3317.920166
	Iteration 43Q: 3 clusters Score -3345944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3345965.500000 Penalty: 3317.920166
	Iteration 44Q: 3 clusters Score -3345966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3345967.250000 Penalty: 3317.920166
	Iteration 45Q: 3 clusters Score -3345967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3345979.750000 Penalty: 3317.920166
	Iteration 46Q: 3 clusters Score -3345980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3345994.000000 Penalty: 3317.920166
	Iteration 47Q: 3 clusters Score -3345994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -3346002.000000 Penalty: 3317.920166
	Iteration 48Q: 3 clusters Score -3346002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3346015.750000 Penalty: 3317.920166
	Iteration 49Q: 3 clusters Score -3346016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3346020.250000 Penalty: 3317.920166
	Iteration 50Q: 3 clusters Score -3346020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3346022.250000 Penalty: 3317.920166
	Iteration 51Q: 3 clusters Score -3346022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -3346026.500000 Penalty: 3317.920166
	Iteration 52Q: 3 clusters Score -3346026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3346027.750000 Penalty: 3317.920166
	Iteration 53Q: 3 clusters Score -3346028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3346055.250000 Penalty: 3317.920166
	Iteration 54Q: 3 clusters Score -3346055 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3346076.250000 Penalty: 3317.920166
	Iteration 55Q: 3 clusters Score -3346076 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3346103.000000 Penalty: 3317.920166
	Iteration 56Q: 3 clusters Score -3346103 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3346136.750000 Penalty: 3317.920166
	Iteration 57Q: 3 clusters Score -3346137 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3346179.250000 Penalty: 3317.920166
	Iteration 58Q: 3 clusters Score -3346179 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3346207.250000 Penalty: 3317.920166
	Iteration 59Q: 3 clusters Score -3346207 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3346236.000000 Penalty: 3317.920166
	Iteration 60F: 3 clusters Score -3346236 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3346276.750000 Penalty: 3317.920166
	Iteration 61Q: 3 clusters Score -3346277 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -3346309.500000 Penalty: 3317.920166
	Iteration 62Q: 3 clusters Score -3346310 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3346347.750000 Penalty: 3317.920166
	Iteration 63Q: 3 clusters Score -3346348 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3346381.500000 Penalty: 3317.920166
	Iteration 64Q: 3 clusters Score -3346382 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3346418.750000 Penalty: 3317.920166
	Iteration 65Q: 3 clusters Score -3346419 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3346465.000000 Penalty: 3317.920166
	Iteration 66Q: 3 clusters Score -3346465 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -3346501.750000 Penalty: 3317.920166
	Iteration 67Q: 3 clusters Score -3346502 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3346546.500000 Penalty: 3317.920166
	Iteration 68Q: 3 clusters Score -3346546 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3346592.250000 Penalty: 3317.920166
	Iteration 69Q: 3 clusters Score -3346592 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3346689.000000 Penalty: 3317.920166
	Iteration 70Q: 3 clusters Score -3346689 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3346771.250000 Penalty: 3317.920166
	Iteration 71Q: 3 clusters Score -3346771 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3346850.500000 Penalty: 3317.920166
	Iteration 72Q: 3 clusters Score -3346850 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3346915.750000 Penalty: 3317.920166
	Iteration 73Q: 3 clusters Score -3346916 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3347008.250000 Penalty: 3317.920166
	Iteration 74Q: 3 clusters Score -3347008 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3347128.500000 Penalty: 3317.920166
	Iteration 75Q: 3 clusters Score -3347128 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3347236.000000 Penalty: 3317.920166
	Iteration 76Q: 3 clusters Score -3347236 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3347338.750000 Penalty: 3317.920166
	Iteration 77Q: 3 clusters Score -3347339 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3347468.500000 Penalty: 3317.920166
	Iteration 78Q: 3 clusters Score -3347468 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3347590.000000 Penalty: 3317.920166
	Iteration 79Q: 3 clusters Score -3347590 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3347705.750000 Penalty: 3317.920166
	Iteration 80F: 3 clusters Score -3347706 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3347824.500000 Penalty: 3317.920166
	Iteration 81Q: 3 clusters Score -3347824 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3347932.750000 Penalty: 3317.920166
	Iteration 82Q: 3 clusters Score -3347933 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3348018.250000 Penalty: 3317.920166
	Iteration 83Q: 3 clusters Score -3348018 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3348103.250000 Penalty: 3317.920166
	Iteration 84Q: 3 clusters Score -3348103 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3348179.500000 Penalty: 3317.920166
	Iteration 85Q: 3 clusters Score -3348180 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3348254.500000 Penalty: 3317.920166
	Iteration 86Q: 3 clusters Score -3348254 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3348321.750000 Penalty: 3317.920166
	Iteration 87Q: 3 clusters Score -3348322 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3348374.250000 Penalty: 3317.920166
	Iteration 88Q: 3 clusters Score -3348374 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3348426.500000 Penalty: 3317.920166
	Iteration 89Q: 3 clusters Score -3348426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3348475.500000 Penalty: 3317.920166
	Iteration 90Q: 3 clusters Score -3348476 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3348524.750000 Penalty: 3317.920166
	Iteration 91Q: 3 clusters Score -3348525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3348547.000000 Penalty: 3317.920166
	Iteration 92Q: 3 clusters Score -3348547 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3348567.250000 Penalty: 3317.920166
	Iteration 93Q: 3 clusters Score -3348567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3348587.000000 Penalty: 3317.920166
	Iteration 94Q: 3 clusters Score -3348587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3348596.250000 Penalty: 3317.920166
	Iteration 95Q: 3 clusters Score -3348596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3348602.000000 Penalty: 3317.920166
	Iteration 96Q: 3 clusters Score -3348602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3348622.250000 Penalty: 3317.920166
	Iteration 97Q: 3 clusters Score -3348622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3348625.750000 Penalty: 3317.920166
	Iteration 98Q: 3 clusters Score -3348626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3348636.750000 Penalty: 3317.920166
	Iteration 99Q: 3 clusters Score -3348637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3348646.750000 Penalty: 3317.920166
	Iteration 100F: 3 clusters Score -3348647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3348656.500000 Penalty: 3317.920166
	Iteration 101Q: 3 clusters Score -3348656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3348661.000000 Penalty: 3317.920166
	Iteration 102Q: 3 clusters Score -3348661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3348668.750000 Penalty: 3317.920166
	Iteration 103Q: 3 clusters Score -3348669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3348680.000000 Penalty: 3317.920166
	Iteration 104Q: 3 clusters Score -3348680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3348683.500000 Penalty: 3317.920166
	Iteration 105Q: 3 clusters Score -3348684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3348686.000000 Penalty: 3317.920166
	Iteration 106Q: 3 clusters Score -3348686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3348687.250000 Penalty: 3317.920166
	Iteration 107Q: 3 clusters Score -3348687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3348687.500000 Penalty: 3317.920166
	Iteration 108Q: 3 clusters Score -3348688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3348687.500000 Penalty: 3317.920166
	Iteration 109Q: 3 clusters Score -3348688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3348690.250000 Penalty: 3317.920166
	Iteration 110Q: 3 clusters Score -3348690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3348690.250000 Penalty: 3317.920166
	Iteration 111F: 3 clusters Score -3348690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Entering Unmasked Estep 
Score: -3340006.000000 Penalty: 1658.852295
	Iteration 0F: 2 clusters Score -3340006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3322501.750000 Penalty: 3317.704590
	Iteration 0F: 3 clusters Score -3322502 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3329326.000000 Penalty: 3317.704590
	Iteration 1F: 3 clusters Score -3329326 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3329746.500000 Penalty: 3317.704590
	Iteration 2Q: 3 clusters Score -3329746 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3330246.500000 Penalty: 3317.704590
	Iteration 3Q: 3 clusters Score -3330246 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3330872.500000 Penalty: 3317.704590
	Iteration 4Q: 3 clusters Score -3330872 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3331604.500000 Penalty: 3317.704590
	Iteration 5F: 3 clusters Score -3331604 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3332465.000000 Penalty: 3317.704590
	Iteration 6F: 3 clusters Score -3332465 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3333346.750000 Penalty: 3317.704590
	Iteration 7F: 3 clusters Score -3333347 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3334152.750000 Penalty: 3317.704590
	Iteration 8F: 3 clusters Score -3334153 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3334842.000000 Penalty: 3317.704590
	Iteration 9Q: 3 clusters Score -3334842 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3335543.500000 Penalty: 3317.704590
	Iteration 10Q: 3 clusters Score -3335544 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3336146.250000 Penalty: 3317.704590
	Iteration 11Q: 3 clusters Score -3336146 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3336588.000000 Penalty: 3317.704590
	Iteration 12Q: 3 clusters Score -3336588 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3336883.250000 Penalty: 3317.704590
	Iteration 13Q: 3 clusters Score -3336883 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3337077.250000 Penalty: 3317.704590
	Iteration 14Q: 3 clusters Score -3337077 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3337200.250000 Penalty: 3317.704590
	Iteration 15Q: 3 clusters Score -3337200 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3337268.750000 Penalty: 3317.704590
	Iteration 16Q: 3 clusters Score -3337269 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3337327.000000 Penalty: 3317.704590
	Iteration 17Q: 3 clusters Score -3337327 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3337349.750000 Penalty: 3317.704590
	Iteration 18Q: 3 clusters Score -3337350 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3337365.000000 Penalty: 3317.704590
	Iteration 19Q: 3 clusters Score -3337365 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3337385.250000 Penalty: 3317.704590
	Iteration 20F: 3 clusters Score -3337385 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3337433.500000 Penalty: 3317.704590
	Iteration 21Q: 3 clusters Score -3337434 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3337459.000000 Penalty: 3317.704590
	Iteration 22Q: 3 clusters Score -3337459 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3337492.500000 Penalty: 3317.704590
	Iteration 23Q: 3 clusters Score -3337492 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3337537.000000 Penalty: 3317.704590
	Iteration 24Q: 3 clusters Score -3337537 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3337595.250000 Penalty: 3317.704590
	Iteration 25Q: 3 clusters Score -3337595 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3337658.000000 Penalty: 3317.704590
	Iteration 26Q: 3 clusters Score -3337658 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3337730.500000 Penalty: 3317.704590
	Iteration 27Q: 3 clusters Score -3337730 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3337836.000000 Penalty: 3317.704590
	Iteration 28Q: 3 clusters Score -3337836 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -3337911.000000 Penalty: 3317.704590
	Iteration 29Q: 3 clusters Score -3337911 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3337990.750000 Penalty: 3317.704590
	Iteration 30Q: 3 clusters Score -3337991 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3338061.750000 Penalty: 3317.704590
	Iteration 31Q: 3 clusters Score -3338062 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3338168.750000 Penalty: 3317.704590
	Iteration 32Q: 3 clusters Score -3338169 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3338269.500000 Penalty: 3317.704590
	Iteration 33Q: 3 clusters Score -3338270 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3338392.500000 Penalty: 3317.704590
	Iteration 34Q: 3 clusters Score -3338392 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3338506.750000 Penalty: 3317.704590
	Iteration 35Q: 3 clusters Score -3338507 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3338628.750000 Penalty: 3317.704590
	Iteration 36Q: 3 clusters Score -3338629 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3338719.250000 Penalty: 3317.704590
	Iteration 37Q: 3 clusters Score -3338719 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3338805.500000 Penalty: 3317.704590
	Iteration 38Q: 3 clusters Score -3338806 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3338859.000000 Penalty: 3317.704590
	Iteration 39Q: 3 clusters Score -3338859 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3338909.250000 Penalty: 3317.704590
	Iteration 40F: 3 clusters Score -3338909 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3338967.250000 Penalty: 3317.704590
	Iteration 41Q: 3 clusters Score -3338967 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3339012.250000 Penalty: 3317.704590
	Iteration 42Q: 3 clusters Score -3339012 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3339042.000000 Penalty: 3317.704590
	Iteration 43Q: 3 clusters Score -3339042 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3339053.250000 Penalty: 3317.704590
	Iteration 44Q: 3 clusters Score -3339053 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3339071.500000 Penalty: 3317.704590
	Iteration 45Q: 3 clusters Score -3339072 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3339086.000000 Penalty: 3317.704590
	Iteration 46Q: 3 clusters Score -3339086 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3339107.000000 Penalty: 3317.704590
	Iteration 47Q: 3 clusters Score -3339107 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3339114.750000 Penalty: 3317.704590
	Iteration 48Q: 3 clusters Score -3339115 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3339139.500000 Penalty: 3317.704590
	Iteration 49Q: 3 clusters Score -3339140 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3339165.250000 Penalty: 3317.704590
	Iteration 50Q: 3 clusters Score -3339165 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3339178.500000 Penalty: 3317.704590
	Iteration 51Q: 3 clusters Score -3339178 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3339213.750000 Penalty: 3317.704590
	Iteration 52Q: 3 clusters Score -3339214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3339231.250000 Penalty: 3317.704590
	Iteration 53Q: 3 clusters Score -3339231 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3339241.250000 Penalty: 3317.704590
	Iteration 54Q: 3 clusters Score -3339241 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3339258.250000 Penalty: 3317.704590
	Iteration 55Q: 3 clusters Score -3339258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3339252.250000 Penalty: 3317.704590
	Iteration 56Q: 3 clusters Score -3339252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -3339254.750000 Penalty: 3317.704590
	Iteration 57Q: 3 clusters Score -3339255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3339267.000000 Penalty: 3317.704590
	Iteration 58Q: 3 clusters Score -3339267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3339259.500000 Penalty: 3317.704590
	Iteration 59Q: 3 clusters Score -3339260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3339251.250000 Penalty: 3317.704590
	Iteration 60F: 3 clusters Score -3339251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3339259.500000 Penalty: 3317.704590
	Iteration 61Q: 3 clusters Score -3339260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3339256.750000 Penalty: 3317.704590
	Iteration 62Q: 3 clusters Score -3339257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3339252.500000 Penalty: 3317.704590
	Iteration 63Q: 3 clusters Score -3339252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3339264.750000 Penalty: 3317.704590
	Iteration 64Q: 3 clusters Score -3339265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3339271.250000 Penalty: 3317.704590
	Iteration 65Q: 3 clusters Score -3339271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -3339278.000000 Penalty: 3317.704590
	Iteration 66Q: 3 clusters Score -3339278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3339274.000000 Penalty: 3317.704590
	Iteration 67Q: 3 clusters Score -3339274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3339273.000000 Penalty: 3317.704590
	Iteration 68Q: 3 clusters Score -3339273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3339276.500000 Penalty: 3317.704590
	Iteration 69Q: 3 clusters Score -3339276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -3339273.750000 Penalty: 3317.704590
	Iteration 70Q: 3 clusters Score -3339274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3339282.250000 Penalty: 3317.704590
	Iteration 71Q: 3 clusters Score -3339282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3339287.500000 Penalty: 3317.704590
	Iteration 72Q: 3 clusters Score -3339288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3339280.250000 Penalty: 3317.704590
	Iteration 73Q: 3 clusters Score -3339280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3339285.250000 Penalty: 3317.704590
	Iteration 74Q: 3 clusters Score -3339285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3339282.000000 Penalty: 3317.704590
	Iteration 75Q: 3 clusters Score -3339282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3339285.000000 Penalty: 3317.704590
	Iteration 76Q: 3 clusters Score -3339285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3339282.250000 Penalty: 3317.704590
	Iteration 77Q: 3 clusters Score -3339282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3339278.500000 Penalty: 3317.704590
	Iteration 78Q: 3 clusters Score -3339278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3339286.500000 Penalty: 3317.704590
	Iteration 79Q: 3 clusters Score -3339286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3339283.500000 Penalty: 3317.704590
	Iteration 80F: 3 clusters Score -3339284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3339295.750000 Penalty: 3317.704590
	Iteration 81Q: 3 clusters Score -3339296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3339306.000000 Penalty: 3317.704590
	Iteration 82Q: 3 clusters Score -3339306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3339303.500000 Penalty: 3317.704590
	Iteration 83Q: 3 clusters Score -3339304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3339303.000000 Penalty: 3317.704590
	Iteration 84Q: 3 clusters Score -3339303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3339306.500000 Penalty: 3317.704590
	Iteration 85Q: 3 clusters Score -3339306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3339301.750000 Penalty: 3317.704590
	Iteration 86Q: 3 clusters Score -3339302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3339303.000000 Penalty: 3317.704590
	Iteration 87Q: 3 clusters Score -3339303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3339308.750000 Penalty: 3317.704590
	Iteration 88Q: 3 clusters Score -3339309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3339304.000000 Penalty: 3317.704590
	Iteration 89Q: 3 clusters Score -3339304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3339300.750000 Penalty: 3317.704590
	Iteration 90Q: 3 clusters Score -3339301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3339301.000000 Penalty: 3317.704590
	Iteration 91Q: 3 clusters Score -3339301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3339301.500000 Penalty: 3317.704590
	Iteration 92Q: 3 clusters Score -3339302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3339304.750000 Penalty: 3317.704590
	Iteration 93Q: 3 clusters Score -3339305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3339305.750000 Penalty: 3317.704590
	Iteration 94Q: 3 clusters Score -3339306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -3339307.250000 Penalty: 3317.704590
	Iteration 95Q: 3 clusters Score -3339307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3339299.500000 Penalty: 3317.704590
	Iteration 96Q: 3 clusters Score -3339300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3339302.000000 Penalty: 3317.704590
	Iteration 97Q: 3 clusters Score -3339302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3339307.000000 Penalty: 3317.704590
	Iteration 98Q: 3 clusters Score -3339307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3339307.250000 Penalty: 3317.704590
	Iteration 99Q: 3 clusters Score -3339307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3339314.500000 Penalty: 3317.704590
	Iteration 100F: 3 clusters Score -3339314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3339309.750000 Penalty: 3317.704590
	Iteration 101Q: 3 clusters Score -3339310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3339310.250000 Penalty: 3317.704590
	Iteration 102Q: 3 clusters Score -3339310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3339312.500000 Penalty: 3317.704590
	Iteration 103Q: 3 clusters Score -3339312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -3339314.750000 Penalty: 3317.704590
	Iteration 104Q: 3 clusters Score -3339315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -3339308.750000 Penalty: 3317.704590
	Iteration 105Q: 3 clusters Score -3339309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3339303.250000 Penalty: 3317.704590
	Iteration 106Q: 3 clusters Score -3339303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3339309.250000 Penalty: 3317.704590
	Iteration 107Q: 3 clusters Score -3339309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3339311.500000 Penalty: 3317.704590
	Iteration 108Q: 3 clusters Score -3339312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3339309.500000 Penalty: 3317.704590
	Iteration 109Q: 3 clusters Score -3339310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3339306.500000 Penalty: 3317.704590
	Iteration 110Q: 3 clusters Score -3339306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3339307.500000 Penalty: 3317.704590
	Iteration 111Q: 3 clusters Score -3339308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3339310.250000 Penalty: 3317.704590
	Iteration 112Q: 3 clusters Score -3339310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3339310.250000 Penalty: 3317.704590
	Iteration 113F: 3 clusters Score -3339310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Entering Unmasked Estep 
Score: -2165821.500000 Penalty: 1595.351685
	Iteration 0F: 2 clusters Score -2165822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2153207.000000 Penalty: 3190.703369
	Iteration 0F: 3 clusters Score -2153207 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2157913.750000 Penalty: 3190.703369
	Iteration 1F: 3 clusters Score -2157914 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2158588.250000 Penalty: 3190.703369
	Iteration 2F: 3 clusters Score -2158588 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2159658.500000 Penalty: 3190.703369
	Iteration 3F: 3 clusters Score -2159658 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2160943.500000 Penalty: 3190.703369
	Iteration 4F: 3 clusters Score -2160944 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2162236.500000 Penalty: 3190.703369
	Iteration 5F: 3 clusters Score -2162236 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2163235.750000 Penalty: 3190.703369
	Iteration 6F: 3 clusters Score -2163236 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2163905.250000 Penalty: 3190.703369
	Iteration 7F: 3 clusters Score -2163905 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2164311.750000 Penalty: 3190.703369
	Iteration 8Q: 3 clusters Score -2164312 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2164557.000000 Penalty: 3190.703369
	Iteration 9Q: 3 clusters Score -2164557 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2164707.000000 Penalty: 3190.703369
	Iteration 10Q: 3 clusters Score -2164707 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2164822.500000 Penalty: 3190.703369
	Iteration 11Q: 3 clusters Score -2164822 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2164919.000000 Penalty: 3190.703369
	Iteration 12Q: 3 clusters Score -2164919 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2165014.250000 Penalty: 3190.703369
	Iteration 13Q: 3 clusters Score -2165014 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2165088.500000 Penalty: 3190.703369
	Iteration 14Q: 3 clusters Score -2165088 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2165153.500000 Penalty: 3190.703369
	Iteration 15Q: 3 clusters Score -2165154 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2165213.750000 Penalty: 3190.703369
	Iteration 16Q: 3 clusters Score -2165214 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2165276.000000 Penalty: 3190.703369
	Iteration 17Q: 3 clusters Score -2165276 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2165328.250000 Penalty: 3190.703369
	Iteration 18Q: 3 clusters Score -2165328 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2165390.250000 Penalty: 3190.703369
	Iteration 19Q: 3 clusters Score -2165390 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2165466.000000 Penalty: 3190.703369
	Iteration 20F: 3 clusters Score -2165466 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2165545.000000 Penalty: 3190.703369
	Iteration 21Q: 3 clusters Score -2165545 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2165627.250000 Penalty: 3190.703369
	Iteration 22Q: 3 clusters Score -2165627 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2165697.500000 Penalty: 3190.703369
	Iteration 23Q: 3 clusters Score -2165698 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2165733.000000 Penalty: 3190.703369
	Iteration 24Q: 3 clusters Score -2165733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2165760.000000 Penalty: 3190.703369
	Iteration 25Q: 3 clusters Score -2165760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2165788.750000 Penalty: 3190.703369
	Iteration 26Q: 3 clusters Score -2165789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2165801.250000 Penalty: 3190.703369
	Iteration 27Q: 3 clusters Score -2165801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2165823.500000 Penalty: 3190.703369
	Iteration 28Q: 3 clusters Score -2165824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2165832.250000 Penalty: 3190.703369
	Iteration 29Q: 3 clusters Score -2165832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2165852.250000 Penalty: 3190.703369
	Iteration 30Q: 3 clusters Score -2165852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2165858.250000 Penalty: 3190.703369
	Iteration 31Q: 3 clusters Score -2165858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2165873.750000 Penalty: 3190.703369
	Iteration 32Q: 3 clusters Score -2165874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2165884.000000 Penalty: 3190.703369
	Iteration 33Q: 3 clusters Score -2165884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2165888.500000 Penalty: 3190.703369
	Iteration 34Q: 3 clusters Score -2165888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2165888.750000 Penalty: 3190.703369
	Iteration 35Q: 3 clusters Score -2165889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2165891.000000 Penalty: 3190.703369
	Iteration 36Q: 3 clusters Score -2165891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2165891.250000 Penalty: 3190.703369
	Iteration 37Q: 3 clusters Score -2165891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2165895.250000 Penalty: 3190.703369
	Iteration 38Q: 3 clusters Score -2165895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2165897.250000 Penalty: 3190.703369
	Iteration 39Q: 3 clusters Score -2165897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2165899.000000 Penalty: 3190.703369
	Iteration 40F: 3 clusters Score -2165899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2165901.750000 Penalty: 3190.703369
	Iteration 41Q: 3 clusters Score -2165902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2165899.500000 Penalty: 3190.703369
	Iteration 42Q: 3 clusters Score -2165900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2165899.750000 Penalty: 3190.703369
	Iteration 43Q: 3 clusters Score -2165900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2165899.750000 Penalty: 3190.703369
	Iteration 44F: 3 clusters Score -2165900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1605 members 
Mstep: Class 8 contains 40901 members 
Mstep: Class 9 contains 137 members 
Mstep: Class 10 contains 26262 members 
Mstep: Class 11 contains 31471 members 
Mstep: Class 12 contains 34402 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 21 contains 27146 members 
Mstep: Class 22 contains 27128 members 
Mstep: Class 24 contains 1190 members 
Entering Unmasked Estep 
Score: -26434146.000000 Penalty: 27982.333984
Splitting cluster 24 changes total score from -26434096.000000 to -26434146.000000
So it's getting split into cluster 1.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1605 members 
Mstep: Class 8 contains 40901 members 
Mstep: Class 9 contains 137 members 
Mstep: Class 10 contains 26262 members 
Mstep: Class 11 contains 31471 members 
Mstep: Class 12 contains 34402 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 21 contains 27146 members 
Mstep: Class 22 contains 27128 members 
Mstep: Class 24 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26434658.000000 Penalty: 27982.333984
Iteration 39Q: 15 clusters Score -2.643466e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1642 members 
Mstep: Class 8 contains 40853 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 25937 members 
Mstep: Class 11 contains 31057 members 
Mstep: Class 12 contains 34154 members 
Mstep: Class 13 contains 8529 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 21 contains 28380 members 
Mstep: Class 22 contains 26937 members 
Mstep: Class 24 contains 1232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26435468.000000 Penalty: 27982.333984
Iteration 40F: 15 clusters Score -2.643547e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1653 members 
Mstep: Class 8 contains 40530 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 25372 members 
Mstep: Class 11 contains 30483 members 
Mstep: Class 12 contains 33863 members 
Mstep: Class 13 contains 8570 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 21 contains 29830 members 
Mstep: Class 22 contains 26759 members 
Mstep: Class 24 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26436598.000000 Penalty: 27982.333984
Iteration 41Q: 15 clusters Score -2.64366e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 8 contains 40387 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 24856 members 
Mstep: Class 11 contains 29896 members 
Mstep: Class 12 contains 33515 members 
Mstep: Class 13 contains 8601 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 21 contains 31214 members 
Mstep: Class 22 contains 26571 members 
Mstep: Class 24 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26437572.000000 Penalty: 27982.333984
Iteration 42Q: 15 clusters Score -2.643757e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1668 members 
Mstep: Class 8 contains 40370 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 24418 members 
Mstep: Class 11 contains 29331 members 
Mstep: Class 12 contains 33195 members 
Mstep: Class 13 contains 8613 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 19 contains 404 members 
Mstep: Class 21 contains 32444 members 
Mstep: Class 22 contains 26397 members 
Mstep: Class 24 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438138.000000 Penalty: 27982.333984
Iteration 43Q: 15 clusters Score -2.643814e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 8 contains 40363 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 24068 members 
Mstep: Class 11 contains 28874 members 
Mstep: Class 12 contains 32907 members 
Mstep: Class 13 contains 8588 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 21 contains 33522 members 
Mstep: Class 22 contains 26234 members 
Mstep: Class 24 contains 1335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438342.000000 Penalty: 27982.333984
Iteration 44Q: 15 clusters Score -2.643834e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 8 contains 40392 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 23789 members 
Mstep: Class 11 contains 28506 members 
Mstep: Class 12 contains 32687 members 
Mstep: Class 13 contains 8556 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 34379 members 
Mstep: Class 22 contains 26091 members 
Mstep: Class 24 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438486.000000 Penalty: 27982.333984
Iteration 45Q: 15 clusters Score -2.643849e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 8 contains 40408 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 23673 members 
Mstep: Class 11 contains 28273 members 
Mstep: Class 12 contains 32513 members 
Mstep: Class 13 contains 8538 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 34891 members 
Mstep: Class 22 contains 25978 members 
Mstep: Class 24 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438590.000000 Penalty: 27982.333984
Iteration 46Q: 15 clusters Score -2.643859e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 8 contains 40376 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 23679 members 
Mstep: Class 11 contains 28228 members 
Mstep: Class 12 contains 32418 members 
Mstep: Class 13 contains 8525 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 21 contains 35034 members 
Mstep: Class 22 contains 25896 members 
Mstep: Class 24 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438630.000000 Penalty: 27982.333984
Iteration 47Q: 15 clusters Score -2.643863e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 8 contains 40345 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 23773 members 
Mstep: Class 11 contains 28311 members 
Mstep: Class 12 contains 32384 members 
Mstep: Class 13 contains 8508 members 
Mstep: Class 15 contains 2960 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 21 contains 34935 members 
Mstep: Class 22 contains 25814 members 
Mstep: Class 24 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438590.000000 Penalty: 27982.333984
Iteration 48Q: 15 clusters Score -2.643859e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 8 contains 40277 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 24025 members 
Mstep: Class 11 contains 28481 members 
Mstep: Class 12 contains 32452 members 
Mstep: Class 13 contains 8476 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 21 contains 34599 members 
Mstep: Class 22 contains 25731 members 
Mstep: Class 24 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438842.000000 Penalty: 27982.333984
Iteration 49Q: 15 clusters Score -2.643884e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 8 contains 40248 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 24338 members 
Mstep: Class 11 contains 28759 members 
Mstep: Class 12 contains 32485 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 15 contains 2864 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 21 contains 34076 members 
Mstep: Class 22 contains 25667 members 
Mstep: Class 24 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26438918.000000 Penalty: 27982.333984
Iteration 50Q: 15 clusters Score -2.643892e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1685 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 24685 members 
Mstep: Class 11 contains 29074 members 
Mstep: Class 12 contains 32521 members 
Mstep: Class 13 contains 8431 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 21 contains 33487 members 
Mstep: Class 22 contains 25641 members 
Mstep: Class 24 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439000.000000 Penalty: 27982.333984
Iteration 51Q: 15 clusters Score -2.6439e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 8 contains 40131 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 25039 members 
Mstep: Class 11 contains 29429 members 
Mstep: Class 12 contains 32552 members 
Mstep: Class 13 contains 8394 members 
Mstep: Class 15 contains 2772 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 21 contains 32861 members 
Mstep: Class 22 contains 25624 members 
Mstep: Class 24 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439112.000000 Penalty: 27982.333984
Iteration 52Q: 15 clusters Score -2.643911e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 8 contains 40089 members 
Mstep: Class 9 contains 140 members 
Mstep: Class 10 contains 25364 members 
Mstep: Class 11 contains 29764 members 
Mstep: Class 12 contains 32559 members 
Mstep: Class 13 contains 8366 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 21 contains 32253 members 
Mstep: Class 22 contains 25625 members 
Mstep: Class 24 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439148.000000 Penalty: 27982.333984
Iteration 53Q: 15 clusters Score -2.643915e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 8 contains 40035 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 25688 members 
Mstep: Class 11 contains 30112 members 
Mstep: Class 12 contains 32558 members 
Mstep: Class 13 contains 8345 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 21 contains 31673 members 
Mstep: Class 22 contains 25619 members 
Mstep: Class 24 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439308.000000 Penalty: 27982.333984
Iteration 54Q: 15 clusters Score -2.643931e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 8 contains 39991 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26003 members 
Mstep: Class 11 contains 30463 members 
Mstep: Class 12 contains 32534 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 15 contains 2658 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 21 contains 31120 members 
Mstep: Class 22 contains 25616 members 
Mstep: Class 24 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439372.000000 Penalty: 27982.333984
Iteration 55Q: 15 clusters Score -2.643937e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 8 contains 39933 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26283 members 
Mstep: Class 11 contains 30802 members 
Mstep: Class 12 contains 32509 members 
Mstep: Class 13 contains 8300 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 21 contains 30630 members 
Mstep: Class 22 contains 25619 members 
Mstep: Class 24 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439548.000000 Penalty: 27982.333984
Iteration 56Q: 15 clusters Score -2.643955e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 8 contains 39900 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26544 members 
Mstep: Class 11 contains 31114 members 
Mstep: Class 12 contains 32490 members 
Mstep: Class 13 contains 8272 members 
Mstep: Class 15 contains 2577 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 21 contains 30169 members 
Mstep: Class 22 contains 25610 members 
Mstep: Class 24 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439642.000000 Penalty: 27982.333984
Iteration 57Q: 15 clusters Score -2.643964e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 8 contains 39881 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26761 members 
Mstep: Class 11 contains 31390 members 
Mstep: Class 12 contains 32491 members 
Mstep: Class 13 contains 8263 members 
Mstep: Class 15 contains 2531 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 21 contains 29729 members 
Mstep: Class 22 contains 25595 members 
Mstep: Class 24 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439766.000000 Penalty: 27982.333984
Iteration 58Q: 15 clusters Score -2.643977e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 8 contains 39873 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26961 members 
Mstep: Class 11 contains 31645 members 
Mstep: Class 12 contains 32466 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 21 contains 29332 members 
Mstep: Class 22 contains 25592 members 
Mstep: Class 24 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439762.000000 Penalty: 27982.333984
Iteration 59Q: 15 clusters Score -2.643976e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 8 contains 39848 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27152 members 
Mstep: Class 11 contains 31875 members 
Mstep: Class 12 contains 32447 members 
Mstep: Class 13 contains 8251 members 
Mstep: Class 15 contains 2435 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 21 contains 28986 members 
Mstep: Class 22 contains 25591 members 
Mstep: Class 24 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439714.000000 Penalty: 27982.333984
Iteration 60F: 15 clusters Score -2.643971e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1685 members 
Mstep: Class 8 contains 39829 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27280 members 
Mstep: Class 11 contains 32084 members 
Mstep: Class 12 contains 32415 members 
Mstep: Class 13 contains 8233 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 19 contains 398 members 
Mstep: Class 21 contains 28751 members 
Mstep: Class 22 contains 25585 members 
Mstep: Class 24 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439920.000000 Penalty: 27982.333984
Iteration 61Q: 15 clusters Score -2.643992e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 8 contains 39819 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27365 members 
Mstep: Class 11 contains 32295 members 
Mstep: Class 12 contains 32381 members 
Mstep: Class 13 contains 8217 members 
Mstep: Class 15 contains 2353 members 
Mstep: Class 19 contains 396 members 
Mstep: Class 21 contains 28561 members 
Mstep: Class 22 contains 25568 members 
Mstep: Class 24 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439938.000000 Penalty: 27982.333984
Iteration 62Q: 15 clusters Score -2.643994e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 8 contains 39793 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27455 members 
Mstep: Class 11 contains 32463 members 
Mstep: Class 12 contains 32319 members 
Mstep: Class 13 contains 8210 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 19 contains 397 members 
Mstep: Class 21 contains 28425 members 
Mstep: Class 22 contains 25557 members 
Mstep: Class 24 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26439978.000000 Penalty: 27982.333984
Iteration 63Q: 15 clusters Score -2.643998e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 8 contains 39782 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27531 members 
Mstep: Class 11 contains 32612 members 
Mstep: Class 12 contains 32263 members 
Mstep: Class 13 contains 8213 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28295 members 
Mstep: Class 22 contains 25548 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440084.000000 Penalty: 27982.333984
Iteration 64Q: 15 clusters Score -2.644008e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 8 contains 39800 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27565 members 
Mstep: Class 11 contains 32738 members 
Mstep: Class 12 contains 32215 members 
Mstep: Class 13 contains 8204 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28195 members 
Mstep: Class 22 contains 25539 members 
Mstep: Class 24 contains 1454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440156.000000 Penalty: 27982.333984
Iteration 65Q: 15 clusters Score -2.644016e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 8 contains 39808 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27598 members 
Mstep: Class 11 contains 32827 members 
Mstep: Class 12 contains 32179 members 
Mstep: Class 13 contains 8197 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28133 members 
Mstep: Class 22 contains 25525 members 
Mstep: Class 24 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440130.000000 Penalty: 27982.333984
Iteration 66Q: 15 clusters Score -2.644013e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 8 contains 39814 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27601 members 
Mstep: Class 11 contains 32899 members 
Mstep: Class 12 contains 32150 members 
Mstep: Class 13 contains 8194 members 
Mstep: Class 15 contains 2231 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28102 members 
Mstep: Class 22 contains 25514 members 
Mstep: Class 24 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440126.000000 Penalty: 27982.333984
Iteration 67Q: 15 clusters Score -2.644013e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 8 contains 39821 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27603 members 
Mstep: Class 11 contains 32963 members 
Mstep: Class 12 contains 32127 members 
Mstep: Class 13 contains 8185 members 
Mstep: Class 15 contains 2213 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28077 members 
Mstep: Class 22 contains 25493 members 
Mstep: Class 24 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440050.000000 Penalty: 27982.333984
Iteration 68Q: 15 clusters Score -2.644005e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 8 contains 39835 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27619 members 
Mstep: Class 11 contains 33010 members 
Mstep: Class 12 contains 32092 members 
Mstep: Class 13 contains 8186 members 
Mstep: Class 15 contains 2189 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28057 members 
Mstep: Class 22 contains 25478 members 
Mstep: Class 24 contains 1458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440026.000000 Penalty: 27982.333984
Iteration 69Q: 15 clusters Score -2.644003e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 8 contains 39812 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27623 members 
Mstep: Class 11 contains 33079 members 
Mstep: Class 12 contains 32075 members 
Mstep: Class 13 contains 8179 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28063 members 
Mstep: Class 22 contains 25460 members 
Mstep: Class 24 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440124.000000 Penalty: 27982.333984
Iteration 70Q: 15 clusters Score -2.644012e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 8 contains 39828 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27615 members 
Mstep: Class 11 contains 33117 members 
Mstep: Class 12 contains 32072 members 
Mstep: Class 13 contains 8179 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28046 members 
Mstep: Class 22 contains 25435 members 
Mstep: Class 24 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440010.000000 Penalty: 27982.333984
Iteration 71Q: 15 clusters Score -2.644001e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1671 members 
Mstep: Class 8 contains 39799 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27592 members 
Mstep: Class 11 contains 33139 members 
Mstep: Class 12 contains 32085 members 
Mstep: Class 13 contains 8193 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28062 members 
Mstep: Class 22 contains 25412 members 
Mstep: Class 24 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440126.000000 Penalty: 27982.333984
Iteration 72Q: 15 clusters Score -2.644013e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1670 members 
Mstep: Class 8 contains 39791 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27564 members 
Mstep: Class 11 contains 33142 members 
Mstep: Class 12 contains 32097 members 
Mstep: Class 13 contains 8198 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28099 members 
Mstep: Class 22 contains 25391 members 
Mstep: Class 24 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440082.000000 Penalty: 27982.333984
Iteration 73Q: 15 clusters Score -2.644008e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1670 members 
Mstep: Class 8 contains 39803 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27526 members 
Mstep: Class 11 contains 33152 members 
Mstep: Class 12 contains 32094 members 
Mstep: Class 13 contains 8186 members 
Mstep: Class 15 contains 2124 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28156 members 
Mstep: Class 22 contains 25374 members 
Mstep: Class 24 contains 1461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440060.000000 Penalty: 27982.333984
Iteration 74Q: 15 clusters Score -2.644006e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1668 members 
Mstep: Class 8 contains 39790 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27500 members 
Mstep: Class 11 contains 33146 members 
Mstep: Class 12 contains 32089 members 
Mstep: Class 13 contains 8177 members 
Mstep: Class 15 contains 2120 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28244 members 
Mstep: Class 22 contains 25355 members 
Mstep: Class 24 contains 1462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440076.000000 Penalty: 27982.333984
Iteration 75Q: 15 clusters Score -2.644008e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 8 contains 39777 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27461 members 
Mstep: Class 11 contains 33151 members 
Mstep: Class 12 contains 32089 members 
Mstep: Class 13 contains 8174 members 
Mstep: Class 15 contains 2121 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28302 members 
Mstep: Class 22 contains 25336 members 
Mstep: Class 24 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440056.000000 Penalty: 27982.333984
Iteration 76Q: 15 clusters Score -2.644006e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 8 contains 39782 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 33147 members 
Mstep: Class 12 contains 32085 members 
Mstep: Class 13 contains 8171 members 
Mstep: Class 15 contains 2117 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28374 members 
Mstep: Class 22 contains 25318 members 
Mstep: Class 24 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440130.000000 Penalty: 27982.333984
Iteration 77Q: 15 clusters Score -2.644013e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 8 contains 39796 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27357 members 
Mstep: Class 11 contains 33120 members 
Mstep: Class 12 contains 32079 members 
Mstep: Class 13 contains 8173 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28456 members 
Mstep: Class 22 contains 25300 members 
Mstep: Class 24 contains 1464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440148.000000 Penalty: 27982.333984
Iteration 78Q: 15 clusters Score -2.644015e+07 nChanged 312
Entering ConstructFrom: 
Score: -26440148.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (19283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Entering Unmasked Estep 
Score: -2293075.250000 Penalty: 1603.384155
	Iteration 0F: 2 clusters Score -2293075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2279900.750000 Penalty: 3206.768311
	Iteration 0F: 3 clusters Score -2279901 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2284697.750000 Penalty: 3206.768311
	Iteration 1F: 3 clusters Score -2284698 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2285082.750000 Penalty: 3206.768311
	Iteration 2F: 3 clusters Score -2285083 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2285494.750000 Penalty: 3206.768311
	Iteration 3Q: 3 clusters Score -2285495 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2286013.500000 Penalty: 3206.768311
	Iteration 4Q: 3 clusters Score -2286014 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2286713.250000 Penalty: 3206.768311
	Iteration 5F: 3 clusters Score -2286713 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2287592.250000 Penalty: 3206.768311
	Iteration 6F: 3 clusters Score -2287592 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2288540.250000 Penalty: 3206.768311
	Iteration 7F: 3 clusters Score -2288540 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2289482.750000 Penalty: 3206.768311
	Iteration 8F: 3 clusters Score -2289483 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2290224.000000 Penalty: 3206.768311
	Iteration 9F: 3 clusters Score -2290224 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2290677.750000 Penalty: 3206.768311
	Iteration 10Q: 3 clusters Score -2290678 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2290945.750000 Penalty: 3206.768311
	Iteration 11Q: 3 clusters Score -2290946 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2291138.750000 Penalty: 3206.768311
	Iteration 12Q: 3 clusters Score -2291139 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2291273.250000 Penalty: 3206.768311
	Iteration 13Q: 3 clusters Score -2291273 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2291383.000000 Penalty: 3206.768311
	Iteration 14Q: 3 clusters Score -2291383 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2291459.000000 Penalty: 3206.768311
	Iteration 15Q: 3 clusters Score -2291459 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2291522.000000 Penalty: 3206.768311
	Iteration 16Q: 3 clusters Score -2291522 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2291581.000000 Penalty: 3206.768311
	Iteration 17Q: 3 clusters Score -2291581 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2291614.750000 Penalty: 3206.768311
	Iteration 18Q: 3 clusters Score -2291615 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2291650.250000 Penalty: 3206.768311
	Iteration 19Q: 3 clusters Score -2291650 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2291682.750000 Penalty: 3206.768311
	Iteration 20F: 3 clusters Score -2291683 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2291710.750000 Penalty: 3206.768311
	Iteration 21Q: 3 clusters Score -2291711 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2291747.000000 Penalty: 3206.768311
	Iteration 22Q: 3 clusters Score -2291747 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2291757.500000 Penalty: 3206.768311
	Iteration 23Q: 3 clusters Score -2291758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2291775.000000 Penalty: 3206.768311
	Iteration 24Q: 3 clusters Score -2291775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2291780.000000 Penalty: 3206.768311
	Iteration 25Q: 3 clusters Score -2291780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2291787.500000 Penalty: 3206.768311
	Iteration 26Q: 3 clusters Score -2291788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2291800.500000 Penalty: 3206.768311
	Iteration 27Q: 3 clusters Score -2291800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2291800.500000 Penalty: 3206.768311
	Iteration 28Q: 3 clusters Score -2291800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2291806.000000 Penalty: 3206.768311
	Iteration 29Q: 3 clusters Score -2291806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2291810.000000 Penalty: 3206.768311
	Iteration 30Q: 3 clusters Score -2291810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2291814.000000 Penalty: 3206.768311
	Iteration 31Q: 3 clusters Score -2291814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2291818.500000 Penalty: 3206.768311
	Iteration 32Q: 3 clusters Score -2291818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2291819.000000 Penalty: 3206.768311
	Iteration 33Q: 3 clusters Score -2291819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2291821.750000 Penalty: 3206.768311
	Iteration 34Q: 3 clusters Score -2291822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2291826.750000 Penalty: 3206.768311
	Iteration 35Q: 3 clusters Score -2291827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2291828.750000 Penalty: 3206.768311
	Iteration 36Q: 3 clusters Score -2291829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2291829.250000 Penalty: 3206.768311
	Iteration 37Q: 3 clusters Score -2291829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2291832.500000 Penalty: 3206.768311
	Iteration 38Q: 3 clusters Score -2291832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2291842.250000 Penalty: 3206.768311
	Iteration 39Q: 3 clusters Score -2291842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2291845.000000 Penalty: 3206.768311
	Iteration 40F: 3 clusters Score -2291845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2291844.750000 Penalty: 3206.768311
	Iteration 41Q: 3 clusters Score -2291845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2291846.750000 Penalty: 3206.768311
	Iteration 42Q: 3 clusters Score -2291847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2291846.000000 Penalty: 3206.768311
	Iteration 43Q: 3 clusters Score -2291846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2291846.000000 Penalty: 3206.768311
	Iteration 44Q: 3 clusters Score -2291846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2291851.500000 Penalty: 3206.768311
	Iteration 45Q: 3 clusters Score -2291852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2291844.750000 Penalty: 3206.768311
	Iteration 46Q: 3 clusters Score -2291845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2291849.250000 Penalty: 3206.768311
	Iteration 47Q: 3 clusters Score -2291849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2291849.500000 Penalty: 3206.768311
	Iteration 48Q: 3 clusters Score -2291850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2291853.000000 Penalty: 3206.768311
	Iteration 49Q: 3 clusters Score -2291853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2291852.500000 Penalty: 3206.768311
	Iteration 50Q: 3 clusters Score -2291852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2291853.750000 Penalty: 3206.768311
	Iteration 51Q: 3 clusters Score -2291854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2291851.750000 Penalty: 3206.768311
	Iteration 52Q: 3 clusters Score -2291852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2291855.750000 Penalty: 3206.768311
	Iteration 53Q: 3 clusters Score -2291856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2291852.250000 Penalty: 3206.768311
	Iteration 54Q: 3 clusters Score -2291852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2291855.000000 Penalty: 3206.768311
	Iteration 55Q: 3 clusters Score -2291855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2291858.000000 Penalty: 3206.768311
	Iteration 56Q: 3 clusters Score -2291858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2291862.000000 Penalty: 3206.768311
	Iteration 57Q: 3 clusters Score -2291862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2291863.500000 Penalty: 3206.768311
	Iteration 58Q: 3 clusters Score -2291864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2291869.000000 Penalty: 3206.768311
	Iteration 59Q: 3 clusters Score -2291869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2291873.500000 Penalty: 3206.768311
	Iteration 60F: 3 clusters Score -2291874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2291872.750000 Penalty: 3206.768311
	Iteration 61Q: 3 clusters Score -2291873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2291878.000000 Penalty: 3206.768311
	Iteration 62Q: 3 clusters Score -2291878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2291880.500000 Penalty: 3206.768311
	Iteration 63Q: 3 clusters Score -2291880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2291883.500000 Penalty: 3206.768311
	Iteration 64Q: 3 clusters Score -2291884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2291881.750000 Penalty: 3206.768311
	Iteration 65Q: 3 clusters Score -2291882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2291883.750000 Penalty: 3206.768311
	Iteration 66Q: 3 clusters Score -2291884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2291886.500000 Penalty: 3206.768311
	Iteration 67Q: 3 clusters Score -2291886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2291890.500000 Penalty: 3206.768311
	Iteration 68Q: 3 clusters Score -2291890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2291890.000000 Penalty: 3206.768311
	Iteration 69Q: 3 clusters Score -2291890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2291893.250000 Penalty: 3206.768311
	Iteration 70Q: 3 clusters Score -2291893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2291897.500000 Penalty: 3206.768311
	Iteration 71Q: 3 clusters Score -2291898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2291896.000000 Penalty: 3206.768311
	Iteration 72Q: 3 clusters Score -2291896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2291896.250000 Penalty: 3206.768311
	Iteration 73Q: 3 clusters Score -2291896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2291899.250000 Penalty: 3206.768311
	Iteration 74Q: 3 clusters Score -2291899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2291901.500000 Penalty: 3206.768311
	Iteration 75Q: 3 clusters Score -2291902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2291903.000000 Penalty: 3206.768311
	Iteration 76Q: 3 clusters Score -2291903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2291900.000000 Penalty: 3206.768311
	Iteration 77Q: 3 clusters Score -2291900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2291899.500000 Penalty: 3206.768311
	Iteration 78Q: 3 clusters Score -2291900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2291899.750000 Penalty: 3206.768311
	Iteration 79Q: 3 clusters Score -2291900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2291899.750000 Penalty: 3206.768311
	Iteration 80F: 3 clusters Score -2291900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53331.648438 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53331.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52390.640625 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52390.64 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52503.371094 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52503.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52524.980469 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52524.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52527.097656 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52527.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52527.097656 Penalty: 1881.737183
	Iteration 4F: 3 clusters Score -52527.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Entering Unmasked Estep 
Score: -192435.859375 Penalty: 1205.259155
	Iteration 0F: 2 clusters Score -192435.9 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 861 members 
Entering Unmasked Estep 
Score: -190582.140625 Penalty: 2410.518311
	Iteration 0F: 3 clusters Score -190582.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -190982.671875 Penalty: 2410.518311
	Iteration 1F: 3 clusters Score -190982.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -191082.031250 Penalty: 2410.518311
	Iteration 2F: 3 clusters Score -191082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -191133.593750 Penalty: 2410.518311
	Iteration 3Q: 3 clusters Score -191133.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -191160.500000 Penalty: 2410.518311
	Iteration 4Q: 3 clusters Score -191160.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -191175.750000 Penalty: 2410.518311
	Iteration 5Q: 3 clusters Score -191175.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -191185.406250 Penalty: 2410.518311
	Iteration 6Q: 3 clusters Score -191185.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -191191.703125 Penalty: 2410.518311
	Iteration 7Q: 3 clusters Score -191191.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -191202.828125 Penalty: 2410.518311
	Iteration 8Q: 3 clusters Score -191202.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -191214.875000 Penalty: 2410.518311
	Iteration 9Q: 3 clusters Score -191214.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -191227.703125 Penalty: 2410.518311
	Iteration 10Q: 3 clusters Score -191227.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -191239.078125 Penalty: 2410.518311
	Iteration 11Q: 3 clusters Score -191239.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -191249.578125 Penalty: 2410.518311
	Iteration 12Q: 3 clusters Score -191249.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -191261.671875 Penalty: 2410.518311
	Iteration 13Q: 3 clusters Score -191261.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -191281.625000 Penalty: 2410.518311
	Iteration 14Q: 3 clusters Score -191281.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -191300.234375 Penalty: 2410.518311
	Iteration 15Q: 3 clusters Score -191300.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -191316.140625 Penalty: 2410.518311
	Iteration 16Q: 3 clusters Score -191316.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -191326.984375 Penalty: 2410.518311
	Iteration 17Q: 3 clusters Score -191327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -191335.015625 Penalty: 2410.518311
	Iteration 18Q: 3 clusters Score -191335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -191340.859375 Penalty: 2410.518311
	Iteration 19Q: 3 clusters Score -191340.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -191345.359375 Penalty: 2410.518311
	Iteration 20F: 3 clusters Score -191345.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -191348.468750 Penalty: 2410.518311
	Iteration 21Q: 3 clusters Score -191348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -191349.609375 Penalty: 2410.518311
	Iteration 22Q: 3 clusters Score -191349.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -191350.453125 Penalty: 2410.518311
	Iteration 23Q: 3 clusters Score -191350.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -191352.890625 Penalty: 2410.518311
	Iteration 24Q: 3 clusters Score -191352.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -191357.078125 Penalty: 2410.518311
	Iteration 25Q: 3 clusters Score -191357.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -191361.546875 Penalty: 2410.518311
	Iteration 26Q: 3 clusters Score -191361.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -191365.968750 Penalty: 2410.518311
	Iteration 27Q: 3 clusters Score -191366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -191374.812500 Penalty: 2410.518311
	Iteration 28Q: 3 clusters Score -191374.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -191391.843750 Penalty: 2410.518311
	Iteration 29Q: 3 clusters Score -191391.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -191402.296875 Penalty: 2410.518311
	Iteration 30Q: 3 clusters Score -191402.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -191406.343750 Penalty: 2410.518311
	Iteration 31Q: 3 clusters Score -191406.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -191410.203125 Penalty: 2410.518311
	Iteration 32Q: 3 clusters Score -191410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -191412.125000 Penalty: 2410.518311
	Iteration 33Q: 3 clusters Score -191412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -191414.640625 Penalty: 2410.518311
	Iteration 34Q: 3 clusters Score -191414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -191416.390625 Penalty: 2410.518311
	Iteration 35Q: 3 clusters Score -191416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -191417.859375 Penalty: 2410.518311
	Iteration 36Q: 3 clusters Score -191417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -191419.468750 Penalty: 2410.518311
	Iteration 37Q: 3 clusters Score -191419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -191421.500000 Penalty: 2410.518311
	Iteration 38Q: 3 clusters Score -191421.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -191423.984375 Penalty: 2410.518311
	Iteration 39Q: 3 clusters Score -191424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -191425.765625 Penalty: 2410.518311
	Iteration 40F: 3 clusters Score -191425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -191426.640625 Penalty: 2410.518311
	Iteration 41Q: 3 clusters Score -191426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -191426.609375 Penalty: 2410.518311
	Iteration 42Q: 3 clusters Score -191426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -191427.281250 Penalty: 2410.518311
	Iteration 43Q: 3 clusters Score -191427.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -191427.656250 Penalty: 2410.518311
	Iteration 44Q: 3 clusters Score -191427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -191427.656250 Penalty: 2410.518311
	Iteration 45F: 3 clusters Score -191427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Entering Unmasked Estep 
Score: -4955077.500000 Penalty: 1721.089722
	Iteration 0F: 2 clusters Score -4955078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -4934644.000000 Penalty: 3442.179443
	Iteration 0F: 3 clusters Score -4934644 nChanged 18623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -4945171.500000 Penalty: 3442.179443
	Iteration 1F: 3 clusters Score -4945172 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4945602.000000 Penalty: 3442.179443
	Iteration 2Q: 3 clusters Score -4945602 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -4946136.500000 Penalty: 3442.179443
	Iteration 3Q: 3 clusters Score -4946136 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -4946701.500000 Penalty: 3442.179443
	Iteration 4Q: 3 clusters Score -4946702 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4947254.000000 Penalty: 3442.179443
	Iteration 5Q: 3 clusters Score -4947254 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4947986.000000 Penalty: 3442.179443
	Iteration 6F: 3 clusters Score -4947986 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -4948843.500000 Penalty: 3442.179443
	Iteration 7F: 3 clusters Score -4948844 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4949677.000000 Penalty: 3442.179443
	Iteration 8F: 3 clusters Score -4949677 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -4950525.500000 Penalty: 3442.179443
	Iteration 9F: 3 clusters Score -4950526 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -4951178.000000 Penalty: 3442.179443
	Iteration 10Q: 3 clusters Score -4951178 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -4951546.000000 Penalty: 3442.179443
	Iteration 11Q: 3 clusters Score -4951546 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -4951766.500000 Penalty: 3442.179443
	Iteration 12Q: 3 clusters Score -4951766 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4951913.500000 Penalty: 3442.179443
	Iteration 13Q: 3 clusters Score -4951914 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4952034.000000 Penalty: 3442.179443
	Iteration 14Q: 3 clusters Score -4952034 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4952081.500000 Penalty: 3442.179443
	Iteration 15Q: 3 clusters Score -4952082 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -4952124.500000 Penalty: 3442.179443
	Iteration 16Q: 3 clusters Score -4952124 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -4952163.500000 Penalty: 3442.179443
	Iteration 17Q: 3 clusters Score -4952164 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -4952185.000000 Penalty: 3442.179443
	Iteration 18Q: 3 clusters Score -4952185 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4952228.500000 Penalty: 3442.179443
	Iteration 19Q: 3 clusters Score -4952228 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -4952261.500000 Penalty: 3442.179443
	Iteration 20F: 3 clusters Score -4952262 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -4952293.000000 Penalty: 3442.179443
	Iteration 21Q: 3 clusters Score -4952293 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -4952314.000000 Penalty: 3442.179443
	Iteration 22Q: 3 clusters Score -4952314 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -4952363.500000 Penalty: 3442.179443
	Iteration 23Q: 3 clusters Score -4952364 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -4952396.000000 Penalty: 3442.179443
	Iteration 24Q: 3 clusters Score -4952396 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -4952404.500000 Penalty: 3442.179443
	Iteration 25Q: 3 clusters Score -4952404 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -4952424.000000 Penalty: 3442.179443
	Iteration 26Q: 3 clusters Score -4952424 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4952432.000000 Penalty: 3442.179443
	Iteration 27Q: 3 clusters Score -4952432 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4952445.000000 Penalty: 3442.179443
	Iteration 28Q: 3 clusters Score -4952445 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -4952446.000000 Penalty: 3442.179443
	Iteration 29Q: 3 clusters Score -4952446 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -4952459.500000 Penalty: 3442.179443
	Iteration 30Q: 3 clusters Score -4952460 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -4952451.500000 Penalty: 3442.179443
	Iteration 31Q: 3 clusters Score -4952452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -4952467.000000 Penalty: 3442.179443
	Iteration 32Q: 3 clusters Score -4952467 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4952455.000000 Penalty: 3442.179443
	Iteration 33Q: 3 clusters Score -4952455 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4952451.000000 Penalty: 3442.179443
	Iteration 34Q: 3 clusters Score -4952451 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4952460.000000 Penalty: 3442.179443
	Iteration 35Q: 3 clusters Score -4952460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -4952460.000000 Penalty: 3442.179443
	Iteration 36Q: 3 clusters Score -4952460 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -4952459.000000 Penalty: 3442.179443
	Iteration 37Q: 3 clusters Score -4952459 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4952463.500000 Penalty: 3442.179443
	Iteration 38Q: 3 clusters Score -4952464 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -4952478.000000 Penalty: 3442.179443
	Iteration 39Q: 3 clusters Score -4952478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -4952473.500000 Penalty: 3442.179443
	Iteration 40F: 3 clusters Score -4952474 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -4952477.500000 Penalty: 3442.179443
	Iteration 41Q: 3 clusters Score -4952478 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -4952474.500000 Penalty: 3442.179443
	Iteration 42Q: 3 clusters Score -4952474 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -4952484.500000 Penalty: 3442.179443
	Iteration 43Q: 3 clusters Score -4952484 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4952490.000000 Penalty: 3442.179443
	Iteration 44Q: 3 clusters Score -4952490 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4952485.500000 Penalty: 3442.179443
	Iteration 45Q: 3 clusters Score -4952486 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -4952479.500000 Penalty: 3442.179443
	Iteration 46Q: 3 clusters Score -4952480 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4952491.000000 Penalty: 3442.179443
	Iteration 47Q: 3 clusters Score -4952491 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -4952505.500000 Penalty: 3442.179443
	Iteration 48Q: 3 clusters Score -4952506 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -4952510.500000 Penalty: 3442.179443
	Iteration 49Q: 3 clusters Score -4952510 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -4952501.500000 Penalty: 3442.179443
	Iteration 50Q: 3 clusters Score -4952502 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4952522.000000 Penalty: 3442.179443
	Iteration 51Q: 3 clusters Score -4952522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -4952523.000000 Penalty: 3442.179443
	Iteration 52Q: 3 clusters Score -4952523 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -4952531.500000 Penalty: 3442.179443
	Iteration 53Q: 3 clusters Score -4952532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -4952536.500000 Penalty: 3442.179443
	Iteration 54Q: 3 clusters Score -4952536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4952544.500000 Penalty: 3442.179443
	Iteration 55Q: 3 clusters Score -4952544 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -4952536.000000 Penalty: 3442.179443
	Iteration 56Q: 3 clusters Score -4952536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4952525.000000 Penalty: 3442.179443
	Iteration 57Q: 3 clusters Score -4952525 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4952552.000000 Penalty: 3442.179443
	Iteration 58Q: 3 clusters Score -4952552 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -4952555.500000 Penalty: 3442.179443
	Iteration 59Q: 3 clusters Score -4952556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -4952566.500000 Penalty: 3442.179443
	Iteration 60F: 3 clusters Score -4952566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -4952570.000000 Penalty: 3442.179443
	Iteration 61Q: 3 clusters Score -4952570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -4952562.000000 Penalty: 3442.179443
	Iteration 62Q: 3 clusters Score -4952562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -4952573.000000 Penalty: 3442.179443
	Iteration 63Q: 3 clusters Score -4952573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -4952582.000000 Penalty: 3442.179443
	Iteration 64Q: 3 clusters Score -4952582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4952584.500000 Penalty: 3442.179443
	Iteration 65Q: 3 clusters Score -4952584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -4952582.000000 Penalty: 3442.179443
	Iteration 66Q: 3 clusters Score -4952582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4952586.500000 Penalty: 3442.179443
	Iteration 67Q: 3 clusters Score -4952586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -4952586.500000 Penalty: 3442.179443
	Iteration 68Q: 3 clusters Score -4952586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -4952600.000000 Penalty: 3442.179443
	Iteration 69Q: 3 clusters Score -4952600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -4952594.000000 Penalty: 3442.179443
	Iteration 70Q: 3 clusters Score -4952594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4952621.500000 Penalty: 3442.179443
	Iteration 71Q: 3 clusters Score -4952622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4952625.500000 Penalty: 3442.179443
	Iteration 72Q: 3 clusters Score -4952626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -4952614.000000 Penalty: 3442.179443
	Iteration 73Q: 3 clusters Score -4952614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4952615.000000 Penalty: 3442.179443
	Iteration 74Q: 3 clusters Score -4952615 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -4952621.500000 Penalty: 3442.179443
	Iteration 75Q: 3 clusters Score -4952622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -4952633.000000 Penalty: 3442.179443
	Iteration 76Q: 3 clusters Score -4952633 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4952639.500000 Penalty: 3442.179443
	Iteration 77Q: 3 clusters Score -4952640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4952641.500000 Penalty: 3442.179443
	Iteration 78Q: 3 clusters Score -4952642 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -4952637.500000 Penalty: 3442.179443
	Iteration 79Q: 3 clusters Score -4952638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -4952632.000000 Penalty: 3442.179443
	Iteration 80F: 3 clusters Score -4952632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -4952636.500000 Penalty: 3442.179443
	Iteration 81Q: 3 clusters Score -4952636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -4952618.500000 Penalty: 3442.179443
	Iteration 82Q: 3 clusters Score -4952618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -4952614.000000 Penalty: 3442.179443
	Iteration 83Q: 3 clusters Score -4952614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4952625.500000 Penalty: 3442.179443
	Iteration 84Q: 3 clusters Score -4952626 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4952639.500000 Penalty: 3442.179443
	Iteration 85Q: 3 clusters Score -4952640 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -4952654.000000 Penalty: 3442.179443
	Iteration 86Q: 3 clusters Score -4952654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -4952650.500000 Penalty: 3442.179443
	Iteration 87Q: 3 clusters Score -4952650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -4952649.500000 Penalty: 3442.179443
	Iteration 88Q: 3 clusters Score -4952650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4952657.000000 Penalty: 3442.179443
	Iteration 89Q: 3 clusters Score -4952657 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -4952659.000000 Penalty: 3442.179443
	Iteration 90Q: 3 clusters Score -4952659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -4952673.500000 Penalty: 3442.179443
	Iteration 91Q: 3 clusters Score -4952674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -4952683.000000 Penalty: 3442.179443
	Iteration 92Q: 3 clusters Score -4952683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -4952690.500000 Penalty: 3442.179443
	Iteration 93Q: 3 clusters Score -4952690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -4952692.000000 Penalty: 3442.179443
	Iteration 94Q: 3 clusters Score -4952692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -4952701.500000 Penalty: 3442.179443
	Iteration 95Q: 3 clusters Score -4952702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -4952696.000000 Penalty: 3442.179443
	Iteration 96Q: 3 clusters Score -4952696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4952707.000000 Penalty: 3442.179443
	Iteration 97Q: 3 clusters Score -4952707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -4952726.500000 Penalty: 3442.179443
	Iteration 98Q: 3 clusters Score -4952726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -4952744.000000 Penalty: 3442.179443
	Iteration 99Q: 3 clusters Score -4952744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -4952735.000000 Penalty: 3442.179443
	Iteration 100F: 3 clusters Score -4952735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -4952746.000000 Penalty: 3442.179443
	Iteration 101Q: 3 clusters Score -4952746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -4952739.000000 Penalty: 3442.179443
	Iteration 102Q: 3 clusters Score -4952739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -4952742.500000 Penalty: 3442.179443
	Iteration 103Q: 3 clusters Score -4952742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4952734.500000 Penalty: 3442.179443
	Iteration 104Q: 3 clusters Score -4952734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -4952744.000000 Penalty: 3442.179443
	Iteration 105Q: 3 clusters Score -4952744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -4952754.500000 Penalty: 3442.179443
	Iteration 106Q: 3 clusters Score -4952754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -4952752.500000 Penalty: 3442.179443
	Iteration 107Q: 3 clusters Score -4952752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4952753.000000 Penalty: 3442.179443
	Iteration 108Q: 3 clusters Score -4952753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -4952755.500000 Penalty: 3442.179443
	Iteration 109Q: 3 clusters Score -4952756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -4952749.000000 Penalty: 3442.179443
	Iteration 110Q: 3 clusters Score -4952749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -4952745.500000 Penalty: 3442.179443
	Iteration 111Q: 3 clusters Score -4952746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -4952751.500000 Penalty: 3442.179443
	Iteration 112Q: 3 clusters Score -4952752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -4952753.000000 Penalty: 3442.179443
	Iteration 113Q: 3 clusters Score -4952753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -4952753.000000 Penalty: 3442.179443
	Iteration 114Q: 3 clusters Score -4952753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -4952754.000000 Penalty: 3442.179443
	Iteration 115Q: 3 clusters Score -4952754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -4952762.500000 Penalty: 3442.179443
	Iteration 116Q: 3 clusters Score -4952762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
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Entering Unmasked Estep 
Score: -4952778.000000 Penalty: 3442.179443
	Iteration 117Q: 3 clusters Score -4952778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
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Entering Unmasked Estep 
Score: -4952765.500000 Penalty: 3442.179443
	Iteration 118Q: 3 clusters Score -4952766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
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Entering Unmasked Estep 
Score: -4952771.500000 Penalty: 3442.179443
	Iteration 119Q: 3 clusters Score -4952772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4952773.500000 Penalty: 3442.179443
	Iteration 120F: 3 clusters Score -4952774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -4952780.000000 Penalty: 3442.179443
	Iteration 121Q: 3 clusters Score -4952780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -4952790.500000 Penalty: 3442.179443
	Iteration 122Q: 3 clusters Score -4952790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -4952795.500000 Penalty: 3442.179443
	Iteration 123Q: 3 clusters Score -4952796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4952791.000000 Penalty: 3442.179443
	Iteration 124Q: 3 clusters Score -4952791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -4952790.000000 Penalty: 3442.179443
	Iteration 125Q: 3 clusters Score -4952790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4952792.500000 Penalty: 3442.179443
	Iteration 126Q: 3 clusters Score -4952792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4952798.500000 Penalty: 3442.179443
	Iteration 127Q: 3 clusters Score -4952798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4952795.000000 Penalty: 3442.179443
	Iteration 128Q: 3 clusters Score -4952795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4952798.000000 Penalty: 3442.179443
	Iteration 129Q: 3 clusters Score -4952798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -4952803.500000 Penalty: 3442.179443
	Iteration 130Q: 3 clusters Score -4952804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -4952817.000000 Penalty: 3442.179443
	Iteration 131Q: 3 clusters Score -4952817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -4952811.000000 Penalty: 3442.179443
	Iteration 132Q: 3 clusters Score -4952811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4952815.000000 Penalty: 3442.179443
	Iteration 133Q: 3 clusters Score -4952815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -4952820.000000 Penalty: 3442.179443
	Iteration 134Q: 3 clusters Score -4952820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -4952826.500000 Penalty: 3442.179443
	Iteration 135Q: 3 clusters Score -4952826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -4952830.000000 Penalty: 3442.179443
	Iteration 136Q: 3 clusters Score -4952830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -4952835.000000 Penalty: 3442.179443
	Iteration 137Q: 3 clusters Score -4952835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -4952839.000000 Penalty: 3442.179443
	Iteration 138Q: 3 clusters Score -4952839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -4952844.500000 Penalty: 3442.179443
	Iteration 139Q: 3 clusters Score -4952844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -4952854.000000 Penalty: 3442.179443
	Iteration 140F: 3 clusters Score -4952854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -4952851.000000 Penalty: 3442.179443
	Iteration 141Q: 3 clusters Score -4952851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -4952846.000000 Penalty: 3442.179443
	Iteration 142Q: 3 clusters Score -4952846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -4952840.000000 Penalty: 3442.179443
	Iteration 143Q: 3 clusters Score -4952840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -4952847.500000 Penalty: 3442.179443
	Iteration 144Q: 3 clusters Score -4952848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -4952853.500000 Penalty: 3442.179443
	Iteration 145Q: 3 clusters Score -4952854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -4952875.000000 Penalty: 3442.179443
	Iteration 146Q: 3 clusters Score -4952875 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -4952869.500000 Penalty: 3442.179443
	Iteration 147Q: 3 clusters Score -4952870 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -4952870.500000 Penalty: 3442.179443
	Iteration 148Q: 3 clusters Score -4952870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4952874.500000 Penalty: 3442.179443
	Iteration 149Q: 3 clusters Score -4952874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -4952889.000000 Penalty: 3442.179443
	Iteration 150Q: 3 clusters Score -4952889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -4952893.500000 Penalty: 3442.179443
	Iteration 151Q: 3 clusters Score -4952894 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -4952908.000000 Penalty: 3442.179443
	Iteration 152Q: 3 clusters Score -4952908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -4952916.500000 Penalty: 3442.179443
	Iteration 153Q: 3 clusters Score -4952916 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -4952921.500000 Penalty: 3442.179443
	Iteration 154Q: 3 clusters Score -4952922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -4952939.500000 Penalty: 3442.179443
	Iteration 155Q: 3 clusters Score -4952940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -4952951.500000 Penalty: 3442.179443
	Iteration 156Q: 3 clusters Score -4952952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -4952958.000000 Penalty: 3442.179443
	Iteration 157Q: 3 clusters Score -4952958 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4952974.000000 Penalty: 3442.179443
	Iteration 158Q: 3 clusters Score -4952974 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -4952974.500000 Penalty: 3442.179443
	Iteration 159Q: 3 clusters Score -4952974 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -4953008.500000 Penalty: 3442.179443
	Iteration 160F: 3 clusters Score -4953008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -4953010.500000 Penalty: 3442.179443
	Iteration 161Q: 3 clusters Score -4953010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4953010.000000 Penalty: 3442.179443
	Iteration 162Q: 3 clusters Score -4953010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -4953018.000000 Penalty: 3442.179443
	Iteration 163Q: 3 clusters Score -4953018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -4953027.000000 Penalty: 3442.179443
	Iteration 164Q: 3 clusters Score -4953027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -4953043.000000 Penalty: 3442.179443
	Iteration 165Q: 3 clusters Score -4953043 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -4953045.000000 Penalty: 3442.179443
	Iteration 166Q: 3 clusters Score -4953045 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -4953073.000000 Penalty: 3442.179443
	Iteration 167Q: 3 clusters Score -4953073 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -4953076.500000 Penalty: 3442.179443
	Iteration 168Q: 3 clusters Score -4953076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4953098.500000 Penalty: 3442.179443
	Iteration 169Q: 3 clusters Score -4953098 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -4953116.000000 Penalty: 3442.179443
	Iteration 170Q: 3 clusters Score -4953116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4953127.000000 Penalty: 3442.179443
	Iteration 171Q: 3 clusters Score -4953127 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -4953147.500000 Penalty: 3442.179443
	Iteration 172Q: 3 clusters Score -4953148 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4953146.000000 Penalty: 3442.179443
	Iteration 173Q: 3 clusters Score -4953146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -4953164.500000 Penalty: 3442.179443
	Iteration 174Q: 3 clusters Score -4953164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4953188.500000 Penalty: 3442.179443
	Iteration 175Q: 3 clusters Score -4953188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4953209.500000 Penalty: 3442.179443
	Iteration 176Q: 3 clusters Score -4953210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -4953208.500000 Penalty: 3442.179443
	Iteration 177Q: 3 clusters Score -4953208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -4953210.500000 Penalty: 3442.179443
	Iteration 178Q: 3 clusters Score -4953210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -4953197.500000 Penalty: 3442.179443
	Iteration 179Q: 3 clusters Score -4953198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -4953211.500000 Penalty: 3442.179443
	Iteration 180F: 3 clusters Score -4953212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -4953217.500000 Penalty: 3442.179443
	Iteration 181Q: 3 clusters Score -4953218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -4953215.000000 Penalty: 3442.179443
	Iteration 182Q: 3 clusters Score -4953215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -4953215.500000 Penalty: 3442.179443
	Iteration 183Q: 3 clusters Score -4953216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -4953215.000000 Penalty: 3442.179443
	Iteration 184Q: 3 clusters Score -4953215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -4953215.500000 Penalty: 3442.179443
	Iteration 185Q: 3 clusters Score -4953216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -4953218.500000 Penalty: 3442.179443
	Iteration 186Q: 3 clusters Score -4953218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -4953220.000000 Penalty: 3442.179443
	Iteration 187Q: 3 clusters Score -4953220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4953231.000000 Penalty: 3442.179443
	Iteration 188Q: 3 clusters Score -4953231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4953233.500000 Penalty: 3442.179443
	Iteration 189Q: 3 clusters Score -4953234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -4953226.500000 Penalty: 3442.179443
	Iteration 190Q: 3 clusters Score -4953226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -4953227.500000 Penalty: 3442.179443
	Iteration 191Q: 3 clusters Score -4953228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -4953224.500000 Penalty: 3442.179443
	Iteration 192Q: 3 clusters Score -4953224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -4953226.000000 Penalty: 3442.179443
	Iteration 193Q: 3 clusters Score -4953226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -4953222.000000 Penalty: 3442.179443
	Iteration 194Q: 3 clusters Score -4953222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4953215.500000 Penalty: 3442.179443
	Iteration 195Q: 3 clusters Score -4953216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -4953216.500000 Penalty: 3442.179443
	Iteration 196Q: 3 clusters Score -4953216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -4953216.500000 Penalty: 3442.179443
	Iteration 197Q: 3 clusters Score -4953216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -4953220.000000 Penalty: 3442.179443
	Iteration 198Q: 3 clusters Score -4953220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -4953216.500000 Penalty: 3442.179443
	Iteration 199Q: 3 clusters Score -4953216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -4953222.000000 Penalty: 3442.179443
	Iteration 200F: 3 clusters Score -4953222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4953221.500000 Penalty: 3442.179443
	Iteration 201Q: 3 clusters Score -4953222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4953219.500000 Penalty: 3442.179443
	Iteration 202Q: 3 clusters Score -4953220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4953219.500000 Penalty: 3442.179443
	Iteration 203F: 3 clusters Score -4953220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -14823.345703 Penalty: 801.852051
	Iteration 0F: 2 clusters Score -14823.35 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: -14241.443359 Penalty: 1603.704102
	Iteration 0F: 3 clusters Score -14241.44 nChanged 13
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: -14285.159180 Penalty: 1603.704102
	Iteration 1F: 3 clusters Score -14285.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14301.301758 Penalty: 1603.704102
	Iteration 2Q: 3 clusters Score -14301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14332.906250 Penalty: 1603.704102
	Iteration 3Q: 3 clusters Score -14332.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14345.050781 Penalty: 1603.704102
	Iteration 4Q: 3 clusters Score -14345.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14371.232422 Penalty: 1603.704102
	Iteration 5Q: 3 clusters Score -14371.23 nChanged 1
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: -14374.885742 Penalty: 1603.704102
	Iteration 6Q: 3 clusters Score -14374.89 nChanged 0
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: -14374.885742 Penalty: 1603.704102
	Iteration 7F: 3 clusters Score -14374.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Entering Unmasked Estep 
Score: -3345719.250000 Penalty: 1659.992432
	Iteration 0F: 2 clusters Score -3345719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3328209.750000 Penalty: 3319.984863
	Iteration 0F: 3 clusters Score -3328210 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3335025.500000 Penalty: 3319.984863
	Iteration 1F: 3 clusters Score -3335026 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3335433.750000 Penalty: 3319.984863
	Iteration 2Q: 3 clusters Score -3335434 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3335925.000000 Penalty: 3319.984863
	Iteration 3Q: 3 clusters Score -3335925 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3336599.750000 Penalty: 3319.984863
	Iteration 4F: 3 clusters Score -3336600 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3337615.500000 Penalty: 3319.984863
	Iteration 5F: 3 clusters Score -3337616 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3339054.500000 Penalty: 3319.984863
	Iteration 6F: 3 clusters Score -3339054 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -3340778.250000 Penalty: 3319.984863
	Iteration 7F: 3 clusters Score -3340778 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -3342095.000000 Penalty: 3319.984863
	Iteration 8F: 3 clusters Score -3342095 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3342952.750000 Penalty: 3319.984863
	Iteration 9Q: 3 clusters Score -3342953 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3343434.750000 Penalty: 3319.984863
	Iteration 10Q: 3 clusters Score -3343435 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3343786.000000 Penalty: 3319.984863
	Iteration 11Q: 3 clusters Score -3343786 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3344013.000000 Penalty: 3319.984863
	Iteration 12Q: 3 clusters Score -3344013 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3344154.250000 Penalty: 3319.984863
	Iteration 13Q: 3 clusters Score -3344154 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3344225.750000 Penalty: 3319.984863
	Iteration 14Q: 3 clusters Score -3344226 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3344266.750000 Penalty: 3319.984863
	Iteration 15Q: 3 clusters Score -3344267 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3344290.500000 Penalty: 3319.984863
	Iteration 16Q: 3 clusters Score -3344290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3344303.000000 Penalty: 3319.984863
	Iteration 17Q: 3 clusters Score -3344303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -3344291.500000 Penalty: 3319.984863
	Iteration 18Q: 3 clusters Score -3344292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3344300.250000 Penalty: 3319.984863
	Iteration 19Q: 3 clusters Score -3344300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3344320.500000 Penalty: 3319.984863
	Iteration 20F: 3 clusters Score -3344320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3344328.000000 Penalty: 3319.984863
	Iteration 21Q: 3 clusters Score -3344328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3344339.000000 Penalty: 3319.984863
	Iteration 22Q: 3 clusters Score -3344339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -3344350.000000 Penalty: 3319.984863
	Iteration 23Q: 3 clusters Score -3344350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3344354.750000 Penalty: 3319.984863
	Iteration 24Q: 3 clusters Score -3344355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3344365.250000 Penalty: 3319.984863
	Iteration 25Q: 3 clusters Score -3344365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3344379.250000 Penalty: 3319.984863
	Iteration 26Q: 3 clusters Score -3344379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3344385.500000 Penalty: 3319.984863
	Iteration 27Q: 3 clusters Score -3344386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3344393.000000 Penalty: 3319.984863
	Iteration 28Q: 3 clusters Score -3344393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3344394.000000 Penalty: 3319.984863
	Iteration 29Q: 3 clusters Score -3344394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3344393.250000 Penalty: 3319.984863
	Iteration 30Q: 3 clusters Score -3344393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3344396.750000 Penalty: 3319.984863
	Iteration 31Q: 3 clusters Score -3344397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3344396.750000 Penalty: 3319.984863
	Iteration 32Q: 3 clusters Score -3344397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3344395.250000 Penalty: 3319.984863
	Iteration 33Q: 3 clusters Score -3344395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3344396.250000 Penalty: 3319.984863
	Iteration 34Q: 3 clusters Score -3344396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3344400.750000 Penalty: 3319.984863
	Iteration 35Q: 3 clusters Score -3344401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3344401.000000 Penalty: 3319.984863
	Iteration 36Q: 3 clusters Score -3344401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3344401.250000 Penalty: 3319.984863
	Iteration 37Q: 3 clusters Score -3344401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3344401.750000 Penalty: 3319.984863
	Iteration 38Q: 3 clusters Score -3344402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3344400.750000 Penalty: 3319.984863
	Iteration 39Q: 3 clusters Score -3344401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3344404.250000 Penalty: 3319.984863
	Iteration 40F: 3 clusters Score -3344404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3344404.000000 Penalty: 3319.984863
	Iteration 41Q: 3 clusters Score -3344404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3344401.750000 Penalty: 3319.984863
	Iteration 42Q: 3 clusters Score -3344402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3344403.000000 Penalty: 3319.984863
	Iteration 43Q: 3 clusters Score -3344403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3344402.500000 Penalty: 3319.984863
	Iteration 44Q: 3 clusters Score -3344402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3344403.750000 Penalty: 3319.984863
	Iteration 45Q: 3 clusters Score -3344404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3344403.500000 Penalty: 3319.984863
	Iteration 46Q: 3 clusters Score -3344404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3344407.500000 Penalty: 3319.984863
	Iteration 47Q: 3 clusters Score -3344408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3344407.500000 Penalty: 3319.984863
	Iteration 48F: 3 clusters Score -3344408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Entering Unmasked Estep 
Score: -4047252.500000 Penalty: 1691.096069
	Iteration 0F: 2 clusters Score -4047252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4025853.500000 Penalty: 3382.192139
	Iteration 0F: 3 clusters Score -4025854 nChanged 15213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4034414.250000 Penalty: 3382.192139
	Iteration 1F: 3 clusters Score -4034414 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -4034828.250000 Penalty: 3382.192139
	Iteration 2Q: 3 clusters Score -4034828 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -4035164.500000 Penalty: 3382.192139
	Iteration 3Q: 3 clusters Score -4035164 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -4035524.750000 Penalty: 3382.192139
	Iteration 4Q: 3 clusters Score -4035525 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -4035940.500000 Penalty: 3382.192139
	Iteration 5Q: 3 clusters Score -4035940 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -4036538.250000 Penalty: 3382.192139
	Iteration 6Q: 3 clusters Score -4036538 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -4037433.000000 Penalty: 3382.192139
	Iteration 7Q: 3 clusters Score -4037433 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4038668.250000 Penalty: 3382.192139
	Iteration 8F: 3 clusters Score -4038668 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -4040147.750000 Penalty: 3382.192139
	Iteration 9F: 3 clusters Score -4040148 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4041185.250000 Penalty: 3382.192139
	Iteration 10F: 3 clusters Score -4041185 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -4041812.250000 Penalty: 3382.192139
	Iteration 11Q: 3 clusters Score -4041812 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -4042058.250000 Penalty: 3382.192139
	Iteration 12Q: 3 clusters Score -4042058 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -4042229.250000 Penalty: 3382.192139
	Iteration 13Q: 3 clusters Score -4042229 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4042402.250000 Penalty: 3382.192139
	Iteration 14Q: 3 clusters Score -4042402 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -4042562.500000 Penalty: 3382.192139
	Iteration 15Q: 3 clusters Score -4042562 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4042716.000000 Penalty: 3382.192139
	Iteration 16Q: 3 clusters Score -4042716 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -4042889.250000 Penalty: 3382.192139
	Iteration 17Q: 3 clusters Score -4042889 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -4043089.750000 Penalty: 3382.192139
	Iteration 18Q: 3 clusters Score -4043090 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -4043259.250000 Penalty: 3382.192139
	Iteration 19Q: 3 clusters Score -4043259 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -4043471.250000 Penalty: 3382.192139
	Iteration 20F: 3 clusters Score -4043471 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -4043649.000000 Penalty: 3382.192139
	Iteration 21Q: 3 clusters Score -4043649 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -4043839.250000 Penalty: 3382.192139
	Iteration 22Q: 3 clusters Score -4043839 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -4044052.500000 Penalty: 3382.192139
	Iteration 23Q: 3 clusters Score -4044052 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -4044285.500000 Penalty: 3382.192139
	Iteration 24Q: 3 clusters Score -4044286 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -4044469.000000 Penalty: 3382.192139
	Iteration 25Q: 3 clusters Score -4044469 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -4044672.250000 Penalty: 3382.192139
	Iteration 26Q: 3 clusters Score -4044672 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -4044831.000000 Penalty: 3382.192139
	Iteration 27Q: 3 clusters Score -4044831 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -4044940.000000 Penalty: 3382.192139
	Iteration 28Q: 3 clusters Score -4044940 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4045002.500000 Penalty: 3382.192139
	Iteration 29Q: 3 clusters Score -4045002 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4045054.500000 Penalty: 3382.192139
	Iteration 30Q: 3 clusters Score -4045054 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4045119.500000 Penalty: 3382.192139
	Iteration 31Q: 3 clusters Score -4045120 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4045183.250000 Penalty: 3382.192139
	Iteration 32Q: 3 clusters Score -4045183 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4045186.250000 Penalty: 3382.192139
	Iteration 33Q: 3 clusters Score -4045186 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4045223.750000 Penalty: 3382.192139
	Iteration 34Q: 3 clusters Score -4045224 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4045239.250000 Penalty: 3382.192139
	Iteration 35Q: 3 clusters Score -4045239 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4045279.250000 Penalty: 3382.192139
	Iteration 36Q: 3 clusters Score -4045279 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4045289.000000 Penalty: 3382.192139
	Iteration 37Q: 3 clusters Score -4045289 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4045306.500000 Penalty: 3382.192139
	Iteration 38Q: 3 clusters Score -4045306 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4045328.750000 Penalty: 3382.192139
	Iteration 39Q: 3 clusters Score -4045329 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4045370.750000 Penalty: 3382.192139
	Iteration 40F: 3 clusters Score -4045371 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4045411.000000 Penalty: 3382.192139
	Iteration 41Q: 3 clusters Score -4045411 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4045441.500000 Penalty: 3382.192139
	Iteration 42Q: 3 clusters Score -4045442 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4045465.000000 Penalty: 3382.192139
	Iteration 43Q: 3 clusters Score -4045465 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4045464.000000 Penalty: 3382.192139
	Iteration 44Q: 3 clusters Score -4045464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4045480.750000 Penalty: 3382.192139
	Iteration 45Q: 3 clusters Score -4045481 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4045497.750000 Penalty: 3382.192139
	Iteration 46Q: 3 clusters Score -4045498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4045528.500000 Penalty: 3382.192139
	Iteration 47Q: 3 clusters Score -4045528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4045553.500000 Penalty: 3382.192139
	Iteration 48Q: 3 clusters Score -4045554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4045581.500000 Penalty: 3382.192139
	Iteration 49Q: 3 clusters Score -4045582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4045591.750000 Penalty: 3382.192139
	Iteration 50Q: 3 clusters Score -4045592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4045614.750000 Penalty: 3382.192139
	Iteration 51Q: 3 clusters Score -4045615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4045631.250000 Penalty: 3382.192139
	Iteration 52Q: 3 clusters Score -4045631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4045646.250000 Penalty: 3382.192139
	Iteration 53Q: 3 clusters Score -4045646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4045646.750000 Penalty: 3382.192139
	Iteration 54Q: 3 clusters Score -4045647 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4045670.500000 Penalty: 3382.192139
	Iteration 55Q: 3 clusters Score -4045670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4045685.250000 Penalty: 3382.192139
	Iteration 56Q: 3 clusters Score -4045685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4045685.250000 Penalty: 3382.192139
	Iteration 57Q: 3 clusters Score -4045685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4045695.750000 Penalty: 3382.192139
	Iteration 58Q: 3 clusters Score -4045696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4045715.250000 Penalty: 3382.192139
	Iteration 59Q: 3 clusters Score -4045715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4045722.500000 Penalty: 3382.192139
	Iteration 60F: 3 clusters Score -4045722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4045730.000000 Penalty: 3382.192139
	Iteration 61Q: 3 clusters Score -4045730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4045735.250000 Penalty: 3382.192139
	Iteration 62Q: 3 clusters Score -4045735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4045741.000000 Penalty: 3382.192139
	Iteration 63Q: 3 clusters Score -4045741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4045752.250000 Penalty: 3382.192139
	Iteration 64Q: 3 clusters Score -4045752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4045757.750000 Penalty: 3382.192139
	Iteration 65Q: 3 clusters Score -4045758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4045767.750000 Penalty: 3382.192139
	Iteration 66Q: 3 clusters Score -4045768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4045779.250000 Penalty: 3382.192139
	Iteration 67Q: 3 clusters Score -4045779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4045784.500000 Penalty: 3382.192139
	Iteration 68Q: 3 clusters Score -4045784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4045804.500000 Penalty: 3382.192139
	Iteration 69Q: 3 clusters Score -4045804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4045812.250000 Penalty: 3382.192139
	Iteration 70Q: 3 clusters Score -4045812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4045823.500000 Penalty: 3382.192139
	Iteration 71Q: 3 clusters Score -4045824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4045836.000000 Penalty: 3382.192139
	Iteration 72Q: 3 clusters Score -4045836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4045852.000000 Penalty: 3382.192139
	Iteration 73Q: 3 clusters Score -4045852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4045857.750000 Penalty: 3382.192139
	Iteration 74Q: 3 clusters Score -4045858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4045869.000000 Penalty: 3382.192139
	Iteration 75Q: 3 clusters Score -4045869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4045873.250000 Penalty: 3382.192139
	Iteration 76Q: 3 clusters Score -4045873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4045877.250000 Penalty: 3382.192139
	Iteration 77Q: 3 clusters Score -4045877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4045880.250000 Penalty: 3382.192139
	Iteration 78Q: 3 clusters Score -4045880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4045883.000000 Penalty: 3382.192139
	Iteration 79Q: 3 clusters Score -4045883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4045881.000000 Penalty: 3382.192139
	Iteration 80F: 3 clusters Score -4045881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4045889.250000 Penalty: 3382.192139
	Iteration 81Q: 3 clusters Score -4045889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4045886.750000 Penalty: 3382.192139
	Iteration 82Q: 3 clusters Score -4045887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4045893.750000 Penalty: 3382.192139
	Iteration 83Q: 3 clusters Score -4045894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4045892.500000 Penalty: 3382.192139
	Iteration 84Q: 3 clusters Score -4045892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4045899.500000 Penalty: 3382.192139
	Iteration 85Q: 3 clusters Score -4045900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4045903.000000 Penalty: 3382.192139
	Iteration 86Q: 3 clusters Score -4045903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4045906.250000 Penalty: 3382.192139
	Iteration 87Q: 3 clusters Score -4045906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4045902.500000 Penalty: 3382.192139
	Iteration 88Q: 3 clusters Score -4045902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4045906.750000 Penalty: 3382.192139
	Iteration 89Q: 3 clusters Score -4045907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4045912.000000 Penalty: 3382.192139
	Iteration 90Q: 3 clusters Score -4045912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4045910.000000 Penalty: 3382.192139
	Iteration 91Q: 3 clusters Score -4045910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4045910.750000 Penalty: 3382.192139
	Iteration 92Q: 3 clusters Score -4045911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4045909.250000 Penalty: 3382.192139
	Iteration 93Q: 3 clusters Score -4045909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4045909.250000 Penalty: 3382.192139
	Iteration 94F: 3 clusters Score -4045909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Entering Unmasked Estep 
Score: -3925655.000000 Penalty: 1685.996704
	Iteration 0F: 2 clusters Score -3925655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3905436.500000 Penalty: 3371.993408
	Iteration 0F: 3 clusters Score -3905436 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3913820.750000 Penalty: 3371.993408
	Iteration 1F: 3 clusters Score -3913821 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3914227.750000 Penalty: 3371.993408
	Iteration 2Q: 3 clusters Score -3914228 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3914741.500000 Penalty: 3371.993408
	Iteration 3Q: 3 clusters Score -3914742 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3915571.750000 Penalty: 3371.993408
	Iteration 4F: 3 clusters Score -3915572 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3916877.500000 Penalty: 3371.993408
	Iteration 5F: 3 clusters Score -3916878 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3918782.500000 Penalty: 3371.993408
	Iteration 6F: 3 clusters Score -3918782 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3920944.000000 Penalty: 3371.993408
	Iteration 7F: 3 clusters Score -3920944 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3922640.750000 Penalty: 3371.993408
	Iteration 8F: 3 clusters Score -3922641 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3923511.000000 Penalty: 3371.993408
	Iteration 9Q: 3 clusters Score -3923511 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3923872.250000 Penalty: 3371.993408
	Iteration 10Q: 3 clusters Score -3923872 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3924021.500000 Penalty: 3371.993408
	Iteration 11Q: 3 clusters Score -3924022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3924104.000000 Penalty: 3371.993408
	Iteration 12Q: 3 clusters Score -3924104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3924132.500000 Penalty: 3371.993408
	Iteration 13Q: 3 clusters Score -3924132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3924144.750000 Penalty: 3371.993408
	Iteration 14Q: 3 clusters Score -3924145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3924149.000000 Penalty: 3371.993408
	Iteration 15Q: 3 clusters Score -3924149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3924149.750000 Penalty: 3371.993408
	Iteration 16Q: 3 clusters Score -3924150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3924149.250000 Penalty: 3371.993408
	Iteration 17Q: 3 clusters Score -3924149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3924149.250000 Penalty: 3371.993408
	Iteration 18F: 3 clusters Score -3924149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Entering Unmasked Estep 
Score: -989510.000000 Penalty: 1464.015259
	Iteration 0F: 2 clusters Score -989510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -983516.687500 Penalty: 2928.030518
	Iteration 0F: 3 clusters Score -983516.7 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -985324.500000 Penalty: 2928.030518
	Iteration 1F: 3 clusters Score -985324.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -985533.625000 Penalty: 2928.030518
	Iteration 2F: 3 clusters Score -985533.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -985708.062500 Penalty: 2928.030518
	Iteration 3Q: 3 clusters Score -985708.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -985863.000000 Penalty: 2928.030518
	Iteration 4Q: 3 clusters Score -985863 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -986004.937500 Penalty: 2928.030518
	Iteration 5Q: 3 clusters Score -986004.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -986140.437500 Penalty: 2928.030518
	Iteration 6Q: 3 clusters Score -986140.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -986294.562500 Penalty: 2928.030518
	Iteration 7Q: 3 clusters Score -986294.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -986458.312500 Penalty: 2928.030518
	Iteration 8Q: 3 clusters Score -986458.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -986644.000000 Penalty: 2928.030518
	Iteration 9Q: 3 clusters Score -986644 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -986821.125000 Penalty: 2928.030518
	Iteration 10Q: 3 clusters Score -986821.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -987037.875000 Penalty: 2928.030518
	Iteration 11Q: 3 clusters Score -987037.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -987252.937500 Penalty: 2928.030518
	Iteration 12Q: 3 clusters Score -987252.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -987411.437500 Penalty: 2928.030518
	Iteration 13Q: 3 clusters Score -987411.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -987535.375000 Penalty: 2928.030518
	Iteration 14Q: 3 clusters Score -987535.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -987640.625000 Penalty: 2928.030518
	Iteration 15Q: 3 clusters Score -987640.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -987717.375000 Penalty: 2928.030518
	Iteration 16Q: 3 clusters Score -987717.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -987777.562500 Penalty: 2928.030518
	Iteration 17Q: 3 clusters Score -987777.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -987822.562500 Penalty: 2928.030518
	Iteration 18Q: 3 clusters Score -987822.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -987853.062500 Penalty: 2928.030518
	Iteration 19Q: 3 clusters Score -987853.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -987879.250000 Penalty: 2928.030518
	Iteration 20F: 3 clusters Score -987879.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -987901.562500 Penalty: 2928.030518
	Iteration 21Q: 3 clusters Score -987901.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -987915.125000 Penalty: 2928.030518
	Iteration 22Q: 3 clusters Score -987915.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -987922.875000 Penalty: 2928.030518
	Iteration 23Q: 3 clusters Score -987922.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -987937.375000 Penalty: 2928.030518
	Iteration 24Q: 3 clusters Score -987937.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -987951.562500 Penalty: 2928.030518
	Iteration 25Q: 3 clusters Score -987951.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -987970.625000 Penalty: 2928.030518
	Iteration 26Q: 3 clusters Score -987970.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -987982.062500 Penalty: 2928.030518
	Iteration 27Q: 3 clusters Score -987982.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -987996.062500 Penalty: 2928.030518
	Iteration 28Q: 3 clusters Score -987996.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -988009.562500 Penalty: 2928.030518
	Iteration 29Q: 3 clusters Score -988009.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -988014.812500 Penalty: 2928.030518
	Iteration 30Q: 3 clusters Score -988014.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -988021.687500 Penalty: 2928.030518
	Iteration 31Q: 3 clusters Score -988021.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -988034.312500 Penalty: 2928.030518
	Iteration 32Q: 3 clusters Score -988034.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -988046.312500 Penalty: 2928.030518
	Iteration 33Q: 3 clusters Score -988046.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -988054.500000 Penalty: 2928.030518
	Iteration 34Q: 3 clusters Score -988054.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -988060.187500 Penalty: 2928.030518
	Iteration 35Q: 3 clusters Score -988060.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -988068.500000 Penalty: 2928.030518
	Iteration 36Q: 3 clusters Score -988068.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -988079.562500 Penalty: 2928.030518
	Iteration 37Q: 3 clusters Score -988079.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -988088.625000 Penalty: 2928.030518
	Iteration 38Q: 3 clusters Score -988088.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -988102.562500 Penalty: 2928.030518
	Iteration 39Q: 3 clusters Score -988102.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -988107.125000 Penalty: 2928.030518
	Iteration 40F: 3 clusters Score -988107.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -988114.750000 Penalty: 2928.030518
	Iteration 41Q: 3 clusters Score -988114.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -988117.500000 Penalty: 2928.030518
	Iteration 42Q: 3 clusters Score -988117.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -988119.562500 Penalty: 2928.030518
	Iteration 43Q: 3 clusters Score -988119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -988121.437500 Penalty: 2928.030518
	Iteration 44Q: 3 clusters Score -988121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -988122.250000 Penalty: 2928.030518
	Iteration 45Q: 3 clusters Score -988122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -988123.937500 Penalty: 2928.030518
	Iteration 46Q: 3 clusters Score -988123.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -988126.375000 Penalty: 2928.030518
	Iteration 47Q: 3 clusters Score -988126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -988127.750000 Penalty: 2928.030518
	Iteration 48Q: 3 clusters Score -988127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -988128.437500 Penalty: 2928.030518
	Iteration 49Q: 3 clusters Score -988128.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -988130.812500 Penalty: 2928.030518
	Iteration 50Q: 3 clusters Score -988130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -988132.625000 Penalty: 2928.030518
	Iteration 51Q: 3 clusters Score -988132.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -988135.312500 Penalty: 2928.030518
	Iteration 52Q: 3 clusters Score -988135.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -988138.812500 Penalty: 2928.030518
	Iteration 53Q: 3 clusters Score -988138.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -988142.375000 Penalty: 2928.030518
	Iteration 54Q: 3 clusters Score -988142.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -988144.375000 Penalty: 2928.030518
	Iteration 55Q: 3 clusters Score -988144.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -988148.000000 Penalty: 2928.030518
	Iteration 56Q: 3 clusters Score -988148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -988151.562500 Penalty: 2928.030518
	Iteration 57Q: 3 clusters Score -988151.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -988155.000000 Penalty: 2928.030518
	Iteration 58Q: 3 clusters Score -988155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -988159.250000 Penalty: 2928.030518
	Iteration 59Q: 3 clusters Score -988159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -988164.375000 Penalty: 2928.030518
	Iteration 60F: 3 clusters Score -988164.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -988169.625000 Penalty: 2928.030518
	Iteration 61Q: 3 clusters Score -988169.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -988173.375000 Penalty: 2928.030518
	Iteration 62Q: 3 clusters Score -988173.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -988180.500000 Penalty: 2928.030518
	Iteration 63Q: 3 clusters Score -988180.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -988185.937500 Penalty: 2928.030518
	Iteration 64Q: 3 clusters Score -988185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -988186.250000 Penalty: 2928.030518
	Iteration 65Q: 3 clusters Score -988186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -988186.562500 Penalty: 2928.030518
	Iteration 66Q: 3 clusters Score -988186.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -988189.625000 Penalty: 2928.030518
	Iteration 67Q: 3 clusters Score -988189.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -988193.937500 Penalty: 2928.030518
	Iteration 68Q: 3 clusters Score -988193.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -988197.625000 Penalty: 2928.030518
	Iteration 69Q: 3 clusters Score -988197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -988197.625000 Penalty: 2928.030518
	Iteration 70Q: 3 clusters Score -988197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -988198.062500 Penalty: 2928.030518
	Iteration 71Q: 3 clusters Score -988198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -988199.687500 Penalty: 2928.030518
	Iteration 72Q: 3 clusters Score -988199.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -988200.812500 Penalty: 2928.030518
	Iteration 73Q: 3 clusters Score -988200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -988202.562500 Penalty: 2928.030518
	Iteration 74Q: 3 clusters Score -988202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -988206.437500 Penalty: 2928.030518
	Iteration 75Q: 3 clusters Score -988206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -988208.437500 Penalty: 2928.030518
	Iteration 76Q: 3 clusters Score -988208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -988210.000000 Penalty: 2928.030518
	Iteration 77Q: 3 clusters Score -988210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -988209.437500 Penalty: 2928.030518
	Iteration 78Q: 3 clusters Score -988209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -988212.000000 Penalty: 2928.030518
	Iteration 79Q: 3 clusters Score -988212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -988211.750000 Penalty: 2928.030518
	Iteration 80F: 3 clusters Score -988211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -988211.125000 Penalty: 2928.030518
	Iteration 81Q: 3 clusters Score -988211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -988213.375000 Penalty: 2928.030518
	Iteration 82Q: 3 clusters Score -988213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -988214.437500 Penalty: 2928.030518
	Iteration 83Q: 3 clusters Score -988214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -988216.625000 Penalty: 2928.030518
	Iteration 84Q: 3 clusters Score -988216.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -988221.437500 Penalty: 2928.030518
	Iteration 85Q: 3 clusters Score -988221.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -988226.437500 Penalty: 2928.030518
	Iteration 86Q: 3 clusters Score -988226.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -988231.062500 Penalty: 2928.030518
	Iteration 87Q: 3 clusters Score -988231.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -988237.250000 Penalty: 2928.030518
	Iteration 88Q: 3 clusters Score -988237.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -988238.062500 Penalty: 2928.030518
	Iteration 89Q: 3 clusters Score -988238.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -988240.312500 Penalty: 2928.030518
	Iteration 90Q: 3 clusters Score -988240.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -988241.062500 Penalty: 2928.030518
	Iteration 91Q: 3 clusters Score -988241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -988240.062500 Penalty: 2928.030518
	Iteration 92Q: 3 clusters Score -988240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -988242.187500 Penalty: 2928.030518
	Iteration 93Q: 3 clusters Score -988242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -988242.187500 Penalty: 2928.030518
	Iteration 94F: 3 clusters Score -988242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -257839.781250 Penalty: 1244.000977
	Iteration 0F: 2 clusters Score -257839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -255662.062500 Penalty: 2488.001953
	Iteration 0F: 3 clusters Score -255662.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -256073.453125 Penalty: 2488.001953
	Iteration 1F: 3 clusters Score -256073.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -256183.234375 Penalty: 2488.001953
	Iteration 2F: 3 clusters Score -256183.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -256243.875000 Penalty: 2488.001953
	Iteration 3Q: 3 clusters Score -256243.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -256279.687500 Penalty: 2488.001953
	Iteration 4Q: 3 clusters Score -256279.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -256298.046875 Penalty: 2488.001953
	Iteration 5Q: 3 clusters Score -256298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -256317.031250 Penalty: 2488.001953
	Iteration 6Q: 3 clusters Score -256317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -256340.765625 Penalty: 2488.001953
	Iteration 7Q: 3 clusters Score -256340.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -256357.109375 Penalty: 2488.001953
	Iteration 8Q: 3 clusters Score -256357.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -256375.687500 Penalty: 2488.001953
	Iteration 9Q: 3 clusters Score -256375.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -256397.671875 Penalty: 2488.001953
	Iteration 10Q: 3 clusters Score -256397.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -256406.218750 Penalty: 2488.001953
	Iteration 11Q: 3 clusters Score -256406.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -256411.609375 Penalty: 2488.001953
	Iteration 12Q: 3 clusters Score -256411.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -256417.828125 Penalty: 2488.001953
	Iteration 13Q: 3 clusters Score -256417.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -256423.718750 Penalty: 2488.001953
	Iteration 14Q: 3 clusters Score -256423.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -256428.250000 Penalty: 2488.001953
	Iteration 15Q: 3 clusters Score -256428.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -256432.015625 Penalty: 2488.001953
	Iteration 16Q: 3 clusters Score -256432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -256434.890625 Penalty: 2488.001953
	Iteration 17Q: 3 clusters Score -256434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -256435.625000 Penalty: 2488.001953
	Iteration 18Q: 3 clusters Score -256435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -256436.921875 Penalty: 2488.001953
	Iteration 19Q: 3 clusters Score -256436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -256436.921875 Penalty: 2488.001953
	Iteration 20F: 3 clusters Score -256436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -40551.226562 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -40551.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39684.433594 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -39684.43 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39820.613281 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -39820.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39865.656250 Penalty: 1946.412354
	Iteration 2Q: 3 clusters Score -39865.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39891.242188 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -39891.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39903.785156 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -39903.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39913.492188 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -39913.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39914.824219 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -39914.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39916.683594 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -39916.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39916.683594 Penalty: 1946.412354
	Iteration 8F: 3 clusters Score -39916.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Entering Unmasked Estep 
Score: -3516789.000000 Penalty: 1667.228516
	Iteration 0F: 2 clusters Score -3516789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3498075.250000 Penalty: 3334.457031
	Iteration 0F: 3 clusters Score -3498075 nChanged 13201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3505280.000000 Penalty: 3334.457031
	Iteration 1F: 3 clusters Score -3505280 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3505601.750000 Penalty: 3334.457031
	Iteration 2Q: 3 clusters Score -3505602 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3505874.500000 Penalty: 3334.457031
	Iteration 3Q: 3 clusters Score -3505874 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3506182.500000 Penalty: 3334.457031
	Iteration 4Q: 3 clusters Score -3506182 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3506532.750000 Penalty: 3334.457031
	Iteration 5Q: 3 clusters Score -3506533 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3507010.500000 Penalty: 3334.457031
	Iteration 6Q: 3 clusters Score -3507010 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3507742.750000 Penalty: 3334.457031
	Iteration 7Q: 3 clusters Score -3507743 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3508841.500000 Penalty: 3334.457031
	Iteration 8F: 3 clusters Score -3508842 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3510321.250000 Penalty: 3334.457031
	Iteration 9F: 3 clusters Score -3510321 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3511921.250000 Penalty: 3334.457031
	Iteration 10F: 3 clusters Score -3511921 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3513246.250000 Penalty: 3334.457031
	Iteration 11F: 3 clusters Score -3513246 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3514066.250000 Penalty: 3334.457031
	Iteration 12Q: 3 clusters Score -3514066 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3514624.250000 Penalty: 3334.457031
	Iteration 13Q: 3 clusters Score -3514624 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3514922.250000 Penalty: 3334.457031
	Iteration 14Q: 3 clusters Score -3514922 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3515069.500000 Penalty: 3334.457031
	Iteration 15Q: 3 clusters Score -3515070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3515156.000000 Penalty: 3334.457031
	Iteration 16Q: 3 clusters Score -3515156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3515210.750000 Penalty: 3334.457031
	Iteration 17Q: 3 clusters Score -3515211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3515241.750000 Penalty: 3334.457031
	Iteration 18Q: 3 clusters Score -3515242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3515271.500000 Penalty: 3334.457031
	Iteration 19Q: 3 clusters Score -3515272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3515288.250000 Penalty: 3334.457031
	Iteration 20F: 3 clusters Score -3515288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3515302.750000 Penalty: 3334.457031
	Iteration 21Q: 3 clusters Score -3515303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3515309.000000 Penalty: 3334.457031
	Iteration 22Q: 3 clusters Score -3515309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3515312.750000 Penalty: 3334.457031
	Iteration 23Q: 3 clusters Score -3515313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3515316.000000 Penalty: 3334.457031
	Iteration 24Q: 3 clusters Score -3515316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3515318.000000 Penalty: 3334.457031
	Iteration 25Q: 3 clusters Score -3515318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3515320.250000 Penalty: 3334.457031
	Iteration 26Q: 3 clusters Score -3515320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3515326.250000 Penalty: 3334.457031
	Iteration 27Q: 3 clusters Score -3515326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3515337.750000 Penalty: 3334.457031
	Iteration 28Q: 3 clusters Score -3515338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3515341.750000 Penalty: 3334.457031
	Iteration 29Q: 3 clusters Score -3515342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3515348.500000 Penalty: 3334.457031
	Iteration 30Q: 3 clusters Score -3515348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3515363.750000 Penalty: 3334.457031
	Iteration 31Q: 3 clusters Score -3515364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3515369.000000 Penalty: 3334.457031
	Iteration 32Q: 3 clusters Score -3515369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3515377.250000 Penalty: 3334.457031
	Iteration 33Q: 3 clusters Score -3515377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3515382.250000 Penalty: 3334.457031
	Iteration 34Q: 3 clusters Score -3515382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3515383.250000 Penalty: 3334.457031
	Iteration 35Q: 3 clusters Score -3515383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3515384.750000 Penalty: 3334.457031
	Iteration 36Q: 3 clusters Score -3515385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3515384.750000 Penalty: 3334.457031
	Iteration 37F: 3 clusters Score -3515385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Entering Unmasked Estep 
Score: -3116391.750000 Penalty: 1647.426025
	Iteration 0F: 2 clusters Score -3116392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3099526.750000 Penalty: 3294.852051
	Iteration 0F: 3 clusters Score -3099527 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3105930.750000 Penalty: 3294.852051
	Iteration 1F: 3 clusters Score -3105931 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3106324.500000 Penalty: 3294.852051
	Iteration 2Q: 3 clusters Score -3106324 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3106700.000000 Penalty: 3294.852051
	Iteration 3Q: 3 clusters Score -3106700 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3107022.750000 Penalty: 3294.852051
	Iteration 4Q: 3 clusters Score -3107023 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3107363.000000 Penalty: 3294.852051
	Iteration 5Q: 3 clusters Score -3107363 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3107761.250000 Penalty: 3294.852051
	Iteration 6Q: 3 clusters Score -3107761 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3108260.250000 Penalty: 3294.852051
	Iteration 7Q: 3 clusters Score -3108260 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3108810.750000 Penalty: 3294.852051
	Iteration 8Q: 3 clusters Score -3108811 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3109452.000000 Penalty: 3294.852051
	Iteration 9Q: 3 clusters Score -3109452 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3110131.250000 Penalty: 3294.852051
	Iteration 10F: 3 clusters Score -3110131 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3110755.000000 Penalty: 3294.852051
	Iteration 11Q: 3 clusters Score -3110755 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3111237.500000 Penalty: 3294.852051
	Iteration 12Q: 3 clusters Score -3111238 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3111639.750000 Penalty: 3294.852051
	Iteration 13Q: 3 clusters Score -3111640 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3111977.000000 Penalty: 3294.852051
	Iteration 14Q: 3 clusters Score -3111977 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3112303.750000 Penalty: 3294.852051
	Iteration 15Q: 3 clusters Score -3112304 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3112622.750000 Penalty: 3294.852051
	Iteration 16Q: 3 clusters Score -3112623 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3112963.000000 Penalty: 3294.852051
	Iteration 17Q: 3 clusters Score -3112963 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3113287.250000 Penalty: 3294.852051
	Iteration 18Q: 3 clusters Score -3113287 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3113566.500000 Penalty: 3294.852051
	Iteration 19Q: 3 clusters Score -3113566 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3113846.000000 Penalty: 3294.852051
	Iteration 20F: 3 clusters Score -3113846 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3114065.250000 Penalty: 3294.852051
	Iteration 21Q: 3 clusters Score -3114065 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3114265.250000 Penalty: 3294.852051
	Iteration 22Q: 3 clusters Score -3114265 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3114434.250000 Penalty: 3294.852051
	Iteration 23Q: 3 clusters Score -3114434 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3114566.500000 Penalty: 3294.852051
	Iteration 24Q: 3 clusters Score -3114566 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3114676.750000 Penalty: 3294.852051
	Iteration 25Q: 3 clusters Score -3114677 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3114761.500000 Penalty: 3294.852051
	Iteration 26Q: 3 clusters Score -3114762 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3114825.750000 Penalty: 3294.852051
	Iteration 27Q: 3 clusters Score -3114826 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3114881.500000 Penalty: 3294.852051
	Iteration 28Q: 3 clusters Score -3114882 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3114917.750000 Penalty: 3294.852051
	Iteration 29Q: 3 clusters Score -3114918 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3114954.000000 Penalty: 3294.852051
	Iteration 30Q: 3 clusters Score -3114954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3114983.750000 Penalty: 3294.852051
	Iteration 31Q: 3 clusters Score -3114984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3115003.750000 Penalty: 3294.852051
	Iteration 32Q: 3 clusters Score -3115004 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3115031.750000 Penalty: 3294.852051
	Iteration 33Q: 3 clusters Score -3115032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3115058.250000 Penalty: 3294.852051
	Iteration 34Q: 3 clusters Score -3115058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3115076.750000 Penalty: 3294.852051
	Iteration 35Q: 3 clusters Score -3115077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3115096.500000 Penalty: 3294.852051
	Iteration 36Q: 3 clusters Score -3115096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3115115.000000 Penalty: 3294.852051
	Iteration 37Q: 3 clusters Score -3115115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3115117.500000 Penalty: 3294.852051
	Iteration 38Q: 3 clusters Score -3115118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3115126.000000 Penalty: 3294.852051
	Iteration 39Q: 3 clusters Score -3115126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3115144.500000 Penalty: 3294.852051
	Iteration 40F: 3 clusters Score -3115144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3115144.750000 Penalty: 3294.852051
	Iteration 41Q: 3 clusters Score -3115145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3115152.500000 Penalty: 3294.852051
	Iteration 42Q: 3 clusters Score -3115152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3115151.500000 Penalty: 3294.852051
	Iteration 43Q: 3 clusters Score -3115152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3115162.750000 Penalty: 3294.852051
	Iteration 44Q: 3 clusters Score -3115163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3115167.000000 Penalty: 3294.852051
	Iteration 45Q: 3 clusters Score -3115167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3115174.000000 Penalty: 3294.852051
	Iteration 46Q: 3 clusters Score -3115174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3115174.000000 Penalty: 3294.852051
	Iteration 47Q: 3 clusters Score -3115174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3115181.500000 Penalty: 3294.852051
	Iteration 48Q: 3 clusters Score -3115182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3115186.500000 Penalty: 3294.852051
	Iteration 49Q: 3 clusters Score -3115186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3115188.500000 Penalty: 3294.852051
	Iteration 50Q: 3 clusters Score -3115188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3115187.500000 Penalty: 3294.852051
	Iteration 51Q: 3 clusters Score -3115188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3115190.250000 Penalty: 3294.852051
	Iteration 52Q: 3 clusters Score -3115190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3115187.250000 Penalty: 3294.852051
	Iteration 53Q: 3 clusters Score -3115187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3115187.250000 Penalty: 3294.852051
	Iteration 54F: 3 clusters Score -3115187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -167456.578125 Penalty: 1184.672607
	Iteration 0F: 2 clusters Score -167456.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165705.875000 Penalty: 2369.345215
	Iteration 0F: 3 clusters Score -165705.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -166065.515625 Penalty: 2369.345215
	Iteration 1F: 3 clusters Score -166065.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166160.546875 Penalty: 2369.345215
	Iteration 2F: 3 clusters Score -166160.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -166205.437500 Penalty: 2369.345215
	Iteration 3Q: 3 clusters Score -166205.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -166232.062500 Penalty: 2369.345215
	Iteration 4Q: 3 clusters Score -166232.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -166250.531250 Penalty: 2369.345215
	Iteration 5Q: 3 clusters Score -166250.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -166262.718750 Penalty: 2369.345215
	Iteration 6Q: 3 clusters Score -166262.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -166272.406250 Penalty: 2369.345215
	Iteration 7Q: 3 clusters Score -166272.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -166277.250000 Penalty: 2369.345215
	Iteration 8Q: 3 clusters Score -166277.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -166282.281250 Penalty: 2369.345215
	Iteration 9Q: 3 clusters Score -166282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -166283.500000 Penalty: 2369.345215
	Iteration 10Q: 3 clusters Score -166283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -166285.187500 Penalty: 2369.345215
	Iteration 11Q: 3 clusters Score -166285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -166286.687500 Penalty: 2369.345215
	Iteration 12Q: 3 clusters Score -166286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -166286.687500 Penalty: 2369.345215
	Iteration 13F: 3 clusters Score -166286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 8 contains 39788 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27319 members 
Mstep: Class 11 contains 33082 members 
Mstep: Class 12 contains 32060 members 
Mstep: Class 13 contains 8179 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28563 members 
Mstep: Class 22 contains 25286 members 
Mstep: Class 24 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440260.000000 Penalty: 27982.333984
Iteration 79Q: 15 clusters Score -2.644026e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 8 contains 39791 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27270 members 
Mstep: Class 11 contains 33033 members 
Mstep: Class 12 contains 32042 members 
Mstep: Class 13 contains 8177 members 
Mstep: Class 15 contains 2110 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28676 members 
Mstep: Class 22 contains 25275 members 
Mstep: Class 24 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440354.000000 Penalty: 27982.333984
Iteration 80F: 15 clusters Score -2.644035e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1668 members 
Mstep: Class 8 contains 39794 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27221 members 
Mstep: Class 11 contains 32993 members 
Mstep: Class 12 contains 32030 members 
Mstep: Class 13 contains 8177 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28783 members 
Mstep: Class 22 contains 25263 members 
Mstep: Class 24 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440364.000000 Penalty: 27982.333984
Iteration 81Q: 15 clusters Score -2.644036e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1668 members 
Mstep: Class 8 contains 39818 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27169 members 
Mstep: Class 11 contains 32956 members 
Mstep: Class 12 contains 31998 members 
Mstep: Class 13 contains 8182 members 
Mstep: Class 15 contains 2096 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 28891 members 
Mstep: Class 22 contains 25252 members 
Mstep: Class 24 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440386.000000 Penalty: 27982.333984
Iteration 82Q: 15 clusters Score -2.644039e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1668 members 
Mstep: Class 8 contains 39841 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27123 members 
Mstep: Class 11 contains 32914 members 
Mstep: Class 12 contains 31962 members 
Mstep: Class 13 contains 8182 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 29007 members 
Mstep: Class 22 contains 25242 members 
Mstep: Class 24 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440344.000000 Penalty: 27982.333984
Iteration 83Q: 15 clusters Score -2.644034e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 8 contains 39852 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27079 members 
Mstep: Class 11 contains 32862 members 
Mstep: Class 12 contains 31958 members 
Mstep: Class 13 contains 8186 members 
Mstep: Class 15 contains 2087 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 29109 members 
Mstep: Class 22 contains 25231 members 
Mstep: Class 24 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440338.000000 Penalty: 27982.333984
Iteration 84Q: 15 clusters Score -2.644034e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 8 contains 39847 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 27030 members 
Mstep: Class 11 contains 32834 members 
Mstep: Class 12 contains 31955 members 
Mstep: Class 13 contains 8182 members 
Mstep: Class 15 contains 2076 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 29217 members 
Mstep: Class 22 contains 25224 members 
Mstep: Class 24 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440332.000000 Penalty: 27982.333984
Iteration 85Q: 15 clusters Score -2.644033e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 8 contains 39832 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26988 members 
Mstep: Class 11 contains 32801 members 
Mstep: Class 12 contains 31958 members 
Mstep: Class 13 contains 8183 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 29318 members 
Mstep: Class 22 contains 25219 members 
Mstep: Class 24 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440352.000000 Penalty: 27982.333984
Iteration 86Q: 15 clusters Score -2.644035e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 8 contains 39828 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26959 members 
Mstep: Class 11 contains 32778 members 
Mstep: Class 12 contains 31948 members 
Mstep: Class 13 contains 8186 members 
Mstep: Class 15 contains 2061 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 29400 members 
Mstep: Class 22 contains 25213 members 
Mstep: Class 24 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440376.000000 Penalty: 27982.333984
Iteration 87Q: 15 clusters Score -2.644038e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 8 contains 39820 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26903 members 
Mstep: Class 11 contains 32764 members 
Mstep: Class 12 contains 31941 members 
Mstep: Class 13 contains 8188 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 29502 members 
Mstep: Class 22 contains 25205 members 
Mstep: Class 24 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440448.000000 Penalty: 27982.333984
Iteration 88Q: 15 clusters Score -2.644045e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 8 contains 39808 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26860 members 
Mstep: Class 11 contains 32752 members 
Mstep: Class 12 contains 31925 members 
Mstep: Class 13 contains 8191 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 29596 members 
Mstep: Class 22 contains 25195 members 
Mstep: Class 24 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440502.000000 Penalty: 27982.333984
Iteration 89Q: 15 clusters Score -2.64405e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1668 members 
Mstep: Class 8 contains 39820 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26815 members 
Mstep: Class 11 contains 32732 members 
Mstep: Class 12 contains 31896 members 
Mstep: Class 13 contains 8198 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 29692 members 
Mstep: Class 22 contains 25187 members 
Mstep: Class 24 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440444.000000 Penalty: 27982.333984
Iteration 90Q: 15 clusters Score -2.644044e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 8 contains 39833 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26763 members 
Mstep: Class 11 contains 32713 members 
Mstep: Class 12 contains 31873 members 
Mstep: Class 13 contains 8205 members 
Mstep: Class 15 contains 2010 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 29786 members 
Mstep: Class 22 contains 25179 members 
Mstep: Class 24 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440452.000000 Penalty: 27982.333984
Iteration 91Q: 15 clusters Score -2.644045e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 8 contains 39836 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26737 members 
Mstep: Class 11 contains 32695 members 
Mstep: Class 12 contains 31853 members 
Mstep: Class 13 contains 8209 members 
Mstep: Class 15 contains 2004 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 29866 members 
Mstep: Class 22 contains 25169 members 
Mstep: Class 24 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440504.000000 Penalty: 27982.333984
Iteration 92Q: 15 clusters Score -2.64405e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 8 contains 39843 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26679 members 
Mstep: Class 11 contains 32671 members 
Mstep: Class 12 contains 31828 members 
Mstep: Class 13 contains 8220 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 29963 members 
Mstep: Class 22 contains 25162 members 
Mstep: Class 24 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440444.000000 Penalty: 27982.333984
Iteration 93Q: 15 clusters Score -2.644044e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 8 contains 39840 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26609 members 
Mstep: Class 11 contains 32658 members 
Mstep: Class 12 contains 31814 members 
Mstep: Class 13 contains 8240 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30051 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440470.000000 Penalty: 27982.333984
Iteration 94Q: 15 clusters Score -2.644047e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 8 contains 39847 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26569 members 
Mstep: Class 11 contains 32643 members 
Mstep: Class 12 contains 31787 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30118 members 
Mstep: Class 22 contains 25150 members 
Mstep: Class 24 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440462.000000 Penalty: 27982.333984
Iteration 95Q: 15 clusters Score -2.644046e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 8 contains 39849 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26524 members 
Mstep: Class 11 contains 32622 members 
Mstep: Class 12 contains 31758 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30211 members 
Mstep: Class 22 contains 25144 members 
Mstep: Class 24 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440472.000000 Penalty: 27982.333984
Iteration 96Q: 15 clusters Score -2.644047e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 8 contains 39851 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26488 members 
Mstep: Class 11 contains 32599 members 
Mstep: Class 12 contains 31748 members 
Mstep: Class 13 contains 8303 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30293 members 
Mstep: Class 22 contains 25132 members 
Mstep: Class 24 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440508.000000 Penalty: 27982.333984
Iteration 97Q: 15 clusters Score -2.644051e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1660 members 
Mstep: Class 8 contains 39850 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26452 members 
Mstep: Class 11 contains 32580 members 
Mstep: Class 12 contains 31730 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30354 members 
Mstep: Class 22 contains 25127 members 
Mstep: Class 24 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440498.000000 Penalty: 27982.333984
Iteration 98Q: 15 clusters Score -2.64405e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1660 members 
Mstep: Class 8 contains 39841 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26422 members 
Mstep: Class 11 contains 32534 members 
Mstep: Class 12 contains 31725 members 
Mstep: Class 13 contains 8351 members 
Mstep: Class 15 contains 1964 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30429 members 
Mstep: Class 22 contains 25125 members 
Mstep: Class 24 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440538.000000 Penalty: 27982.333984
Iteration 99Q: 15 clusters Score -2.644054e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1660 members 
Mstep: Class 8 contains 39853 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26396 members 
Mstep: Class 11 contains 32495 members 
Mstep: Class 12 contains 31704 members 
Mstep: Class 13 contains 8384 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30477 members 
Mstep: Class 22 contains 25124 members 
Mstep: Class 24 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440548.000000 Penalty: 27982.333984
Iteration 100F: 15 clusters Score -2.644055e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 8 contains 39869 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26365 members 
Mstep: Class 11 contains 32460 members 
Mstep: Class 12 contains 31676 members 
Mstep: Class 13 contains 8415 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30542 members 
Mstep: Class 22 contains 25124 members 
Mstep: Class 24 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440550.000000 Penalty: 27982.333984
Iteration 101Q: 15 clusters Score -2.644055e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1660 members 
Mstep: Class 8 contains 39900 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26352 members 
Mstep: Class 11 contains 32450 members 
Mstep: Class 12 contains 31643 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30551 members 
Mstep: Class 22 contains 25122 members 
Mstep: Class 24 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440570.000000 Penalty: 27982.333984
Iteration 102Q: 15 clusters Score -2.644057e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1660 members 
Mstep: Class 8 contains 39924 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26350 members 
Mstep: Class 11 contains 32441 members 
Mstep: Class 12 contains 31617 members 
Mstep: Class 13 contains 8482 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30554 members 
Mstep: Class 22 contains 25120 members 
Mstep: Class 24 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440544.000000 Penalty: 27982.333984
Iteration 103Q: 15 clusters Score -2.644054e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1657 members 
Mstep: Class 8 contains 39925 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26332 members 
Mstep: Class 11 contains 32438 members 
Mstep: Class 12 contains 31597 members 
Mstep: Class 13 contains 8508 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30593 members 
Mstep: Class 22 contains 25117 members 
Mstep: Class 24 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440570.000000 Penalty: 27982.333984
Iteration 104Q: 15 clusters Score -2.644057e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 8 contains 39939 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26322 members 
Mstep: Class 11 contains 32448 members 
Mstep: Class 12 contains 31565 members 
Mstep: Class 13 contains 8538 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30599 members 
Mstep: Class 22 contains 25121 members 
Mstep: Class 24 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440720.000000 Penalty: 27982.333984
Iteration 105Q: 15 clusters Score -2.644072e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1657 members 
Mstep: Class 8 contains 39927 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26338 members 
Mstep: Class 11 contains 32455 members 
Mstep: Class 12 contains 31555 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30587 members 
Mstep: Class 22 contains 25120 members 
Mstep: Class 24 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440772.000000 Penalty: 27982.333984
Iteration 106Q: 15 clusters Score -2.644077e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1657 members 
Mstep: Class 8 contains 39936 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26347 members 
Mstep: Class 11 contains 32455 members 
Mstep: Class 12 contains 31547 members 
Mstep: Class 13 contains 8581 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30573 members 
Mstep: Class 22 contains 25119 members 
Mstep: Class 24 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440720.000000 Penalty: 27982.333984
Iteration 107Q: 15 clusters Score -2.644072e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39930 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26352 members 
Mstep: Class 11 contains 32471 members 
Mstep: Class 12 contains 31564 members 
Mstep: Class 13 contains 8584 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30564 members 
Mstep: Class 22 contains 25114 members 
Mstep: Class 24 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440722.000000 Penalty: 27982.333984
Iteration 108Q: 15 clusters Score -2.644072e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39917 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26374 members 
Mstep: Class 11 contains 32475 members 
Mstep: Class 12 contains 31564 members 
Mstep: Class 13 contains 8599 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30544 members 
Mstep: Class 22 contains 25111 members 
Mstep: Class 24 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440740.000000 Penalty: 27982.333984
Iteration 109Q: 15 clusters Score -2.644074e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39909 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26398 members 
Mstep: Class 11 contains 32478 members 
Mstep: Class 12 contains 31555 members 
Mstep: Class 13 contains 8611 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30531 members 
Mstep: Class 22 contains 25110 members 
Mstep: Class 24 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440762.000000 Penalty: 27982.333984
Iteration 110Q: 15 clusters Score -2.644076e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39907 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26439 members 
Mstep: Class 11 contains 32490 members 
Mstep: Class 12 contains 31528 members 
Mstep: Class 13 contains 8627 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30500 members 
Mstep: Class 22 contains 25119 members 
Mstep: Class 24 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440744.000000 Penalty: 27982.333984
Iteration 111Q: 15 clusters Score -2.644074e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39911 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26463 members 
Mstep: Class 11 contains 32502 members 
Mstep: Class 12 contains 31505 members 
Mstep: Class 13 contains 8637 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30478 members 
Mstep: Class 22 contains 25129 members 
Mstep: Class 24 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440776.000000 Penalty: 27982.333984
Iteration 112Q: 15 clusters Score -2.644078e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39912 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26486 members 
Mstep: Class 11 contains 32507 members 
Mstep: Class 12 contains 31490 members 
Mstep: Class 13 contains 8641 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30457 members 
Mstep: Class 22 contains 25135 members 
Mstep: Class 24 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440748.000000 Penalty: 27982.333984
Iteration 113Q: 15 clusters Score -2.644075e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39920 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26505 members 
Mstep: Class 11 contains 32512 members 
Mstep: Class 12 contains 31478 members 
Mstep: Class 13 contains 8659 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30428 members 
Mstep: Class 22 contains 25137 members 
Mstep: Class 24 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440872.000000 Penalty: 27982.333984
Iteration 114Q: 15 clusters Score -2.644087e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1653 members 
Mstep: Class 8 contains 39922 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26522 members 
Mstep: Class 11 contains 32522 members 
Mstep: Class 12 contains 31447 members 
Mstep: Class 13 contains 8671 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30432 members 
Mstep: Class 22 contains 25138 members 
Mstep: Class 24 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440888.000000 Penalty: 27982.333984
Iteration 115Q: 15 clusters Score -2.644089e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1653 members 
Mstep: Class 8 contains 39915 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26538 members 
Mstep: Class 11 contains 32554 members 
Mstep: Class 12 contains 31435 members 
Mstep: Class 13 contains 8680 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30408 members 
Mstep: Class 22 contains 25142 members 
Mstep: Class 24 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440814.000000 Penalty: 27982.333984
Iteration 116Q: 15 clusters Score -2.644081e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1653 members 
Mstep: Class 8 contains 39918 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26564 members 
Mstep: Class 11 contains 32571 members 
Mstep: Class 12 contains 31415 members 
Mstep: Class 13 contains 8686 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30371 members 
Mstep: Class 22 contains 25148 members 
Mstep: Class 24 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440850.000000 Penalty: 27982.333984
Iteration 117Q: 15 clusters Score -2.644085e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 8 contains 39906 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26598 members 
Mstep: Class 11 contains 32598 members 
Mstep: Class 12 contains 31391 members 
Mstep: Class 13 contains 8700 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30334 members 
Mstep: Class 22 contains 25149 members 
Mstep: Class 24 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26440978.000000 Penalty: 27982.333984
Iteration 118Q: 15 clusters Score -2.644098e+07 nChanged 352
Entering ConstructFrom: 
Score: -26440978.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (19064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Entering Unmasked Estep 
Score: -2267344.250000 Penalty: 1601.528076
	Iteration 0F: 2 clusters Score -2267344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2254272.750000 Penalty: 3203.056152
	Iteration 0F: 3 clusters Score -2254273 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2259051.250000 Penalty: 3203.056152
	Iteration 1F: 3 clusters Score -2259051 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2259451.750000 Penalty: 3203.056152
	Iteration 2F: 3 clusters Score -2259452 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2259839.000000 Penalty: 3203.056152
	Iteration 3Q: 3 clusters Score -2259839 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2260217.500000 Penalty: 3203.056152
	Iteration 4Q: 3 clusters Score -2260218 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2260633.000000 Penalty: 3203.056152
	Iteration 5Q: 3 clusters Score -2260633 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2261062.500000 Penalty: 3203.056152
	Iteration 6Q: 3 clusters Score -2261062 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2261496.250000 Penalty: 3203.056152
	Iteration 7Q: 3 clusters Score -2261496 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2261884.750000 Penalty: 3203.056152
	Iteration 8Q: 3 clusters Score -2261885 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2262285.500000 Penalty: 3203.056152
	Iteration 9Q: 3 clusters Score -2262286 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2262643.250000 Penalty: 3203.056152
	Iteration 10Q: 3 clusters Score -2262643 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2262964.250000 Penalty: 3203.056152
	Iteration 11Q: 3 clusters Score -2262964 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2263237.250000 Penalty: 3203.056152
	Iteration 12Q: 3 clusters Score -2263237 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2263473.750000 Penalty: 3203.056152
	Iteration 13Q: 3 clusters Score -2263474 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2263684.250000 Penalty: 3203.056152
	Iteration 14Q: 3 clusters Score -2263684 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2263897.000000 Penalty: 3203.056152
	Iteration 15Q: 3 clusters Score -2263897 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2264074.000000 Penalty: 3203.056152
	Iteration 16Q: 3 clusters Score -2264074 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2264184.500000 Penalty: 3203.056152
	Iteration 17Q: 3 clusters Score -2264184 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2264275.250000 Penalty: 3203.056152
	Iteration 18Q: 3 clusters Score -2264275 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2264351.500000 Penalty: 3203.056152
	Iteration 19Q: 3 clusters Score -2264352 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2264415.250000 Penalty: 3203.056152
	Iteration 20F: 3 clusters Score -2264415 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2264480.250000 Penalty: 3203.056152
	Iteration 21Q: 3 clusters Score -2264480 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2264529.000000 Penalty: 3203.056152
	Iteration 22Q: 3 clusters Score -2264529 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2264587.000000 Penalty: 3203.056152
	Iteration 23Q: 3 clusters Score -2264587 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2264637.500000 Penalty: 3203.056152
	Iteration 24Q: 3 clusters Score -2264638 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2264662.750000 Penalty: 3203.056152
	Iteration 25Q: 3 clusters Score -2264663 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2264696.500000 Penalty: 3203.056152
	Iteration 26Q: 3 clusters Score -2264696 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2264724.250000 Penalty: 3203.056152
	Iteration 27Q: 3 clusters Score -2264724 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2264749.500000 Penalty: 3203.056152
	Iteration 28Q: 3 clusters Score -2264750 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2264784.250000 Penalty: 3203.056152
	Iteration 29Q: 3 clusters Score -2264784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2264811.750000 Penalty: 3203.056152
	Iteration 30Q: 3 clusters Score -2264812 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2264846.000000 Penalty: 3203.056152
	Iteration 31Q: 3 clusters Score -2264846 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2264868.750000 Penalty: 3203.056152
	Iteration 32Q: 3 clusters Score -2264869 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2264900.750000 Penalty: 3203.056152
	Iteration 33Q: 3 clusters Score -2264901 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2264939.500000 Penalty: 3203.056152
	Iteration 34Q: 3 clusters Score -2264940 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2264970.750000 Penalty: 3203.056152
	Iteration 35Q: 3 clusters Score -2264971 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2265009.500000 Penalty: 3203.056152
	Iteration 36Q: 3 clusters Score -2265010 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2265038.000000 Penalty: 3203.056152
	Iteration 37Q: 3 clusters Score -2265038 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2265092.250000 Penalty: 3203.056152
	Iteration 38Q: 3 clusters Score -2265092 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2265133.500000 Penalty: 3203.056152
	Iteration 39Q: 3 clusters Score -2265134 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2265182.750000 Penalty: 3203.056152
	Iteration 40F: 3 clusters Score -2265183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2265226.750000 Penalty: 3203.056152
	Iteration 41Q: 3 clusters Score -2265227 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2265267.750000 Penalty: 3203.056152
	Iteration 42Q: 3 clusters Score -2265268 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2265317.250000 Penalty: 3203.056152
	Iteration 43Q: 3 clusters Score -2265317 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2265376.000000 Penalty: 3203.056152
	Iteration 44Q: 3 clusters Score -2265376 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2265435.500000 Penalty: 3203.056152
	Iteration 45Q: 3 clusters Score -2265436 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2265511.250000 Penalty: 3203.056152
	Iteration 46Q: 3 clusters Score -2265511 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2265594.500000 Penalty: 3203.056152
	Iteration 47Q: 3 clusters Score -2265594 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2265722.750000 Penalty: 3203.056152
	Iteration 48Q: 3 clusters Score -2265723 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2265876.750000 Penalty: 3203.056152
	Iteration 49Q: 3 clusters Score -2265877 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2266020.000000 Penalty: 3203.056152
	Iteration 50Q: 3 clusters Score -2266020 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2266145.000000 Penalty: 3203.056152
	Iteration 51Q: 3 clusters Score -2266145 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2266216.750000 Penalty: 3203.056152
	Iteration 52Q: 3 clusters Score -2266217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2266255.250000 Penalty: 3203.056152
	Iteration 53Q: 3 clusters Score -2266255 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2266277.750000 Penalty: 3203.056152
	Iteration 54Q: 3 clusters Score -2266278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2266309.250000 Penalty: 3203.056152
	Iteration 55Q: 3 clusters Score -2266309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2266350.500000 Penalty: 3203.056152
	Iteration 56Q: 3 clusters Score -2266350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2266373.750000 Penalty: 3203.056152
	Iteration 57Q: 3 clusters Score -2266374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2266399.750000 Penalty: 3203.056152
	Iteration 58Q: 3 clusters Score -2266400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2266416.000000 Penalty: 3203.056152
	Iteration 59Q: 3 clusters Score -2266416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2266426.750000 Penalty: 3203.056152
	Iteration 60F: 3 clusters Score -2266427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2266440.250000 Penalty: 3203.056152
	Iteration 61Q: 3 clusters Score -2266440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2266447.750000 Penalty: 3203.056152
	Iteration 62Q: 3 clusters Score -2266448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2266454.000000 Penalty: 3203.056152
	Iteration 63Q: 3 clusters Score -2266454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2266452.750000 Penalty: 3203.056152
	Iteration 64Q: 3 clusters Score -2266453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2266459.750000 Penalty: 3203.056152
	Iteration 65Q: 3 clusters Score -2266460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2266460.500000 Penalty: 3203.056152
	Iteration 66Q: 3 clusters Score -2266460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2266462.750000 Penalty: 3203.056152
	Iteration 67Q: 3 clusters Score -2266463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2266464.500000 Penalty: 3203.056152
	Iteration 68Q: 3 clusters Score -2266464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2266464.500000 Penalty: 3203.056152
	Iteration 69Q: 3 clusters Score -2266464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2266466.750000 Penalty: 3203.056152
	Iteration 70Q: 3 clusters Score -2266467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2266468.750000 Penalty: 3203.056152
	Iteration 71Q: 3 clusters Score -2266469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2266469.500000 Penalty: 3203.056152
	Iteration 72Q: 3 clusters Score -2266470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2266465.750000 Penalty: 3203.056152
	Iteration 73Q: 3 clusters Score -2266466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2266465.750000 Penalty: 3203.056152
	Iteration 74F: 3 clusters Score -2266466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53331.648438 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53331.65 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 156 members 
Entering Unmasked Estep 
Score: -52406.039062 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52406.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -52513.433594 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52513.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52553.117188 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52553.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52567.687500 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52567.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -52570.367188 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52570.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -52574.753906 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52574.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -52578.675781 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -52578.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -52578.675781 Penalty: 1881.737183
	Iteration 7F: 3 clusters Score -52578.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -191505.062500 Penalty: 1204.476074
	Iteration 0F: 2 clusters Score -191505.1 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 827 members 
Entering Unmasked Estep 
Score: -189635.140625 Penalty: 2408.952148
	Iteration 0F: 3 clusters Score -189635.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -190026.734375 Penalty: 2408.952148
	Iteration 1F: 3 clusters Score -190026.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -190133.109375 Penalty: 2408.952148
	Iteration 2F: 3 clusters Score -190133.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -190185.125000 Penalty: 2408.952148
	Iteration 3Q: 3 clusters Score -190185.1 nChanged 45
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: -190214.625000 Penalty: 2408.952148
	Iteration 4Q: 3 clusters Score -190214.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190234.218750 Penalty: 2408.952148
	Iteration 5Q: 3 clusters Score -190234.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -190246.078125 Penalty: 2408.952148
	Iteration 6Q: 3 clusters Score -190246.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -190257.562500 Penalty: 2408.952148
	Iteration 7Q: 3 clusters Score -190257.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -190272.265625 Penalty: 2408.952148
	Iteration 8Q: 3 clusters Score -190272.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -190283.250000 Penalty: 2408.952148
	Iteration 9Q: 3 clusters Score -190283.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -190294.093750 Penalty: 2408.952148
	Iteration 10Q: 3 clusters Score -190294.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -190300.609375 Penalty: 2408.952148
	Iteration 11Q: 3 clusters Score -190300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -190302.250000 Penalty: 2408.952148
	Iteration 12Q: 3 clusters Score -190302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -190305.203125 Penalty: 2408.952148
	Iteration 13Q: 3 clusters Score -190305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -190306.890625 Penalty: 2408.952148
	Iteration 14Q: 3 clusters Score -190306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -190307.343750 Penalty: 2408.952148
	Iteration 15Q: 3 clusters Score -190307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -190308.750000 Penalty: 2408.952148
	Iteration 16Q: 3 clusters Score -190308.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -190308.750000 Penalty: 2408.952148
	Iteration 17F: 3 clusters Score -190308.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Entering Unmasked Estep 
Score: -4970812.500000 Penalty: 1721.607422
	Iteration 0F: 2 clusters Score -4970812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4950404.000000 Penalty: 3443.214844
	Iteration 0F: 3 clusters Score -4950404 nChanged 18536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -4961159.000000 Penalty: 3443.214844
	Iteration 1F: 3 clusters Score -4961159 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -4961668.500000 Penalty: 3443.214844
	Iteration 2Q: 3 clusters Score -4961668 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -4962052.000000 Penalty: 3443.214844
	Iteration 3F: 3 clusters Score -4962052 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -4962349.000000 Penalty: 3443.214844
	Iteration 4F: 3 clusters Score -4962349 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -4962975.500000 Penalty: 3443.214844
	Iteration 5F: 3 clusters Score -4962976 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4963876.000000 Penalty: 3443.214844
	Iteration 6F: 3 clusters Score -4963876 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -4964619.500000 Penalty: 3443.214844
	Iteration 7Q: 3 clusters Score -4964620 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4965238.500000 Penalty: 3443.214844
	Iteration 8Q: 3 clusters Score -4965238 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -4965690.500000 Penalty: 3443.214844
	Iteration 9Q: 3 clusters Score -4965690 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4966017.500000 Penalty: 3443.214844
	Iteration 10Q: 3 clusters Score -4966018 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4966266.500000 Penalty: 3443.214844
	Iteration 11Q: 3 clusters Score -4966266 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4966468.000000 Penalty: 3443.214844
	Iteration 12Q: 3 clusters Score -4966468 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -4966650.500000 Penalty: 3443.214844
	Iteration 13Q: 3 clusters Score -4966650 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4966827.500000 Penalty: 3443.214844
	Iteration 14Q: 3 clusters Score -4966828 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -4966922.000000 Penalty: 3443.214844
	Iteration 15Q: 3 clusters Score -4966922 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -4967033.000000 Penalty: 3443.214844
	Iteration 16Q: 3 clusters Score -4967033 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4967124.500000 Penalty: 3443.214844
	Iteration 17Q: 3 clusters Score -4967124 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4967186.500000 Penalty: 3443.214844
	Iteration 18Q: 3 clusters Score -4967186 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4967261.500000 Penalty: 3443.214844
	Iteration 19Q: 3 clusters Score -4967262 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -4967345.500000 Penalty: 3443.214844
	Iteration 20F: 3 clusters Score -4967346 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -4967460.000000 Penalty: 3443.214844
	Iteration 21Q: 3 clusters Score -4967460 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -4967566.500000 Penalty: 3443.214844
	Iteration 22Q: 3 clusters Score -4967566 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -4967637.500000 Penalty: 3443.214844
	Iteration 23Q: 3 clusters Score -4967638 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -4967719.500000 Penalty: 3443.214844
	Iteration 24Q: 3 clusters Score -4967720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4967787.500000 Penalty: 3443.214844
	Iteration 25Q: 3 clusters Score -4967788 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -4967826.000000 Penalty: 3443.214844
	Iteration 26Q: 3 clusters Score -4967826 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4967859.500000 Penalty: 3443.214844
	Iteration 27Q: 3 clusters Score -4967860 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4967890.000000 Penalty: 3443.214844
	Iteration 28Q: 3 clusters Score -4967890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -4967975.500000 Penalty: 3443.214844
	Iteration 29Q: 3 clusters Score -4967976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -4968043.500000 Penalty: 3443.214844
	Iteration 30Q: 3 clusters Score -4968044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -4968096.000000 Penalty: 3443.214844
	Iteration 31Q: 3 clusters Score -4968096 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -4968125.500000 Penalty: 3443.214844
	Iteration 32Q: 3 clusters Score -4968126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -4968152.500000 Penalty: 3443.214844
	Iteration 33Q: 3 clusters Score -4968152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -4968176.500000 Penalty: 3443.214844
	Iteration 34Q: 3 clusters Score -4968176 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -4968207.500000 Penalty: 3443.214844
	Iteration 35Q: 3 clusters Score -4968208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4968257.000000 Penalty: 3443.214844
	Iteration 36Q: 3 clusters Score -4968257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -4968284.500000 Penalty: 3443.214844
	Iteration 37Q: 3 clusters Score -4968284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -4968325.000000 Penalty: 3443.214844
	Iteration 38Q: 3 clusters Score -4968325 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -4968352.000000 Penalty: 3443.214844
	Iteration 39Q: 3 clusters Score -4968352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -4968390.500000 Penalty: 3443.214844
	Iteration 40F: 3 clusters Score -4968390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -4968435.500000 Penalty: 3443.214844
	Iteration 41Q: 3 clusters Score -4968436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4968473.000000 Penalty: 3443.214844
	Iteration 42Q: 3 clusters Score -4968473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -4968510.000000 Penalty: 3443.214844
	Iteration 43Q: 3 clusters Score -4968510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -4968533.000000 Penalty: 3443.214844
	Iteration 44Q: 3 clusters Score -4968533 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -4968563.500000 Penalty: 3443.214844
	Iteration 45Q: 3 clusters Score -4968564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -4968602.500000 Penalty: 3443.214844
	Iteration 46Q: 3 clusters Score -4968602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -4968636.500000 Penalty: 3443.214844
	Iteration 47Q: 3 clusters Score -4968636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -4968681.000000 Penalty: 3443.214844
	Iteration 48Q: 3 clusters Score -4968681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -4968698.500000 Penalty: 3443.214844
	Iteration 49Q: 3 clusters Score -4968698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -4968723.500000 Penalty: 3443.214844
	Iteration 50Q: 3 clusters Score -4968724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -4968770.000000 Penalty: 3443.214844
	Iteration 51Q: 3 clusters Score -4968770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4968815.000000 Penalty: 3443.214844
	Iteration 52Q: 3 clusters Score -4968815 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -4968869.000000 Penalty: 3443.214844
	Iteration 53Q: 3 clusters Score -4968869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -4968940.000000 Penalty: 3443.214844
	Iteration 54Q: 3 clusters Score -4968940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4968991.000000 Penalty: 3443.214844
	Iteration 55Q: 3 clusters Score -4968991 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -4969048.500000 Penalty: 3443.214844
	Iteration 56Q: 3 clusters Score -4969048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -4969092.000000 Penalty: 3443.214844
	Iteration 57Q: 3 clusters Score -4969092 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -4969140.000000 Penalty: 3443.214844
	Iteration 58Q: 3 clusters Score -4969140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -4969199.000000 Penalty: 3443.214844
	Iteration 59Q: 3 clusters Score -4969199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -4969240.500000 Penalty: 3443.214844
	Iteration 60F: 3 clusters Score -4969240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -4969301.500000 Penalty: 3443.214844
	Iteration 61Q: 3 clusters Score -4969302 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -4969346.500000 Penalty: 3443.214844
	Iteration 62Q: 3 clusters Score -4969346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -4969373.500000 Penalty: 3443.214844
	Iteration 63Q: 3 clusters Score -4969374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -4969399.000000 Penalty: 3443.214844
	Iteration 64Q: 3 clusters Score -4969399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -4969414.000000 Penalty: 3443.214844
	Iteration 65Q: 3 clusters Score -4969414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -4969437.000000 Penalty: 3443.214844
	Iteration 66Q: 3 clusters Score -4969437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -4969439.500000 Penalty: 3443.214844
	Iteration 67Q: 3 clusters Score -4969440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -4969467.500000 Penalty: 3443.214844
	Iteration 68Q: 3 clusters Score -4969468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -4969473.000000 Penalty: 3443.214844
	Iteration 69Q: 3 clusters Score -4969473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -4969485.000000 Penalty: 3443.214844
	Iteration 70Q: 3 clusters Score -4969485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -4969480.500000 Penalty: 3443.214844
	Iteration 71Q: 3 clusters Score -4969480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -4969488.500000 Penalty: 3443.214844
	Iteration 72Q: 3 clusters Score -4969488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -4969502.000000 Penalty: 3443.214844
	Iteration 73Q: 3 clusters Score -4969502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -4969525.500000 Penalty: 3443.214844
	Iteration 74Q: 3 clusters Score -4969526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -4969541.000000 Penalty: 3443.214844
	Iteration 75Q: 3 clusters Score -4969541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -4969546.000000 Penalty: 3443.214844
	Iteration 76Q: 3 clusters Score -4969546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4969562.000000 Penalty: 3443.214844
	Iteration 77Q: 3 clusters Score -4969562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4969581.000000 Penalty: 3443.214844
	Iteration 78Q: 3 clusters Score -4969581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -4969601.500000 Penalty: 3443.214844
	Iteration 79Q: 3 clusters Score -4969602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -4969612.500000 Penalty: 3443.214844
	Iteration 80F: 3 clusters Score -4969612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -4969622.500000 Penalty: 3443.214844
	Iteration 81Q: 3 clusters Score -4969622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -4969648.500000 Penalty: 3443.214844
	Iteration 82Q: 3 clusters Score -4969648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -4969651.000000 Penalty: 3443.214844
	Iteration 83Q: 3 clusters Score -4969651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -4969644.000000 Penalty: 3443.214844
	Iteration 84Q: 3 clusters Score -4969644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -4969651.000000 Penalty: 3443.214844
	Iteration 85Q: 3 clusters Score -4969651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -4969657.000000 Penalty: 3443.214844
	Iteration 86Q: 3 clusters Score -4969657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -4969680.000000 Penalty: 3443.214844
	Iteration 87Q: 3 clusters Score -4969680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -4969675.500000 Penalty: 3443.214844
	Iteration 88Q: 3 clusters Score -4969676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -4969673.500000 Penalty: 3443.214844
	Iteration 89Q: 3 clusters Score -4969674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -4969674.500000 Penalty: 3443.214844
	Iteration 90Q: 3 clusters Score -4969674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -4969675.500000 Penalty: 3443.214844
	Iteration 91Q: 3 clusters Score -4969676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -4969674.500000 Penalty: 3443.214844
	Iteration 92Q: 3 clusters Score -4969674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -4969679.000000 Penalty: 3443.214844
	Iteration 93Q: 3 clusters Score -4969679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -4969669.500000 Penalty: 3443.214844
	Iteration 94Q: 3 clusters Score -4969670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -4969669.500000 Penalty: 3443.214844
	Iteration 95Q: 3 clusters Score -4969670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -4969669.500000 Penalty: 3443.214844
	Iteration 96F: 3 clusters Score -4969670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -14823.345703 Penalty: 801.852051
	Iteration 0F: 2 clusters Score -14823.35 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 67 members 
Entering Unmasked Estep 
Score: -14240.725586 Penalty: 1603.704102
	Iteration 0F: 3 clusters Score -14240.73 nChanged 13
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: -14301.274414 Penalty: 1603.704102
	Iteration 1F: 3 clusters Score -14301.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14312.878906 Penalty: 1603.704102
	Iteration 2Q: 3 clusters Score -14312.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14312.878906 Penalty: 1603.704102
	Iteration 3F: 3 clusters Score -14312.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Entering Unmasked Estep 
Score: -3259693.000000 Penalty: 1655.633789
	Iteration 0F: 2 clusters Score -3259693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3242260.250000 Penalty: 3311.267578
	Iteration 0F: 3 clusters Score -3242260 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3249011.000000 Penalty: 3311.267578
	Iteration 1F: 3 clusters Score -3249011 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -3249516.250000 Penalty: 3311.267578
	Iteration 2Q: 3 clusters Score -3249516 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3250161.750000 Penalty: 3311.267578
	Iteration 3F: 3 clusters Score -3250162 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3251077.250000 Penalty: 3311.267578
	Iteration 4F: 3 clusters Score -3251077 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3252318.250000 Penalty: 3311.267578
	Iteration 5F: 3 clusters Score -3252318 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3253897.250000 Penalty: 3311.267578
	Iteration 6F: 3 clusters Score -3253897 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -3255323.500000 Penalty: 3311.267578
	Iteration 7F: 3 clusters Score -3255324 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3256347.250000 Penalty: 3311.267578
	Iteration 8Q: 3 clusters Score -3256347 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3256946.000000 Penalty: 3311.267578
	Iteration 9Q: 3 clusters Score -3256946 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3257281.000000 Penalty: 3311.267578
	Iteration 10Q: 3 clusters Score -3257281 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3257515.750000 Penalty: 3311.267578
	Iteration 11Q: 3 clusters Score -3257516 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3257683.000000 Penalty: 3311.267578
	Iteration 12Q: 3 clusters Score -3257683 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3257814.500000 Penalty: 3311.267578
	Iteration 13Q: 3 clusters Score -3257814 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3257923.000000 Penalty: 3311.267578
	Iteration 14Q: 3 clusters Score -3257923 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3258006.750000 Penalty: 3311.267578
	Iteration 15Q: 3 clusters Score -3258007 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3258055.500000 Penalty: 3311.267578
	Iteration 16Q: 3 clusters Score -3258056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3258091.250000 Penalty: 3311.267578
	Iteration 17Q: 3 clusters Score -3258091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3258127.750000 Penalty: 3311.267578
	Iteration 18Q: 3 clusters Score -3258128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3258149.500000 Penalty: 3311.267578
	Iteration 19Q: 3 clusters Score -3258150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3258167.500000 Penalty: 3311.267578
	Iteration 20F: 3 clusters Score -3258168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3258175.250000 Penalty: 3311.267578
	Iteration 21Q: 3 clusters Score -3258175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3258197.250000 Penalty: 3311.267578
	Iteration 22Q: 3 clusters Score -3258197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3258214.250000 Penalty: 3311.267578
	Iteration 23Q: 3 clusters Score -3258214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3258222.750000 Penalty: 3311.267578
	Iteration 24Q: 3 clusters Score -3258223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3258238.750000 Penalty: 3311.267578
	Iteration 25Q: 3 clusters Score -3258239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3258251.500000 Penalty: 3311.267578
	Iteration 26Q: 3 clusters Score -3258252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3258261.000000 Penalty: 3311.267578
	Iteration 27Q: 3 clusters Score -3258261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3258264.250000 Penalty: 3311.267578
	Iteration 28Q: 3 clusters Score -3258264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3258272.000000 Penalty: 3311.267578
	Iteration 29Q: 3 clusters Score -3258272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3258277.000000 Penalty: 3311.267578
	Iteration 30Q: 3 clusters Score -3258277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3258280.500000 Penalty: 3311.267578
	Iteration 31Q: 3 clusters Score -3258280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3258282.250000 Penalty: 3311.267578
	Iteration 32Q: 3 clusters Score -3258282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3258287.500000 Penalty: 3311.267578
	Iteration 33Q: 3 clusters Score -3258288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3258284.750000 Penalty: 3311.267578
	Iteration 34Q: 3 clusters Score -3258285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3258290.000000 Penalty: 3311.267578
	Iteration 35Q: 3 clusters Score -3258290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3258288.500000 Penalty: 3311.267578
	Iteration 36Q: 3 clusters Score -3258288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3258288.500000 Penalty: 3311.267578
	Iteration 37F: 3 clusters Score -3258288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Entering Unmasked Estep 
Score: -3988911.250000 Penalty: 1688.770874
	Iteration 0F: 2 clusters Score -3988911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3967821.500000 Penalty: 3377.541748
	Iteration 0F: 3 clusters Score -3967822 nChanged 15041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3976110.000000 Penalty: 3377.541748
	Iteration 1F: 3 clusters Score -3976110 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3976593.750000 Penalty: 3377.541748
	Iteration 2Q: 3 clusters Score -3976594 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3977071.750000 Penalty: 3377.541748
	Iteration 3Q: 3 clusters Score -3977072 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3977570.000000 Penalty: 3377.541748
	Iteration 4Q: 3 clusters Score -3977570 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3978151.250000 Penalty: 3377.541748
	Iteration 5Q: 3 clusters Score -3978151 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3978918.000000 Penalty: 3377.541748
	Iteration 6Q: 3 clusters Score -3978918 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3979944.250000 Penalty: 3377.541748
	Iteration 7F: 3 clusters Score -3979944 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3981257.750000 Penalty: 3377.541748
	Iteration 8F: 3 clusters Score -3981258 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3982502.250000 Penalty: 3377.541748
	Iteration 9F: 3 clusters Score -3982502 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3983313.750000 Penalty: 3377.541748
	Iteration 10Q: 3 clusters Score -3983314 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3983724.250000 Penalty: 3377.541748
	Iteration 11Q: 3 clusters Score -3983724 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3983903.500000 Penalty: 3377.541748
	Iteration 12Q: 3 clusters Score -3983904 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3983984.250000 Penalty: 3377.541748
	Iteration 13Q: 3 clusters Score -3983984 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3984019.750000 Penalty: 3377.541748
	Iteration 14Q: 3 clusters Score -3984020 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3984031.750000 Penalty: 3377.541748
	Iteration 15Q: 3 clusters Score -3984032 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3984064.250000 Penalty: 3377.541748
	Iteration 16Q: 3 clusters Score -3984064 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3984084.000000 Penalty: 3377.541748
	Iteration 17Q: 3 clusters Score -3984084 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3984100.500000 Penalty: 3377.541748
	Iteration 18Q: 3 clusters Score -3984100 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3984108.750000 Penalty: 3377.541748
	Iteration 19Q: 3 clusters Score -3984109 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3984124.250000 Penalty: 3377.541748
	Iteration 20F: 3 clusters Score -3984124 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3984156.000000 Penalty: 3377.541748
	Iteration 21Q: 3 clusters Score -3984156 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3984209.250000 Penalty: 3377.541748
	Iteration 22Q: 3 clusters Score -3984209 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3984235.500000 Penalty: 3377.541748
	Iteration 23Q: 3 clusters Score -3984236 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3984252.250000 Penalty: 3377.541748
	Iteration 24Q: 3 clusters Score -3984252 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3984287.250000 Penalty: 3377.541748
	Iteration 25Q: 3 clusters Score -3984287 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3984332.250000 Penalty: 3377.541748
	Iteration 26Q: 3 clusters Score -3984332 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3984380.000000 Penalty: 3377.541748
	Iteration 27Q: 3 clusters Score -3984380 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3984441.500000 Penalty: 3377.541748
	Iteration 28Q: 3 clusters Score -3984442 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3984495.750000 Penalty: 3377.541748
	Iteration 29Q: 3 clusters Score -3984496 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3984544.500000 Penalty: 3377.541748
	Iteration 30Q: 3 clusters Score -3984544 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3984603.750000 Penalty: 3377.541748
	Iteration 31Q: 3 clusters Score -3984604 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3984720.750000 Penalty: 3377.541748
	Iteration 32Q: 3 clusters Score -3984721 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3984846.750000 Penalty: 3377.541748
	Iteration 33Q: 3 clusters Score -3984847 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3984996.000000 Penalty: 3377.541748
	Iteration 34Q: 3 clusters Score -3984996 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3985106.500000 Penalty: 3377.541748
	Iteration 35Q: 3 clusters Score -3985106 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3985261.250000 Penalty: 3377.541748
	Iteration 36Q: 3 clusters Score -3985261 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -3985395.250000 Penalty: 3377.541748
	Iteration 37Q: 3 clusters Score -3985395 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3985536.500000 Penalty: 3377.541748
	Iteration 38Q: 3 clusters Score -3985536 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3985672.750000 Penalty: 3377.541748
	Iteration 39Q: 3 clusters Score -3985673 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3985805.000000 Penalty: 3377.541748
	Iteration 40F: 3 clusters Score -3985805 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3985900.750000 Penalty: 3377.541748
	Iteration 41Q: 3 clusters Score -3985901 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3986041.000000 Penalty: 3377.541748
	Iteration 42Q: 3 clusters Score -3986041 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3986174.250000 Penalty: 3377.541748
	Iteration 43Q: 3 clusters Score -3986174 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3986304.250000 Penalty: 3377.541748
	Iteration 44Q: 3 clusters Score -3986304 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -3986376.500000 Penalty: 3377.541748
	Iteration 45Q: 3 clusters Score -3986376 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3986459.000000 Penalty: 3377.541748
	Iteration 46Q: 3 clusters Score -3986459 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3986530.000000 Penalty: 3377.541748
	Iteration 47Q: 3 clusters Score -3986530 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3986588.000000 Penalty: 3377.541748
	Iteration 48Q: 3 clusters Score -3986588 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3986606.000000 Penalty: 3377.541748
	Iteration 49Q: 3 clusters Score -3986606 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3986644.000000 Penalty: 3377.541748
	Iteration 50Q: 3 clusters Score -3986644 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3986675.500000 Penalty: 3377.541748
	Iteration 51Q: 3 clusters Score -3986676 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3986688.000000 Penalty: 3377.541748
	Iteration 52Q: 3 clusters Score -3986688 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3986728.000000 Penalty: 3377.541748
	Iteration 53Q: 3 clusters Score -3986728 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3986750.000000 Penalty: 3377.541748
	Iteration 54Q: 3 clusters Score -3986750 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3986782.500000 Penalty: 3377.541748
	Iteration 55Q: 3 clusters Score -3986782 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3986793.250000 Penalty: 3377.541748
	Iteration 56Q: 3 clusters Score -3986793 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3986831.500000 Penalty: 3377.541748
	Iteration 57Q: 3 clusters Score -3986832 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3986855.000000 Penalty: 3377.541748
	Iteration 58Q: 3 clusters Score -3986855 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3986880.250000 Penalty: 3377.541748
	Iteration 59Q: 3 clusters Score -3986880 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3986911.000000 Penalty: 3377.541748
	Iteration 60F: 3 clusters Score -3986911 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3986934.500000 Penalty: 3377.541748
	Iteration 61Q: 3 clusters Score -3986934 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3986977.000000 Penalty: 3377.541748
	Iteration 62Q: 3 clusters Score -3986977 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3986982.250000 Penalty: 3377.541748
	Iteration 63Q: 3 clusters Score -3986982 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3986979.500000 Penalty: 3377.541748
	Iteration 64Q: 3 clusters Score -3986980 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3986998.250000 Penalty: 3377.541748
	Iteration 65Q: 3 clusters Score -3986998 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3987016.000000 Penalty: 3377.541748
	Iteration 66Q: 3 clusters Score -3987016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3987037.250000 Penalty: 3377.541748
	Iteration 67Q: 3 clusters Score -3987037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3987062.500000 Penalty: 3377.541748
	Iteration 68Q: 3 clusters Score -3987062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3987102.750000 Penalty: 3377.541748
	Iteration 69Q: 3 clusters Score -3987103 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3987119.500000 Penalty: 3377.541748
	Iteration 70Q: 3 clusters Score -3987120 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3987142.750000 Penalty: 3377.541748
	Iteration 71Q: 3 clusters Score -3987143 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3987165.750000 Penalty: 3377.541748
	Iteration 72Q: 3 clusters Score -3987166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3987183.500000 Penalty: 3377.541748
	Iteration 73Q: 3 clusters Score -3987184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3987205.000000 Penalty: 3377.541748
	Iteration 74Q: 3 clusters Score -3987205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3987223.000000 Penalty: 3377.541748
	Iteration 75Q: 3 clusters Score -3987223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3987241.250000 Penalty: 3377.541748
	Iteration 76Q: 3 clusters Score -3987241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3987250.500000 Penalty: 3377.541748
	Iteration 77Q: 3 clusters Score -3987250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3987261.000000 Penalty: 3377.541748
	Iteration 78Q: 3 clusters Score -3987261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3987271.250000 Penalty: 3377.541748
	Iteration 79Q: 3 clusters Score -3987271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3987286.000000 Penalty: 3377.541748
	Iteration 80F: 3 clusters Score -3987286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3987297.250000 Penalty: 3377.541748
	Iteration 81Q: 3 clusters Score -3987297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3987294.500000 Penalty: 3377.541748
	Iteration 82Q: 3 clusters Score -3987294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3987305.750000 Penalty: 3377.541748
	Iteration 83Q: 3 clusters Score -3987306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3987317.500000 Penalty: 3377.541748
	Iteration 84Q: 3 clusters Score -3987318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3987324.250000 Penalty: 3377.541748
	Iteration 85Q: 3 clusters Score -3987324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3987323.750000 Penalty: 3377.541748
	Iteration 86Q: 3 clusters Score -3987324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3987323.000000 Penalty: 3377.541748
	Iteration 87Q: 3 clusters Score -3987323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3987343.250000 Penalty: 3377.541748
	Iteration 88Q: 3 clusters Score -3987343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3987350.250000 Penalty: 3377.541748
	Iteration 89Q: 3 clusters Score -3987350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3987358.000000 Penalty: 3377.541748
	Iteration 90Q: 3 clusters Score -3987358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3987361.000000 Penalty: 3377.541748
	Iteration 91Q: 3 clusters Score -3987361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3987362.750000 Penalty: 3377.541748
	Iteration 92Q: 3 clusters Score -3987363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3987366.750000 Penalty: 3377.541748
	Iteration 93Q: 3 clusters Score -3987367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3987363.000000 Penalty: 3377.541748
	Iteration 94Q: 3 clusters Score -3987363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3987372.500000 Penalty: 3377.541748
	Iteration 95Q: 3 clusters Score -3987372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3987365.750000 Penalty: 3377.541748
	Iteration 96Q: 3 clusters Score -3987366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3987367.250000 Penalty: 3377.541748
	Iteration 97Q: 3 clusters Score -3987367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3987365.500000 Penalty: 3377.541748
	Iteration 98Q: 3 clusters Score -3987366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3987366.500000 Penalty: 3377.541748
	Iteration 99Q: 3 clusters Score -3987366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3987369.000000 Penalty: 3377.541748
	Iteration 100F: 3 clusters Score -3987369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3987370.500000 Penalty: 3377.541748
	Iteration 101Q: 3 clusters Score -3987370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3987379.500000 Penalty: 3377.541748
	Iteration 102Q: 3 clusters Score -3987380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3987382.500000 Penalty: 3377.541748
	Iteration 103Q: 3 clusters Score -3987382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3987386.250000 Penalty: 3377.541748
	Iteration 104Q: 3 clusters Score -3987386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3987387.500000 Penalty: 3377.541748
	Iteration 105Q: 3 clusters Score -3987388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3987388.750000 Penalty: 3377.541748
	Iteration 106Q: 3 clusters Score -3987389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3987410.750000 Penalty: 3377.541748
	Iteration 107Q: 3 clusters Score -3987411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3987411.750000 Penalty: 3377.541748
	Iteration 108Q: 3 clusters Score -3987412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3987413.000000 Penalty: 3377.541748
	Iteration 109Q: 3 clusters Score -3987413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3987419.500000 Penalty: 3377.541748
	Iteration 110Q: 3 clusters Score -3987420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3987419.250000 Penalty: 3377.541748
	Iteration 111Q: 3 clusters Score -3987419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3987421.000000 Penalty: 3377.541748
	Iteration 112Q: 3 clusters Score -3987421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3987429.500000 Penalty: 3377.541748
	Iteration 113Q: 3 clusters Score -3987430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3987430.250000 Penalty: 3377.541748
	Iteration 114Q: 3 clusters Score -3987430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3987430.250000 Penalty: 3377.541748
	Iteration 115F: 3 clusters Score -3987430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Entering Unmasked Estep 
Score: -3840851.000000 Penalty: 1682.424927
	Iteration 0F: 2 clusters Score -3840851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3821165.000000 Penalty: 3364.849854
	Iteration 0F: 3 clusters Score -3821165 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3829442.250000 Penalty: 3364.849854
	Iteration 1F: 3 clusters Score -3829442 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3829953.500000 Penalty: 3364.849854
	Iteration 2Q: 3 clusters Score -3829954 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3830462.500000 Penalty: 3364.849854
	Iteration 3Q: 3 clusters Score -3830462 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3830831.500000 Penalty: 3364.849854
	Iteration 4Q: 3 clusters Score -3830832 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3831242.000000 Penalty: 3364.849854
	Iteration 5Q: 3 clusters Score -3831242 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3831629.000000 Penalty: 3364.849854
	Iteration 6Q: 3 clusters Score -3831629 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3832036.500000 Penalty: 3364.849854
	Iteration 7Q: 3 clusters Score -3832036 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3832538.500000 Penalty: 3364.849854
	Iteration 8Q: 3 clusters Score -3832538 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3833125.750000 Penalty: 3364.849854
	Iteration 9Q: 3 clusters Score -3833126 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3833826.250000 Penalty: 3364.849854
	Iteration 10Q: 3 clusters Score -3833826 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3834434.000000 Penalty: 3364.849854
	Iteration 11Q: 3 clusters Score -3834434 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3834926.750000 Penalty: 3364.849854
	Iteration 12Q: 3 clusters Score -3834927 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3835255.750000 Penalty: 3364.849854
	Iteration 13Q: 3 clusters Score -3835256 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3835584.000000 Penalty: 3364.849854
	Iteration 14Q: 3 clusters Score -3835584 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3835843.250000 Penalty: 3364.849854
	Iteration 15Q: 3 clusters Score -3835843 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3836016.750000 Penalty: 3364.849854
	Iteration 16Q: 3 clusters Score -3836017 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3836159.500000 Penalty: 3364.849854
	Iteration 17Q: 3 clusters Score -3836160 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3836264.250000 Penalty: 3364.849854
	Iteration 18Q: 3 clusters Score -3836264 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3836369.250000 Penalty: 3364.849854
	Iteration 19Q: 3 clusters Score -3836369 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3836495.000000 Penalty: 3364.849854
	Iteration 20F: 3 clusters Score -3836495 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3836612.750000 Penalty: 3364.849854
	Iteration 21Q: 3 clusters Score -3836613 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3836727.500000 Penalty: 3364.849854
	Iteration 22Q: 3 clusters Score -3836728 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3836842.250000 Penalty: 3364.849854
	Iteration 23Q: 3 clusters Score -3836842 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3836938.250000 Penalty: 3364.849854
	Iteration 24Q: 3 clusters Score -3836938 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3837046.250000 Penalty: 3364.849854
	Iteration 25Q: 3 clusters Score -3837046 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3837185.750000 Penalty: 3364.849854
	Iteration 26Q: 3 clusters Score -3837186 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3837329.750000 Penalty: 3364.849854
	Iteration 27Q: 3 clusters Score -3837330 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3837458.250000 Penalty: 3364.849854
	Iteration 28Q: 3 clusters Score -3837458 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3837611.250000 Penalty: 3364.849854
	Iteration 29Q: 3 clusters Score -3837611 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3837726.500000 Penalty: 3364.849854
	Iteration 30Q: 3 clusters Score -3837726 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3837817.500000 Penalty: 3364.849854
	Iteration 31Q: 3 clusters Score -3837818 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3837955.500000 Penalty: 3364.849854
	Iteration 32Q: 3 clusters Score -3837956 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3838035.500000 Penalty: 3364.849854
	Iteration 33Q: 3 clusters Score -3838036 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3838105.750000 Penalty: 3364.849854
	Iteration 34Q: 3 clusters Score -3838106 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3838154.250000 Penalty: 3364.849854
	Iteration 35Q: 3 clusters Score -3838154 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3838209.500000 Penalty: 3364.849854
	Iteration 36Q: 3 clusters Score -3838210 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3838229.500000 Penalty: 3364.849854
	Iteration 37Q: 3 clusters Score -3838230 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3838302.500000 Penalty: 3364.849854
	Iteration 38Q: 3 clusters Score -3838302 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3838374.000000 Penalty: 3364.849854
	Iteration 39Q: 3 clusters Score -3838374 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3838434.500000 Penalty: 3364.849854
	Iteration 40F: 3 clusters Score -3838434 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3838518.750000 Penalty: 3364.849854
	Iteration 41Q: 3 clusters Score -3838519 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3838559.500000 Penalty: 3364.849854
	Iteration 42Q: 3 clusters Score -3838560 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3838607.500000 Penalty: 3364.849854
	Iteration 43Q: 3 clusters Score -3838608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3838678.750000 Penalty: 3364.849854
	Iteration 44Q: 3 clusters Score -3838679 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3838745.750000 Penalty: 3364.849854
	Iteration 45Q: 3 clusters Score -3838746 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3838814.750000 Penalty: 3364.849854
	Iteration 46Q: 3 clusters Score -3838815 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3838880.000000 Penalty: 3364.849854
	Iteration 47Q: 3 clusters Score -3838880 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3838899.750000 Penalty: 3364.849854
	Iteration 48Q: 3 clusters Score -3838900 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3838927.000000 Penalty: 3364.849854
	Iteration 49Q: 3 clusters Score -3838927 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3838976.750000 Penalty: 3364.849854
	Iteration 50Q: 3 clusters Score -3838977 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3839026.750000 Penalty: 3364.849854
	Iteration 51Q: 3 clusters Score -3839027 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3839055.000000 Penalty: 3364.849854
	Iteration 52Q: 3 clusters Score -3839055 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3839082.000000 Penalty: 3364.849854
	Iteration 53Q: 3 clusters Score -3839082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3839116.250000 Penalty: 3364.849854
	Iteration 54Q: 3 clusters Score -3839116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3839142.750000 Penalty: 3364.849854
	Iteration 55Q: 3 clusters Score -3839143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3839159.750000 Penalty: 3364.849854
	Iteration 56Q: 3 clusters Score -3839160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3839197.250000 Penalty: 3364.849854
	Iteration 57Q: 3 clusters Score -3839197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3839229.000000 Penalty: 3364.849854
	Iteration 58Q: 3 clusters Score -3839229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3839248.750000 Penalty: 3364.849854
	Iteration 59Q: 3 clusters Score -3839249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3839269.750000 Penalty: 3364.849854
	Iteration 60F: 3 clusters Score -3839270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3839282.500000 Penalty: 3364.849854
	Iteration 61Q: 3 clusters Score -3839282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3839297.750000 Penalty: 3364.849854
	Iteration 62Q: 3 clusters Score -3839298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3839329.000000 Penalty: 3364.849854
	Iteration 63Q: 3 clusters Score -3839329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3839354.250000 Penalty: 3364.849854
	Iteration 64Q: 3 clusters Score -3839354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3839358.500000 Penalty: 3364.849854
	Iteration 65Q: 3 clusters Score -3839358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3839365.500000 Penalty: 3364.849854
	Iteration 66Q: 3 clusters Score -3839366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3839378.250000 Penalty: 3364.849854
	Iteration 67Q: 3 clusters Score -3839378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3839374.750000 Penalty: 3364.849854
	Iteration 68Q: 3 clusters Score -3839375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3839384.000000 Penalty: 3364.849854
	Iteration 69Q: 3 clusters Score -3839384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3839392.000000 Penalty: 3364.849854
	Iteration 70Q: 3 clusters Score -3839392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3839405.750000 Penalty: 3364.849854
	Iteration 71Q: 3 clusters Score -3839406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3839401.500000 Penalty: 3364.849854
	Iteration 72Q: 3 clusters Score -3839402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3839417.500000 Penalty: 3364.849854
	Iteration 73Q: 3 clusters Score -3839418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3839424.500000 Penalty: 3364.849854
	Iteration 74Q: 3 clusters Score -3839424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3839437.000000 Penalty: 3364.849854
	Iteration 75Q: 3 clusters Score -3839437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3839440.250000 Penalty: 3364.849854
	Iteration 76Q: 3 clusters Score -3839440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3839444.750000 Penalty: 3364.849854
	Iteration 77Q: 3 clusters Score -3839445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3839457.000000 Penalty: 3364.849854
	Iteration 78Q: 3 clusters Score -3839457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3839459.250000 Penalty: 3364.849854
	Iteration 79Q: 3 clusters Score -3839459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3839472.500000 Penalty: 3364.849854
	Iteration 80F: 3 clusters Score -3839472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3839473.750000 Penalty: 3364.849854
	Iteration 81Q: 3 clusters Score -3839474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3839473.000000 Penalty: 3364.849854
	Iteration 82Q: 3 clusters Score -3839473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3839467.500000 Penalty: 3364.849854
	Iteration 83Q: 3 clusters Score -3839468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3839470.250000 Penalty: 3364.849854
	Iteration 84Q: 3 clusters Score -3839470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3839469.000000 Penalty: 3364.849854
	Iteration 85Q: 3 clusters Score -3839469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3839472.000000 Penalty: 3364.849854
	Iteration 86Q: 3 clusters Score -3839472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3839469.000000 Penalty: 3364.849854
	Iteration 87Q: 3 clusters Score -3839469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3839466.500000 Penalty: 3364.849854
	Iteration 88Q: 3 clusters Score -3839466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3839464.000000 Penalty: 3364.849854
	Iteration 89Q: 3 clusters Score -3839464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3839468.250000 Penalty: 3364.849854
	Iteration 90Q: 3 clusters Score -3839468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3839471.750000 Penalty: 3364.849854
	Iteration 91Q: 3 clusters Score -3839472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3839472.500000 Penalty: 3364.849854
	Iteration 92Q: 3 clusters Score -3839472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3839478.000000 Penalty: 3364.849854
	Iteration 93Q: 3 clusters Score -3839478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3839473.250000 Penalty: 3364.849854
	Iteration 94Q: 3 clusters Score -3839473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3839479.500000 Penalty: 3364.849854
	Iteration 95Q: 3 clusters Score -3839480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3839477.250000 Penalty: 3364.849854
	Iteration 96Q: 3 clusters Score -3839477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3839481.750000 Penalty: 3364.849854
	Iteration 97Q: 3 clusters Score -3839482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3839478.250000 Penalty: 3364.849854
	Iteration 98Q: 3 clusters Score -3839478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3839472.000000 Penalty: 3364.849854
	Iteration 99Q: 3 clusters Score -3839472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3839472.000000 Penalty: 3364.849854
	Iteration 100F: 3 clusters Score -3839472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Entering Unmasked Estep 
Score: -1055836.750000 Penalty: 1474.311523
	Iteration 0F: 2 clusters Score -1055837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1049470.125000 Penalty: 2948.623047
	Iteration 0F: 3 clusters Score -1049470 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1051525.125000 Penalty: 2948.623047
	Iteration 1F: 3 clusters Score -1051525 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1051812.250000 Penalty: 2948.623047
	Iteration 2F: 3 clusters Score -1051812 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1052071.250000 Penalty: 2948.623047
	Iteration 3F: 3 clusters Score -1052071 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1052327.750000 Penalty: 2948.623047
	Iteration 4F: 3 clusters Score -1052328 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1052653.875000 Penalty: 2948.623047
	Iteration 5F: 3 clusters Score -1052654 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1053010.000000 Penalty: 2948.623047
	Iteration 6F: 3 clusters Score -1053010 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1053358.500000 Penalty: 2948.623047
	Iteration 7F: 3 clusters Score -1053358 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1053709.375000 Penalty: 2948.623047
	Iteration 8Q: 3 clusters Score -1053709 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1054000.750000 Penalty: 2948.623047
	Iteration 9Q: 3 clusters Score -1054001 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1054210.125000 Penalty: 2948.623047
	Iteration 10Q: 3 clusters Score -1054210 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1054359.000000 Penalty: 2948.623047
	Iteration 11Q: 3 clusters Score -1054359 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1054451.625000 Penalty: 2948.623047
	Iteration 12Q: 3 clusters Score -1054452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1054491.750000 Penalty: 2948.623047
	Iteration 13Q: 3 clusters Score -1054492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1054519.375000 Penalty: 2948.623047
	Iteration 14Q: 3 clusters Score -1054519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1054538.375000 Penalty: 2948.623047
	Iteration 15Q: 3 clusters Score -1054538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1054553.500000 Penalty: 2948.623047
	Iteration 16Q: 3 clusters Score -1054554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1054558.500000 Penalty: 2948.623047
	Iteration 17Q: 3 clusters Score -1054558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1054570.250000 Penalty: 2948.623047
	Iteration 18Q: 3 clusters Score -1054570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1054581.375000 Penalty: 2948.623047
	Iteration 19Q: 3 clusters Score -1054581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1054587.750000 Penalty: 2948.623047
	Iteration 20F: 3 clusters Score -1054588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1054592.000000 Penalty: 2948.623047
	Iteration 21Q: 3 clusters Score -1054592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1054596.750000 Penalty: 2948.623047
	Iteration 22Q: 3 clusters Score -1054597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1054601.875000 Penalty: 2948.623047
	Iteration 23Q: 3 clusters Score -1054602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1054609.000000 Penalty: 2948.623047
	Iteration 24Q: 3 clusters Score -1054609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1054617.625000 Penalty: 2948.623047
	Iteration 25Q: 3 clusters Score -1054618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1054628.125000 Penalty: 2948.623047
	Iteration 26Q: 3 clusters Score -1054628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1054633.000000 Penalty: 2948.623047
	Iteration 27Q: 3 clusters Score -1054633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1054637.375000 Penalty: 2948.623047
	Iteration 28Q: 3 clusters Score -1054637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1054639.375000 Penalty: 2948.623047
	Iteration 29Q: 3 clusters Score -1054639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1054640.875000 Penalty: 2948.623047
	Iteration 30Q: 3 clusters Score -1054641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1054642.625000 Penalty: 2948.623047
	Iteration 31Q: 3 clusters Score -1054643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1054642.625000 Penalty: 2948.623047
	Iteration 32F: 3 clusters Score -1054643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -232292.546875 Penalty: 1227.494263
	Iteration 0F: 2 clusters Score -232292.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -230254.343750 Penalty: 2454.988525
	Iteration 0F: 3 clusters Score -230254.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -230664.578125 Penalty: 2454.988525
	Iteration 1F: 3 clusters Score -230664.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -230741.687500 Penalty: 2454.988525
	Iteration 2F: 3 clusters Score -230741.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -230789.109375 Penalty: 2454.988525
	Iteration 3Q: 3 clusters Score -230789.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -230816.718750 Penalty: 2454.988525
	Iteration 4Q: 3 clusters Score -230816.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -230836.187500 Penalty: 2454.988525
	Iteration 5Q: 3 clusters Score -230836.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -230849.765625 Penalty: 2454.988525
	Iteration 6Q: 3 clusters Score -230849.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -230860.562500 Penalty: 2454.988525
	Iteration 7Q: 3 clusters Score -230860.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -230868.984375 Penalty: 2454.988525
	Iteration 8Q: 3 clusters Score -230869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -230875.203125 Penalty: 2454.988525
	Iteration 9Q: 3 clusters Score -230875.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -230882.187500 Penalty: 2454.988525
	Iteration 10Q: 3 clusters Score -230882.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -230889.328125 Penalty: 2454.988525
	Iteration 11Q: 3 clusters Score -230889.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -230895.625000 Penalty: 2454.988525
	Iteration 12Q: 3 clusters Score -230895.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -230902.000000 Penalty: 2454.988525
	Iteration 13Q: 3 clusters Score -230902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -230905.156250 Penalty: 2454.988525
	Iteration 14Q: 3 clusters Score -230905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -230905.906250 Penalty: 2454.988525
	Iteration 15Q: 3 clusters Score -230905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -230906.203125 Penalty: 2454.988525
	Iteration 16Q: 3 clusters Score -230906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -230907.984375 Penalty: 2454.988525
	Iteration 17Q: 3 clusters Score -230908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -230907.984375 Penalty: 2454.988525
	Iteration 18F: 3 clusters Score -230908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -40551.226562 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -40551.23 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 193 members 
Entering Unmasked Estep 
Score: -39646.972656 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -39646.97 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39793.820312 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -39793.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39876.363281 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -39876.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39917.976562 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -39917.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39938.476562 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -39938.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39946.105469 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -39946.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39946.871094 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -39946.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39946.871094 Penalty: 1946.412354
	Iteration 7F: 3 clusters Score -39946.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Entering Unmasked Estep 
Score: -3730812.250000 Penalty: 1677.004028
	Iteration 0F: 2 clusters Score -3730812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3711351.500000 Penalty: 3354.008057
	Iteration 0F: 3 clusters Score -3711352 nChanged 13932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3719193.000000 Penalty: 3354.008057
	Iteration 1F: 3 clusters Score -3719193 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3719670.000000 Penalty: 3354.008057
	Iteration 2Q: 3 clusters Score -3719670 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3720170.500000 Penalty: 3354.008057
	Iteration 3Q: 3 clusters Score -3720170 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3720822.500000 Penalty: 3354.008057
	Iteration 4Q: 3 clusters Score -3720822 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3721658.500000 Penalty: 3354.008057
	Iteration 5F: 3 clusters Score -3721658 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3722764.500000 Penalty: 3354.008057
	Iteration 6F: 3 clusters Score -3722764 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3724044.750000 Penalty: 3354.008057
	Iteration 7F: 3 clusters Score -3724045 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3725086.500000 Penalty: 3354.008057
	Iteration 8F: 3 clusters Score -3725086 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3725668.250000 Penalty: 3354.008057
	Iteration 9Q: 3 clusters Score -3725668 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3725946.750000 Penalty: 3354.008057
	Iteration 10Q: 3 clusters Score -3725947 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3726125.250000 Penalty: 3354.008057
	Iteration 11Q: 3 clusters Score -3726125 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3726237.250000 Penalty: 3354.008057
	Iteration 12Q: 3 clusters Score -3726237 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3726362.250000 Penalty: 3354.008057
	Iteration 13Q: 3 clusters Score -3726362 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3726482.000000 Penalty: 3354.008057
	Iteration 14Q: 3 clusters Score -3726482 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3726615.000000 Penalty: 3354.008057
	Iteration 15Q: 3 clusters Score -3726615 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3726733.000000 Penalty: 3354.008057
	Iteration 16Q: 3 clusters Score -3726733 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3726860.000000 Penalty: 3354.008057
	Iteration 17Q: 3 clusters Score -3726860 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3726976.750000 Penalty: 3354.008057
	Iteration 18Q: 3 clusters Score -3726977 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3727068.500000 Penalty: 3354.008057
	Iteration 19Q: 3 clusters Score -3727068 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3727144.000000 Penalty: 3354.008057
	Iteration 20F: 3 clusters Score -3727144 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3727227.750000 Penalty: 3354.008057
	Iteration 21Q: 3 clusters Score -3727228 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3727294.250000 Penalty: 3354.008057
	Iteration 22Q: 3 clusters Score -3727294 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3727361.750000 Penalty: 3354.008057
	Iteration 23Q: 3 clusters Score -3727362 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3727397.500000 Penalty: 3354.008057
	Iteration 24Q: 3 clusters Score -3727398 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3727447.500000 Penalty: 3354.008057
	Iteration 25Q: 3 clusters Score -3727448 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3727511.250000 Penalty: 3354.008057
	Iteration 26Q: 3 clusters Score -3727511 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3727548.750000 Penalty: 3354.008057
	Iteration 27Q: 3 clusters Score -3727549 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3727571.750000 Penalty: 3354.008057
	Iteration 28Q: 3 clusters Score -3727572 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3727593.750000 Penalty: 3354.008057
	Iteration 29Q: 3 clusters Score -3727594 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -3727614.250000 Penalty: 3354.008057
	Iteration 30Q: 3 clusters Score -3727614 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -3727651.000000 Penalty: 3354.008057
	Iteration 31Q: 3 clusters Score -3727651 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -3727691.250000 Penalty: 3354.008057
	Iteration 32Q: 3 clusters Score -3727691 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -3727717.000000 Penalty: 3354.008057
	Iteration 33Q: 3 clusters Score -3727717 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -3727727.500000 Penalty: 3354.008057
	Iteration 34Q: 3 clusters Score -3727728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3727749.500000 Penalty: 3354.008057
	Iteration 35Q: 3 clusters Score -3727750 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3727759.000000 Penalty: 3354.008057
	Iteration 36Q: 3 clusters Score -3727759 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -3727774.500000 Penalty: 3354.008057
	Iteration 37Q: 3 clusters Score -3727774 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -3727787.250000 Penalty: 3354.008057
	Iteration 38Q: 3 clusters Score -3727787 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3727791.500000 Penalty: 3354.008057
	Iteration 39Q: 3 clusters Score -3727792 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3727818.000000 Penalty: 3354.008057
	Iteration 40F: 3 clusters Score -3727818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3727805.500000 Penalty: 3354.008057
	Iteration 41Q: 3 clusters Score -3727806 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3727813.750000 Penalty: 3354.008057
	Iteration 42Q: 3 clusters Score -3727814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3727841.750000 Penalty: 3354.008057
	Iteration 43Q: 3 clusters Score -3727842 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3727841.250000 Penalty: 3354.008057
	Iteration 44Q: 3 clusters Score -3727841 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -3727861.000000 Penalty: 3354.008057
	Iteration 45Q: 3 clusters Score -3727861 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -3727875.750000 Penalty: 3354.008057
	Iteration 46Q: 3 clusters Score -3727876 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3727881.250000 Penalty: 3354.008057
	Iteration 47Q: 3 clusters Score -3727881 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3727897.000000 Penalty: 3354.008057
	Iteration 48Q: 3 clusters Score -3727897 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3727913.750000 Penalty: 3354.008057
	Iteration 49Q: 3 clusters Score -3727914 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3727926.750000 Penalty: 3354.008057
	Iteration 50Q: 3 clusters Score -3727927 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -3727941.500000 Penalty: 3354.008057
	Iteration 51Q: 3 clusters Score -3727942 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3727949.500000 Penalty: 3354.008057
	Iteration 52Q: 3 clusters Score -3727950 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3727971.500000 Penalty: 3354.008057
	Iteration 53Q: 3 clusters Score -3727972 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3727982.500000 Penalty: 3354.008057
	Iteration 54Q: 3 clusters Score -3727982 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3728002.250000 Penalty: 3354.008057
	Iteration 55Q: 3 clusters Score -3728002 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3728016.500000 Penalty: 3354.008057
	Iteration 56Q: 3 clusters Score -3728016 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3728045.000000 Penalty: 3354.008057
	Iteration 57Q: 3 clusters Score -3728045 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3728061.250000 Penalty: 3354.008057
	Iteration 58Q: 3 clusters Score -3728061 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3728082.750000 Penalty: 3354.008057
	Iteration 59Q: 3 clusters Score -3728083 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3728109.250000 Penalty: 3354.008057
	Iteration 60F: 3 clusters Score -3728109 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3728122.500000 Penalty: 3354.008057
	Iteration 61Q: 3 clusters Score -3728122 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3728136.750000 Penalty: 3354.008057
	Iteration 62Q: 3 clusters Score -3728137 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3728146.500000 Penalty: 3354.008057
	Iteration 63Q: 3 clusters Score -3728146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -3728157.500000 Penalty: 3354.008057
	Iteration 64Q: 3 clusters Score -3728158 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3728161.750000 Penalty: 3354.008057
	Iteration 65Q: 3 clusters Score -3728162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3728164.750000 Penalty: 3354.008057
	Iteration 66Q: 3 clusters Score -3728165 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3728172.250000 Penalty: 3354.008057
	Iteration 67Q: 3 clusters Score -3728172 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3728186.750000 Penalty: 3354.008057
	Iteration 68Q: 3 clusters Score -3728187 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3728198.250000 Penalty: 3354.008057
	Iteration 69Q: 3 clusters Score -3728198 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3728198.250000 Penalty: 3354.008057
	Iteration 70Q: 3 clusters Score -3728198 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3728219.250000 Penalty: 3354.008057
	Iteration 71Q: 3 clusters Score -3728219 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3728241.000000 Penalty: 3354.008057
	Iteration 72Q: 3 clusters Score -3728241 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3728255.500000 Penalty: 3354.008057
	Iteration 73Q: 3 clusters Score -3728256 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3728261.750000 Penalty: 3354.008057
	Iteration 74Q: 3 clusters Score -3728262 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3728277.000000 Penalty: 3354.008057
	Iteration 75Q: 3 clusters Score -3728277 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3728292.250000 Penalty: 3354.008057
	Iteration 76Q: 3 clusters Score -3728292 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3728297.000000 Penalty: 3354.008057
	Iteration 77Q: 3 clusters Score -3728297 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3728300.500000 Penalty: 3354.008057
	Iteration 78Q: 3 clusters Score -3728300 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3728302.000000 Penalty: 3354.008057
	Iteration 79Q: 3 clusters Score -3728302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3728319.250000 Penalty: 3354.008057
	Iteration 80F: 3 clusters Score -3728319 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3728332.000000 Penalty: 3354.008057
	Iteration 81Q: 3 clusters Score -3728332 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3728349.000000 Penalty: 3354.008057
	Iteration 82Q: 3 clusters Score -3728349 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3728383.500000 Penalty: 3354.008057
	Iteration 83Q: 3 clusters Score -3728384 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3728418.500000 Penalty: 3354.008057
	Iteration 84Q: 3 clusters Score -3728418 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3728429.750000 Penalty: 3354.008057
	Iteration 85Q: 3 clusters Score -3728430 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3728460.500000 Penalty: 3354.008057
	Iteration 86Q: 3 clusters Score -3728460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3728450.750000 Penalty: 3354.008057
	Iteration 87Q: 3 clusters Score -3728451 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3728461.750000 Penalty: 3354.008057
	Iteration 88Q: 3 clusters Score -3728462 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3728454.000000 Penalty: 3354.008057
	Iteration 89Q: 3 clusters Score -3728454 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3728494.750000 Penalty: 3354.008057
	Iteration 90Q: 3 clusters Score -3728495 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3728501.250000 Penalty: 3354.008057
	Iteration 91Q: 3 clusters Score -3728501 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3728525.750000 Penalty: 3354.008057
	Iteration 92Q: 3 clusters Score -3728526 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -3728555.250000 Penalty: 3354.008057
	Iteration 93Q: 3 clusters Score -3728555 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3728573.500000 Penalty: 3354.008057
	Iteration 94Q: 3 clusters Score -3728574 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3728608.500000 Penalty: 3354.008057
	Iteration 95Q: 3 clusters Score -3728608 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3728636.750000 Penalty: 3354.008057
	Iteration 96Q: 3 clusters Score -3728637 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3728670.750000 Penalty: 3354.008057
	Iteration 97Q: 3 clusters Score -3728671 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -3728685.500000 Penalty: 3354.008057
	Iteration 98Q: 3 clusters Score -3728686 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3728701.000000 Penalty: 3354.008057
	Iteration 99Q: 3 clusters Score -3728701 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3728739.750000 Penalty: 3354.008057
	Iteration 100F: 3 clusters Score -3728740 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -3728773.500000 Penalty: 3354.008057
	Iteration 101Q: 3 clusters Score -3728774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3728794.500000 Penalty: 3354.008057
	Iteration 102Q: 3 clusters Score -3728794 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3728836.750000 Penalty: 3354.008057
	Iteration 103Q: 3 clusters Score -3728837 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -3728879.500000 Penalty: 3354.008057
	Iteration 104Q: 3 clusters Score -3728880 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3728916.250000 Penalty: 3354.008057
	Iteration 105Q: 3 clusters Score -3728916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3728958.000000 Penalty: 3354.008057
	Iteration 106Q: 3 clusters Score -3728958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3728996.250000 Penalty: 3354.008057
	Iteration 107Q: 3 clusters Score -3728996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -3729017.000000 Penalty: 3354.008057
	Iteration 108Q: 3 clusters Score -3729017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3729044.000000 Penalty: 3354.008057
	Iteration 109Q: 3 clusters Score -3729044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3729057.000000 Penalty: 3354.008057
	Iteration 110Q: 3 clusters Score -3729057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3729069.750000 Penalty: 3354.008057
	Iteration 111Q: 3 clusters Score -3729070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3729097.250000 Penalty: 3354.008057
	Iteration 112Q: 3 clusters Score -3729097 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3729109.250000 Penalty: 3354.008057
	Iteration 113Q: 3 clusters Score -3729109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3729115.750000 Penalty: 3354.008057
	Iteration 114Q: 3 clusters Score -3729116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3729115.000000 Penalty: 3354.008057
	Iteration 115Q: 3 clusters Score -3729115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3729123.000000 Penalty: 3354.008057
	Iteration 116Q: 3 clusters Score -3729123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -3729130.250000 Penalty: 3354.008057
	Iteration 117Q: 3 clusters Score -3729130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -3729146.000000 Penalty: 3354.008057
	Iteration 118Q: 3 clusters Score -3729146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -3729150.500000 Penalty: 3354.008057
	Iteration 119Q: 3 clusters Score -3729150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3729161.000000 Penalty: 3354.008057
	Iteration 120F: 3 clusters Score -3729161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -3729168.500000 Penalty: 3354.008057
	Iteration 121Q: 3 clusters Score -3729168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -3729174.750000 Penalty: 3354.008057
	Iteration 122Q: 3 clusters Score -3729175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -3729176.750000 Penalty: 3354.008057
	Iteration 123Q: 3 clusters Score -3729177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -3729177.250000 Penalty: 3354.008057
	Iteration 124Q: 3 clusters Score -3729177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3729177.000000 Penalty: 3354.008057
	Iteration 125Q: 3 clusters Score -3729177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -3729175.750000 Penalty: 3354.008057
	Iteration 126Q: 3 clusters Score -3729176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -3729177.500000 Penalty: 3354.008057
	Iteration 127Q: 3 clusters Score -3729178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3729177.000000 Penalty: 3354.008057
	Iteration 128Q: 3 clusters Score -3729177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -3729182.000000 Penalty: 3354.008057
	Iteration 129Q: 3 clusters Score -3729182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3729188.250000 Penalty: 3354.008057
	Iteration 130Q: 3 clusters Score -3729188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3729194.500000 Penalty: 3354.008057
	Iteration 131Q: 3 clusters Score -3729194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3729194.500000 Penalty: 3354.008057
	Iteration 132F: 3 clusters Score -3729194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Entering Unmasked Estep 
Score: -3099264.000000 Penalty: 1646.523804
	Iteration 0F: 2 clusters Score -3099264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3082485.750000 Penalty: 3293.047607
	Iteration 0F: 3 clusters Score -3082486 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3088805.000000 Penalty: 3293.047607
	Iteration 1F: 3 clusters Score -3088805 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3089133.250000 Penalty: 3293.047607
	Iteration 2Q: 3 clusters Score -3089133 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3089441.750000 Penalty: 3293.047607
	Iteration 3Q: 3 clusters Score -3089442 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3089754.500000 Penalty: 3293.047607
	Iteration 4Q: 3 clusters Score -3089754 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3090082.000000 Penalty: 3293.047607
	Iteration 5Q: 3 clusters Score -3090082 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3090469.250000 Penalty: 3293.047607
	Iteration 6Q: 3 clusters Score -3090469 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3091033.000000 Penalty: 3293.047607
	Iteration 7Q: 3 clusters Score -3091033 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3091800.250000 Penalty: 3293.047607
	Iteration 8Q: 3 clusters Score -3091800 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3092744.250000 Penalty: 3293.047607
	Iteration 9F: 3 clusters Score -3092744 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3093627.750000 Penalty: 3293.047607
	Iteration 10F: 3 clusters Score -3093628 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -3094172.000000 Penalty: 3293.047607
	Iteration 11Q: 3 clusters Score -3094172 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3094422.250000 Penalty: 3293.047607
	Iteration 12Q: 3 clusters Score -3094422 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3094553.000000 Penalty: 3293.047607
	Iteration 13Q: 3 clusters Score -3094553 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3094677.250000 Penalty: 3293.047607
	Iteration 14Q: 3 clusters Score -3094677 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3094786.750000 Penalty: 3293.047607
	Iteration 15Q: 3 clusters Score -3094787 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3094892.250000 Penalty: 3293.047607
	Iteration 16Q: 3 clusters Score -3094892 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3094953.500000 Penalty: 3293.047607
	Iteration 17Q: 3 clusters Score -3094954 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3095038.250000 Penalty: 3293.047607
	Iteration 18Q: 3 clusters Score -3095038 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3095129.750000 Penalty: 3293.047607
	Iteration 19Q: 3 clusters Score -3095130 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3095218.000000 Penalty: 3293.047607
	Iteration 20F: 3 clusters Score -3095218 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3095319.250000 Penalty: 3293.047607
	Iteration 21Q: 3 clusters Score -3095319 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3095420.250000 Penalty: 3293.047607
	Iteration 22Q: 3 clusters Score -3095420 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3095522.500000 Penalty: 3293.047607
	Iteration 23Q: 3 clusters Score -3095522 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3095626.500000 Penalty: 3293.047607
	Iteration 24Q: 3 clusters Score -3095626 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3095723.000000 Penalty: 3293.047607
	Iteration 25Q: 3 clusters Score -3095723 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3095822.750000 Penalty: 3293.047607
	Iteration 26Q: 3 clusters Score -3095823 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3095918.500000 Penalty: 3293.047607
	Iteration 27Q: 3 clusters Score -3095918 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3096046.000000 Penalty: 3293.047607
	Iteration 28Q: 3 clusters Score -3096046 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3096135.000000 Penalty: 3293.047607
	Iteration 29Q: 3 clusters Score -3096135 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3096265.500000 Penalty: 3293.047607
	Iteration 30Q: 3 clusters Score -3096266 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3096374.500000 Penalty: 3293.047607
	Iteration 31Q: 3 clusters Score -3096374 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3096510.750000 Penalty: 3293.047607
	Iteration 32Q: 3 clusters Score -3096511 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3096661.000000 Penalty: 3293.047607
	Iteration 33Q: 3 clusters Score -3096661 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3096835.500000 Penalty: 3293.047607
	Iteration 34Q: 3 clusters Score -3096836 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3097010 nChanged 390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3097164 nChanged 373
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Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3097305 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3097418 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3097506 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3097588 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3097656 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3097703 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3097737 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3097779 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3097805.000000 Penalty: 3293.047607
	Iteration 45Q: 3 clusters Score -3097805 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3097820.000000 Penalty: 3293.047607
	Iteration 46Q: 3 clusters Score -3097820 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3097852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3097862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3097890.250000 Penalty: 3293.047607
	Iteration 49Q: 3 clusters Score -3097890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3097900.750000 Penalty: 3293.047607
	Iteration 50Q: 3 clusters Score -3097901 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3097913.500000 Penalty: 3293.047607
	Iteration 51Q: 3 clusters Score -3097914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3097926.000000 Penalty: 3293.047607
	Iteration 52Q: 3 clusters Score -3097926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3097936.000000 Penalty: 3293.047607
	Iteration 53Q: 3 clusters Score -3097936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -3097934.250000 Penalty: 3293.047607
	Iteration 54Q: 3 clusters Score -3097934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3097936.000000 Penalty: 3293.047607
	Iteration 55Q: 3 clusters Score -3097936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3097941.500000 Penalty: 3293.047607
	Iteration 56Q: 3 clusters Score -3097942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3097939.500000 Penalty: 3293.047607
	Iteration 57Q: 3 clusters Score -3097940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3097942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3097948.250000 Penalty: 3293.047607
	Iteration 59Q: 3 clusters Score -3097948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3097964.000000 Penalty: 3293.047607
	Iteration 60F: 3 clusters Score -3097964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3097967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3097970.500000 Penalty: 3293.047607
	Iteration 62Q: 3 clusters Score -3097970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3097975.250000 Penalty: 3293.047607
	Iteration 63Q: 3 clusters Score -3097975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3097975.750000 Penalty: 3293.047607
	Iteration 64Q: 3 clusters Score -3097976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3097975.250000 Penalty: 3293.047607
	Iteration 65Q: 3 clusters Score -3097975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3097972.750000 Penalty: 3293.047607
	Iteration 66Q: 3 clusters Score -3097973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -3097979.750000 Penalty: 3293.047607
	Iteration 67Q: 3 clusters Score -3097980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3097977.250000 Penalty: 3293.047607
	Iteration 68Q: 3 clusters Score -3097977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3097973.750000 Penalty: 3293.047607
	Iteration 69Q: 3 clusters Score -3097974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3097981.500000 Penalty: 3293.047607
	Iteration 70Q: 3 clusters Score -3097982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3097984.250000 Penalty: 3293.047607
	Iteration 71Q: 3 clusters Score -3097984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3097982.000000 Penalty: 3293.047607
	Iteration 72Q: 3 clusters Score -3097982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -3097983.750000 Penalty: 3293.047607
	Iteration 73Q: 3 clusters Score -3097984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3097987.250000 Penalty: 3293.047607
	Iteration 74Q: 3 clusters Score -3097987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3097991.000000 Penalty: 3293.047607
	Iteration 75Q: 3 clusters Score -3097991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3097996.750000 Penalty: 3293.047607
	Iteration 76Q: 3 clusters Score -3097997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3098008.000000 Penalty: 3293.047607
	Iteration 77Q: 3 clusters Score -3098008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3098009.250000 Penalty: 3293.047607
	Iteration 78Q: 3 clusters Score -3098009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3098013.750000 Penalty: 3293.047607
	Iteration 79Q: 3 clusters Score -3098014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -3098007.250000 Penalty: 3293.047607
	Iteration 80F: 3 clusters Score -3098007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3098001.250000 Penalty: 3293.047607
	Iteration 81Q: 3 clusters Score -3098001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3098005.750000 Penalty: 3293.047607
	Iteration 82Q: 3 clusters Score -3098006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3098001.750000 Penalty: 3293.047607
	Iteration 83Q: 3 clusters Score -3098002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3098002.750000 Penalty: 3293.047607
	Iteration 84Q: 3 clusters Score -3098003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3097999.000000 Penalty: 3293.047607
	Iteration 85Q: 3 clusters Score -3097999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3098003.250000 Penalty: 3293.047607
	Iteration 86Q: 3 clusters Score -3098003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3098004.500000 Penalty: 3293.047607
	Iteration 87Q: 3 clusters Score -3098004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3098002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3098002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3097994.250000 Penalty: 3293.047607
	Iteration 90Q: 3 clusters Score -3097994 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3097995.000000 Penalty: 3293.047607
	Iteration 91Q: 3 clusters Score -3097995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3097993.500000 Penalty: 3293.047607
	Iteration 92Q: 3 clusters Score -3097994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3097995.250000 Penalty: 3293.047607
	Iteration 93Q: 3 clusters Score -3097995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3097995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3097997.750000 Penalty: 3293.047607
	Iteration 95Q: 3 clusters Score -3097998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3097999.500000 Penalty: 3293.047607
	Iteration 96Q: 3 clusters Score -3098000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3098003.250000 Penalty: 3293.047607
	Iteration 97Q: 3 clusters Score -3098003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3098002.500000 Penalty: 3293.047607
	Iteration 98Q: 3 clusters Score -3098002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3098003.000000 Penalty: 3293.047607
	Iteration 99Q: 3 clusters Score -3098003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3098003.500000 Penalty: 3293.047607
	Iteration 100F: 3 clusters Score -3098004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3098005.500000 Penalty: 3293.047607
	Iteration 101Q: 3 clusters Score -3098006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3098004.500000 Penalty: 3293.047607
	Iteration 102Q: 3 clusters Score -3098004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3098007.500000 Penalty: 3293.047607
	Iteration 103Q: 3 clusters Score -3098008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3098007.750000 Penalty: 3293.047607
	Iteration 104Q: 3 clusters Score -3098008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3098006.750000 Penalty: 3293.047607
	Iteration 105Q: 3 clusters Score -3098007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3098007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3098007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3098007.250000 Penalty: 3293.047607
	Iteration 108Q: 3 clusters Score -3098007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3098005.250000 Penalty: 3293.047607
	Iteration 109Q: 3 clusters Score -3098005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -3098004.500000 Penalty: 3293.047607
	Iteration 110Q: 3 clusters Score -3098004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -3098006.750000 Penalty: 3293.047607
	Iteration 111Q: 3 clusters Score -3098007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3098007.500000 Penalty: 3293.047607
	Iteration 112Q: 3 clusters Score -3098008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3098008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
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	Iteration 114F: 3 clusters Score -3098008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -170701.859375 Penalty: 1187.746948
	Iteration 0F: 2 clusters Score -170701.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -168930.640625 Penalty: 2375.493896
	Iteration 0F: 3 clusters Score -168930.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -169301.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -169422.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -169485.593750 Penalty: 2375.493896
	Iteration 3Q: 3 clusters Score -169485.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -169532.781250 Penalty: 2375.493896
	Iteration 4Q: 3 clusters Score -169532.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -169573.375000 Penalty: 2375.493896
	Iteration 5Q: 3 clusters Score -169573.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -169610.406250 Penalty: 2375.493896
	Iteration 6Q: 3 clusters Score -169610.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -169671.031250 Penalty: 2375.493896
	Iteration 7Q: 3 clusters Score -169671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -169702.718750 Penalty: 2375.493896
	Iteration 8Q: 3 clusters Score -169702.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -169727.687500 Penalty: 2375.493896
	Iteration 9Q: 3 clusters Score -169727.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -169746.781250 Penalty: 2375.493896
	Iteration 10Q: 3 clusters Score -169746.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -169762.406250 Penalty: 2375.493896
	Iteration 11Q: 3 clusters Score -169762.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -169769.390625 Penalty: 2375.493896
	Iteration 12Q: 3 clusters Score -169769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -169777.000000 Penalty: 2375.493896
	Iteration 13Q: 3 clusters Score -169777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -169782.421875 Penalty: 2375.493896
	Iteration 14Q: 3 clusters Score -169782.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -169789.468750 Penalty: 2375.493896
	Iteration 15Q: 3 clusters Score -169789.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -169793.984375 Penalty: 2375.493896
	Iteration 16Q: 3 clusters Score -169794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -169798.031250 Penalty: 2375.493896
	Iteration 17Q: 3 clusters Score -169798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -169803.921875 Penalty: 2375.493896
	Iteration 18Q: 3 clusters Score -169803.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -169808.437500 Penalty: 2375.493896
	Iteration 19Q: 3 clusters Score -169808.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -169813.687500 Penalty: 2375.493896
	Iteration 20F: 3 clusters Score -169813.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -169817.015625 Penalty: 2375.493896
	Iteration 21Q: 3 clusters Score -169817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -169821.171875 Penalty: 2375.493896
	Iteration 22Q: 3 clusters Score -169821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -169822.562500 Penalty: 2375.493896
	Iteration 23Q: 3 clusters Score -169822.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -169823.062500 Penalty: 2375.493896
	Iteration 24Q: 3 clusters Score -169823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -169823.625000 Penalty: 2375.493896
	Iteration 25Q: 3 clusters Score -169823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -169824.046875 Penalty: 2375.493896
	Iteration 26Q: 3 clusters Score -169824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -169824.062500 Penalty: 2375.493896
	Iteration 27Q: 3 clusters Score -169824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -169824.062500 Penalty: 2375.493896
	Iteration 28F: 3 clusters Score -169824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 8 contains 39915 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26596 members 
Mstep: Class 11 contains 32612 members 
Mstep: Class 12 contains 31363 members 
Mstep: Class 13 contains 8714 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30334 members 
Mstep: Class 22 contains 25146 members 
Mstep: Class 24 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441036.000000 Penalty: 27982.333984
Iteration 119Q: 15 clusters Score -2.644104e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39912 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 26596 members 
Mstep: Class 11 contains 32637 members 
Mstep: Class 12 contains 31323 members 
Mstep: Class 13 contains 8729 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30342 members 
Mstep: Class 22 contains 25146 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441082.000000 Penalty: 27982.333984
Iteration 120F: 15 clusters Score -2.644108e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 8 contains 39911 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26596 members 
Mstep: Class 11 contains 32653 members 
Mstep: Class 12 contains 31289 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30358 members 
Mstep: Class 22 contains 25141 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 15 clusters Score -2.644107e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39880 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26602 members 
Mstep: Class 11 contains 32662 members 
Mstep: Class 12 contains 31271 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30389 members 
Mstep: Class 22 contains 25137 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 15 clusters Score -2.644105e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 8 contains 39880 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 32672 members 
Mstep: Class 12 contains 31242 members 
Mstep: Class 13 contains 8765 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30417 members 
Mstep: Class 22 contains 25136 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 15 clusters Score -2.644104e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1657 members 
Mstep: Class 8 contains 39871 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26581 members 
Mstep: Class 11 contains 32687 members 
Mstep: Class 12 contains 31219 members 
Mstep: Class 13 contains 8786 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30428 members 
Mstep: Class 22 contains 25135 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 15 clusters Score -2.644104e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 8 contains 39868 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26592 members 
Mstep: Class 11 contains 32703 members 
Mstep: Class 12 contains 31200 members 
Mstep: Class 13 contains 8793 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30415 members 
Mstep: Class 22 contains 25137 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441078.000000 Penalty: 27982.333984
Iteration 125Q: 15 clusters Score -2.644108e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1657 members 
Mstep: Class 8 contains 39868 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 32713 members 
Mstep: Class 12 contains 31191 members 
Mstep: Class 13 contains 8808 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30386 members 
Mstep: Class 22 contains 25133 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 15 clusters Score -2.644106e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1657 members 
Mstep: Class 8 contains 39875 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26612 members 
Mstep: Class 11 contains 32717 members 
Mstep: Class 12 contains 31175 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30365 members 
Mstep: Class 22 contains 25128 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441046.000000 Penalty: 27982.333984
Iteration 127Q: 15 clusters Score -2.644105e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 8 contains 39878 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26607 members 
Mstep: Class 11 contains 32730 members 
Mstep: Class 12 contains 31166 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30346 members 
Mstep: Class 22 contains 25126 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441076.000000 Penalty: 27982.333984
Iteration 128Q: 15 clusters Score -2.644108e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1657 members 
Mstep: Class 8 contains 39877 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26604 members 
Mstep: Class 11 contains 32752 members 
Mstep: Class 12 contains 31164 members 
Mstep: Class 13 contains 8848 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30320 members 
Mstep: Class 22 contains 25126 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441114.000000 Penalty: 27982.333984
Iteration 129Q: 15 clusters Score -2.644111e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 8 contains 39866 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26602 members 
Mstep: Class 11 contains 32769 members 
Mstep: Class 12 contains 31166 members 
Mstep: Class 13 contains 8852 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30314 members 
Mstep: Class 22 contains 25124 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441118.000000 Penalty: 27982.333984
Iteration 130Q: 15 clusters Score -2.644112e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 8 contains 39860 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26589 members 
Mstep: Class 11 contains 32775 members 
Mstep: Class 12 contains 31168 members 
Mstep: Class 13 contains 8857 members 
Mstep: Class 15 contains 1882 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30322 members 
Mstep: Class 22 contains 25124 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441102.000000 Penalty: 27982.333984
Iteration 131Q: 15 clusters Score -2.64411e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 8 contains 39864 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 32792 members 
Mstep: Class 12 contains 31164 members 
Mstep: Class 13 contains 8861 members 
Mstep: Class 15 contains 1873 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30307 members 
Mstep: Class 22 contains 25124 members 
Mstep: Class 24 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441116.000000 Penalty: 27982.333984
Iteration 132Q: 15 clusters Score -2.644112e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 8 contains 39864 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26594 members 
Mstep: Class 11 contains 32819 members 
Mstep: Class 12 contains 31158 members 
Mstep: Class 13 contains 8855 members 
Mstep: Class 15 contains 1864 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30286 members 
Mstep: Class 22 contains 25126 members 
Mstep: Class 24 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441126.000000 Penalty: 27982.333984
Iteration 133Q: 15 clusters Score -2.644113e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39861 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26606 members 
Mstep: Class 11 contains 32838 members 
Mstep: Class 12 contains 31144 members 
Mstep: Class 13 contains 8860 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30273 members 
Mstep: Class 22 contains 25127 members 
Mstep: Class 24 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441148.000000 Penalty: 27982.333984
Iteration 134Q: 15 clusters Score -2.644115e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39853 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26614 members 
Mstep: Class 11 contains 32861 members 
Mstep: Class 12 contains 31146 members 
Mstep: Class 13 contains 8858 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30253 members 
Mstep: Class 22 contains 25124 members 
Mstep: Class 24 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441122.000000 Penalty: 27982.333984
Iteration 135Q: 15 clusters Score -2.644112e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39856 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26618 members 
Mstep: Class 11 contains 32878 members 
Mstep: Class 12 contains 31131 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 25126 members 
Mstep: Class 24 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441164.000000 Penalty: 27982.333984
Iteration 136Q: 15 clusters Score -2.644116e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39863 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26625 members 
Mstep: Class 11 contains 32880 members 
Mstep: Class 12 contains 31119 members 
Mstep: Class 13 contains 8867 members 
Mstep: Class 15 contains 1841 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30242 members 
Mstep: Class 22 contains 25127 members 
Mstep: Class 24 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441180.000000 Penalty: 27982.333984
Iteration 137Q: 15 clusters Score -2.644118e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39876 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26622 members 
Mstep: Class 11 contains 32881 members 
Mstep: Class 12 contains 31112 members 
Mstep: Class 13 contains 8866 members 
Mstep: Class 15 contains 1839 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30240 members 
Mstep: Class 22 contains 25127 members 
Mstep: Class 24 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441244.000000 Penalty: 27982.333984
Iteration 138Q: 15 clusters Score -2.644124e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39868 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26614 members 
Mstep: Class 11 contains 32883 members 
Mstep: Class 12 contains 31107 members 
Mstep: Class 13 contains 8871 members 
Mstep: Class 15 contains 1845 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30246 members 
Mstep: Class 22 contains 25125 members 
Mstep: Class 24 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441250.000000 Penalty: 27982.333984
Iteration 139Q: 15 clusters Score -2.644125e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39864 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26606 members 
Mstep: Class 11 contains 32888 members 
Mstep: Class 12 contains 31100 members 
Mstep: Class 13 contains 8873 members 
Mstep: Class 15 contains 1842 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30254 members 
Mstep: Class 22 contains 25126 members 
Mstep: Class 24 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441242.000000 Penalty: 27982.333984
Iteration 140F: 15 clusters Score -2.644124e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39863 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26605 members 
Mstep: Class 11 contains 32883 members 
Mstep: Class 12 contains 31093 members 
Mstep: Class 13 contains 8876 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30260 members 
Mstep: Class 22 contains 25128 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441238.000000 Penalty: 27982.333984
Iteration 141Q: 15 clusters Score -2.644124e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 8 contains 39865 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26596 members 
Mstep: Class 11 contains 32889 members 
Mstep: Class 12 contains 31088 members 
Mstep: Class 13 contains 8876 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30264 members 
Mstep: Class 22 contains 25127 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441242.000000 Penalty: 27982.333984
Iteration 142Q: 15 clusters Score -2.644124e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1657 members 
Mstep: Class 8 contains 39859 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26595 members 
Mstep: Class 11 contains 32890 members 
Mstep: Class 12 contains 31087 members 
Mstep: Class 13 contains 8876 members 
Mstep: Class 15 contains 1845 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30267 members 
Mstep: Class 22 contains 25127 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441302.000000 Penalty: 27982.333984
Iteration 143Q: 15 clusters Score -2.64413e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 8 contains 39859 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26591 members 
Mstep: Class 11 contains 32889 members 
Mstep: Class 12 contains 31082 members 
Mstep: Class 13 contains 8874 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30272 members 
Mstep: Class 22 contains 25127 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441288.000000 Penalty: 27982.333984
Iteration 144Q: 15 clusters Score -2.644129e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 8 contains 39855 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 32893 members 
Mstep: Class 12 contains 31081 members 
Mstep: Class 13 contains 8874 members 
Mstep: Class 15 contains 1848 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30275 members 
Mstep: Class 22 contains 25129 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441312.000000 Penalty: 27982.333984
Iteration 145Q: 15 clusters Score -2.644131e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 8 contains 39848 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26587 members 
Mstep: Class 11 contains 32900 members 
Mstep: Class 12 contains 31077 members 
Mstep: Class 13 contains 8873 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30279 members 
Mstep: Class 22 contains 25129 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441318.000000 Penalty: 27982.333984
Iteration 146Q: 15 clusters Score -2.644132e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 8 contains 39838 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26585 members 
Mstep: Class 11 contains 32905 members 
Mstep: Class 12 contains 31079 members 
Mstep: Class 13 contains 8871 members 
Mstep: Class 15 contains 1841 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30290 members 
Mstep: Class 22 contains 25130 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441328.000000 Penalty: 27982.333984
Iteration 147Q: 15 clusters Score -2.644133e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 8 contains 39832 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 32905 members 
Mstep: Class 12 contains 31072 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 15 contains 1845 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30302 members 
Mstep: Class 22 contains 25132 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441300.000000 Penalty: 27982.333984
Iteration 148Q: 15 clusters Score -2.64413e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1657 members 
Mstep: Class 8 contains 39825 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26583 members 
Mstep: Class 11 contains 32905 members 
Mstep: Class 12 contains 31061 members 
Mstep: Class 13 contains 8870 members 
Mstep: Class 15 contains 1843 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30312 members 
Mstep: Class 22 contains 25136 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441320.000000 Penalty: 27982.333984
Iteration 149Q: 15 clusters Score -2.644132e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39822 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 32907 members 
Mstep: Class 12 contains 31057 members 
Mstep: Class 13 contains 8873 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30307 members 
Mstep: Class 22 contains 25138 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441350.000000 Penalty: 27982.333984
Iteration 150Q: 15 clusters Score -2.644135e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 8 contains 39818 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26589 members 
Mstep: Class 11 contains 32912 members 
Mstep: Class 12 contains 31066 members 
Mstep: Class 13 contains 8872 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30298 members 
Mstep: Class 22 contains 25138 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441324.000000 Penalty: 27982.333984
Iteration 151Q: 15 clusters Score -2.644132e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39819 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 32917 members 
Mstep: Class 12 contains 31063 members 
Mstep: Class 13 contains 8872 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30297 members 
Mstep: Class 22 contains 25139 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441318.000000 Penalty: 27982.333984
Iteration 152Q: 15 clusters Score -2.644132e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39814 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26583 members 
Mstep: Class 11 contains 32920 members 
Mstep: Class 12 contains 31070 members 
Mstep: Class 13 contains 8870 members 
Mstep: Class 15 contains 1841 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30295 members 
Mstep: Class 22 contains 25140 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441318.000000 Penalty: 27982.333984
Iteration 153Q: 15 clusters Score -2.644132e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39811 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 32920 members 
Mstep: Class 12 contains 31073 members 
Mstep: Class 13 contains 8873 members 
Mstep: Class 15 contains 1839 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30289 members 
Mstep: Class 22 contains 25140 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441342.000000 Penalty: 27982.333984
Iteration 154Q: 15 clusters Score -2.644134e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39813 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26585 members 
Mstep: Class 11 contains 32923 members 
Mstep: Class 12 contains 31073 members 
Mstep: Class 13 contains 8875 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30287 members 
Mstep: Class 22 contains 25140 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441354.000000 Penalty: 27982.333984
Iteration 155Q: 15 clusters Score -2.644135e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39816 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32921 members 
Mstep: Class 12 contains 31075 members 
Mstep: Class 13 contains 8876 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30291 members 
Mstep: Class 22 contains 25141 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441348.000000 Penalty: 27982.333984
Iteration 156Q: 15 clusters Score -2.644135e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39816 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26574 members 
Mstep: Class 11 contains 32919 members 
Mstep: Class 12 contains 31073 members 
Mstep: Class 13 contains 8876 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30301 members 
Mstep: Class 22 contains 25142 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441356.000000 Penalty: 27982.333984
Iteration 157Q: 15 clusters Score -2.644136e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39812 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26567 members 
Mstep: Class 11 contains 32918 members 
Mstep: Class 12 contains 31075 members 
Mstep: Class 13 contains 8879 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30311 members 
Mstep: Class 22 contains 25141 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441346.000000 Penalty: 27982.333984
Iteration 158Q: 15 clusters Score -2.644135e+07 nChanged 31
Entering ConstructFrom: 
Score: -26441346.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (19119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Entering Unmasked Estep 
Score: -2274053.750000 Penalty: 1601.996094
	Iteration 0F: 2 clusters Score -2274054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2260953.000000 Penalty: 3203.992188
	Iteration 0F: 3 clusters Score -2260953 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2265666.000000 Penalty: 3203.992188
	Iteration 1F: 3 clusters Score -2265666 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2266059.500000 Penalty: 3203.992188
	Iteration 2Q: 3 clusters Score -2266060 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2266577.500000 Penalty: 3203.992188
	Iteration 3F: 3 clusters Score -2266578 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2267225.000000 Penalty: 3203.992188
	Iteration 4F: 3 clusters Score -2267225 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2268057.500000 Penalty: 3203.992188
	Iteration 5F: 3 clusters Score -2268058 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2269068.000000 Penalty: 3203.992188
	Iteration 6F: 3 clusters Score -2269068 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2269991.000000 Penalty: 3203.992188
	Iteration 7F: 3 clusters Score -2269991 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2270654.750000 Penalty: 3203.992188
	Iteration 8F: 3 clusters Score -2270655 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2271134.000000 Penalty: 3203.992188
	Iteration 9Q: 3 clusters Score -2271134 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2271490.250000 Penalty: 3203.992188
	Iteration 10Q: 3 clusters Score -2271490 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2271779.000000 Penalty: 3203.992188
	Iteration 11Q: 3 clusters Score -2271779 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2272023.000000 Penalty: 3203.992188
	Iteration 12Q: 3 clusters Score -2272023 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2272230.250000 Penalty: 3203.992188
	Iteration 13Q: 3 clusters Score -2272230 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2272441.750000 Penalty: 3203.992188
	Iteration 14Q: 3 clusters Score -2272442 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2272599.000000 Penalty: 3203.992188
	Iteration 15Q: 3 clusters Score -2272599 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2272725.500000 Penalty: 3203.992188
	Iteration 16Q: 3 clusters Score -2272726 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2272791.500000 Penalty: 3203.992188
	Iteration 17Q: 3 clusters Score -2272792 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2272840.500000 Penalty: 3203.992188
	Iteration 18Q: 3 clusters Score -2272840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2272886.000000 Penalty: 3203.992188
	Iteration 19Q: 3 clusters Score -2272886 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2272908.500000 Penalty: 3203.992188
	Iteration 20F: 3 clusters Score -2272908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2272944.500000 Penalty: 3203.992188
	Iteration 21Q: 3 clusters Score -2272944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2272982.750000 Penalty: 3203.992188
	Iteration 22Q: 3 clusters Score -2272983 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2273015.000000 Penalty: 3203.992188
	Iteration 23Q: 3 clusters Score -2273015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2273041.750000 Penalty: 3203.992188
	Iteration 24Q: 3 clusters Score -2273042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2273064.750000 Penalty: 3203.992188
	Iteration 25Q: 3 clusters Score -2273065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2273086.500000 Penalty: 3203.992188
	Iteration 26Q: 3 clusters Score -2273086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2273105.750000 Penalty: 3203.992188
	Iteration 27Q: 3 clusters Score -2273106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2273109.250000 Penalty: 3203.992188
	Iteration 28Q: 3 clusters Score -2273109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2273112.250000 Penalty: 3203.992188
	Iteration 29Q: 3 clusters Score -2273112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2273118.750000 Penalty: 3203.992188
	Iteration 30Q: 3 clusters Score -2273119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2273126.000000 Penalty: 3203.992188
	Iteration 31Q: 3 clusters Score -2273126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2273138.750000 Penalty: 3203.992188
	Iteration 32Q: 3 clusters Score -2273139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2273145.000000 Penalty: 3203.992188
	Iteration 33Q: 3 clusters Score -2273145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2273148.000000 Penalty: 3203.992188
	Iteration 34Q: 3 clusters Score -2273148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2273150.750000 Penalty: 3203.992188
	Iteration 35Q: 3 clusters Score -2273151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2273156.250000 Penalty: 3203.992188
	Iteration 36Q: 3 clusters Score -2273156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2273158.250000 Penalty: 3203.992188
	Iteration 37Q: 3 clusters Score -2273158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2273165.500000 Penalty: 3203.992188
	Iteration 38Q: 3 clusters Score -2273166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2273165.000000 Penalty: 3203.992188
	Iteration 39Q: 3 clusters Score -2273165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2273164.500000 Penalty: 3203.992188
	Iteration 40F: 3 clusters Score -2273164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2273166.750000 Penalty: 3203.992188
	Iteration 41Q: 3 clusters Score -2273167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2273167.250000 Penalty: 3203.992188
	Iteration 42Q: 3 clusters Score -2273167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2273169.500000 Penalty: 3203.992188
	Iteration 43Q: 3 clusters Score -2273170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2273168.500000 Penalty: 3203.992188
	Iteration 44Q: 3 clusters Score -2273168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2273170.500000 Penalty: 3203.992188
	Iteration 45Q: 3 clusters Score -2273170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2273170.750000 Penalty: 3203.992188
	Iteration 46Q: 3 clusters Score -2273171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2273169.750000 Penalty: 3203.992188
	Iteration 47Q: 3 clusters Score -2273170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2273169.750000 Penalty: 3203.992188
	Iteration 48F: 3 clusters Score -2273170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53331.648438 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53331.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52395.125000 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52395.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52494.988281 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52494.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52510.003906 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52519.382812 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52519.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52523.261719 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52523.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52525.148438 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52525.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52525.148438 Penalty: 1881.737183
	Iteration 6F: 3 clusters Score -52525.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -191298.515625 Penalty: 1204.279663
	Iteration 0F: 2 clusters Score -191298.5 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 825 members 
Entering Unmasked Estep 
Score: -189414.234375 Penalty: 2408.559326
	Iteration 0F: 3 clusters Score -189414.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -189755.437500 Penalty: 2408.559326
	Iteration 1F: 3 clusters Score -189755.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -189863.109375 Penalty: 2408.559326
	Iteration 2F: 3 clusters Score -189863.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -189964.656250 Penalty: 2408.559326
	Iteration 3F: 3 clusters Score -189964.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -190033.453125 Penalty: 2408.559326
	Iteration 4Q: 3 clusters Score -190033.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -190078.359375 Penalty: 2408.559326
	Iteration 5Q: 3 clusters Score -190078.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -190112.046875 Penalty: 2408.559326
	Iteration 6Q: 3 clusters Score -190112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -190151.234375 Penalty: 2408.559326
	Iteration 7Q: 3 clusters Score -190151.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -190186.812500 Penalty: 2408.559326
	Iteration 8Q: 3 clusters Score -190186.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -190238.890625 Penalty: 2408.559326
	Iteration 9Q: 3 clusters Score -190238.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -190289.609375 Penalty: 2408.559326
	Iteration 10Q: 3 clusters Score -190289.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -190321.062500 Penalty: 2408.559326
	Iteration 11Q: 3 clusters Score -190321.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -190350.421875 Penalty: 2408.559326
	Iteration 12Q: 3 clusters Score -190350.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -190368.671875 Penalty: 2408.559326
	Iteration 13Q: 3 clusters Score -190368.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -190386.937500 Penalty: 2408.559326
	Iteration 14Q: 3 clusters Score -190386.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -190400.312500 Penalty: 2408.559326
	Iteration 15Q: 3 clusters Score -190400.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -190413.703125 Penalty: 2408.559326
	Iteration 16Q: 3 clusters Score -190413.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -190428.500000 Penalty: 2408.559326
	Iteration 17Q: 3 clusters Score -190428.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -190432.031250 Penalty: 2408.559326
	Iteration 18Q: 3 clusters Score -190432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -190438.750000 Penalty: 2408.559326
	Iteration 19Q: 3 clusters Score -190438.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -190444.312500 Penalty: 2408.559326
	Iteration 20F: 3 clusters Score -190444.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -190450.218750 Penalty: 2408.559326
	Iteration 21Q: 3 clusters Score -190450.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -190467.250000 Penalty: 2408.559326
	Iteration 22Q: 3 clusters Score -190467.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -190482.125000 Penalty: 2408.559326
	Iteration 23Q: 3 clusters Score -190482.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -190495.046875 Penalty: 2408.559326
	Iteration 24Q: 3 clusters Score -190495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -190510.531250 Penalty: 2408.559326
	Iteration 25Q: 3 clusters Score -190510.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -190531.171875 Penalty: 2408.559326
	Iteration 26Q: 3 clusters Score -190531.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -190566.687500 Penalty: 2408.559326
	Iteration 27Q: 3 clusters Score -190566.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -190588.140625 Penalty: 2408.559326
	Iteration 28Q: 3 clusters Score -190588.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -190599.140625 Penalty: 2408.559326
	Iteration 29Q: 3 clusters Score -190599.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -190614.859375 Penalty: 2408.559326
	Iteration 30Q: 3 clusters Score -190614.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -190629.953125 Penalty: 2408.559326
	Iteration 31Q: 3 clusters Score -190630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -190642.093750 Penalty: 2408.559326
	Iteration 32Q: 3 clusters Score -190642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -190646.781250 Penalty: 2408.559326
	Iteration 33Q: 3 clusters Score -190646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -190650.703125 Penalty: 2408.559326
	Iteration 34Q: 3 clusters Score -190650.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -190653.984375 Penalty: 2408.559326
	Iteration 35Q: 3 clusters Score -190654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -190653.984375 Penalty: 2408.559326
	Iteration 36F: 3 clusters Score -190654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Entering Unmasked Estep 
Score: -4958404.000000 Penalty: 1721.179443
	Iteration 0F: 2 clusters Score -4958404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4938066.500000 Penalty: 3442.358887
	Iteration 0F: 3 clusters Score -4938066 nChanged 18588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -4948387.000000 Penalty: 3442.358887
	Iteration 1F: 3 clusters Score -4948387 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -4948690.000000 Penalty: 3442.358887
	Iteration 2Q: 3 clusters Score -4948690 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4949024.000000 Penalty: 3442.358887
	Iteration 3Q: 3 clusters Score -4949024 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -4949298.000000 Penalty: 3442.358887
	Iteration 4Q: 3 clusters Score -4949298 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4949625.500000 Penalty: 3442.358887
	Iteration 5Q: 3 clusters Score -4949626 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -4949911.000000 Penalty: 3442.358887
	Iteration 6Q: 3 clusters Score -4949911 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4950210.500000 Penalty: 3442.358887
	Iteration 7Q: 3 clusters Score -4950210 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -4950576.000000 Penalty: 3442.358887
	Iteration 8Q: 3 clusters Score -4950576 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4951165.500000 Penalty: 3442.358887
	Iteration 9Q: 3 clusters Score -4951166 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -4952303.500000 Penalty: 3442.358887
	Iteration 10F: 3 clusters Score -4952304 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -4953582.000000 Penalty: 3442.358887
	Iteration 11F: 3 clusters Score -4953582 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -4954634.000000 Penalty: 3442.358887
	Iteration 12F: 3 clusters Score -4954634 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -4955289.500000 Penalty: 3442.358887
	Iteration 13Q: 3 clusters Score -4955290 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -4955457.500000 Penalty: 3442.358887
	Iteration 14Q: 3 clusters Score -4955458 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4955560.500000 Penalty: 3442.358887
	Iteration 15Q: 3 clusters Score -4955560 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -4955595.000000 Penalty: 3442.358887
	Iteration 16Q: 3 clusters Score -4955595 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -4955648.500000 Penalty: 3442.358887
	Iteration 17Q: 3 clusters Score -4955648 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -4955693.000000 Penalty: 3442.358887
	Iteration 18Q: 3 clusters Score -4955693 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4955708.000000 Penalty: 3442.358887
	Iteration 19Q: 3 clusters Score -4955708 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -4955716.000000 Penalty: 3442.358887
	Iteration 20F: 3 clusters Score -4955716 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4955746.500000 Penalty: 3442.358887
	Iteration 21Q: 3 clusters Score -4955746 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -4955788.500000 Penalty: 3442.358887
	Iteration 22Q: 3 clusters Score -4955788 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -4955809.500000 Penalty: 3442.358887
	Iteration 23Q: 3 clusters Score -4955810 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -4955842.000000 Penalty: 3442.358887
	Iteration 24Q: 3 clusters Score -4955842 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4955879.500000 Penalty: 3442.358887
	Iteration 25Q: 3 clusters Score -4955880 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4955896.500000 Penalty: 3442.358887
	Iteration 26Q: 3 clusters Score -4955896 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -4955929.000000 Penalty: 3442.358887
	Iteration 27Q: 3 clusters Score -4955929 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -4955929.000000 Penalty: 3442.358887
	Iteration 28Q: 3 clusters Score -4955929 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -4955941.000000 Penalty: 3442.358887
	Iteration 29Q: 3 clusters Score -4955941 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -4955962.000000 Penalty: 3442.358887
	Iteration 30Q: 3 clusters Score -4955962 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -4955993.000000 Penalty: 3442.358887
	Iteration 31Q: 3 clusters Score -4955993 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4956006.500000 Penalty: 3442.358887
	Iteration 32Q: 3 clusters Score -4956006 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4956041.500000 Penalty: 3442.358887
	Iteration 33Q: 3 clusters Score -4956042 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4956044.500000 Penalty: 3442.358887
	Iteration 34Q: 3 clusters Score -4956044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4956037.000000 Penalty: 3442.358887
	Iteration 35Q: 3 clusters Score -4956037 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -4956063.000000 Penalty: 3442.358887
	Iteration 36Q: 3 clusters Score -4956063 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -4956068.000000 Penalty: 3442.358887
	Iteration 37Q: 3 clusters Score -4956068 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4956076.500000 Penalty: 3442.358887
	Iteration 38Q: 3 clusters Score -4956076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -4956072.500000 Penalty: 3442.358887
	Iteration 39Q: 3 clusters Score -4956072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -4956064.500000 Penalty: 3442.358887
	Iteration 40F: 3 clusters Score -4956064 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -4956077.000000 Penalty: 3442.358887
	Iteration 41Q: 3 clusters Score -4956077 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -4956065.000000 Penalty: 3442.358887
	Iteration 42Q: 3 clusters Score -4956065 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -4956063.000000 Penalty: 3442.358887
	Iteration 43Q: 3 clusters Score -4956063 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -4956079.000000 Penalty: 3442.358887
	Iteration 44Q: 3 clusters Score -4956079 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -4956090.500000 Penalty: 3442.358887
	Iteration 45Q: 3 clusters Score -4956090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -4956101.000000 Penalty: 3442.358887
	Iteration 46Q: 3 clusters Score -4956101 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -4956120.500000 Penalty: 3442.358887
	Iteration 47Q: 3 clusters Score -4956120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4956133.000000 Penalty: 3442.358887
	Iteration 48Q: 3 clusters Score -4956133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4956136.000000 Penalty: 3442.358887
	Iteration 49Q: 3 clusters Score -4956136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -4956138.500000 Penalty: 3442.358887
	Iteration 50Q: 3 clusters Score -4956138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -4956122.500000 Penalty: 3442.358887
	Iteration 51Q: 3 clusters Score -4956122 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -4956144.000000 Penalty: 3442.358887
	Iteration 52Q: 3 clusters Score -4956144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -4956142.000000 Penalty: 3442.358887
	Iteration 53Q: 3 clusters Score -4956142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4956148.500000 Penalty: 3442.358887
	Iteration 54Q: 3 clusters Score -4956148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -4956148.500000 Penalty: 3442.358887
	Iteration 55Q: 3 clusters Score -4956148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4956164.500000 Penalty: 3442.358887
	Iteration 56Q: 3 clusters Score -4956164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4956166.500000 Penalty: 3442.358887
	Iteration 57Q: 3 clusters Score -4956166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4956166.500000 Penalty: 3442.358887
	Iteration 58Q: 3 clusters Score -4956166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -4956167.500000 Penalty: 3442.358887
	Iteration 59Q: 3 clusters Score -4956168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -4956170.500000 Penalty: 3442.358887
	Iteration 60F: 3 clusters Score -4956170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -4956178.000000 Penalty: 3442.358887
	Iteration 61Q: 3 clusters Score -4956178 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4956185 nChanged 50
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Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4956190 nChanged 44
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Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4956184 nChanged 61
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Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4956188 nChanged 51
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Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4956179 nChanged 41
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4956182 nChanged 35
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Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4956180 nChanged 30
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Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4956199 nChanged 32
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Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4956205 nChanged 39
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4956209 nChanged 38
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4956216 nChanged 46
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4956220 nChanged 49
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4956234 nChanged 40
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4956236 nChanged 43
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4956236 nChanged 41
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Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4956236 nChanged 57
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4956243 nChanged 56
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	Iteration 79Q: 3 clusters Score -4956252 nChanged 52
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4956260 nChanged 64
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	Iteration 81Q: 3 clusters Score -4956257 nChanged 57
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4956272 nChanged 51
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4956272 nChanged 41
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4956282 nChanged 40
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	Iteration 85Q: 3 clusters Score -4956284 nChanged 36
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4956278 nChanged 37
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4956278 nChanged 31
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4956284 nChanged 31
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4956281 nChanged 31
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4956288 nChanged 26
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4956308 nChanged 18
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	Iteration 95Q: 3 clusters Score -4956311 nChanged 23
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4956313 nChanged 20
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4956310 nChanged 19
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4956316 nChanged 15
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	Iteration 100F: 3 clusters Score -4956323 nChanged 12
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	Iteration 101Q: 3 clusters Score -4956324 nChanged 12
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	Iteration 102Q: 3 clusters Score -4956318 nChanged 13
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4956317 nChanged 13
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4956316 nChanged 14
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	Iteration 105Q: 3 clusters Score -4956319 nChanged 19
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	Iteration 106Q: 3 clusters Score -4956320 nChanged 17
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	Iteration 107Q: 3 clusters Score -4956316 nChanged 13
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	Iteration 108Q: 3 clusters Score -4956318 nChanged 24
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	Iteration 109Q: 3 clusters Score -4956314 nChanged 19
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	Iteration 110Q: 3 clusters Score -4956316 nChanged 25
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4956312 nChanged 21
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	Iteration 112Q: 3 clusters Score -4956317 nChanged 14
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	Iteration 113Q: 3 clusters Score -4956316 nChanged 21
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	Iteration 114Q: 3 clusters Score -4956317 nChanged 28
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	Iteration 115Q: 3 clusters Score -4956310 nChanged 25
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	Iteration 116Q: 3 clusters Score -4956316 nChanged 33
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	Iteration 117Q: 3 clusters Score -4956330 nChanged 41
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	Iteration 118Q: 3 clusters Score -4956334 nChanged 41
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	Iteration 119Q: 3 clusters Score -4956344 nChanged 35
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	Iteration 120F: 3 clusters Score -4956338 nChanged 45
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4956345 nChanged 36
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	Iteration 122Q: 3 clusters Score -4956350 nChanged 30
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	Iteration 123Q: 3 clusters Score -4956344 nChanged 36
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	Iteration 124Q: 3 clusters Score -4956338 nChanged 35
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	Iteration 125Q: 3 clusters Score -4956340 nChanged 41
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	Iteration 126Q: 3 clusters Score -4956342 nChanged 28
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	Iteration 127Q: 3 clusters Score -4956346 nChanged 27
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	Iteration 128Q: 3 clusters Score -4956347 nChanged 23
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	Iteration 129Q: 3 clusters Score -4956348 nChanged 18
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	Iteration 130Q: 3 clusters Score -4956345 nChanged 16
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	Iteration 131Q: 3 clusters Score -4956342 nChanged 22
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	Iteration 132Q: 3 clusters Score -4956348 nChanged 21
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	Iteration 133Q: 3 clusters Score -4956355 nChanged 21
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	Iteration 134Q: 3 clusters Score -4956350 nChanged 22
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	Iteration 135Q: 3 clusters Score -4956351 nChanged 16
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	Iteration 136Q: 3 clusters Score -4956347 nChanged 18
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	Iteration 137Q: 3 clusters Score -4956346 nChanged 16
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	Iteration 138Q: 3 clusters Score -4956342 nChanged 20
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	Iteration 139Q: 3 clusters Score -4956336 nChanged 15
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	Iteration 140F: 3 clusters Score -4956336 nChanged 18
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	Iteration 141Q: 3 clusters Score -4956341 nChanged 19
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	Iteration 142Q: 3 clusters Score -4956340 nChanged 17
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	Iteration 143Q: 3 clusters Score -4956342 nChanged 14
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	Iteration 144Q: 3 clusters Score -4956340 nChanged 12
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	Iteration 145Q: 3 clusters Score -4956345 nChanged 14
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	Iteration 146Q: 3 clusters Score -4956340 nChanged 17
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	Iteration 147Q: 3 clusters Score -4956340 nChanged 13
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	Iteration 148Q: 3 clusters Score -4956340 nChanged 12
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	Iteration 149Q: 3 clusters Score -4956343 nChanged 15
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	Iteration 150Q: 3 clusters Score -4956344 nChanged 15
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	Iteration 151Q: 3 clusters Score -4956346 nChanged 17
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	Iteration 152Q: 3 clusters Score -4956347 nChanged 22
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	Iteration 153Q: 3 clusters Score -4956352 nChanged 22
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Score: -4956358.500000 Penalty: 3442.358887
	Iteration 154Q: 3 clusters Score -4956358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4956367.500000 Penalty: 3442.358887
	Iteration 155Q: 3 clusters Score -4956368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -4956364.000000 Penalty: 3442.358887
	Iteration 156Q: 3 clusters Score -4956364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4956360.500000 Penalty: 3442.358887
	Iteration 157Q: 3 clusters Score -4956360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4956361.000000 Penalty: 3442.358887
	Iteration 158Q: 3 clusters Score -4956361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -4956359.000000 Penalty: 3442.358887
	Iteration 159Q: 3 clusters Score -4956359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4956364.500000 Penalty: 3442.358887
	Iteration 160F: 3 clusters Score -4956364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4956373.500000 Penalty: 3442.358887
	Iteration 161Q: 3 clusters Score -4956374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -4956367.500000 Penalty: 3442.358887
	Iteration 162Q: 3 clusters Score -4956368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4956367.500000 Penalty: 3442.358887
	Iteration 163Q: 3 clusters Score -4956368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -4956364.500000 Penalty: 3442.358887
	Iteration 164Q: 3 clusters Score -4956364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -4956373.000000 Penalty: 3442.358887
	Iteration 165Q: 3 clusters Score -4956373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -4956362.500000 Penalty: 3442.358887
	Iteration 166Q: 3 clusters Score -4956362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -4956363.000000 Penalty: 3442.358887
	Iteration 167Q: 3 clusters Score -4956363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4956359.500000 Penalty: 3442.358887
	Iteration 168Q: 3 clusters Score -4956360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4956358.500000 Penalty: 3442.358887
	Iteration 169Q: 3 clusters Score -4956358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -4956351.000000 Penalty: 3442.358887
	Iteration 170Q: 3 clusters Score -4956351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -4956359.000000 Penalty: 3442.358887
	Iteration 171Q: 3 clusters Score -4956359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4956360.500000 Penalty: 3442.358887
	Iteration 172Q: 3 clusters Score -4956360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4956354.000000 Penalty: 3442.358887
	Iteration 173Q: 3 clusters Score -4956354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -4956350.000000 Penalty: 3442.358887
	Iteration 174Q: 3 clusters Score -4956350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4956352.500000 Penalty: 3442.358887
	Iteration 175Q: 3 clusters Score -4956352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4956359.000000 Penalty: 3442.358887
	Iteration 176Q: 3 clusters Score -4956359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -4956364.000000 Penalty: 3442.358887
	Iteration 177Q: 3 clusters Score -4956364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -4956362.000000 Penalty: 3442.358887
	Iteration 178Q: 3 clusters Score -4956362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -4956369.000000 Penalty: 3442.358887
	Iteration 179Q: 3 clusters Score -4956369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -4956369.000000 Penalty: 3442.358887
	Iteration 180F: 3 clusters Score -4956369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4956379.000000 Penalty: 3442.358887
	Iteration 181Q: 3 clusters Score -4956379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4956377.500000 Penalty: 3442.358887
	Iteration 182Q: 3 clusters Score -4956378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4956371.000000 Penalty: 3442.358887
	Iteration 183Q: 3 clusters Score -4956371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4956370.500000 Penalty: 3442.358887
	Iteration 184Q: 3 clusters Score -4956370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4956372.000000 Penalty: 3442.358887
	Iteration 185Q: 3 clusters Score -4956372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4956374.000000 Penalty: 3442.358887
	Iteration 186Q: 3 clusters Score -4956374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4956376.000000 Penalty: 3442.358887
	Iteration 187Q: 3 clusters Score -4956376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4956374.000000 Penalty: 3442.358887
	Iteration 188Q: 3 clusters Score -4956374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4956378.500000 Penalty: 3442.358887
	Iteration 189Q: 3 clusters Score -4956378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -4956389.000000 Penalty: 3442.358887
	Iteration 190Q: 3 clusters Score -4956389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4956392.000000 Penalty: 3442.358887
	Iteration 191Q: 3 clusters Score -4956392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4956395.500000 Penalty: 3442.358887
	Iteration 192Q: 3 clusters Score -4956396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -4956397.000000 Penalty: 3442.358887
	Iteration 193Q: 3 clusters Score -4956397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -4956388.500000 Penalty: 3442.358887
	Iteration 194Q: 3 clusters Score -4956388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4956384.500000 Penalty: 3442.358887
	Iteration 195Q: 3 clusters Score -4956384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4956381.000000 Penalty: 3442.358887
	Iteration 196Q: 3 clusters Score -4956381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4956384.000000 Penalty: 3442.358887
	Iteration 197Q: 3 clusters Score -4956384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4956379.000000 Penalty: 3442.358887
	Iteration 198Q: 3 clusters Score -4956379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4956372.500000 Penalty: 3442.358887
	Iteration 199Q: 3 clusters Score -4956372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4956369.000000 Penalty: 3442.358887
	Iteration 200F: 3 clusters Score -4956369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -4956377.500000 Penalty: 3442.358887
	Iteration 201Q: 3 clusters Score -4956378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4956372.500000 Penalty: 3442.358887
	Iteration 202Q: 3 clusters Score -4956372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4956383.500000 Penalty: 3442.358887
	Iteration 203Q: 3 clusters Score -4956384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4956388.000000 Penalty: 3442.358887
	Iteration 204Q: 3 clusters Score -4956388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -4956389.000000 Penalty: 3442.358887
	Iteration 205Q: 3 clusters Score -4956389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4956382.500000 Penalty: 3442.358887
	Iteration 206Q: 3 clusters Score -4956382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4956391.000000 Penalty: 3442.358887
	Iteration 207Q: 3 clusters Score -4956391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -4956394.000000 Penalty: 3442.358887
	Iteration 208Q: 3 clusters Score -4956394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -4956391.500000 Penalty: 3442.358887
	Iteration 209Q: 3 clusters Score -4956392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4956393.500000 Penalty: 3442.358887
	Iteration 210Q: 3 clusters Score -4956394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -4956388.000000 Penalty: 3442.358887
	Iteration 211Q: 3 clusters Score -4956388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -4956379.500000 Penalty: 3442.358887
	Iteration 212Q: 3 clusters Score -4956380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -4956388.500000 Penalty: 3442.358887
	Iteration 213Q: 3 clusters Score -4956388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -4956388.000000 Penalty: 3442.358887
	Iteration 214Q: 3 clusters Score -4956388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4956387.500000 Penalty: 3442.358887
	Iteration 215Q: 3 clusters Score -4956388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4956387.500000 Penalty: 3442.358887
	Iteration 216Q: 3 clusters Score -4956388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4956387.000000 Penalty: 3442.358887
	Iteration 217Q: 3 clusters Score -4956387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -4956389.000000 Penalty: 3442.358887
	Iteration 218Q: 3 clusters Score -4956389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -4956389.500000 Penalty: 3442.358887
	Iteration 219Q: 3 clusters Score -4956390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4956390.000000 Penalty: 3442.358887
	Iteration 220F: 3 clusters Score -4956390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -4956388.000000 Penalty: 3442.358887
	Iteration 221Q: 3 clusters Score -4956388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4956385.500000 Penalty: 3442.358887
	Iteration 222Q: 3 clusters Score -4956386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -4956388.000000 Penalty: 3442.358887
	Iteration 223Q: 3 clusters Score -4956388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4956384.500000 Penalty: 3442.358887
	Iteration 224Q: 3 clusters Score -4956384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4956384.500000 Penalty: 3442.358887
	Iteration 225F: 3 clusters Score -4956384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -14723.268555 Penalty: 800.678711
	Iteration 0F: 2 clusters Score -14723.27 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: -14156.840820 Penalty: 1601.357422
	Iteration 0F: 3 clusters Score -14156.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14202.548828 Penalty: 1601.357422
	Iteration 1F: 3 clusters Score -14202.55 nChanged 1
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: -14214.602539 Penalty: 1601.357422
	Iteration 2Q: 3 clusters Score -14214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14217.511719 Penalty: 1601.357422
	Iteration 3Q: 3 clusters Score -14217.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14217.511719 Penalty: 1601.357422
	Iteration 4F: 3 clusters Score -14217.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Entering Unmasked Estep 
Score: -3256317.500000 Penalty: 1655.444458
	Iteration 0F: 2 clusters Score -3256318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3238935.250000 Penalty: 3310.888916
	Iteration 0F: 3 clusters Score -3238935 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3245636.000000 Penalty: 3310.888916
	Iteration 1F: 3 clusters Score -3245636 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3245917.000000 Penalty: 3310.888916
	Iteration 2Q: 3 clusters Score -3245917 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3246135.000000 Penalty: 3310.888916
	Iteration 3Q: 3 clusters Score -3246135 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3246374.000000 Penalty: 3310.888916
	Iteration 4Q: 3 clusters Score -3246374 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3246615.000000 Penalty: 3310.888916
	Iteration 5Q: 3 clusters Score -3246615 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3246959.750000 Penalty: 3310.888916
	Iteration 6Q: 3 clusters Score -3246960 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3247413.750000 Penalty: 3310.888916
	Iteration 7Q: 3 clusters Score -3247414 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -3248130.500000 Penalty: 3310.888916
	Iteration 8F: 3 clusters Score -3248130 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3249169.000000 Penalty: 3310.888916
	Iteration 9F: 3 clusters Score -3249169 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3250639.000000 Penalty: 3310.888916
	Iteration 10F: 3 clusters Score -3250639 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3252212.000000 Penalty: 3310.888916
	Iteration 11F: 3 clusters Score -3252212 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3253428.500000 Penalty: 3310.888916
	Iteration 12F: 3 clusters Score -3253428 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3254112.250000 Penalty: 3310.888916
	Iteration 13Q: 3 clusters Score -3254112 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3254460.250000 Penalty: 3310.888916
	Iteration 14Q: 3 clusters Score -3254460 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3254631.250000 Penalty: 3310.888916
	Iteration 15Q: 3 clusters Score -3254631 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3254730.250000 Penalty: 3310.888916
	Iteration 16Q: 3 clusters Score -3254730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3254791.000000 Penalty: 3310.888916
	Iteration 17Q: 3 clusters Score -3254791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3254829.750000 Penalty: 3310.888916
	Iteration 18Q: 3 clusters Score -3254830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -3254839.500000 Penalty: 3310.888916
	Iteration 19Q: 3 clusters Score -3254840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3254853.250000 Penalty: 3310.888916
	Iteration 20F: 3 clusters Score -3254853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3254859.750000 Penalty: 3310.888916
	Iteration 21Q: 3 clusters Score -3254860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3254862.250000 Penalty: 3310.888916
	Iteration 22Q: 3 clusters Score -3254862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3254870.250000 Penalty: 3310.888916
	Iteration 23Q: 3 clusters Score -3254870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3254877.000000 Penalty: 3310.888916
	Iteration 24Q: 3 clusters Score -3254877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3254880.000000 Penalty: 3310.888916
	Iteration 25Q: 3 clusters Score -3254880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3254883.250000 Penalty: 3310.888916
	Iteration 26Q: 3 clusters Score -3254883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3254890.000000 Penalty: 3310.888916
	Iteration 27Q: 3 clusters Score -3254890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3254897.000000 Penalty: 3310.888916
	Iteration 28Q: 3 clusters Score -3254897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3254900.250000 Penalty: 3310.888916
	Iteration 29Q: 3 clusters Score -3254900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3254902.000000 Penalty: 3310.888916
	Iteration 30Q: 3 clusters Score -3254902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3254900.750000 Penalty: 3310.888916
	Iteration 31Q: 3 clusters Score -3254901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3254904.000000 Penalty: 3310.888916
	Iteration 32Q: 3 clusters Score -3254904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3254904.750000 Penalty: 3310.888916
	Iteration 33Q: 3 clusters Score -3254905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3254907.500000 Penalty: 3310.888916
	Iteration 34Q: 3 clusters Score -3254908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3254907.500000 Penalty: 3310.888916
	Iteration 35F: 3 clusters Score -3254908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Entering Unmasked Estep 
Score: -4025562.250000 Penalty: 1690.288452
	Iteration 0F: 2 clusters Score -4025562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4004243.750000 Penalty: 3380.576904
	Iteration 0F: 3 clusters Score -4004244 nChanged 15256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4012698.250000 Penalty: 3380.576904
	Iteration 1F: 3 clusters Score -4012698 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4013039.250000 Penalty: 3380.576904
	Iteration 2Q: 3 clusters Score -4013039 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -4013422.750000 Penalty: 3380.576904
	Iteration 3Q: 3 clusters Score -4013423 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -4013913.000000 Penalty: 3380.576904
	Iteration 4Q: 3 clusters Score -4013913 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -4014534.500000 Penalty: 3380.576904
	Iteration 5Q: 3 clusters Score -4014534 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4015478.250000 Penalty: 3380.576904
	Iteration 6F: 3 clusters Score -4015478 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -4016810.750000 Penalty: 3380.576904
	Iteration 7F: 3 clusters Score -4016811 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -4018460.250000 Penalty: 3380.576904
	Iteration 8F: 3 clusters Score -4018460 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4020219.250000 Penalty: 3380.576904
	Iteration 9F: 3 clusters Score -4020219 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4021785.250000 Penalty: 3380.576904
	Iteration 10F: 3 clusters Score -4021785 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4022891.750000 Penalty: 3380.576904
	Iteration 11Q: 3 clusters Score -4022892 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4023483.750000 Penalty: 3380.576904
	Iteration 12Q: 3 clusters Score -4023484 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4023723.500000 Penalty: 3380.576904
	Iteration 13Q: 3 clusters Score -4023724 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4023880.000000 Penalty: 3380.576904
	Iteration 14Q: 3 clusters Score -4023880 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4023971.000000 Penalty: 3380.576904
	Iteration 15Q: 3 clusters Score -4023971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4024019.500000 Penalty: 3380.576904
	Iteration 16Q: 3 clusters Score -4024020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4024043.000000 Penalty: 3380.576904
	Iteration 17Q: 3 clusters Score -4024043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4024055.250000 Penalty: 3380.576904
	Iteration 18Q: 3 clusters Score -4024055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4024067.250000 Penalty: 3380.576904
	Iteration 19Q: 3 clusters Score -4024067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4024082.250000 Penalty: 3380.576904
	Iteration 20F: 3 clusters Score -4024082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4024097.000000 Penalty: 3380.576904
	Iteration 21Q: 3 clusters Score -4024097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4024104.250000 Penalty: 3380.576904
	Iteration 22Q: 3 clusters Score -4024104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4024111.250000 Penalty: 3380.576904
	Iteration 23Q: 3 clusters Score -4024111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4024110.750000 Penalty: 3380.576904
	Iteration 24Q: 3 clusters Score -4024111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4024112.250000 Penalty: 3380.576904
	Iteration 25Q: 3 clusters Score -4024112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4024111.500000 Penalty: 3380.576904
	Iteration 26Q: 3 clusters Score -4024112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4024111.500000 Penalty: 3380.576904
	Iteration 27F: 3 clusters Score -4024112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Entering Unmasked Estep 
Score: -3806585.000000 Penalty: 1680.941528
	Iteration 0F: 2 clusters Score -3806585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3787005.750000 Penalty: 3361.883057
	Iteration 0F: 3 clusters Score -3787006 nChanged 14461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3795237.250000 Penalty: 3361.883057
	Iteration 1F: 3 clusters Score -3795237 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3795708.250000 Penalty: 3361.883057
	Iteration 2Q: 3 clusters Score -3795708 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3796227.000000 Penalty: 3361.883057
	Iteration 3Q: 3 clusters Score -3796227 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3796828.500000 Penalty: 3361.883057
	Iteration 4Q: 3 clusters Score -3796828 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3797586.750000 Penalty: 3361.883057
	Iteration 5Q: 3 clusters Score -3797587 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3798551.500000 Penalty: 3361.883057
	Iteration 6F: 3 clusters Score -3798552 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3799637.000000 Penalty: 3361.883057
	Iteration 7F: 3 clusters Score -3799637 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3800719.250000 Penalty: 3361.883057
	Iteration 8F: 3 clusters Score -3800719 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3801746.250000 Penalty: 3361.883057
	Iteration 9F: 3 clusters Score -3801746 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3802609.750000 Penalty: 3361.883057
	Iteration 10Q: 3 clusters Score -3802610 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3803329.000000 Penalty: 3361.883057
	Iteration 11Q: 3 clusters Score -3803329 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3803884.250000 Penalty: 3361.883057
	Iteration 12Q: 3 clusters Score -3803884 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3804308.500000 Penalty: 3361.883057
	Iteration 13Q: 3 clusters Score -3804308 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -3804595.500000 Penalty: 3361.883057
	Iteration 14Q: 3 clusters Score -3804596 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3804752.500000 Penalty: 3361.883057
	Iteration 15Q: 3 clusters Score -3804752 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3804880.500000 Penalty: 3361.883057
	Iteration 16Q: 3 clusters Score -3804880 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3804974.500000 Penalty: 3361.883057
	Iteration 17Q: 3 clusters Score -3804974 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -3805034.000000 Penalty: 3361.883057
	Iteration 18Q: 3 clusters Score -3805034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -3805063.500000 Penalty: 3361.883057
	Iteration 19Q: 3 clusters Score -3805064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -3805097.000000 Penalty: 3361.883057
	Iteration 20F: 3 clusters Score -3805097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3805124.750000 Penalty: 3361.883057
	Iteration 21Q: 3 clusters Score -3805125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -3805131.250000 Penalty: 3361.883057
	Iteration 22Q: 3 clusters Score -3805131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -3805141.750000 Penalty: 3361.883057
	Iteration 23Q: 3 clusters Score -3805142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -3805167.500000 Penalty: 3361.883057
	Iteration 24Q: 3 clusters Score -3805168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -3805181.250000 Penalty: 3361.883057
	Iteration 25Q: 3 clusters Score -3805181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3805197.000000 Penalty: 3361.883057
	Iteration 26Q: 3 clusters Score -3805197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -3805213.500000 Penalty: 3361.883057
	Iteration 27Q: 3 clusters Score -3805214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -3805218.750000 Penalty: 3361.883057
	Iteration 28Q: 3 clusters Score -3805219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -3805215.000000 Penalty: 3361.883057
	Iteration 29Q: 3 clusters Score -3805215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3805221.000000 Penalty: 3361.883057
	Iteration 30Q: 3 clusters Score -3805221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -3805223.250000 Penalty: 3361.883057
	Iteration 31Q: 3 clusters Score -3805223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -3805223.750000 Penalty: 3361.883057
	Iteration 32Q: 3 clusters Score -3805224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -3805223.750000 Penalty: 3361.883057
	Iteration 33F: 3 clusters Score -3805224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Entering Unmasked Estep 
Score: -1076506.625000 Penalty: 1477.377930
	Iteration 0F: 2 clusters Score -1076507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1070058.375000 Penalty: 2954.755859
	Iteration 0F: 3 clusters Score -1070058 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1072183.125000 Penalty: 2954.755859
	Iteration 1F: 3 clusters Score -1072183 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1072465.125000 Penalty: 2954.755859
	Iteration 2F: 3 clusters Score -1072465 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1072684.750000 Penalty: 2954.755859
	Iteration 3F: 3 clusters Score -1072685 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1072868.125000 Penalty: 2954.755859
	Iteration 4Q: 3 clusters Score -1072868 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1073045.250000 Penalty: 2954.755859
	Iteration 5Q: 3 clusters Score -1073045 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1073231.000000 Penalty: 2954.755859
	Iteration 6Q: 3 clusters Score -1073231 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1073398.250000 Penalty: 2954.755859
	Iteration 7Q: 3 clusters Score -1073398 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1073549.375000 Penalty: 2954.755859
	Iteration 8Q: 3 clusters Score -1073549 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1073718.500000 Penalty: 2954.755859
	Iteration 9Q: 3 clusters Score -1073718 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1073902.625000 Penalty: 2954.755859
	Iteration 10Q: 3 clusters Score -1073903 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1074100.750000 Penalty: 2954.755859
	Iteration 11Q: 3 clusters Score -1074101 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1074250.000000 Penalty: 2954.755859
	Iteration 12Q: 3 clusters Score -1074250 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1074370.625000 Penalty: 2954.755859
	Iteration 13Q: 3 clusters Score -1074371 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1074467.250000 Penalty: 2954.755859
	Iteration 14Q: 3 clusters Score -1074467 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1074539.625000 Penalty: 2954.755859
	Iteration 15Q: 3 clusters Score -1074540 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1074589.750000 Penalty: 2954.755859
	Iteration 16Q: 3 clusters Score -1074590 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1074629.875000 Penalty: 2954.755859
	Iteration 17Q: 3 clusters Score -1074630 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1074665.375000 Penalty: 2954.755859
	Iteration 18Q: 3 clusters Score -1074665 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1074709.375000 Penalty: 2954.755859
	Iteration 19Q: 3 clusters Score -1074709 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1074767.000000 Penalty: 2954.755859
	Iteration 20F: 3 clusters Score -1074767 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1074824.500000 Penalty: 2954.755859
	Iteration 21Q: 3 clusters Score -1074824 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1074868.625000 Penalty: 2954.755859
	Iteration 22Q: 3 clusters Score -1074869 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1074906.625000 Penalty: 2954.755859
	Iteration 23Q: 3 clusters Score -1074907 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1074937.500000 Penalty: 2954.755859
	Iteration 24Q: 3 clusters Score -1074938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1074959.000000 Penalty: 2954.755859
	Iteration 25Q: 3 clusters Score -1074959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1074982.875000 Penalty: 2954.755859
	Iteration 26Q: 3 clusters Score -1074983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1075004.750000 Penalty: 2954.755859
	Iteration 27Q: 3 clusters Score -1075005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1075025.125000 Penalty: 2954.755859
	Iteration 28Q: 3 clusters Score -1075025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1075040.500000 Penalty: 2954.755859
	Iteration 29Q: 3 clusters Score -1075040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1075049.750000 Penalty: 2954.755859
	Iteration 30Q: 3 clusters Score -1075050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1075058.000000 Penalty: 2954.755859
	Iteration 31Q: 3 clusters Score -1075058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1075064.125000 Penalty: 2954.755859
	Iteration 32Q: 3 clusters Score -1075064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1075072.125000 Penalty: 2954.755859
	Iteration 33Q: 3 clusters Score -1075072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1075079.875000 Penalty: 2954.755859
	Iteration 34Q: 3 clusters Score -1075080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1075086.375000 Penalty: 2954.755859
	Iteration 35Q: 3 clusters Score -1075086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1075095.500000 Penalty: 2954.755859
	Iteration 36Q: 3 clusters Score -1075096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1075100.375000 Penalty: 2954.755859
	Iteration 37Q: 3 clusters Score -1075100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1075107.250000 Penalty: 2954.755859
	Iteration 38Q: 3 clusters Score -1075107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1075117.875000 Penalty: 2954.755859
	Iteration 39Q: 3 clusters Score -1075118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1075123.625000 Penalty: 2954.755859
	Iteration 40F: 3 clusters Score -1075124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1075131.125000 Penalty: 2954.755859
	Iteration 41Q: 3 clusters Score -1075131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1075134.375000 Penalty: 2954.755859
	Iteration 42Q: 3 clusters Score -1075134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1075137.875000 Penalty: 2954.755859
	Iteration 43Q: 3 clusters Score -1075138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1075142.500000 Penalty: 2954.755859
	Iteration 44Q: 3 clusters Score -1075142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1075152.750000 Penalty: 2954.755859
	Iteration 45Q: 3 clusters Score -1075153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1075159.750000 Penalty: 2954.755859
	Iteration 46Q: 3 clusters Score -1075160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1075164.625000 Penalty: 2954.755859
	Iteration 47Q: 3 clusters Score -1075165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1075173.375000 Penalty: 2954.755859
	Iteration 48Q: 3 clusters Score -1075173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1075178.375000 Penalty: 2954.755859
	Iteration 49Q: 3 clusters Score -1075178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1075191.375000 Penalty: 2954.755859
	Iteration 50Q: 3 clusters Score -1075191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1075201.125000 Penalty: 2954.755859
	Iteration 51Q: 3 clusters Score -1075201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1075212.125000 Penalty: 2954.755859
	Iteration 52Q: 3 clusters Score -1075212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1075221.375000 Penalty: 2954.755859
	Iteration 53Q: 3 clusters Score -1075221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1075231.125000 Penalty: 2954.755859
	Iteration 54Q: 3 clusters Score -1075231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1075239.000000 Penalty: 2954.755859
	Iteration 55Q: 3 clusters Score -1075239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1075246.500000 Penalty: 2954.755859
	Iteration 56Q: 3 clusters Score -1075246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1075249.750000 Penalty: 2954.755859
	Iteration 57Q: 3 clusters Score -1075250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1075254.625000 Penalty: 2954.755859
	Iteration 58Q: 3 clusters Score -1075255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1075259.500000 Penalty: 2954.755859
	Iteration 59Q: 3 clusters Score -1075260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1075266.500000 Penalty: 2954.755859
	Iteration 60F: 3 clusters Score -1075266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1075277.500000 Penalty: 2954.755859
	Iteration 61Q: 3 clusters Score -1075278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1075280.000000 Penalty: 2954.755859
	Iteration 62Q: 3 clusters Score -1075280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1075286.875000 Penalty: 2954.755859
	Iteration 63Q: 3 clusters Score -1075287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1075289.875000 Penalty: 2954.755859
	Iteration 64Q: 3 clusters Score -1075290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1075293.250000 Penalty: 2954.755859
	Iteration 65Q: 3 clusters Score -1075293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1075297.500000 Penalty: 2954.755859
	Iteration 66Q: 3 clusters Score -1075298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1075302.500000 Penalty: 2954.755859
	Iteration 67Q: 3 clusters Score -1075302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1075308.000000 Penalty: 2954.755859
	Iteration 68Q: 3 clusters Score -1075308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1075310.000000 Penalty: 2954.755859
	Iteration 69Q: 3 clusters Score -1075310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1075316.500000 Penalty: 2954.755859
	Iteration 70Q: 3 clusters Score -1075316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1075325.625000 Penalty: 2954.755859
	Iteration 71Q: 3 clusters Score -1075326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1075330.125000 Penalty: 2954.755859
	Iteration 72Q: 3 clusters Score -1075330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1075344.750000 Penalty: 2954.755859
	Iteration 73Q: 3 clusters Score -1075345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1075356.875000 Penalty: 2954.755859
	Iteration 74Q: 3 clusters Score -1075357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1075364.375000 Penalty: 2954.755859
	Iteration 75Q: 3 clusters Score -1075364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1075367.500000 Penalty: 2954.755859
	Iteration 76Q: 3 clusters Score -1075368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1075368.625000 Penalty: 2954.755859
	Iteration 77Q: 3 clusters Score -1075369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1075370.625000 Penalty: 2954.755859
	Iteration 78Q: 3 clusters Score -1075371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1075371.000000 Penalty: 2954.755859
	Iteration 79Q: 3 clusters Score -1075371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1075371.125000 Penalty: 2954.755859
	Iteration 80F: 3 clusters Score -1075371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1075372.125000 Penalty: 2954.755859
	Iteration 81Q: 3 clusters Score -1075372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1075373.750000 Penalty: 2954.755859
	Iteration 82Q: 3 clusters Score -1075374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1075373.750000 Penalty: 2954.755859
	Iteration 83Q: 3 clusters Score -1075374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1075374.500000 Penalty: 2954.755859
	Iteration 84Q: 3 clusters Score -1075374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1075374.500000 Penalty: 2954.755859
	Iteration 85F: 3 clusters Score -1075374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Entering Unmasked Estep 
Score: -222193.828125 Penalty: 1220.444946
	Iteration 0F: 2 clusters Score -222193.8 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 909 members 
Entering Unmasked Estep 
Score: -220184.203125 Penalty: 2440.889893
	Iteration 0F: 3 clusters Score -220184.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -220632.125000 Penalty: 2440.889893
	Iteration 1F: 3 clusters Score -220632.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -220733.046875 Penalty: 2440.889893
	Iteration 2F: 3 clusters Score -220733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -220785.171875 Penalty: 2440.889893
	Iteration 3Q: 3 clusters Score -220785.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -220828.062500 Penalty: 2440.889893
	Iteration 4Q: 3 clusters Score -220828.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -220856.484375 Penalty: 2440.889893
	Iteration 5Q: 3 clusters Score -220856.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -220867.968750 Penalty: 2440.889893
	Iteration 6Q: 3 clusters Score -220868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -220879.484375 Penalty: 2440.889893
	Iteration 7Q: 3 clusters Score -220879.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -220892.281250 Penalty: 2440.889893
	Iteration 8Q: 3 clusters Score -220892.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -220904.625000 Penalty: 2440.889893
	Iteration 9Q: 3 clusters Score -220904.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -220914.031250 Penalty: 2440.889893
	Iteration 10Q: 3 clusters Score -220914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -220925.625000 Penalty: 2440.889893
	Iteration 11Q: 3 clusters Score -220925.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -220934.468750 Penalty: 2440.889893
	Iteration 12Q: 3 clusters Score -220934.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -220938.171875 Penalty: 2440.889893
	Iteration 13Q: 3 clusters Score -220938.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -220943.281250 Penalty: 2440.889893
	Iteration 14Q: 3 clusters Score -220943.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -220946.125000 Penalty: 2440.889893
	Iteration 15Q: 3 clusters Score -220946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -220948.250000 Penalty: 2440.889893
	Iteration 16Q: 3 clusters Score -220948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -220949.625000 Penalty: 2440.889893
	Iteration 17Q: 3 clusters Score -220949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -220950.593750 Penalty: 2440.889893
	Iteration 18Q: 3 clusters Score -220950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -220951.671875 Penalty: 2440.889893
	Iteration 19Q: 3 clusters Score -220951.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -220952.312500 Penalty: 2440.889893
	Iteration 20F: 3 clusters Score -220952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -220952.781250 Penalty: 2440.889893
	Iteration 21Q: 3 clusters Score -220952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -220953.125000 Penalty: 2440.889893
	Iteration 22Q: 3 clusters Score -220953.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -220953.125000 Penalty: 2440.889893
	Iteration 23F: 3 clusters Score -220953.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -40551.226562 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -40551.23 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 199 members 
Entering Unmasked Estep 
Score: -39640.878906 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -39640.88 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39774.417969 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -39774.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39825.316406 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -39825.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39839.632812 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -39839.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39850.910156 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -39850.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39862.457031 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -39862.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39868.218750 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -39868.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39871.152344 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -39871.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39871.152344 Penalty: 1946.412354
	Iteration 8F: 3 clusters Score -39871.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Entering Unmasked Estep 
Score: -3727367.000000 Penalty: 1676.875366
	Iteration 0F: 2 clusters Score -3727367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3707869.750000 Penalty: 3353.750732
	Iteration 0F: 3 clusters Score -3707870 nChanged 14032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3715673.000000 Penalty: 3353.750732
	Iteration 1F: 3 clusters Score -3715673 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3716001.000000 Penalty: 3353.750732
	Iteration 2Q: 3 clusters Score -3716001 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3716222.500000 Penalty: 3353.750732
	Iteration 3Q: 3 clusters Score -3716222 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3716491.750000 Penalty: 3353.750732
	Iteration 4Q: 3 clusters Score -3716492 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3716713.000000 Penalty: 3353.750732
	Iteration 5Q: 3 clusters Score -3716713 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3716968.000000 Penalty: 3353.750732
	Iteration 6Q: 3 clusters Score -3716968 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3717225.250000 Penalty: 3353.750732
	Iteration 7Q: 3 clusters Score -3717225 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3717502.000000 Penalty: 3353.750732
	Iteration 8Q: 3 clusters Score -3717502 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3717868.500000 Penalty: 3353.750732
	Iteration 9Q: 3 clusters Score -3717868 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3718362.500000 Penalty: 3353.750732
	Iteration 10Q: 3 clusters Score -3718362 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3719058.250000 Penalty: 3353.750732
	Iteration 11Q: 3 clusters Score -3719058 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3720007.500000 Penalty: 3353.750732
	Iteration 12F: 3 clusters Score -3720008 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3720959.250000 Penalty: 3353.750732
	Iteration 13F: 3 clusters Score -3720959 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3721571.500000 Penalty: 3353.750732
	Iteration 14Q: 3 clusters Score -3721572 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3721865.250000 Penalty: 3353.750732
	Iteration 15Q: 3 clusters Score -3721865 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3722018.750000 Penalty: 3353.750732
	Iteration 16Q: 3 clusters Score -3722019 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3722130.000000 Penalty: 3353.750732
	Iteration 17Q: 3 clusters Score -3722130 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3722265.750000 Penalty: 3353.750732
	Iteration 18Q: 3 clusters Score -3722266 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3722386.500000 Penalty: 3353.750732
	Iteration 19Q: 3 clusters Score -3722386 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3722493.250000 Penalty: 3353.750732
	Iteration 20F: 3 clusters Score -3722493 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3722614.000000 Penalty: 3353.750732
	Iteration 21Q: 3 clusters Score -3722614 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3722728.250000 Penalty: 3353.750732
	Iteration 22Q: 3 clusters Score -3722728 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3722831.750000 Penalty: 3353.750732
	Iteration 23Q: 3 clusters Score -3722832 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3722952.000000 Penalty: 3353.750732
	Iteration 24Q: 3 clusters Score -3722952 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3723065.500000 Penalty: 3353.750732
	Iteration 25Q: 3 clusters Score -3723066 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3723199.250000 Penalty: 3353.750732
	Iteration 26Q: 3 clusters Score -3723199 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3723320.750000 Penalty: 3353.750732
	Iteration 27Q: 3 clusters Score -3723321 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3723463.750000 Penalty: 3353.750732
	Iteration 28Q: 3 clusters Score -3723464 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3723604.500000 Penalty: 3353.750732
	Iteration 29Q: 3 clusters Score -3723604 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3723741.750000 Penalty: 3353.750732
	Iteration 30Q: 3 clusters Score -3723742 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3723858.500000 Penalty: 3353.750732
	Iteration 31Q: 3 clusters Score -3723858 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3723996.500000 Penalty: 3353.750732
	Iteration 32Q: 3 clusters Score -3723996 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3724139.000000 Penalty: 3353.750732
	Iteration 33Q: 3 clusters Score -3724139 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -3724292.250000 Penalty: 3353.750732
	Iteration 34Q: 3 clusters Score -3724292 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3724412.750000 Penalty: 3353.750732
	Iteration 35Q: 3 clusters Score -3724413 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3724532.500000 Penalty: 3353.750732
	Iteration 36Q: 3 clusters Score -3724532 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3724610.000000 Penalty: 3353.750732
	Iteration 37Q: 3 clusters Score -3724610 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3724674.500000 Penalty: 3353.750732
	Iteration 38Q: 3 clusters Score -3724674 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3724725.250000 Penalty: 3353.750732
	Iteration 39Q: 3 clusters Score -3724725 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3724772.250000 Penalty: 3353.750732
	Iteration 40F: 3 clusters Score -3724772 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3724811.750000 Penalty: 3353.750732
	Iteration 41Q: 3 clusters Score -3724812 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3724857.750000 Penalty: 3353.750732
	Iteration 42Q: 3 clusters Score -3724858 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3724904.500000 Penalty: 3353.750732
	Iteration 43Q: 3 clusters Score -3724904 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3724958.000000 Penalty: 3353.750732
	Iteration 44Q: 3 clusters Score -3724958 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3725000.750000 Penalty: 3353.750732
	Iteration 45Q: 3 clusters Score -3725001 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3725052.250000 Penalty: 3353.750732
	Iteration 46Q: 3 clusters Score -3725052 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3725094.500000 Penalty: 3353.750732
	Iteration 47Q: 3 clusters Score -3725094 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3725125.250000 Penalty: 3353.750732
	Iteration 48Q: 3 clusters Score -3725125 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3725141.750000 Penalty: 3353.750732
	Iteration 49Q: 3 clusters Score -3725142 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3725161.750000 Penalty: 3353.750732
	Iteration 50Q: 3 clusters Score -3725162 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3725167.000000 Penalty: 3353.750732
	Iteration 51Q: 3 clusters Score -3725167 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3725185.000000 Penalty: 3353.750732
	Iteration 52Q: 3 clusters Score -3725185 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3725195.500000 Penalty: 3353.750732
	Iteration 53Q: 3 clusters Score -3725196 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3725207.500000 Penalty: 3353.750732
	Iteration 54Q: 3 clusters Score -3725208 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3725210.750000 Penalty: 3353.750732
	Iteration 55Q: 3 clusters Score -3725211 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3725244.500000 Penalty: 3353.750732
	Iteration 56Q: 3 clusters Score -3725244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3725247.500000 Penalty: 3353.750732
	Iteration 57Q: 3 clusters Score -3725248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3725257.500000 Penalty: 3353.750732
	Iteration 58Q: 3 clusters Score -3725258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3725264.250000 Penalty: 3353.750732
	Iteration 59Q: 3 clusters Score -3725264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3725263.000000 Penalty: 3353.750732
	Iteration 60F: 3 clusters Score -3725263 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3725289.000000 Penalty: 3353.750732
	Iteration 61Q: 3 clusters Score -3725289 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3725306.000000 Penalty: 3353.750732
	Iteration 62Q: 3 clusters Score -3725306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3725317.000000 Penalty: 3353.750732
	Iteration 63Q: 3 clusters Score -3725317 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3725333.000000 Penalty: 3353.750732
	Iteration 64Q: 3 clusters Score -3725333 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3725353.000000 Penalty: 3353.750732
	Iteration 65Q: 3 clusters Score -3725353 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3725368.500000 Penalty: 3353.750732
	Iteration 66Q: 3 clusters Score -3725368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3725383.750000 Penalty: 3353.750732
	Iteration 67Q: 3 clusters Score -3725384 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3725410.500000 Penalty: 3353.750732
	Iteration 68Q: 3 clusters Score -3725410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3725443.500000 Penalty: 3353.750732
	Iteration 69Q: 3 clusters Score -3725444 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3725479.250000 Penalty: 3353.750732
	Iteration 70Q: 3 clusters Score -3725479 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3725516.750000 Penalty: 3353.750732
	Iteration 71Q: 3 clusters Score -3725517 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3725543.750000 Penalty: 3353.750732
	Iteration 72Q: 3 clusters Score -3725544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3725574.250000 Penalty: 3353.750732
	Iteration 73Q: 3 clusters Score -3725574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3725609.000000 Penalty: 3353.750732
	Iteration 74Q: 3 clusters Score -3725609 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3725626.250000 Penalty: 3353.750732
	Iteration 75Q: 3 clusters Score -3725626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3725655.250000 Penalty: 3353.750732
	Iteration 76Q: 3 clusters Score -3725655 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3725684.000000 Penalty: 3353.750732
	Iteration 77Q: 3 clusters Score -3725684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3725691.000000 Penalty: 3353.750732
	Iteration 78Q: 3 clusters Score -3725691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3725720.750000 Penalty: 3353.750732
	Iteration 79Q: 3 clusters Score -3725721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3725722.750000 Penalty: 3353.750732
	Iteration 80F: 3 clusters Score -3725723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3725724.000000 Penalty: 3353.750732
	Iteration 81Q: 3 clusters Score -3725724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3725723.000000 Penalty: 3353.750732
	Iteration 82Q: 3 clusters Score -3725723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3725729.500000 Penalty: 3353.750732
	Iteration 83Q: 3 clusters Score -3725730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3725749.750000 Penalty: 3353.750732
	Iteration 84Q: 3 clusters Score -3725750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3725756.250000 Penalty: 3353.750732
	Iteration 85Q: 3 clusters Score -3725756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3725766.250000 Penalty: 3353.750732
	Iteration 86Q: 3 clusters Score -3725766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3725765.000000 Penalty: 3353.750732
	Iteration 87Q: 3 clusters Score -3725765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3725786.250000 Penalty: 3353.750732
	Iteration 88Q: 3 clusters Score -3725786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3725790.000000 Penalty: 3353.750732
	Iteration 89Q: 3 clusters Score -3725790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3725795.500000 Penalty: 3353.750732
	Iteration 90Q: 3 clusters Score -3725796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3725801.000000 Penalty: 3353.750732
	Iteration 91Q: 3 clusters Score -3725801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3725798.750000 Penalty: 3353.750732
	Iteration 92Q: 3 clusters Score -3725799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3725804.250000 Penalty: 3353.750732
	Iteration 93Q: 3 clusters Score -3725804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3725801.000000 Penalty: 3353.750732
	Iteration 94Q: 3 clusters Score -3725801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3725803.250000 Penalty: 3353.750732
	Iteration 95Q: 3 clusters Score -3725803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3725809.500000 Penalty: 3353.750732
	Iteration 96Q: 3 clusters Score -3725810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3725811.750000 Penalty: 3353.750732
	Iteration 97Q: 3 clusters Score -3725812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3725830.250000 Penalty: 3353.750732
	Iteration 98Q: 3 clusters Score -3725830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3725847.250000 Penalty: 3353.750732
	Iteration 99Q: 3 clusters Score -3725847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3725859.500000 Penalty: 3353.750732
	Iteration 100F: 3 clusters Score -3725860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3725867.250000 Penalty: 3353.750732
	Iteration 101Q: 3 clusters Score -3725867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3725874.250000 Penalty: 3353.750732
	Iteration 102Q: 3 clusters Score -3725874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3725881.000000 Penalty: 3353.750732
	Iteration 103Q: 3 clusters Score -3725881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3725890.000000 Penalty: 3353.750732
	Iteration 104Q: 3 clusters Score -3725890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3725894.250000 Penalty: 3353.750732
	Iteration 105Q: 3 clusters Score -3725894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3725899.750000 Penalty: 3353.750732
	Iteration 106Q: 3 clusters Score -3725900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3725906.000000 Penalty: 3353.750732
	Iteration 107Q: 3 clusters Score -3725906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3725926.750000 Penalty: 3353.750732
	Iteration 108Q: 3 clusters Score -3725927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3725917.500000 Penalty: 3353.750732
	Iteration 109Q: 3 clusters Score -3725918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3725929.500000 Penalty: 3353.750732
	Iteration 110Q: 3 clusters Score -3725930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3725941.750000 Penalty: 3353.750732
	Iteration 111Q: 3 clusters Score -3725942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3725944.000000 Penalty: 3353.750732
	Iteration 112Q: 3 clusters Score -3725944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3725939.000000 Penalty: 3353.750732
	Iteration 113Q: 3 clusters Score -3725939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3725941.500000 Penalty: 3353.750732
	Iteration 114Q: 3 clusters Score -3725942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3725955.750000 Penalty: 3353.750732
	Iteration 115Q: 3 clusters Score -3725956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3725954.750000 Penalty: 3353.750732
	Iteration 116Q: 3 clusters Score -3725955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3725961.250000 Penalty: 3353.750732
	Iteration 117Q: 3 clusters Score -3725961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3725960.500000 Penalty: 3353.750732
	Iteration 118Q: 3 clusters Score -3725960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3725960.000000 Penalty: 3353.750732
	Iteration 119Q: 3 clusters Score -3725960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3725966.500000 Penalty: 3353.750732
	Iteration 120F: 3 clusters Score -3725966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3725970.500000 Penalty: 3353.750732
	Iteration 121Q: 3 clusters Score -3725970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3725971.000000 Penalty: 3353.750732
	Iteration 122Q: 3 clusters Score -3725971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3725977.250000 Penalty: 3353.750732
	Iteration 123Q: 3 clusters Score -3725977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3725986.250000 Penalty: 3353.750732
	Iteration 124Q: 3 clusters Score -3725986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3725982.250000 Penalty: 3353.750732
	Iteration 125Q: 3 clusters Score -3725982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3725987.500000 Penalty: 3353.750732
	Iteration 126Q: 3 clusters Score -3725988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3725990.250000 Penalty: 3353.750732
	Iteration 127Q: 3 clusters Score -3725990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3725987.500000 Penalty: 3353.750732
	Iteration 128Q: 3 clusters Score -3725988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3725992.500000 Penalty: 3353.750732
	Iteration 129Q: 3 clusters Score -3725992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3725988.750000 Penalty: 3353.750732
	Iteration 130Q: 3 clusters Score -3725989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3725994.750000 Penalty: 3353.750732
	Iteration 131Q: 3 clusters Score -3725995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3725991.250000 Penalty: 3353.750732
	Iteration 132Q: 3 clusters Score -3725991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3725988.000000 Penalty: 3353.750732
	Iteration 133Q: 3 clusters Score -3725988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3725988.000000 Penalty: 3353.750732
	Iteration 134F: 3 clusters Score -3725988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Entering Unmasked Estep 
Score: -3098535.500000 Penalty: 1646.484985
	Iteration 0F: 2 clusters Score -3098536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3081696.500000 Penalty: 3292.969971
	Iteration 0F: 3 clusters Score -3081696 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3088021.250000 Penalty: 3292.969971
	Iteration 1F: 3 clusters Score -3088021 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3088354.250000 Penalty: 3292.969971
	Iteration 2Q: 3 clusters Score -3088354 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3088676.250000 Penalty: 3292.969971
	Iteration 3Q: 3 clusters Score -3088676 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3088979.750000 Penalty: 3292.969971
	Iteration 4Q: 3 clusters Score -3088980 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3089309.250000 Penalty: 3292.969971
	Iteration 5Q: 3 clusters Score -3089309 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3089636.500000 Penalty: 3292.969971
	Iteration 6Q: 3 clusters Score -3089636 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3090091.750000 Penalty: 3292.969971
	Iteration 7Q: 3 clusters Score -3090092 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3090616.250000 Penalty: 3292.969971
	Iteration 8Q: 3 clusters Score -3090616 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3091226.500000 Penalty: 3292.969971
	Iteration 9Q: 3 clusters Score -3091226 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3091962.500000 Penalty: 3292.969971
	Iteration 10F: 3 clusters Score -3091962 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3092808.750000 Penalty: 3292.969971
	Iteration 11F: 3 clusters Score -3092809 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3093636.500000 Penalty: 3292.969971
	Iteration 12Q: 3 clusters Score -3093636 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3094267.000000 Penalty: 3292.969971
	Iteration 13Q: 3 clusters Score -3094267 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3094704.000000 Penalty: 3292.969971
	Iteration 14Q: 3 clusters Score -3094704 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3095001.000000 Penalty: 3292.969971
	Iteration 15Q: 3 clusters Score -3095001 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3095189.000000 Penalty: 3292.969971
	Iteration 16Q: 3 clusters Score -3095189 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3095339.500000 Penalty: 3292.969971
	Iteration 17Q: 3 clusters Score -3095340 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3095429.750000 Penalty: 3292.969971
	Iteration 18Q: 3 clusters Score -3095430 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -3095506.500000 Penalty: 3292.969971
	Iteration 19Q: 3 clusters Score -3095506 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3095555.500000 Penalty: 3292.969971
	Iteration 20F: 3 clusters Score -3095556 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3095597.250000 Penalty: 3292.969971
	Iteration 21Q: 3 clusters Score -3095597 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3095635.750000 Penalty: 3292.969971
	Iteration 22Q: 3 clusters Score -3095636 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3095681.500000 Penalty: 3292.969971
	Iteration 23Q: 3 clusters Score -3095682 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3095714.000000 Penalty: 3292.969971
	Iteration 24Q: 3 clusters Score -3095714 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3095760.000000 Penalty: 3292.969971
	Iteration 25Q: 3 clusters Score -3095760 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3095810.500000 Penalty: 3292.969971
	Iteration 26Q: 3 clusters Score -3095810 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3095858.750000 Penalty: 3292.969971
	Iteration 27Q: 3 clusters Score -3095859 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3095902.000000 Penalty: 3292.969971
	Iteration 28Q: 3 clusters Score -3095902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3095960.250000 Penalty: 3292.969971
	Iteration 29Q: 3 clusters Score -3095960 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3096017.500000 Penalty: 3292.969971
	Iteration 30Q: 3 clusters Score -3096018 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3096066.000000 Penalty: 3292.969971
	Iteration 31Q: 3 clusters Score -3096066 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3096111.250000 Penalty: 3292.969971
	Iteration 32Q: 3 clusters Score -3096111 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3096171.500000 Penalty: 3292.969971
	Iteration 33Q: 3 clusters Score -3096172 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3096219.250000 Penalty: 3292.969971
	Iteration 34Q: 3 clusters Score -3096219 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3096264.500000 Penalty: 3292.969971
	Iteration 35Q: 3 clusters Score -3096264 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3096306.250000 Penalty: 3292.969971
	Iteration 36Q: 3 clusters Score -3096306 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3096375.250000 Penalty: 3292.969971
	Iteration 37Q: 3 clusters Score -3096375 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3096417.750000 Penalty: 3292.969971
	Iteration 38Q: 3 clusters Score -3096418 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3096471.500000 Penalty: 3292.969971
	Iteration 39Q: 3 clusters Score -3096472 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3096526.750000 Penalty: 3292.969971
	Iteration 40F: 3 clusters Score -3096527 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3096568.250000 Penalty: 3292.969971
	Iteration 41Q: 3 clusters Score -3096568 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -3096617.250000 Penalty: 3292.969971
	Iteration 42Q: 3 clusters Score -3096617 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3096662.750000 Penalty: 3292.969971
	Iteration 43Q: 3 clusters Score -3096663 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3096705.500000 Penalty: 3292.969971
	Iteration 44Q: 3 clusters Score -3096706 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3096729.000000 Penalty: 3292.969971
	Iteration 45Q: 3 clusters Score -3096729 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3096770.000000 Penalty: 3292.969971
	Iteration 46Q: 3 clusters Score -3096770 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3096817.250000 Penalty: 3292.969971
	Iteration 47Q: 3 clusters Score -3096817 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3096856.000000 Penalty: 3292.969971
	Iteration 48Q: 3 clusters Score -3096856 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3096886.500000 Penalty: 3292.969971
	Iteration 49Q: 3 clusters Score -3096886 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3096897.250000 Penalty: 3292.969971
	Iteration 50Q: 3 clusters Score -3096897 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3096918.750000 Penalty: 3292.969971
	Iteration 51Q: 3 clusters Score -3096919 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3096937.750000 Penalty: 3292.969971
	Iteration 52Q: 3 clusters Score -3096938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3096958.250000 Penalty: 3292.969971
	Iteration 53Q: 3 clusters Score -3096958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3096969.000000 Penalty: 3292.969971
	Iteration 54Q: 3 clusters Score -3096969 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3096977.500000 Penalty: 3292.969971
	Iteration 55Q: 3 clusters Score -3096978 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3096988.000000 Penalty: 3292.969971
	Iteration 56Q: 3 clusters Score -3096988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3097010.250000 Penalty: 3292.969971
	Iteration 57Q: 3 clusters Score -3097010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3097012.000000 Penalty: 3292.969971
	Iteration 58Q: 3 clusters Score -3097012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3097017.000000 Penalty: 3292.969971
	Iteration 59Q: 3 clusters Score -3097017 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3097036.250000 Penalty: 3292.969971
	Iteration 60F: 3 clusters Score -3097036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3097043.250000 Penalty: 3292.969971
	Iteration 61Q: 3 clusters Score -3097043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -3097051.250000 Penalty: 3292.969971
	Iteration 62Q: 3 clusters Score -3097051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3097058.000000 Penalty: 3292.969971
	Iteration 63Q: 3 clusters Score -3097058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3097065.750000 Penalty: 3292.969971
	Iteration 64Q: 3 clusters Score -3097066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3097067.000000 Penalty: 3292.969971
	Iteration 65Q: 3 clusters Score -3097067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3097072.000000 Penalty: 3292.969971
	Iteration 66Q: 3 clusters Score -3097072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3097070.500000 Penalty: 3292.969971
	Iteration 67Q: 3 clusters Score -3097070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3097073.500000 Penalty: 3292.969971
	Iteration 68Q: 3 clusters Score -3097074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3097072.250000 Penalty: 3292.969971
	Iteration 69Q: 3 clusters Score -3097072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3097073.000000 Penalty: 3292.969971
	Iteration 70Q: 3 clusters Score -3097073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3097074.500000 Penalty: 3292.969971
	Iteration 71Q: 3 clusters Score -3097074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -3097079.000000 Penalty: 3292.969971
	Iteration 72Q: 3 clusters Score -3097079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3097079.500000 Penalty: 3292.969971
	Iteration 73Q: 3 clusters Score -3097080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3097080.500000 Penalty: 3292.969971
	Iteration 74Q: 3 clusters Score -3097080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3097083.250000 Penalty: 3292.969971
	Iteration 75Q: 3 clusters Score -3097083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3097087.250000 Penalty: 3292.969971
	Iteration 76Q: 3 clusters Score -3097087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3097088.500000 Penalty: 3292.969971
	Iteration 77Q: 3 clusters Score -3097088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3097088.000000 Penalty: 3292.969971
	Iteration 78Q: 3 clusters Score -3097088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -3097086.750000 Penalty: 3292.969971
	Iteration 79Q: 3 clusters Score -3097087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -3097087.250000 Penalty: 3292.969971
	Iteration 80F: 3 clusters Score -3097087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3097087.000000 Penalty: 3292.969971
	Iteration 81Q: 3 clusters Score -3097087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3097086.250000 Penalty: 3292.969971
	Iteration 82Q: 3 clusters Score -3097086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3097089.500000 Penalty: 3292.969971
	Iteration 83Q: 3 clusters Score -3097090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3097088.500000 Penalty: 3292.969971
	Iteration 84Q: 3 clusters Score -3097088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3097089.750000 Penalty: 3292.969971
	Iteration 85Q: 3 clusters Score -3097090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3097090.000000 Penalty: 3292.969971
	Iteration 86Q: 3 clusters Score -3097090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3097087.500000 Penalty: 3292.969971
	Iteration 87Q: 3 clusters Score -3097088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3097087.250000 Penalty: 3292.969971
	Iteration 88Q: 3 clusters Score -3097087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3097089.750000 Penalty: 3292.969971
	Iteration 89Q: 3 clusters Score -3097090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3097088.000000 Penalty: 3292.969971
	Iteration 90Q: 3 clusters Score -3097088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3097089.250000 Penalty: 3292.969971
	Iteration 91Q: 3 clusters Score -3097089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3097086.750000 Penalty: 3292.969971
	Iteration 92Q: 3 clusters Score -3097087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3097090.250000 Penalty: 3292.969971
	Iteration 93Q: 3 clusters Score -3097090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3097090.750000 Penalty: 3292.969971
	Iteration 94Q: 3 clusters Score -3097091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3097089.000000 Penalty: 3292.969971
	Iteration 95Q: 3 clusters Score -3097089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3097085.750000 Penalty: 3292.969971
	Iteration 96Q: 3 clusters Score -3097086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3097086.250000 Penalty: 3292.969971
	Iteration 97Q: 3 clusters Score -3097086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3097086.250000 Penalty: 3292.969971
	Iteration 98F: 3 clusters Score -3097086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -171644.531250 Penalty: 1188.614868
	Iteration 0F: 2 clusters Score -171644.5 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 781 members 
Entering Unmasked Estep 
Score: -169898.281250 Penalty: 2377.229736
	Iteration 0F: 3 clusters Score -169898.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -170268.156250 Penalty: 2377.229736
	Iteration 1F: 3 clusters Score -170268.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -170382.375000 Penalty: 2377.229736
	Iteration 2F: 3 clusters Score -170382.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -170454.390625 Penalty: 2377.229736
	Iteration 3F: 3 clusters Score -170454.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -170510.609375 Penalty: 2377.229736
	Iteration 4Q: 3 clusters Score -170510.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -170542.109375 Penalty: 2377.229736
	Iteration 5Q: 3 clusters Score -170542.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -170563.453125 Penalty: 2377.229736
	Iteration 6Q: 3 clusters Score -170563.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -170583.468750 Penalty: 2377.229736
	Iteration 7Q: 3 clusters Score -170583.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -170598.859375 Penalty: 2377.229736
	Iteration 8Q: 3 clusters Score -170598.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -170613.656250 Penalty: 2377.229736
	Iteration 9Q: 3 clusters Score -170613.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -170623.921875 Penalty: 2377.229736
	Iteration 10Q: 3 clusters Score -170623.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -170634.187500 Penalty: 2377.229736
	Iteration 11Q: 3 clusters Score -170634.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -170647.921875 Penalty: 2377.229736
	Iteration 12Q: 3 clusters Score -170647.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -170664.781250 Penalty: 2377.229736
	Iteration 13Q: 3 clusters Score -170664.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -170681.640625 Penalty: 2377.229736
	Iteration 14Q: 3 clusters Score -170681.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -170692.750000 Penalty: 2377.229736
	Iteration 15Q: 3 clusters Score -170692.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -170702.375000 Penalty: 2377.229736
	Iteration 16Q: 3 clusters Score -170702.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -170712.093750 Penalty: 2377.229736
	Iteration 17Q: 3 clusters Score -170712.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -170720.359375 Penalty: 2377.229736
	Iteration 18Q: 3 clusters Score -170720.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -170730.562500 Penalty: 2377.229736
	Iteration 19Q: 3 clusters Score -170730.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -170736.421875 Penalty: 2377.229736
	Iteration 20F: 3 clusters Score -170736.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -170739.375000 Penalty: 2377.229736
	Iteration 21Q: 3 clusters Score -170739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -170742.468750 Penalty: 2377.229736
	Iteration 22Q: 3 clusters Score -170742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -170744.406250 Penalty: 2377.229736
	Iteration 23Q: 3 clusters Score -170744.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -170750.187500 Penalty: 2377.229736
	Iteration 24Q: 3 clusters Score -170750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -170753.343750 Penalty: 2377.229736
	Iteration 25Q: 3 clusters Score -170753.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -170756.640625 Penalty: 2377.229736
	Iteration 26Q: 3 clusters Score -170756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -170759.796875 Penalty: 2377.229736
	Iteration 27Q: 3 clusters Score -170759.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -170765.156250 Penalty: 2377.229736
	Iteration 28Q: 3 clusters Score -170765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -170768.687500 Penalty: 2377.229736
	Iteration 29Q: 3 clusters Score -170768.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -170772.500000 Penalty: 2377.229736
	Iteration 30Q: 3 clusters Score -170772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -170775.484375 Penalty: 2377.229736
	Iteration 31Q: 3 clusters Score -170775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -170777.125000 Penalty: 2377.229736
	Iteration 32Q: 3 clusters Score -170777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -170781.687500 Penalty: 2377.229736
	Iteration 33Q: 3 clusters Score -170781.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -170784.718750 Penalty: 2377.229736
	Iteration 34Q: 3 clusters Score -170784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -170785.843750 Penalty: 2377.229736
	Iteration 35Q: 3 clusters Score -170785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -170789.031250 Penalty: 2377.229736
	Iteration 36Q: 3 clusters Score -170789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -170789.781250 Penalty: 2377.229736
	Iteration 37Q: 3 clusters Score -170789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -170790.750000 Penalty: 2377.229736
	Iteration 38Q: 3 clusters Score -170790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -170791.140625 Penalty: 2377.229736
	Iteration 39Q: 3 clusters Score -170791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -170791.140625 Penalty: 2377.229736
	Iteration 40F: 3 clusters Score -170791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39810 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26565 members 
Mstep: Class 11 contains 32918 members 
Mstep: Class 12 contains 31078 members 
Mstep: Class 13 contains 8880 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30310 members 
Mstep: Class 22 contains 25140 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441346.000000 Penalty: 27982.333984
Iteration 159Q: 15 clusters Score -2.644135e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39809 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26562 members 
Mstep: Class 11 contains 32918 members 
Mstep: Class 12 contains 31080 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30308 members 
Mstep: Class 22 contains 25139 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441366.000000 Penalty: 27982.333984
Iteration 160F: 15 clusters Score -2.644137e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 8 contains 39807 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26560 members 
Mstep: Class 11 contains 32919 members 
Mstep: Class 12 contains 31081 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30309 members 
Mstep: Class 22 contains 25138 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441390.000000 Penalty: 27982.333984
Iteration 161Q: 15 clusters Score -2.644139e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1653 members 
Mstep: Class 8 contains 39808 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26555 members 
Mstep: Class 11 contains 32918 members 
Mstep: Class 12 contains 31078 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30313 members 
Mstep: Class 22 contains 25138 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441378.000000 Penalty: 27982.333984
Iteration 162Q: 15 clusters Score -2.644138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39812 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26552 members 
Mstep: Class 11 contains 32918 members 
Mstep: Class 12 contains 31073 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30321 members 
Mstep: Class 22 contains 25138 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441356.000000 Penalty: 27982.333984
Iteration 163Q: 15 clusters Score -2.644136e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39808 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26552 members 
Mstep: Class 11 contains 32916 members 
Mstep: Class 12 contains 31074 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30325 members 
Mstep: Class 22 contains 25140 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441346.000000 Penalty: 27982.333984
Iteration 164Q: 15 clusters Score -2.644135e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39806 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26551 members 
Mstep: Class 11 contains 32921 members 
Mstep: Class 12 contains 31070 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30320 members 
Mstep: Class 22 contains 25139 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441336.000000 Penalty: 27982.333984
Iteration 165Q: 15 clusters Score -2.644134e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39807 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26549 members 
Mstep: Class 11 contains 32919 members 
Mstep: Class 12 contains 31066 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30320 members 
Mstep: Class 22 contains 25139 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441352.000000 Penalty: 27982.333984
Iteration 166Q: 15 clusters Score -2.644135e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39804 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26552 members 
Mstep: Class 11 contains 32919 members 
Mstep: Class 12 contains 31057 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30324 members 
Mstep: Class 22 contains 25142 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441390.000000 Penalty: 27982.333984
Iteration 167Q: 15 clusters Score -2.644139e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39801 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26551 members 
Mstep: Class 11 contains 32920 members 
Mstep: Class 12 contains 31049 members 
Mstep: Class 13 contains 8891 members 
Mstep: Class 15 contains 1842 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30327 members 
Mstep: Class 22 contains 25146 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441380.000000 Penalty: 27982.333984
Iteration 168Q: 15 clusters Score -2.644138e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1650 members 
Mstep: Class 8 contains 39802 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26557 members 
Mstep: Class 11 contains 32920 members 
Mstep: Class 12 contains 31045 members 
Mstep: Class 13 contains 8893 members 
Mstep: Class 15 contains 1845 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30320 members 
Mstep: Class 22 contains 25149 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441384.000000 Penalty: 27982.333984
Iteration 169Q: 15 clusters Score -2.644138e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1649 members 
Mstep: Class 8 contains 39806 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26556 members 
Mstep: Class 11 contains 32915 members 
Mstep: Class 12 contains 31042 members 
Mstep: Class 13 contains 8896 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30319 members 
Mstep: Class 22 contains 25151 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441388.000000 Penalty: 27982.333984
Iteration 170Q: 15 clusters Score -2.644139e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1648 members 
Mstep: Class 8 contains 39804 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26560 members 
Mstep: Class 11 contains 32913 members 
Mstep: Class 12 contains 31039 members 
Mstep: Class 13 contains 8898 members 
Mstep: Class 15 contains 1850 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30318 members 
Mstep: Class 22 contains 25151 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441394.000000 Penalty: 27982.333984
Iteration 171Q: 15 clusters Score -2.644139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1649 members 
Mstep: Class 8 contains 39799 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26565 members 
Mstep: Class 11 contains 32911 members 
Mstep: Class 12 contains 31037 members 
Mstep: Class 13 contains 8900 members 
Mstep: Class 15 contains 1853 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30317 members 
Mstep: Class 22 contains 25151 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441410.000000 Penalty: 27982.333984
Iteration 172Q: 15 clusters Score -2.644141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1650 members 
Mstep: Class 8 contains 39791 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26568 members 
Mstep: Class 11 contains 32910 members 
Mstep: Class 12 contains 31037 members 
Mstep: Class 13 contains 8901 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30318 members 
Mstep: Class 22 contains 25150 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441414.000000 Penalty: 27982.333984
Iteration 173Q: 15 clusters Score -2.644141e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1650 members 
Mstep: Class 8 contains 39787 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26576 members 
Mstep: Class 11 contains 32908 members 
Mstep: Class 12 contains 31034 members 
Mstep: Class 13 contains 8901 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30316 members 
Mstep: Class 22 contains 25149 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441434.000000 Penalty: 27982.333984
Iteration 174Q: 15 clusters Score -2.644143e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39785 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26578 members 
Mstep: Class 11 contains 32907 members 
Mstep: Class 12 contains 31033 members 
Mstep: Class 13 contains 8905 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30311 members 
Mstep: Class 22 contains 25149 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441424.000000 Penalty: 27982.333984
Iteration 175Q: 15 clusters Score -2.644142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39783 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26582 members 
Mstep: Class 11 contains 32906 members 
Mstep: Class 12 contains 31031 members 
Mstep: Class 13 contains 8906 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30314 members 
Mstep: Class 22 contains 25149 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441414.000000 Penalty: 27982.333984
Iteration 176Q: 15 clusters Score -2.644141e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39778 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26584 members 
Mstep: Class 11 contains 32906 members 
Mstep: Class 12 contains 31033 members 
Mstep: Class 13 contains 8908 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30308 members 
Mstep: Class 22 contains 25151 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441440.000000 Penalty: 27982.333984
Iteration 177Q: 15 clusters Score -2.644144e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39776 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26587 members 
Mstep: Class 11 contains 32907 members 
Mstep: Class 12 contains 31032 members 
Mstep: Class 13 contains 8907 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30305 members 
Mstep: Class 22 contains 25151 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441456.000000 Penalty: 27982.333984
Iteration 178Q: 15 clusters Score -2.644146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39774 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26588 members 
Mstep: Class 11 contains 32911 members 
Mstep: Class 12 contains 31025 members 
Mstep: Class 13 contains 8907 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30308 members 
Mstep: Class 22 contains 25151 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441446.000000 Penalty: 27982.333984
Iteration 179Q: 15 clusters Score -2.644145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39768 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26589 members 
Mstep: Class 11 contains 32912 members 
Mstep: Class 12 contains 31021 members 
Mstep: Class 13 contains 8907 members 
Mstep: Class 15 contains 1864 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30313 members 
Mstep: Class 22 contains 25151 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441448.000000 Penalty: 27982.333984
Iteration 180F: 15 clusters Score -2.644145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39767 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26591 members 
Mstep: Class 11 contains 32913 members 
Mstep: Class 12 contains 31017 members 
Mstep: Class 13 contains 8908 members 
Mstep: Class 15 contains 1864 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30315 members 
Mstep: Class 22 contains 25152 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441434.000000 Penalty: 27982.333984
Iteration 181Q: 15 clusters Score -2.644143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1650 members 
Mstep: Class 8 contains 39768 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26590 members 
Mstep: Class 11 contains 32915 members 
Mstep: Class 12 contains 31013 members 
Mstep: Class 13 contains 8911 members 
Mstep: Class 15 contains 1864 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30313 members 
Mstep: Class 22 contains 25152 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441396.000000 Penalty: 27982.333984
Iteration 182Q: 15 clusters Score -2.64414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1650 members 
Mstep: Class 8 contains 39771 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26589 members 
Mstep: Class 11 contains 32915 members 
Mstep: Class 12 contains 31011 members 
Mstep: Class 13 contains 8913 members 
Mstep: Class 15 contains 1864 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30311 members 
Mstep: Class 22 contains 25152 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441390.000000 Penalty: 27982.333984
Iteration 183Q: 15 clusters Score -2.644139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1650 members 
Mstep: Class 8 contains 39771 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 32916 members 
Mstep: Class 12 contains 31011 members 
Mstep: Class 13 contains 8914 members 
Mstep: Class 15 contains 1864 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30311 members 
Mstep: Class 22 contains 25152 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441374.000000 Penalty: 27982.333984
Iteration 184Q: 15 clusters Score -2.644137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1650 members 
Mstep: Class 8 contains 39775 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26583 members 
Mstep: Class 11 contains 32915 members 
Mstep: Class 12 contains 31011 members 
Mstep: Class 13 contains 8914 members 
Mstep: Class 15 contains 1863 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30311 members 
Mstep: Class 22 contains 25152 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441358.000000 Penalty: 27982.333984
Iteration 185Q: 15 clusters Score -2.644136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39776 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26582 members 
Mstep: Class 11 contains 32917 members 
Mstep: Class 12 contains 31013 members 
Mstep: Class 13 contains 8911 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30310 members 
Mstep: Class 22 contains 25152 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441360.000000 Penalty: 27982.333984
Iteration 186Q: 15 clusters Score -2.644136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39780 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26584 members 
Mstep: Class 11 contains 32918 members 
Mstep: Class 12 contains 31009 members 
Mstep: Class 13 contains 8910 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30307 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441378.000000 Penalty: 27982.333984
Iteration 187Q: 15 clusters Score -2.644138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39779 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26582 members 
Mstep: Class 11 contains 32919 members 
Mstep: Class 12 contains 31010 members 
Mstep: Class 13 contains 8910 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30307 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441360.000000 Penalty: 27982.333984
Iteration 188Q: 15 clusters Score -2.644136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39781 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26581 members 
Mstep: Class 11 contains 32918 members 
Mstep: Class 12 contains 31007 members 
Mstep: Class 13 contains 8912 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30309 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441350.000000 Penalty: 27982.333984
Iteration 189Q: 15 clusters Score -2.644135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39780 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 32919 members 
Mstep: Class 12 contains 31004 members 
Mstep: Class 13 contains 8913 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30312 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441362.000000 Penalty: 27982.333984
Iteration 190Q: 15 clusters Score -2.644136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39781 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32919 members 
Mstep: Class 12 contains 31005 members 
Mstep: Class 13 contains 8913 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30311 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441344.000000 Penalty: 27982.333984
Iteration 191Q: 15 clusters Score -2.644134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39783 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32918 members 
Mstep: Class 12 contains 31004 members 
Mstep: Class 13 contains 8914 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30309 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441324.000000 Penalty: 27982.333984
Iteration 192Q: 15 clusters Score -2.644132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39782 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32918 members 
Mstep: Class 12 contains 31006 members 
Mstep: Class 13 contains 8914 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30308 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441324.000000 Penalty: 27982.333984
Iteration 193Q: 15 clusters Score -2.644132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39781 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32919 members 
Mstep: Class 12 contains 31007 members 
Mstep: Class 13 contains 8915 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30306 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441332.000000 Penalty: 27982.333984
Iteration 194Q: 15 clusters Score -2.644133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39782 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26578 members 
Mstep: Class 11 contains 32920 members 
Mstep: Class 12 contains 31005 members 
Mstep: Class 13 contains 8916 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30306 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441324.000000 Penalty: 27982.333984
Iteration 195Q: 15 clusters Score -2.644132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39782 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32920 members 
Mstep: Class 12 contains 31002 members 
Mstep: Class 13 contains 8918 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30307 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441328.000000 Penalty: 27982.333984
Iteration 196Q: 15 clusters Score -2.644133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39782 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32921 members 
Mstep: Class 12 contains 30998 members 
Mstep: Class 13 contains 8919 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30309 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441324.000000 Penalty: 27982.333984
Iteration 197Q: 15 clusters Score -2.644132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39781 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32922 members 
Mstep: Class 12 contains 30997 members 
Mstep: Class 13 contains 8921 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30307 members 
Mstep: Class 22 contains 25153 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441338.000000 Penalty: 27982.333984
Iteration 198Q: 15 clusters Score -2.644134e+07 nChanged 8
Entering ConstructFrom: 
Score: -26441338.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (19128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Entering Unmasked Estep 
Score: -2275125.000000 Penalty: 1602.072632
	Iteration 0F: 2 clusters Score -2275125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2262214.500000 Penalty: 3204.145264
	Iteration 0F: 3 clusters Score -2262214 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2266867.250000 Penalty: 3204.145264
	Iteration 1F: 3 clusters Score -2266867 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2267305.500000 Penalty: 3204.145264
	Iteration 2F: 3 clusters Score -2267306 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2267803.000000 Penalty: 3204.145264
	Iteration 3F: 3 clusters Score -2267803 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2268295.500000 Penalty: 3204.145264
	Iteration 4F: 3 clusters Score -2268296 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2268863.750000 Penalty: 3204.145264
	Iteration 5F: 3 clusters Score -2268864 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2269446.500000 Penalty: 3204.145264
	Iteration 6F: 3 clusters Score -2269446 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2270023.250000 Penalty: 3204.145264
	Iteration 7F: 3 clusters Score -2270023 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2270498.750000 Penalty: 3204.145264
	Iteration 8Q: 3 clusters Score -2270499 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2270801.750000 Penalty: 3204.145264
	Iteration 9Q: 3 clusters Score -2270802 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2271011.250000 Penalty: 3204.145264
	Iteration 10Q: 3 clusters Score -2271011 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2271137.000000 Penalty: 3204.145264
	Iteration 11Q: 3 clusters Score -2271137 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2271196.250000 Penalty: 3204.145264
	Iteration 12Q: 3 clusters Score -2271196 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2271245.500000 Penalty: 3204.145264
	Iteration 13Q: 3 clusters Score -2271246 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2271276.000000 Penalty: 3204.145264
	Iteration 14Q: 3 clusters Score -2271276 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2271293.500000 Penalty: 3204.145264
	Iteration 15Q: 3 clusters Score -2271294 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2271306.250000 Penalty: 3204.145264
	Iteration 16Q: 3 clusters Score -2271306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2271329.000000 Penalty: 3204.145264
	Iteration 17Q: 3 clusters Score -2271329 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2271352.250000 Penalty: 3204.145264
	Iteration 18Q: 3 clusters Score -2271352 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2271359.000000 Penalty: 3204.145264
	Iteration 19Q: 3 clusters Score -2271359 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2271382.750000 Penalty: 3204.145264
	Iteration 20F: 3 clusters Score -2271383 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2271406.000000 Penalty: 3204.145264
	Iteration 21Q: 3 clusters Score -2271406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2271412.750000 Penalty: 3204.145264
	Iteration 22Q: 3 clusters Score -2271413 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2271419.750000 Penalty: 3204.145264
	Iteration 23Q: 3 clusters Score -2271420 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2271434.250000 Penalty: 3204.145264
	Iteration 24Q: 3 clusters Score -2271434 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2271448.250000 Penalty: 3204.145264
	Iteration 25Q: 3 clusters Score -2271448 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2271464.250000 Penalty: 3204.145264
	Iteration 26Q: 3 clusters Score -2271464 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2271486.000000 Penalty: 3204.145264
	Iteration 27Q: 3 clusters Score -2271486 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2271522.000000 Penalty: 3204.145264
	Iteration 28Q: 3 clusters Score -2271522 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2271541.000000 Penalty: 3204.145264
	Iteration 29Q: 3 clusters Score -2271541 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2271565.750000 Penalty: 3204.145264
	Iteration 30Q: 3 clusters Score -2271566 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2271597.250000 Penalty: 3204.145264
	Iteration 31Q: 3 clusters Score -2271597 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2271635.000000 Penalty: 3204.145264
	Iteration 32Q: 3 clusters Score -2271635 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2271668.250000 Penalty: 3204.145264
	Iteration 33Q: 3 clusters Score -2271668 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2271709.500000 Penalty: 3204.145264
	Iteration 34Q: 3 clusters Score -2271710 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2271739.750000 Penalty: 3204.145264
	Iteration 35Q: 3 clusters Score -2271740 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2271786.000000 Penalty: 3204.145264
	Iteration 36Q: 3 clusters Score -2271786 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2271838.750000 Penalty: 3204.145264
	Iteration 37Q: 3 clusters Score -2271839 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2271893.750000 Penalty: 3204.145264
	Iteration 38Q: 3 clusters Score -2271894 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2271954.250000 Penalty: 3204.145264
	Iteration 39Q: 3 clusters Score -2271954 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2271996.250000 Penalty: 3204.145264
	Iteration 40F: 3 clusters Score -2271996 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2272036.250000 Penalty: 3204.145264
	Iteration 41Q: 3 clusters Score -2272036 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2272090.750000 Penalty: 3204.145264
	Iteration 42Q: 3 clusters Score -2272091 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2272136.500000 Penalty: 3204.145264
	Iteration 43Q: 3 clusters Score -2272136 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2272201.000000 Penalty: 3204.145264
	Iteration 44Q: 3 clusters Score -2272201 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2272250.000000 Penalty: 3204.145264
	Iteration 45Q: 3 clusters Score -2272250 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2272286.000000 Penalty: 3204.145264
	Iteration 46Q: 3 clusters Score -2272286 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2272321.750000 Penalty: 3204.145264
	Iteration 47Q: 3 clusters Score -2272322 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2272354.500000 Penalty: 3204.145264
	Iteration 48Q: 3 clusters Score -2272354 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2272373.000000 Penalty: 3204.145264
	Iteration 49Q: 3 clusters Score -2272373 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2272409.750000 Penalty: 3204.145264
	Iteration 50Q: 3 clusters Score -2272410 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2272433.500000 Penalty: 3204.145264
	Iteration 51Q: 3 clusters Score -2272434 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2272460.000000 Penalty: 3204.145264
	Iteration 52Q: 3 clusters Score -2272460 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2272483.000000 Penalty: 3204.145264
	Iteration 53Q: 3 clusters Score -2272483 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2272511.500000 Penalty: 3204.145264
	Iteration 54Q: 3 clusters Score -2272512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2272532.000000 Penalty: 3204.145264
	Iteration 55Q: 3 clusters Score -2272532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2272547.750000 Penalty: 3204.145264
	Iteration 56Q: 3 clusters Score -2272548 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2272579.000000 Penalty: 3204.145264
	Iteration 57Q: 3 clusters Score -2272579 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2272601.750000 Penalty: 3204.145264
	Iteration 58Q: 3 clusters Score -2272602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2272616.250000 Penalty: 3204.145264
	Iteration 59Q: 3 clusters Score -2272616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2272641.000000 Penalty: 3204.145264
	Iteration 60F: 3 clusters Score -2272641 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2272658.750000 Penalty: 3204.145264
	Iteration 61Q: 3 clusters Score -2272659 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2272684.500000 Penalty: 3204.145264
	Iteration 62Q: 3 clusters Score -2272684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2272702.000000 Penalty: 3204.145264
	Iteration 63Q: 3 clusters Score -2272702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2272731.500000 Penalty: 3204.145264
	Iteration 64Q: 3 clusters Score -2272732 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2272764.500000 Penalty: 3204.145264
	Iteration 65Q: 3 clusters Score -2272764 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2272795.500000 Penalty: 3204.145264
	Iteration 66Q: 3 clusters Score -2272796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2272822.500000 Penalty: 3204.145264
	Iteration 67Q: 3 clusters Score -2272822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2272856.500000 Penalty: 3204.145264
	Iteration 68Q: 3 clusters Score -2272856 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2272895.250000 Penalty: 3204.145264
	Iteration 69Q: 3 clusters Score -2272895 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2272933.000000 Penalty: 3204.145264
	Iteration 70Q: 3 clusters Score -2272933 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2272963.500000 Penalty: 3204.145264
	Iteration 71Q: 3 clusters Score -2272964 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2273004.000000 Penalty: 3204.145264
	Iteration 72Q: 3 clusters Score -2273004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2273045.750000 Penalty: 3204.145264
	Iteration 73Q: 3 clusters Score -2273046 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2273101.000000 Penalty: 3204.145264
	Iteration 74Q: 3 clusters Score -2273101 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2273146.000000 Penalty: 3204.145264
	Iteration 75Q: 3 clusters Score -2273146 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2273199.750000 Penalty: 3204.145264
	Iteration 76Q: 3 clusters Score -2273200 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2273271.500000 Penalty: 3204.145264
	Iteration 77Q: 3 clusters Score -2273272 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2273350.250000 Penalty: 3204.145264
	Iteration 78Q: 3 clusters Score -2273350 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2273442.500000 Penalty: 3204.145264
	Iteration 79Q: 3 clusters Score -2273442 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2273571.750000 Penalty: 3204.145264
	Iteration 80F: 3 clusters Score -2273572 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2273697.750000 Penalty: 3204.145264
	Iteration 81Q: 3 clusters Score -2273698 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2273814.750000 Penalty: 3204.145264
	Iteration 82Q: 3 clusters Score -2273815 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2273933.250000 Penalty: 3204.145264
	Iteration 83Q: 3 clusters Score -2273933 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2273989.500000 Penalty: 3204.145264
	Iteration 84Q: 3 clusters Score -2273990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2274029.250000 Penalty: 3204.145264
	Iteration 85Q: 3 clusters Score -2274029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2274049.000000 Penalty: 3204.145264
	Iteration 86Q: 3 clusters Score -2274049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2274067.500000 Penalty: 3204.145264
	Iteration 87Q: 3 clusters Score -2274068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2274086.000000 Penalty: 3204.145264
	Iteration 88Q: 3 clusters Score -2274086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2274119.750000 Penalty: 3204.145264
	Iteration 89Q: 3 clusters Score -2274120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2274139.250000 Penalty: 3204.145264
	Iteration 90Q: 3 clusters Score -2274139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2274161.000000 Penalty: 3204.145264
	Iteration 91Q: 3 clusters Score -2274161 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2274178.750000 Penalty: 3204.145264
	Iteration 92Q: 3 clusters Score -2274179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2274185.750000 Penalty: 3204.145264
	Iteration 93Q: 3 clusters Score -2274186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2274189.250000 Penalty: 3204.145264
	Iteration 94Q: 3 clusters Score -2274189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2274202.500000 Penalty: 3204.145264
	Iteration 95Q: 3 clusters Score -2274202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2274212.750000 Penalty: 3204.145264
	Iteration 96Q: 3 clusters Score -2274213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2274220.250000 Penalty: 3204.145264
	Iteration 97Q: 3 clusters Score -2274220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2274219.750000 Penalty: 3204.145264
	Iteration 98Q: 3 clusters Score -2274220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2274223.000000 Penalty: 3204.145264
	Iteration 99Q: 3 clusters Score -2274223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2274224.750000 Penalty: 3204.145264
	Iteration 100F: 3 clusters Score -2274225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2274222.250000 Penalty: 3204.145264
	Iteration 101Q: 3 clusters Score -2274222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2274222.250000 Penalty: 3204.145264
	Iteration 102F: 3 clusters Score -2274222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53331.648438 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53331.65 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 179 members 
Entering Unmasked Estep 
Score: -52397.558594 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52397.56 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52497.351562 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52497.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52530.636719 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52530.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52538.500000 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52542.035156 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52542.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52543.093750 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -52543.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52543.093750 Penalty: 1881.737183
	Iteration 6F: 3 clusters Score -52543.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -190934.812500 Penalty: 1203.984619
	Iteration 0F: 2 clusters Score -190934.8 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 817 members 
Entering Unmasked Estep 
Score: -189082.406250 Penalty: 2407.969238
	Iteration 0F: 3 clusters Score -189082.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -189435.781250 Penalty: 2407.969238
	Iteration 1F: 3 clusters Score -189435.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -189521.578125 Penalty: 2407.969238
	Iteration 2F: 3 clusters Score -189521.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -189574.593750 Penalty: 2407.969238
	Iteration 3Q: 3 clusters Score -189574.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -189616.437500 Penalty: 2407.969238
	Iteration 4Q: 3 clusters Score -189616.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -189641.609375 Penalty: 2407.969238
	Iteration 5Q: 3 clusters Score -189641.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -189654.578125 Penalty: 2407.969238
	Iteration 6Q: 3 clusters Score -189654.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -189667.484375 Penalty: 2407.969238
	Iteration 7Q: 3 clusters Score -189667.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -189678.687500 Penalty: 2407.969238
	Iteration 8Q: 3 clusters Score -189678.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -189691.453125 Penalty: 2407.969238
	Iteration 9Q: 3 clusters Score -189691.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -189706.953125 Penalty: 2407.969238
	Iteration 10Q: 3 clusters Score -189707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -189721.859375 Penalty: 2407.969238
	Iteration 11Q: 3 clusters Score -189721.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -189739.531250 Penalty: 2407.969238
	Iteration 12Q: 3 clusters Score -189739.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -189749.203125 Penalty: 2407.969238
	Iteration 13Q: 3 clusters Score -189749.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -189755.359375 Penalty: 2407.969238
	Iteration 14Q: 3 clusters Score -189755.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -189761.125000 Penalty: 2407.969238
	Iteration 15Q: 3 clusters Score -189761.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -189767.156250 Penalty: 2407.969238
	Iteration 16Q: 3 clusters Score -189767.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -189774.640625 Penalty: 2407.969238
	Iteration 17Q: 3 clusters Score -189774.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -189778.562500 Penalty: 2407.969238
	Iteration 18Q: 3 clusters Score -189778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -189780.437500 Penalty: 2407.969238
	Iteration 19Q: 3 clusters Score -189780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -189782.546875 Penalty: 2407.969238
	Iteration 20F: 3 clusters Score -189782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -189786.562500 Penalty: 2407.969238
	Iteration 21Q: 3 clusters Score -189786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -189790.312500 Penalty: 2407.969238
	Iteration 22Q: 3 clusters Score -189790.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -189797.234375 Penalty: 2407.969238
	Iteration 23Q: 3 clusters Score -189797.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -189804.531250 Penalty: 2407.969238
	Iteration 24Q: 3 clusters Score -189804.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -189808.796875 Penalty: 2407.969238
	Iteration 25Q: 3 clusters Score -189808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -189816.093750 Penalty: 2407.969238
	Iteration 26Q: 3 clusters Score -189816.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -189826.359375 Penalty: 2407.969238
	Iteration 27Q: 3 clusters Score -189826.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -189840.093750 Penalty: 2407.969238
	Iteration 28Q: 3 clusters Score -189840.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -189862.140625 Penalty: 2407.969238
	Iteration 29Q: 3 clusters Score -189862.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -189891.937500 Penalty: 2407.969238
	Iteration 30Q: 3 clusters Score -189891.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -189910.671875 Penalty: 2407.969238
	Iteration 31Q: 3 clusters Score -189910.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -189932.000000 Penalty: 2407.969238
	Iteration 32Q: 3 clusters Score -189932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -189961.593750 Penalty: 2407.969238
	Iteration 33Q: 3 clusters Score -189961.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -189998.937500 Penalty: 2407.969238
	Iteration 34Q: 3 clusters Score -189998.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -190028.531250 Penalty: 2407.969238
	Iteration 35Q: 3 clusters Score -190028.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -190058.562500 Penalty: 2407.969238
	Iteration 36Q: 3 clusters Score -190058.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -190101.484375 Penalty: 2407.969238
	Iteration 37Q: 3 clusters Score -190101.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -190145.218750 Penalty: 2407.969238
	Iteration 38Q: 3 clusters Score -190145.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -190180.484375 Penalty: 2407.969238
	Iteration 39Q: 3 clusters Score -190180.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -190210.718750 Penalty: 2407.969238
	Iteration 40F: 3 clusters Score -190210.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -190232.218750 Penalty: 2407.969238
	Iteration 41Q: 3 clusters Score -190232.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -190243.515625 Penalty: 2407.969238
	Iteration 42Q: 3 clusters Score -190243.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -190251.203125 Penalty: 2407.969238
	Iteration 43Q: 3 clusters Score -190251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -190257.343750 Penalty: 2407.969238
	Iteration 44Q: 3 clusters Score -190257.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -190262.781250 Penalty: 2407.969238
	Iteration 45Q: 3 clusters Score -190262.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -190269.812500 Penalty: 2407.969238
	Iteration 46Q: 3 clusters Score -190269.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -190277.015625 Penalty: 2407.969238
	Iteration 47Q: 3 clusters Score -190277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -190282.203125 Penalty: 2407.969238
	Iteration 48Q: 3 clusters Score -190282.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -190289.312500 Penalty: 2407.969238
	Iteration 49Q: 3 clusters Score -190289.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -190297.484375 Penalty: 2407.969238
	Iteration 50Q: 3 clusters Score -190297.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -190302.953125 Penalty: 2407.969238
	Iteration 51Q: 3 clusters Score -190303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -190305.515625 Penalty: 2407.969238
	Iteration 52Q: 3 clusters Score -190305.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -190307.984375 Penalty: 2407.969238
	Iteration 53Q: 3 clusters Score -190308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -190310.265625 Penalty: 2407.969238
	Iteration 54Q: 3 clusters Score -190310.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -190311.781250 Penalty: 2407.969238
	Iteration 55Q: 3 clusters Score -190311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -190312.671875 Penalty: 2407.969238
	Iteration 56Q: 3 clusters Score -190312.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -190313.796875 Penalty: 2407.969238
	Iteration 57Q: 3 clusters Score -190313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -190314.859375 Penalty: 2407.969238
	Iteration 58Q: 3 clusters Score -190314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -190315.640625 Penalty: 2407.969238
	Iteration 59Q: 3 clusters Score -190315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -190315.640625 Penalty: 2407.969238
	Iteration 60F: 3 clusters Score -190315.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Entering Unmasked Estep 
Score: -4954955.500000 Penalty: 1721.061035
	Iteration 0F: 2 clusters Score -4954956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -4934517.500000 Penalty: 3442.122070
	Iteration 0F: 3 clusters Score -4934518 nChanged 18569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -4945149.000000 Penalty: 3442.122070
	Iteration 1F: 3 clusters Score -4945149 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4945672.000000 Penalty: 3442.122070
	Iteration 2Q: 3 clusters Score -4945672 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -4946210.000000 Penalty: 3442.122070
	Iteration 3Q: 3 clusters Score -4946210 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -4946694.000000 Penalty: 3442.122070
	Iteration 4F: 3 clusters Score -4946694 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -4947296.500000 Penalty: 3442.122070
	Iteration 5F: 3 clusters Score -4947296 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -4948239.500000 Penalty: 3442.122070
	Iteration 6F: 3 clusters Score -4948240 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4949481.500000 Penalty: 3442.122070
	Iteration 7F: 3 clusters Score -4949482 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -4950556.500000 Penalty: 3442.122070
	Iteration 8F: 3 clusters Score -4950556 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -4951178.500000 Penalty: 3442.122070
	Iteration 9Q: 3 clusters Score -4951178 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -4951378.000000 Penalty: 3442.122070
	Iteration 10Q: 3 clusters Score -4951378 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -4951495.000000 Penalty: 3442.122070
	Iteration 11Q: 3 clusters Score -4951495 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -4951511.500000 Penalty: 3442.122070
	Iteration 12Q: 3 clusters Score -4951512 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -4951568.500000 Penalty: 3442.122070
	Iteration 13Q: 3 clusters Score -4951568 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -4951630.500000 Penalty: 3442.122070
	Iteration 14Q: 3 clusters Score -4951630 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -4951740.000000 Penalty: 3442.122070
	Iteration 15Q: 3 clusters Score -4951740 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -4951822.000000 Penalty: 3442.122070
	Iteration 16Q: 3 clusters Score -4951822 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -4951858.000000 Penalty: 3442.122070
	Iteration 17Q: 3 clusters Score -4951858 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -4951906.000000 Penalty: 3442.122070
	Iteration 18Q: 3 clusters Score -4951906 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -4951928.000000 Penalty: 3442.122070
	Iteration 19Q: 3 clusters Score -4951928 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -4951990.500000 Penalty: 3442.122070
	Iteration 20F: 3 clusters Score -4951990 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -4952047.000000 Penalty: 3442.122070
	Iteration 21Q: 3 clusters Score -4952047 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -4952110.000000 Penalty: 3442.122070
	Iteration 22Q: 3 clusters Score -4952110 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -4952147.000000 Penalty: 3442.122070
	Iteration 23Q: 3 clusters Score -4952147 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4952206.000000 Penalty: 3442.122070
	Iteration 24Q: 3 clusters Score -4952206 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -4952238.000000 Penalty: 3442.122070
	Iteration 25Q: 3 clusters Score -4952238 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -4952284.000000 Penalty: 3442.122070
	Iteration 26Q: 3 clusters Score -4952284 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -4952317.500000 Penalty: 3442.122070
	Iteration 27Q: 3 clusters Score -4952318 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4952341.000000 Penalty: 3442.122070
	Iteration 28Q: 3 clusters Score -4952341 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -4952357.000000 Penalty: 3442.122070
	Iteration 29Q: 3 clusters Score -4952357 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -4952384.000000 Penalty: 3442.122070
	Iteration 30Q: 3 clusters Score -4952384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -4952397.000000 Penalty: 3442.122070
	Iteration 31Q: 3 clusters Score -4952397 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4952393.000000 Penalty: 3442.122070
	Iteration 32Q: 3 clusters Score -4952393 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -4952429.000000 Penalty: 3442.122070
	Iteration 33Q: 3 clusters Score -4952429 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -4952459.500000 Penalty: 3442.122070
	Iteration 34Q: 3 clusters Score -4952460 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -4952468.000000 Penalty: 3442.122070
	Iteration 35Q: 3 clusters Score -4952468 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -4952492.500000 Penalty: 3442.122070
	Iteration 36Q: 3 clusters Score -4952492 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4952507.000000 Penalty: 3442.122070
	Iteration 37Q: 3 clusters Score -4952507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -4952519.000000 Penalty: 3442.122070
	Iteration 38Q: 3 clusters Score -4952519 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -4952530.000000 Penalty: 3442.122070
	Iteration 39Q: 3 clusters Score -4952530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -4952538.500000 Penalty: 3442.122070
	Iteration 40F: 3 clusters Score -4952538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -4952539.000000 Penalty: 3442.122070
	Iteration 41Q: 3 clusters Score -4952539 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -4952555.000000 Penalty: 3442.122070
	Iteration 42Q: 3 clusters Score -4952555 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -4952566.000000 Penalty: 3442.122070
	Iteration 43Q: 3 clusters Score -4952566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -4952566.000000 Penalty: 3442.122070
	Iteration 44Q: 3 clusters Score -4952566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -4952571.500000 Penalty: 3442.122070
	Iteration 45Q: 3 clusters Score -4952572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -4952576.500000 Penalty: 3442.122070
	Iteration 46Q: 3 clusters Score -4952576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -4952580.500000 Penalty: 3442.122070
	Iteration 47Q: 3 clusters Score -4952580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4952590.500000 Penalty: 3442.122070
	Iteration 48Q: 3 clusters Score -4952590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -4952607.000000 Penalty: 3442.122070
	Iteration 49Q: 3 clusters Score -4952607 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -4952603.000000 Penalty: 3442.122070
	Iteration 50Q: 3 clusters Score -4952603 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -4952602.500000 Penalty: 3442.122070
	Iteration 51Q: 3 clusters Score -4952602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -4952609.500000 Penalty: 3442.122070
	Iteration 52Q: 3 clusters Score -4952610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -4952613.500000 Penalty: 3442.122070
	Iteration 53Q: 3 clusters Score -4952614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -4952611.500000 Penalty: 3442.122070
	Iteration 54Q: 3 clusters Score -4952612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4952608.000000 Penalty: 3442.122070
	Iteration 55Q: 3 clusters Score -4952608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -4952622.500000 Penalty: 3442.122070
	Iteration 56Q: 3 clusters Score -4952622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -4952615.000000 Penalty: 3442.122070
	Iteration 57Q: 3 clusters Score -4952615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -4952603.000000 Penalty: 3442.122070
	Iteration 58Q: 3 clusters Score -4952603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -4952598.000000 Penalty: 3442.122070
	Iteration 59Q: 3 clusters Score -4952598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -4952600.500000 Penalty: 3442.122070
	Iteration 60F: 3 clusters Score -4952600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -4952600.000000 Penalty: 3442.122070
	Iteration 61Q: 3 clusters Score -4952600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -4952592.500000 Penalty: 3442.122070
	Iteration 62Q: 3 clusters Score -4952592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -4952584.500000 Penalty: 3442.122070
	Iteration 63Q: 3 clusters Score -4952584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -4952591.500000 Penalty: 3442.122070
	Iteration 64Q: 3 clusters Score -4952592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -4952593.500000 Penalty: 3442.122070
	Iteration 65Q: 3 clusters Score -4952594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -4952605.000000 Penalty: 3442.122070
	Iteration 66Q: 3 clusters Score -4952605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4952609.000000 Penalty: 3442.122070
	Iteration 67Q: 3 clusters Score -4952609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -4952620.000000 Penalty: 3442.122070
	Iteration 68Q: 3 clusters Score -4952620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4952615.000000 Penalty: 3442.122070
	Iteration 69Q: 3 clusters Score -4952615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -4952609.000000 Penalty: 3442.122070
	Iteration 70Q: 3 clusters Score -4952609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -4952609.500000 Penalty: 3442.122070
	Iteration 71Q: 3 clusters Score -4952610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -4952613.000000 Penalty: 3442.122070
	Iteration 72Q: 3 clusters Score -4952613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -4952607.500000 Penalty: 3442.122070
	Iteration 73Q: 3 clusters Score -4952608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4952611.000000 Penalty: 3442.122070
	Iteration 74Q: 3 clusters Score -4952611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -4952627.000000 Penalty: 3442.122070
	Iteration 75Q: 3 clusters Score -4952627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -4952622.000000 Penalty: 3442.122070
	Iteration 76Q: 3 clusters Score -4952622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -4952622.500000 Penalty: 3442.122070
	Iteration 77Q: 3 clusters Score -4952622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -4952627.000000 Penalty: 3442.122070
	Iteration 78Q: 3 clusters Score -4952627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -4952635.500000 Penalty: 3442.122070
	Iteration 79Q: 3 clusters Score -4952636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -4952644.000000 Penalty: 3442.122070
	Iteration 80F: 3 clusters Score -4952644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -4952653.000000 Penalty: 3442.122070
	Iteration 81Q: 3 clusters Score -4952653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4952646.000000 Penalty: 3442.122070
	Iteration 82Q: 3 clusters Score -4952646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -4952640.500000 Penalty: 3442.122070
	Iteration 83Q: 3 clusters Score -4952640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -4952655.500000 Penalty: 3442.122070
	Iteration 84Q: 3 clusters Score -4952656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -4952667.000000 Penalty: 3442.122070
	Iteration 85Q: 3 clusters Score -4952667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -4952671.500000 Penalty: 3442.122070
	Iteration 86Q: 3 clusters Score -4952672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -4952676.500000 Penalty: 3442.122070
	Iteration 87Q: 3 clusters Score -4952676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -4952686.500000 Penalty: 3442.122070
	Iteration 88Q: 3 clusters Score -4952686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -4952681.500000 Penalty: 3442.122070
	Iteration 89Q: 3 clusters Score -4952682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -4952694.000000 Penalty: 3442.122070
	Iteration 90Q: 3 clusters Score -4952694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -4952690.500000 Penalty: 3442.122070
	Iteration 91Q: 3 clusters Score -4952690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -4952683.500000 Penalty: 3442.122070
	Iteration 92Q: 3 clusters Score -4952684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -4952682.500000 Penalty: 3442.122070
	Iteration 93Q: 3 clusters Score -4952682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -4952686.000000 Penalty: 3442.122070
	Iteration 94Q: 3 clusters Score -4952686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -4952683.000000 Penalty: 3442.122070
	Iteration 95Q: 3 clusters Score -4952683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -4952675.000000 Penalty: 3442.122070
	Iteration 96Q: 3 clusters Score -4952675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -4952676.500000 Penalty: 3442.122070
	Iteration 97Q: 3 clusters Score -4952676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -4952673.500000 Penalty: 3442.122070
	Iteration 98Q: 3 clusters Score -4952674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4952684.500000 Penalty: 3442.122070
	Iteration 99Q: 3 clusters Score -4952684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4952682.500000 Penalty: 3442.122070
	Iteration 100F: 3 clusters Score -4952682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -4952672.000000 Penalty: 3442.122070
	Iteration 101Q: 3 clusters Score -4952672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -4952676.000000 Penalty: 3442.122070
	Iteration 102Q: 3 clusters Score -4952676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -4952666.000000 Penalty: 3442.122070
	Iteration 103Q: 3 clusters Score -4952666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -4952668.000000 Penalty: 3442.122070
	Iteration 104Q: 3 clusters Score -4952668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -4952666.500000 Penalty: 3442.122070
	Iteration 105Q: 3 clusters Score -4952666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -4952668.000000 Penalty: 3442.122070
	Iteration 106Q: 3 clusters Score -4952668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -4952664.500000 Penalty: 3442.122070
	Iteration 107Q: 3 clusters Score -4952664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -4952666.500000 Penalty: 3442.122070
	Iteration 108Q: 3 clusters Score -4952666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -4952671.500000 Penalty: 3442.122070
	Iteration 109Q: 3 clusters Score -4952672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -4952667.500000 Penalty: 3442.122070
	Iteration 110Q: 3 clusters Score -4952668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -4952674.000000 Penalty: 3442.122070
	Iteration 111Q: 3 clusters Score -4952674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -4952672.000000 Penalty: 3442.122070
	Iteration 112Q: 3 clusters Score -4952672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -4952670.500000 Penalty: 3442.122070
	Iteration 113Q: 3 clusters Score -4952670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -4952672.500000 Penalty: 3442.122070
	Iteration 114Q: 3 clusters Score -4952672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -4952675.500000 Penalty: 3442.122070
	Iteration 115Q: 3 clusters Score -4952676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -4952678.500000 Penalty: 3442.122070
	Iteration 116Q: 3 clusters Score -4952678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -4952680.000000 Penalty: 3442.122070
	Iteration 117Q: 3 clusters Score -4952680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -4952679.000000 Penalty: 3442.122070
	Iteration 118Q: 3 clusters Score -4952679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -4952680.000000 Penalty: 3442.122070
	Iteration 119Q: 3 clusters Score -4952680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -4952680.500000 Penalty: 3442.122070
	Iteration 120F: 3 clusters Score -4952680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -4952678.500000 Penalty: 3442.122070
	Iteration 121Q: 3 clusters Score -4952678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -4952677.000000 Penalty: 3442.122070
	Iteration 122Q: 3 clusters Score -4952677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -4952677.000000 Penalty: 3442.122070
	Iteration 123F: 3 clusters Score -4952677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -14723.268555 Penalty: 800.678711
	Iteration 0F: 2 clusters Score -14723.27 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 70 members 
Entering Unmasked Estep 
Score: -14095.607422 Penalty: 1601.357422
	Iteration 0F: 3 clusters Score -14095.61 nChanged 13
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: -14141.584961 Penalty: 1601.357422
	Iteration 1F: 3 clusters Score -14141.58 nChanged 2
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: -14152.661133 Penalty: 1601.357422
	Iteration 2Q: 3 clusters Score -14152.66 nChanged 0
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: -14152.661133 Penalty: 1601.357422
	Iteration 3F: 3 clusters Score -14152.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Entering Unmasked Estep 
Score: -3258118.750000 Penalty: 1655.529907
	Iteration 0F: 2 clusters Score -3258119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3241022.250000 Penalty: 3311.059814
	Iteration 0F: 3 clusters Score -3241022 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3247596.750000 Penalty: 3311.059814
	Iteration 1F: 3 clusters Score -3247597 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3248042.000000 Penalty: 3311.059814
	Iteration 2Q: 3 clusters Score -3248042 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3248608.500000 Penalty: 3311.059814
	Iteration 3F: 3 clusters Score -3248608 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3249363.500000 Penalty: 3311.059814
	Iteration 4F: 3 clusters Score -3249364 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3250565.500000 Penalty: 3311.059814
	Iteration 5F: 3 clusters Score -3250566 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3252237.750000 Penalty: 3311.059814
	Iteration 6F: 3 clusters Score -3252238 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3253951.500000 Penalty: 3311.059814
	Iteration 7F: 3 clusters Score -3253952 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3255237.750000 Penalty: 3311.059814
	Iteration 8F: 3 clusters Score -3255238 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3256028.250000 Penalty: 3311.059814
	Iteration 9Q: 3 clusters Score -3256028 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3256369.750000 Penalty: 3311.059814
	Iteration 10Q: 3 clusters Score -3256370 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3256518.000000 Penalty: 3311.059814
	Iteration 11Q: 3 clusters Score -3256518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3256572.250000 Penalty: 3311.059814
	Iteration 12Q: 3 clusters Score -3256572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3256598.000000 Penalty: 3311.059814
	Iteration 13Q: 3 clusters Score -3256598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3256615.000000 Penalty: 3311.059814
	Iteration 14Q: 3 clusters Score -3256615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3256629.250000 Penalty: 3311.059814
	Iteration 15Q: 3 clusters Score -3256629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3256633.000000 Penalty: 3311.059814
	Iteration 16Q: 3 clusters Score -3256633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3256640.250000 Penalty: 3311.059814
	Iteration 17Q: 3 clusters Score -3256640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3256646.750000 Penalty: 3311.059814
	Iteration 18Q: 3 clusters Score -3256647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3256653.000000 Penalty: 3311.059814
	Iteration 19Q: 3 clusters Score -3256653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3256663.750000 Penalty: 3311.059814
	Iteration 20F: 3 clusters Score -3256664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3256666.250000 Penalty: 3311.059814
	Iteration 21Q: 3 clusters Score -3256666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3256671.750000 Penalty: 3311.059814
	Iteration 22Q: 3 clusters Score -3256672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3256673.250000 Penalty: 3311.059814
	Iteration 23Q: 3 clusters Score -3256673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3256673.250000 Penalty: 3311.059814
	Iteration 24F: 3 clusters Score -3256673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Entering Unmasked Estep 
Score: -4025821.500000 Penalty: 1690.298218
	Iteration 0F: 2 clusters Score -4025822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -4004462.000000 Penalty: 3380.596436
	Iteration 0F: 3 clusters Score -4004462 nChanged 15203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -4013053.750000 Penalty: 3380.596436
	Iteration 1F: 3 clusters Score -4013054 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -4013564.250000 Penalty: 3380.596436
	Iteration 2Q: 3 clusters Score -4013564 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -4014193.750000 Penalty: 3380.596436
	Iteration 3Q: 3 clusters Score -4014194 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -4015004.500000 Penalty: 3380.596436
	Iteration 4F: 3 clusters Score -4015004 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -4015927.750000 Penalty: 3380.596436
	Iteration 5F: 3 clusters Score -4015928 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4016935.000000 Penalty: 3380.596436
	Iteration 6F: 3 clusters Score -4016935 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4018091.750000 Penalty: 3380.596436
	Iteration 7F: 3 clusters Score -4018092 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4019311 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -4020410.250000 Penalty: 3380.596436
	Iteration 9F: 3 clusters Score -4020410 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -4021202.500000 Penalty: 3380.596436
	Iteration 10Q: 3 clusters Score -4021202 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -4021768.750000 Penalty: 3380.596436
	Iteration 11Q: 3 clusters Score -4021769 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -4022149.500000 Penalty: 3380.596436
	Iteration 12Q: 3 clusters Score -4022150 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4022364.500000 Penalty: 3380.596436
	Iteration 13Q: 3 clusters Score -4022364 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -4022476.000000 Penalty: 3380.596436
	Iteration 14Q: 3 clusters Score -4022476 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -4022571.750000 Penalty: 3380.596436
	Iteration 15Q: 3 clusters Score -4022572 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4022614.250000 Penalty: 3380.596436
	Iteration 16Q: 3 clusters Score -4022614 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -4022675.500000 Penalty: 3380.596436
	Iteration 17Q: 3 clusters Score -4022676 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -4022729.750000 Penalty: 3380.596436
	Iteration 18Q: 3 clusters Score -4022730 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4022759.500000 Penalty: 3380.596436
	Iteration 19Q: 3 clusters Score -4022760 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -4022793.250000 Penalty: 3380.596436
	Iteration 20F: 3 clusters Score -4022793 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -4022822.250000 Penalty: 3380.596436
	Iteration 21Q: 3 clusters Score -4022822 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4022847.750000 Penalty: 3380.596436
	Iteration 22Q: 3 clusters Score -4022848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -4022873.000000 Penalty: 3380.596436
	Iteration 23Q: 3 clusters Score -4022873 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4022888.500000 Penalty: 3380.596436
	Iteration 24Q: 3 clusters Score -4022888 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -4022893.000000 Penalty: 3380.596436
	Iteration 25Q: 3 clusters Score -4022893 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -4022917.500000 Penalty: 3380.596436
	Iteration 26Q: 3 clusters Score -4022918 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4022939.250000 Penalty: 3380.596436
	Iteration 27Q: 3 clusters Score -4022939 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4022951.500000 Penalty: 3380.596436
	Iteration 28Q: 3 clusters Score -4022952 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4022980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -4022990.250000 Penalty: 3380.596436
	Iteration 30Q: 3 clusters Score -4022990 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4023028.250000 Penalty: 3380.596436
	Iteration 31Q: 3 clusters Score -4023028 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4023063.750000 Penalty: 3380.596436
	Iteration 32Q: 3 clusters Score -4023064 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -4023111.500000 Penalty: 3380.596436
	Iteration 33Q: 3 clusters Score -4023112 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4023165.250000 Penalty: 3380.596436
	Iteration 34Q: 3 clusters Score -4023165 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -4023240.500000 Penalty: 3380.596436
	Iteration 35Q: 3 clusters Score -4023240 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -4023309.750000 Penalty: 3380.596436
	Iteration 36Q: 3 clusters Score -4023310 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4023396.750000 Penalty: 3380.596436
	Iteration 37Q: 3 clusters Score -4023397 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4023483.000000 Penalty: 3380.596436
	Iteration 38Q: 3 clusters Score -4023483 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4023553 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4023607 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4023677 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4023748 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -4023821.250000 Penalty: 3380.596436
	Iteration 43Q: 3 clusters Score -4023821 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4023887.750000 Penalty: 3380.596436
	Iteration 44Q: 3 clusters Score -4023888 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -4023958.500000 Penalty: 3380.596436
	Iteration 45Q: 3 clusters Score -4023958 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4024029 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4024055.500000 Penalty: 3380.596436
	Iteration 47Q: 3 clusters Score -4024056 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -4024092.750000 Penalty: 3380.596436
	Iteration 48Q: 3 clusters Score -4024093 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -4024136.750000 Penalty: 3380.596436
	Iteration 49Q: 3 clusters Score -4024137 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -4024190.000000 Penalty: 3380.596436
	Iteration 50Q: 3 clusters Score -4024190 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4024213.750000 Penalty: 3380.596436
	Iteration 51Q: 3 clusters Score -4024214 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -4024224.000000 Penalty: 3380.596436
	Iteration 52Q: 3 clusters Score -4024224 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -4024244.000000 Penalty: 3380.596436
	Iteration 53Q: 3 clusters Score -4024244 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4024259.750000 Penalty: 3380.596436
	Iteration 54Q: 3 clusters Score -4024260 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -4024286.000000 Penalty: 3380.596436
	Iteration 55Q: 3 clusters Score -4024286 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -4024299.750000 Penalty: 3380.596436
	Iteration 56Q: 3 clusters Score -4024300 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -4024323.000000 Penalty: 3380.596436
	Iteration 57Q: 3 clusters Score -4024323 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -4024342.750000 Penalty: 3380.596436
	Iteration 58Q: 3 clusters Score -4024343 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -4024368.750000 Penalty: 3380.596436
	Iteration 59Q: 3 clusters Score -4024369 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -4024376.000000 Penalty: 3380.596436
	Iteration 60F: 3 clusters Score -4024376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -4024384.000000 Penalty: 3380.596436
	Iteration 61Q: 3 clusters Score -4024384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -4024394.500000 Penalty: 3380.596436
	Iteration 62Q: 3 clusters Score -4024394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -4024397.000000 Penalty: 3380.596436
	Iteration 63Q: 3 clusters Score -4024397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -4024392.500000 Penalty: 3380.596436
	Iteration 64Q: 3 clusters Score -4024392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -4024412.250000 Penalty: 3380.596436
	Iteration 65Q: 3 clusters Score -4024412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -4024424.000000 Penalty: 3380.596436
	Iteration 66Q: 3 clusters Score -4024424 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -4024434.250000 Penalty: 3380.596436
	Iteration 67Q: 3 clusters Score -4024434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -4024430.250000 Penalty: 3380.596436
	Iteration 68Q: 3 clusters Score -4024430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -4024446.000000 Penalty: 3380.596436
	Iteration 69Q: 3 clusters Score -4024446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -4024433.750000 Penalty: 3380.596436
	Iteration 70Q: 3 clusters Score -4024434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -4024441.250000 Penalty: 3380.596436
	Iteration 71Q: 3 clusters Score -4024441 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -4024438.500000 Penalty: 3380.596436
	Iteration 72Q: 3 clusters Score -4024438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -4024440.000000 Penalty: 3380.596436
	Iteration 73Q: 3 clusters Score -4024440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4024442.750000 Penalty: 3380.596436
	Iteration 74Q: 3 clusters Score -4024443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4024440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -4024442.250000 Penalty: 3380.596436
	Iteration 76Q: 3 clusters Score -4024442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -4024448.750000 Penalty: 3380.596436
	Iteration 77Q: 3 clusters Score -4024449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -4024451.750000 Penalty: 3380.596436
	Iteration 78Q: 3 clusters Score -4024452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -4024457.500000 Penalty: 3380.596436
	Iteration 79Q: 3 clusters Score -4024458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4024465.000000 Penalty: 3380.596436
	Iteration 80F: 3 clusters Score -4024465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -4024467.500000 Penalty: 3380.596436
	Iteration 81Q: 3 clusters Score -4024468 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -4024463.750000 Penalty: 3380.596436
	Iteration 82Q: 3 clusters Score -4024464 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4024464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4024465 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -4024456.250000 Penalty: 3380.596436
	Iteration 85Q: 3 clusters Score -4024456 nChanged 15
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Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4024461.750000 Penalty: 3380.596436
	Iteration 86Q: 3 clusters Score -4024462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -4024453.500000 Penalty: 3380.596436
	Iteration 87Q: 3 clusters Score -4024454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4024456 nChanged 13
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Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4024457 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -4024459.250000 Penalty: 3380.596436
	Iteration 90Q: 3 clusters Score -4024459 nChanged 12
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Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4024459 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4024462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -4024455.250000 Penalty: 3380.596436
	Iteration 93Q: 3 clusters Score -4024455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4024463 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4024463 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4024462 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4024457 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -4024460.500000 Penalty: 3380.596436
	Iteration 98Q: 3 clusters Score -4024460 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4024459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -4024460.000000 Penalty: 3380.596436
	Iteration 100F: 3 clusters Score -4024460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -4024462.000000 Penalty: 3380.596436
	Iteration 101Q: 3 clusters Score -4024462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -4024466.750000 Penalty: 3380.596436
	Iteration 102Q: 3 clusters Score -4024467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -4024468.000000 Penalty: 3380.596436
	Iteration 103Q: 3 clusters Score -4024468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -4024465.500000 Penalty: 3380.596436
	Iteration 104Q: 3 clusters Score -4024466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4024459.500000 Penalty: 3380.596436
	Iteration 105Q: 3 clusters Score -4024460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4024463.000000 Penalty: 3380.596436
	Iteration 106Q: 3 clusters Score -4024463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4024465.250000 Penalty: 3380.596436
	Iteration 107Q: 3 clusters Score -4024465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4024464.750000 Penalty: 3380.596436
	Iteration 108Q: 3 clusters Score -4024465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -4024468.000000 Penalty: 3380.596436
	Iteration 109Q: 3 clusters Score -4024468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4024467.250000 Penalty: 3380.596436
	Iteration 110Q: 3 clusters Score -4024467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4024467.250000 Penalty: 3380.596436
	Iteration 111F: 3 clusters Score -4024467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Entering Unmasked Estep 
Score: -3796853.250000 Penalty: 1680.517334
	Iteration 0F: 2 clusters Score -3796853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3777302.250000 Penalty: 3361.034668
	Iteration 0F: 3 clusters Score -3777302 nChanged 14299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3785180.000000 Penalty: 3361.034668
	Iteration 1F: 3 clusters Score -3785180 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3785569.500000 Penalty: 3361.034668
	Iteration 2Q: 3 clusters Score -3785570 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3785920.750000 Penalty: 3361.034668
	Iteration 3Q: 3 clusters Score -3785921 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3786289.500000 Penalty: 3361.034668
	Iteration 4Q: 3 clusters Score -3786290 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3786732.500000 Penalty: 3361.034668
	Iteration 5Q: 3 clusters Score -3786732 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3787207.250000 Penalty: 3361.034668
	Iteration 6Q: 3 clusters Score -3787207 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3787799.250000 Penalty: 3361.034668
	Iteration 7Q: 3 clusters Score -3787799 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3788543.750000 Penalty: 3361.034668
	Iteration 8Q: 3 clusters Score -3788544 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3789431.750000 Penalty: 3361.034668
	Iteration 9F: 3 clusters Score -3789432 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3790501.500000 Penalty: 3361.034668
	Iteration 10F: 3 clusters Score -3790502 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -3791447.500000 Penalty: 3361.034668
	Iteration 11Q: 3 clusters Score -3791448 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3792054.250000 Penalty: 3361.034668
	Iteration 12Q: 3 clusters Score -3792054 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3792321.500000 Penalty: 3361.034668
	Iteration 13Q: 3 clusters Score -3792322 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3792527.000000 Penalty: 3361.034668
	Iteration 14Q: 3 clusters Score -3792527 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3792675.000000 Penalty: 3361.034668
	Iteration 15Q: 3 clusters Score -3792675 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -3792804.250000 Penalty: 3361.034668
	Iteration 16Q: 3 clusters Score -3792804 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3792926.000000 Penalty: 3361.034668
	Iteration 17Q: 3 clusters Score -3792926 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3793047.000000 Penalty: 3361.034668
	Iteration 18Q: 3 clusters Score -3793047 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -3793176.000000 Penalty: 3361.034668
	Iteration 19Q: 3 clusters Score -3793176 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3793315.000000 Penalty: 3361.034668
	Iteration 20F: 3 clusters Score -3793315 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3793453.500000 Penalty: 3361.034668
	Iteration 21Q: 3 clusters Score -3793454 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3793612.500000 Penalty: 3361.034668
	Iteration 22Q: 3 clusters Score -3793612 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3793771.500000 Penalty: 3361.034668
	Iteration 23Q: 3 clusters Score -3793772 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3793908.250000 Penalty: 3361.034668
	Iteration 24Q: 3 clusters Score -3793908 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3794034.500000 Penalty: 3361.034668
	Iteration 25Q: 3 clusters Score -3794034 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3794164.000000 Penalty: 3361.034668
	Iteration 26Q: 3 clusters Score -3794164 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3794315.750000 Penalty: 3361.034668
	Iteration 27Q: 3 clusters Score -3794316 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3794435.500000 Penalty: 3361.034668
	Iteration 28Q: 3 clusters Score -3794436 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3794554.750000 Penalty: 3361.034668
	Iteration 29Q: 3 clusters Score -3794555 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3794652.000000 Penalty: 3361.034668
	Iteration 30Q: 3 clusters Score -3794652 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3794766.750000 Penalty: 3361.034668
	Iteration 31Q: 3 clusters Score -3794767 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3794872.500000 Penalty: 3361.034668
	Iteration 32Q: 3 clusters Score -3794872 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3794913.500000 Penalty: 3361.034668
	Iteration 33Q: 3 clusters Score -3794914 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3794959.500000 Penalty: 3361.034668
	Iteration 34Q: 3 clusters Score -3794960 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3794984.000000 Penalty: 3361.034668
	Iteration 35Q: 3 clusters Score -3794984 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3795010.250000 Penalty: 3361.034668
	Iteration 36Q: 3 clusters Score -3795010 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3795096.750000 Penalty: 3361.034668
	Iteration 37Q: 3 clusters Score -3795097 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3795134.250000 Penalty: 3361.034668
	Iteration 38Q: 3 clusters Score -3795134 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3795151.500000 Penalty: 3361.034668
	Iteration 39Q: 3 clusters Score -3795152 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3795197.000000 Penalty: 3361.034668
	Iteration 40F: 3 clusters Score -3795197 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3795277.750000 Penalty: 3361.034668
	Iteration 41Q: 3 clusters Score -3795278 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3795306.500000 Penalty: 3361.034668
	Iteration 42Q: 3 clusters Score -3795306 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3795311.500000 Penalty: 3361.034668
	Iteration 43Q: 3 clusters Score -3795312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3795336.000000 Penalty: 3361.034668
	Iteration 44Q: 3 clusters Score -3795336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3795361.250000 Penalty: 3361.034668
	Iteration 45Q: 3 clusters Score -3795361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3795365.500000 Penalty: 3361.034668
	Iteration 46Q: 3 clusters Score -3795366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3795378.500000 Penalty: 3361.034668
	Iteration 47Q: 3 clusters Score -3795378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3795397.500000 Penalty: 3361.034668
	Iteration 48Q: 3 clusters Score -3795398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3795420.500000 Penalty: 3361.034668
	Iteration 49Q: 3 clusters Score -3795420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3795440.750000 Penalty: 3361.034668
	Iteration 50Q: 3 clusters Score -3795441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3795440.000000 Penalty: 3361.034668
	Iteration 51Q: 3 clusters Score -3795440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3795461.750000 Penalty: 3361.034668
	Iteration 52Q: 3 clusters Score -3795462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3795462.750000 Penalty: 3361.034668
	Iteration 53Q: 3 clusters Score -3795463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3795456.750000 Penalty: 3361.034668
	Iteration 54Q: 3 clusters Score -3795457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3795466.000000 Penalty: 3361.034668
	Iteration 55Q: 3 clusters Score -3795466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3795474.500000 Penalty: 3361.034668
	Iteration 56Q: 3 clusters Score -3795474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3795480.500000 Penalty: 3361.034668
	Iteration 57Q: 3 clusters Score -3795480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3795478.750000 Penalty: 3361.034668
	Iteration 58Q: 3 clusters Score -3795479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3795478.750000 Penalty: 3361.034668
	Iteration 59Q: 3 clusters Score -3795479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3795486.250000 Penalty: 3361.034668
	Iteration 60F: 3 clusters Score -3795486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3795485.750000 Penalty: 3361.034668
	Iteration 61Q: 3 clusters Score -3795486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3795489.750000 Penalty: 3361.034668
	Iteration 62Q: 3 clusters Score -3795490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3795494.250000 Penalty: 3361.034668
	Iteration 63Q: 3 clusters Score -3795494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3795495.500000 Penalty: 3361.034668
	Iteration 64Q: 3 clusters Score -3795496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3795499.000000 Penalty: 3361.034668
	Iteration 65Q: 3 clusters Score -3795499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3795506.750000 Penalty: 3361.034668
	Iteration 66Q: 3 clusters Score -3795507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3795508.250000 Penalty: 3361.034668
	Iteration 67Q: 3 clusters Score -3795508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3795507.000000 Penalty: 3361.034668
	Iteration 68Q: 3 clusters Score -3795507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3795506.500000 Penalty: 3361.034668
	Iteration 69Q: 3 clusters Score -3795506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3795508.750000 Penalty: 3361.034668
	Iteration 70Q: 3 clusters Score -3795509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3795508.250000 Penalty: 3361.034668
	Iteration 71Q: 3 clusters Score -3795508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3795512.000000 Penalty: 3361.034668
	Iteration 72Q: 3 clusters Score -3795512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3795512.000000 Penalty: 3361.034668
	Iteration 73F: 3 clusters Score -3795512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Entering Unmasked Estep 
Score: -1081897.625000 Penalty: 1478.181152
	Iteration 0F: 2 clusters Score -1081898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1075359.125000 Penalty: 2956.362305
	Iteration 0F: 3 clusters Score -1075359 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1077431.375000 Penalty: 2956.362305
	Iteration 1F: 3 clusters Score -1077431 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1077705.250000 Penalty: 2956.362305
	Iteration 2F: 3 clusters Score -1077705 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1077939.500000 Penalty: 2956.362305
	Iteration 3F: 3 clusters Score -1077940 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1078167.500000 Penalty: 2956.362305
	Iteration 4Q: 3 clusters Score -1078168 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1078437.125000 Penalty: 2956.362305
	Iteration 5Q: 3 clusters Score -1078437 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1078736.500000 Penalty: 2956.362305
	Iteration 6F: 3 clusters Score -1078736 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1079060.250000 Penalty: 2956.362305
	Iteration 7Q: 3 clusters Score -1079060 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1079414.625000 Penalty: 2956.362305
	Iteration 8F: 3 clusters Score -1079415 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1079711.625000 Penalty: 2956.362305
	Iteration 9Q: 3 clusters Score -1079712 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1079977.875000 Penalty: 2956.362305
	Iteration 10Q: 3 clusters Score -1079978 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1080160.000000 Penalty: 2956.362305
	Iteration 11Q: 3 clusters Score -1080160 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1080292.125000 Penalty: 2956.362305
	Iteration 12Q: 3 clusters Score -1080292 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1080402.125000 Penalty: 2956.362305
	Iteration 13Q: 3 clusters Score -1080402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1080471.750000 Penalty: 2956.362305
	Iteration 14Q: 3 clusters Score -1080472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1080521.750000 Penalty: 2956.362305
	Iteration 15Q: 3 clusters Score -1080522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1080553.250000 Penalty: 2956.362305
	Iteration 16Q: 3 clusters Score -1080553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1080578.875000 Penalty: 2956.362305
	Iteration 17Q: 3 clusters Score -1080579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1080591.375000 Penalty: 2956.362305
	Iteration 18Q: 3 clusters Score -1080591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1080599.375000 Penalty: 2956.362305
	Iteration 19Q: 3 clusters Score -1080599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1080604.250000 Penalty: 2956.362305
	Iteration 20F: 3 clusters Score -1080604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1080615.500000 Penalty: 2956.362305
	Iteration 21Q: 3 clusters Score -1080616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1080623.750000 Penalty: 2956.362305
	Iteration 22Q: 3 clusters Score -1080624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1080629.500000 Penalty: 2956.362305
	Iteration 23Q: 3 clusters Score -1080630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1080633.625000 Penalty: 2956.362305
	Iteration 24Q: 3 clusters Score -1080634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1080640.625000 Penalty: 2956.362305
	Iteration 25Q: 3 clusters Score -1080641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1080649.625000 Penalty: 2956.362305
	Iteration 26Q: 3 clusters Score -1080650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1080656.250000 Penalty: 2956.362305
	Iteration 27Q: 3 clusters Score -1080656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1080658.750000 Penalty: 2956.362305
	Iteration 28Q: 3 clusters Score -1080659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1080659.250000 Penalty: 2956.362305
	Iteration 29Q: 3 clusters Score -1080659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1080659.250000 Penalty: 2956.362305
	Iteration 30F: 3 clusters Score -1080659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -226381.015625 Penalty: 1223.528564
	Iteration 0F: 2 clusters Score -226381 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 923 members 
Entering Unmasked Estep 
Score: -224405.250000 Penalty: 2447.057129
	Iteration 0F: 3 clusters Score -224405.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -224782.062500 Penalty: 2447.057129
	Iteration 1F: 3 clusters Score -224782.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -224869.531250 Penalty: 2447.057129
	Iteration 2F: 3 clusters Score -224869.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -224918.140625 Penalty: 2447.057129
	Iteration 3Q: 3 clusters Score -224918.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -224951.656250 Penalty: 2447.057129
	Iteration 4Q: 3 clusters Score -224951.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -224981.109375 Penalty: 2447.057129
	Iteration 5Q: 3 clusters Score -224981.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -224999.890625 Penalty: 2447.057129
	Iteration 6Q: 3 clusters Score -224999.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -225013.343750 Penalty: 2447.057129
	Iteration 7Q: 3 clusters Score -225013.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -225023.718750 Penalty: 2447.057129
	Iteration 8Q: 3 clusters Score -225023.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -225030.093750 Penalty: 2447.057129
	Iteration 9Q: 3 clusters Score -225030.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -225036.500000 Penalty: 2447.057129
	Iteration 10Q: 3 clusters Score -225036.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -225042.765625 Penalty: 2447.057129
	Iteration 11Q: 3 clusters Score -225042.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -225047.609375 Penalty: 2447.057129
	Iteration 12Q: 3 clusters Score -225047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -225051.875000 Penalty: 2447.057129
	Iteration 13Q: 3 clusters Score -225051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -225057.000000 Penalty: 2447.057129
	Iteration 14Q: 3 clusters Score -225057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -225063.015625 Penalty: 2447.057129
	Iteration 15Q: 3 clusters Score -225063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -225066.765625 Penalty: 2447.057129
	Iteration 16Q: 3 clusters Score -225066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -225070.171875 Penalty: 2447.057129
	Iteration 17Q: 3 clusters Score -225070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -225072.640625 Penalty: 2447.057129
	Iteration 18Q: 3 clusters Score -225072.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -225075.125000 Penalty: 2447.057129
	Iteration 19Q: 3 clusters Score -225075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -225076.281250 Penalty: 2447.057129
	Iteration 20F: 3 clusters Score -225076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -225076.812500 Penalty: 2447.057129
	Iteration 21Q: 3 clusters Score -225076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -225077.109375 Penalty: 2447.057129
	Iteration 22Q: 3 clusters Score -225077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -225077.109375 Penalty: 2447.057129
	Iteration 23F: 3 clusters Score -225077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -40551.226562 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -40551.23 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 207 members 
Entering Unmasked Estep 
Score: -39662.441406 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -39662.44 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39817.769531 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -39817.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39861.328125 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -39861.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39871.253906 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -39871.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39877.019531 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -39877.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39880.816406 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -39880.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39884.335938 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -39884.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39887.277344 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -39887.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39888.281250 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -39888.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39888.281250 Penalty: 1946.412354
	Iteration 9F: 3 clusters Score -39888.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Entering Unmasked Estep 
Score: -3726708.250000 Penalty: 1676.848511
	Iteration 0F: 2 clusters Score -3726708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3707208.500000 Penalty: 3353.697021
	Iteration 0F: 3 clusters Score -3707208 nChanged 13928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3714804.000000 Penalty: 3353.697021
	Iteration 1F: 3 clusters Score -3714804 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3715184.750000 Penalty: 3353.697021
	Iteration 2Q: 3 clusters Score -3715185 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3715577.000000 Penalty: 3353.697021
	Iteration 3Q: 3 clusters Score -3715577 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -3716068.750000 Penalty: 3353.697021
	Iteration 4Q: 3 clusters Score -3716069 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3716731.750000 Penalty: 3353.697021
	Iteration 5Q: 3 clusters Score -3716732 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3717879.000000 Penalty: 3353.697021
	Iteration 6F: 3 clusters Score -3717879 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3719572.000000 Penalty: 3353.697021
	Iteration 7F: 3 clusters Score -3719572 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3721557.000000 Penalty: 3353.697021
	Iteration 8F: 3 clusters Score -3721557 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3723277.750000 Penalty: 3353.697021
	Iteration 9F: 3 clusters Score -3723278 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3724355.250000 Penalty: 3353.697021
	Iteration 10Q: 3 clusters Score -3724355 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3724843.250000 Penalty: 3353.697021
	Iteration 11Q: 3 clusters Score -3724843 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -3725052.750000 Penalty: 3353.697021
	Iteration 12Q: 3 clusters Score -3725053 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3725153.250000 Penalty: 3353.697021
	Iteration 13Q: 3 clusters Score -3725153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -3725200.000000 Penalty: 3353.697021
	Iteration 14Q: 3 clusters Score -3725200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -3725224.750000 Penalty: 3353.697021
	Iteration 15Q: 3 clusters Score -3725225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3725238.000000 Penalty: 3353.697021
	Iteration 16Q: 3 clusters Score -3725238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -3725237.750000 Penalty: 3353.697021
	Iteration 17Q: 3 clusters Score -3725238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -3725250.500000 Penalty: 3353.697021
	Iteration 18Q: 3 clusters Score -3725250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3725256.250000 Penalty: 3353.697021
	Iteration 19Q: 3 clusters Score -3725256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3725263.000000 Penalty: 3353.697021
	Iteration 20F: 3 clusters Score -3725263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3725261.500000 Penalty: 3353.697021
	Iteration 21Q: 3 clusters Score -3725262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3725263.000000 Penalty: 3353.697021
	Iteration 22Q: 3 clusters Score -3725263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3725266.500000 Penalty: 3353.697021
	Iteration 23Q: 3 clusters Score -3725266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3725268.500000 Penalty: 3353.697021
	Iteration 24Q: 3 clusters Score -3725268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3725268.500000 Penalty: 3353.697021
	Iteration 25F: 3 clusters Score -3725268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Entering Unmasked Estep 
Score: -3100206.750000 Penalty: 1646.575562
	Iteration 0F: 2 clusters Score -3100207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3083511.500000 Penalty: 3293.151123
	Iteration 0F: 3 clusters Score -3083512 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3089645.250000 Penalty: 3293.151123
	Iteration 1F: 3 clusters Score -3089645 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3090039.000000 Penalty: 3293.151123
	Iteration 2Q: 3 clusters Score -3090039 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3090372.750000 Penalty: 3293.151123
	Iteration 3Q: 3 clusters Score -3090373 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3090712.000000 Penalty: 3293.151123
	Iteration 4Q: 3 clusters Score -3090712 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3091038.250000 Penalty: 3293.151123
	Iteration 5Q: 3 clusters Score -3091038 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3091449.250000 Penalty: 3293.151123
	Iteration 6Q: 3 clusters Score -3091449 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3091954.250000 Penalty: 3293.151123
	Iteration 7Q: 3 clusters Score -3091954 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3092600.500000 Penalty: 3293.151123
	Iteration 8Q: 3 clusters Score -3092600 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3093464.750000 Penalty: 3293.151123
	Iteration 9F: 3 clusters Score -3093465 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3094495.500000 Penalty: 3293.151123
	Iteration 10F: 3 clusters Score -3094496 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3095586.250000 Penalty: 3293.151123
	Iteration 11Q: 3 clusters Score -3095586 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3096519.500000 Penalty: 3293.151123
	Iteration 12Q: 3 clusters Score -3096520 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3097125.750000 Penalty: 3293.151123
	Iteration 13Q: 3 clusters Score -3097126 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3097587.250000 Penalty: 3293.151123
	Iteration 14Q: 3 clusters Score -3097587 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3097883.750000 Penalty: 3293.151123
	Iteration 15Q: 3 clusters Score -3097884 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3098094.000000 Penalty: 3293.151123
	Iteration 16Q: 3 clusters Score -3098094 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3098278.500000 Penalty: 3293.151123
	Iteration 17Q: 3 clusters Score -3098278 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3098409.750000 Penalty: 3293.151123
	Iteration 18Q: 3 clusters Score -3098410 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3098493.750000 Penalty: 3293.151123
	Iteration 19Q: 3 clusters Score -3098494 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3098553.000000 Penalty: 3293.151123
	Iteration 20F: 3 clusters Score -3098553 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3098621.000000 Penalty: 3293.151123
	Iteration 21Q: 3 clusters Score -3098621 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3098672.000000 Penalty: 3293.151123
	Iteration 22Q: 3 clusters Score -3098672 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3098729.000000 Penalty: 3293.151123
	Iteration 23Q: 3 clusters Score -3098729 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3098767.500000 Penalty: 3293.151123
	Iteration 24Q: 3 clusters Score -3098768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3098794.500000 Penalty: 3293.151123
	Iteration 25Q: 3 clusters Score -3098794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3098825.250000 Penalty: 3293.151123
	Iteration 26Q: 3 clusters Score -3098825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3098846.250000 Penalty: 3293.151123
	Iteration 27Q: 3 clusters Score -3098846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3098859.750000 Penalty: 3293.151123
	Iteration 28Q: 3 clusters Score -3098860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3098864.750000 Penalty: 3293.151123
	Iteration 29Q: 3 clusters Score -3098865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3098869.500000 Penalty: 3293.151123
	Iteration 30Q: 3 clusters Score -3098870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3098875.500000 Penalty: 3293.151123
	Iteration 31Q: 3 clusters Score -3098876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3098879.250000 Penalty: 3293.151123
	Iteration 32Q: 3 clusters Score -3098879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3098895.500000 Penalty: 3293.151123
	Iteration 33Q: 3 clusters Score -3098896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3098894.250000 Penalty: 3293.151123
	Iteration 34Q: 3 clusters Score -3098894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3098900.000000 Penalty: 3293.151123
	Iteration 35Q: 3 clusters Score -3098900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3098899.500000 Penalty: 3293.151123
	Iteration 36Q: 3 clusters Score -3098900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3098902.750000 Penalty: 3293.151123
	Iteration 37Q: 3 clusters Score -3098903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3098902.500000 Penalty: 3293.151123
	Iteration 38Q: 3 clusters Score -3098902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3098896.000000 Penalty: 3293.151123
	Iteration 39Q: 3 clusters Score -3098896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3098902.250000 Penalty: 3293.151123
	Iteration 40F: 3 clusters Score -3098902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3098905.000000 Penalty: 3293.151123
	Iteration 41Q: 3 clusters Score -3098905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3098905.000000 Penalty: 3293.151123
	Iteration 42F: 3 clusters Score -3098905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -171644.531250 Penalty: 1188.614868
	Iteration 0F: 2 clusters Score -171644.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -169908.984375 Penalty: 2377.229736
	Iteration 0F: 3 clusters Score -169909 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -170318.218750 Penalty: 2377.229736
	Iteration 1F: 3 clusters Score -170318.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -170462.453125 Penalty: 2377.229736
	Iteration 2F: 3 clusters Score -170462.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -170553.687500 Penalty: 2377.229736
	Iteration 3F: 3 clusters Score -170553.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -170616.468750 Penalty: 2377.229736
	Iteration 4Q: 3 clusters Score -170616.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -170652.859375 Penalty: 2377.229736
	Iteration 5Q: 3 clusters Score -170652.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -170694.640625 Penalty: 2377.229736
	Iteration 6Q: 3 clusters Score -170694.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -170726.343750 Penalty: 2377.229736
	Iteration 7Q: 3 clusters Score -170726.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -170749.484375 Penalty: 2377.229736
	Iteration 8Q: 3 clusters Score -170749.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -170769.593750 Penalty: 2377.229736
	Iteration 9Q: 3 clusters Score -170769.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -170786.937500 Penalty: 2377.229736
	Iteration 10Q: 3 clusters Score -170786.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -170802.093750 Penalty: 2377.229736
	Iteration 11Q: 3 clusters Score -170802.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -170816.484375 Penalty: 2377.229736
	Iteration 12Q: 3 clusters Score -170816.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -170832.781250 Penalty: 2377.229736
	Iteration 13Q: 3 clusters Score -170832.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -170843.203125 Penalty: 2377.229736
	Iteration 14Q: 3 clusters Score -170843.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -170850.500000 Penalty: 2377.229736
	Iteration 15Q: 3 clusters Score -170850.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -170856.171875 Penalty: 2377.229736
	Iteration 16Q: 3 clusters Score -170856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -170858.843750 Penalty: 2377.229736
	Iteration 17Q: 3 clusters Score -170858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -170862.406250 Penalty: 2377.229736
	Iteration 18Q: 3 clusters Score -170862.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -170868.078125 Penalty: 2377.229736
	Iteration 19Q: 3 clusters Score -170868.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -170873.203125 Penalty: 2377.229736
	Iteration 20F: 3 clusters Score -170873.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -170876.828125 Penalty: 2377.229736
	Iteration 21Q: 3 clusters Score -170876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -170878.359375 Penalty: 2377.229736
	Iteration 22Q: 3 clusters Score -170878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -170880.703125 Penalty: 2377.229736
	Iteration 23Q: 3 clusters Score -170880.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -170881.343750 Penalty: 2377.229736
	Iteration 24Q: 3 clusters Score -170881.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -170882.453125 Penalty: 2377.229736
	Iteration 25Q: 3 clusters Score -170882.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -170883.000000 Penalty: 2377.229736
	Iteration 26Q: 3 clusters Score -170883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -170883.187500 Penalty: 2377.229736
	Iteration 27Q: 3 clusters Score -170883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -170884.562500 Penalty: 2377.229736
	Iteration 28Q: 3 clusters Score -170884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -170885.359375 Penalty: 2377.229736
	Iteration 29Q: 3 clusters Score -170885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -170887.906250 Penalty: 2377.229736
	Iteration 30Q: 3 clusters Score -170887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -170889.437500 Penalty: 2377.229736
	Iteration 31Q: 3 clusters Score -170889.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -170890.750000 Penalty: 2377.229736
	Iteration 32Q: 3 clusters Score -170890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -170891.140625 Penalty: 2377.229736
	Iteration 33Q: 3 clusters Score -170891.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -170891.140625 Penalty: 2377.229736
	Iteration 34F: 3 clusters Score -170891.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39781 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32920 members 
Mstep: Class 12 contains 30997 members 
Mstep: Class 13 contains 8924 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30305 members 
Mstep: Class 22 contains 25154 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441334.000000 Penalty: 27982.333984
Iteration 199Q: 15 clusters Score -2.644133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39780 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32921 members 
Mstep: Class 12 contains 30995 members 
Mstep: Class 13 contains 8926 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30304 members 
Mstep: Class 22 contains 25155 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441350.000000 Penalty: 27982.333984
Iteration 200F: 15 clusters Score -2.644135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39779 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 32919 members 
Mstep: Class 12 contains 30994 members 
Mstep: Class 13 contains 8926 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30306 members 
Mstep: Class 22 contains 25156 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441344.000000 Penalty: 27982.333984
Iteration 201Q: 15 clusters Score -2.644134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39779 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26581 members 
Mstep: Class 11 contains 32918 members 
Mstep: Class 12 contains 30993 members 
Mstep: Class 13 contains 8926 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30307 members 
Mstep: Class 22 contains 25156 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441340.000000 Penalty: 27982.333984
Iteration 202Q: 15 clusters Score -2.644134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39781 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26582 members 
Mstep: Class 11 contains 32916 members 
Mstep: Class 12 contains 30992 members 
Mstep: Class 13 contains 8928 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30305 members 
Mstep: Class 22 contains 25156 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441350.000000 Penalty: 27982.333984
Iteration 203Q: 15 clusters Score -2.644135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39782 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26581 members 
Mstep: Class 11 contains 32914 members 
Mstep: Class 12 contains 30993 members 
Mstep: Class 13 contains 8930 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30304 members 
Mstep: Class 22 contains 25156 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441338.000000 Penalty: 27982.333984
Iteration 204Q: 15 clusters Score -2.644134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39783 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26582 members 
Mstep: Class 11 contains 32913 members 
Mstep: Class 12 contains 30992 members 
Mstep: Class 13 contains 8932 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30302 members 
Mstep: Class 22 contains 25156 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441338.000000 Penalty: 27982.333984
Iteration 205Q: 15 clusters Score -2.644134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39783 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26582 members 
Mstep: Class 11 contains 32911 members 
Mstep: Class 12 contains 30993 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30304 members 
Mstep: Class 22 contains 25156 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441350.000000 Penalty: 27982.333984
Iteration 206Q: 15 clusters Score -2.644135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39783 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32909 members 
Mstep: Class 12 contains 30995 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30307 members 
Mstep: Class 22 contains 25156 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441348.000000 Penalty: 27982.333984
Iteration 207Q: 15 clusters Score -2.644135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39784 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32907 members 
Mstep: Class 12 contains 30994 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30306 members 
Mstep: Class 22 contains 25157 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441344.000000 Penalty: 27982.333984
Iteration 208Q: 15 clusters Score -2.644134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39784 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 32906 members 
Mstep: Class 12 contains 30994 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30306 members 
Mstep: Class 22 contains 25157 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441352.000000 Penalty: 27982.333984
Iteration 209Q: 15 clusters Score -2.644135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39784 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26581 members 
Mstep: Class 11 contains 32905 members 
Mstep: Class 12 contains 30994 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30305 members 
Mstep: Class 22 contains 25157 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441352.000000 Penalty: 27982.333984
Iteration 210Q: 15 clusters Score -2.644135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39785 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26583 members 
Mstep: Class 11 contains 32903 members 
Mstep: Class 12 contains 30994 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30304 members 
Mstep: Class 22 contains 25157 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441356.000000 Penalty: 27982.333984
Iteration 211Q: 15 clusters Score -2.644136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39786 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26581 members 
Mstep: Class 11 contains 32903 members 
Mstep: Class 12 contains 30994 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30304 members 
Mstep: Class 22 contains 25157 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441354.000000 Penalty: 27982.333984
Iteration 212Q: 15 clusters Score -2.644135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39786 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 32903 members 
Mstep: Class 12 contains 30994 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30304 members 
Mstep: Class 22 contains 25157 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441366.000000 Penalty: 27982.333984
Iteration 213Q: 15 clusters Score -2.644137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 39786 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 32903 members 
Mstep: Class 12 contains 30994 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 19 contains 399 members 
Mstep: Class 21 contains 30304 members 
Mstep: Class 22 contains 25157 members 
Mstep: Class 24 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441366.000000 Penalty: 27982.333984
Iteration 214F: 15 clusters Score -2.644137e+07 nChanged 0
Entering ConstructFrom: 
Score: -26441366.000000 Penalty: 27982.333984
Entering ConstructFrom: 
Trying to split cluster 1 (19133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Entering Unmasked Estep 
Score: -2275713.250000 Penalty: 1602.115112
	Iteration 0F: 2 clusters Score -2275713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2262765.250000 Penalty: 3204.230225
	Iteration 0F: 3 clusters Score -2262765 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2267353.500000 Penalty: 3204.230225
	Iteration 1F: 3 clusters Score -2267354 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2267805.000000 Penalty: 3204.230225
	Iteration 2F: 3 clusters Score -2267805 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2268342.250000 Penalty: 3204.230225
	Iteration 3F: 3 clusters Score -2268342 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2269018.250000 Penalty: 3204.230225
	Iteration 4F: 3 clusters Score -2269018 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2269885.500000 Penalty: 3204.230225
	Iteration 5F: 3 clusters Score -2269886 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2270862.750000 Penalty: 3204.230225
	Iteration 6F: 3 clusters Score -2270863 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2271776.000000 Penalty: 3204.230225
	Iteration 7F: 3 clusters Score -2271776 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2272495.500000 Penalty: 3204.230225
	Iteration 8F: 3 clusters Score -2272496 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2273053.750000 Penalty: 3204.230225
	Iteration 9Q: 3 clusters Score -2273054 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2273482.750000 Penalty: 3204.230225
	Iteration 10Q: 3 clusters Score -2273483 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2273813.500000 Penalty: 3204.230225
	Iteration 11Q: 3 clusters Score -2273814 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2274102.750000 Penalty: 3204.230225
	Iteration 12Q: 3 clusters Score -2274103 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2274322.250000 Penalty: 3204.230225
	Iteration 13Q: 3 clusters Score -2274322 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2274433.500000 Penalty: 3204.230225
	Iteration 14Q: 3 clusters Score -2274434 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2274500.250000 Penalty: 3204.230225
	Iteration 15Q: 3 clusters Score -2274500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2274534.250000 Penalty: 3204.230225
	Iteration 16Q: 3 clusters Score -2274534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2274586.500000 Penalty: 3204.230225
	Iteration 17Q: 3 clusters Score -2274586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2274621.500000 Penalty: 3204.230225
	Iteration 18Q: 3 clusters Score -2274622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2274655.000000 Penalty: 3204.230225
	Iteration 19Q: 3 clusters Score -2274655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2274686.750000 Penalty: 3204.230225
	Iteration 20F: 3 clusters Score -2274687 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2274714.500000 Penalty: 3204.230225
	Iteration 21Q: 3 clusters Score -2274714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2274739.000000 Penalty: 3204.230225
	Iteration 22Q: 3 clusters Score -2274739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2274762.250000 Penalty: 3204.230225
	Iteration 23Q: 3 clusters Score -2274762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2274784.750000 Penalty: 3204.230225
	Iteration 24Q: 3 clusters Score -2274785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2274799.500000 Penalty: 3204.230225
	Iteration 25Q: 3 clusters Score -2274800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2274808.750000 Penalty: 3204.230225
	Iteration 26Q: 3 clusters Score -2274809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2274820.750000 Penalty: 3204.230225
	Iteration 27Q: 3 clusters Score -2274821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2274828.750000 Penalty: 3204.230225
	Iteration 28Q: 3 clusters Score -2274829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2274834.500000 Penalty: 3204.230225
	Iteration 29Q: 3 clusters Score -2274834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2274834.500000 Penalty: 3204.230225
	Iteration 30Q: 3 clusters Score -2274834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2274840.500000 Penalty: 3204.230225
	Iteration 31Q: 3 clusters Score -2274840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2274842.000000 Penalty: 3204.230225
	Iteration 32Q: 3 clusters Score -2274842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2274845.750000 Penalty: 3204.230225
	Iteration 33Q: 3 clusters Score -2274846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2274846.750000 Penalty: 3204.230225
	Iteration 34Q: 3 clusters Score -2274847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2274850.250000 Penalty: 3204.230225
	Iteration 35Q: 3 clusters Score -2274850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2274850.250000 Penalty: 3204.230225
	Iteration 36Q: 3 clusters Score -2274850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2274851.250000 Penalty: 3204.230225
	Iteration 37Q: 3 clusters Score -2274851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2274853.250000 Penalty: 3204.230225
	Iteration 38Q: 3 clusters Score -2274853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2274853.250000 Penalty: 3204.230225
	Iteration 39F: 3 clusters Score -2274853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -53331.648438 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -53331.65 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 161 members 
Entering Unmasked Estep 
Score: -52402.425781 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -52402.43 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52501.414062 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -52501.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52523.281250 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -52523.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52530.453125 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -52530.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52535.222656 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -52535.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52535.222656 Penalty: 1881.737183
	Iteration 5F: 3 clusters Score -52535.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -190934.812500 Penalty: 1203.984619
	Iteration 0F: 2 clusters Score -190934.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -189066.843750 Penalty: 2407.969238
	Iteration 0F: 3 clusters Score -189066.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -189458.421875 Penalty: 2407.969238
	Iteration 1F: 3 clusters Score -189458.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -189566.218750 Penalty: 2407.969238
	Iteration 2F: 3 clusters Score -189566.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -189622.890625 Penalty: 2407.969238
	Iteration 3Q: 3 clusters Score -189622.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -189666.375000 Penalty: 2407.969238
	Iteration 4Q: 3 clusters Score -189666.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -189695.703125 Penalty: 2407.969238
	Iteration 5Q: 3 clusters Score -189695.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -189724.984375 Penalty: 2407.969238
	Iteration 6Q: 3 clusters Score -189725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -189767.046875 Penalty: 2407.969238
	Iteration 7Q: 3 clusters Score -189767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -189804.312500 Penalty: 2407.969238
	Iteration 8Q: 3 clusters Score -189804.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -189845.484375 Penalty: 2407.969238
	Iteration 9Q: 3 clusters Score -189845.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -189883.500000 Penalty: 2407.969238
	Iteration 10Q: 3 clusters Score -189883.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -189915.593750 Penalty: 2407.969238
	Iteration 11Q: 3 clusters Score -189915.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -189948.812500 Penalty: 2407.969238
	Iteration 12Q: 3 clusters Score -189948.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -189980.437500 Penalty: 2407.969238
	Iteration 13Q: 3 clusters Score -189980.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -190015.671875 Penalty: 2407.969238
	Iteration 14Q: 3 clusters Score -190015.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -190044.671875 Penalty: 2407.969238
	Iteration 15Q: 3 clusters Score -190044.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -190063.140625 Penalty: 2407.969238
	Iteration 16Q: 3 clusters Score -190063.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -190078.781250 Penalty: 2407.969238
	Iteration 17Q: 3 clusters Score -190078.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -190110.046875 Penalty: 2407.969238
	Iteration 18Q: 3 clusters Score -190110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -190145.093750 Penalty: 2407.969238
	Iteration 19Q: 3 clusters Score -190145.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -190179.234375 Penalty: 2407.969238
	Iteration 20F: 3 clusters Score -190179.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -190202.812500 Penalty: 2407.969238
	Iteration 21Q: 3 clusters Score -190202.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -190214.250000 Penalty: 2407.969238
	Iteration 22Q: 3 clusters Score -190214.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -190220.656250 Penalty: 2407.969238
	Iteration 23Q: 3 clusters Score -190220.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -190225.484375 Penalty: 2407.969238
	Iteration 24Q: 3 clusters Score -190225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -190234.468750 Penalty: 2407.969238
	Iteration 25Q: 3 clusters Score -190234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -190243.578125 Penalty: 2407.969238
	Iteration 26Q: 3 clusters Score -190243.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -190263.984375 Penalty: 2407.969238
	Iteration 27Q: 3 clusters Score -190264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190278.015625 Penalty: 2407.969238
	Iteration 28Q: 3 clusters Score -190278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -190287.593750 Penalty: 2407.969238
	Iteration 29Q: 3 clusters Score -190287.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -190294.921875 Penalty: 2407.969238
	Iteration 30Q: 3 clusters Score -190294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -190296.312500 Penalty: 2407.969238
	Iteration 31Q: 3 clusters Score -190296.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -190296.312500 Penalty: 2407.969238
	Iteration 32F: 3 clusters Score -190296.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Entering Unmasked Estep 
Score: -4955578.000000 Penalty: 1721.081421
	Iteration 0F: 2 clusters Score -4955578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4935216.000000 Penalty: 3442.162842
	Iteration 0F: 3 clusters Score -4935216 nChanged 18480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4945505.500000 Penalty: 3442.162842
	Iteration 1F: 3 clusters Score -4945506 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4946103.500000 Penalty: 3442.162842
	Iteration 2Q: 3 clusters Score -4946104 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -4946758.500000 Penalty: 3442.162842
	Iteration 3Q: 3 clusters Score -4946758 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -4947406.500000 Penalty: 3442.162842
	Iteration 4Q: 3 clusters Score -4947406 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -4948182.000000 Penalty: 3442.162842
	Iteration 5F: 3 clusters Score -4948182 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -4948988.000000 Penalty: 3442.162842
	Iteration 6F: 3 clusters Score -4948988 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -4949819.500000 Penalty: 3442.162842
	Iteration 7F: 3 clusters Score -4949820 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -4950604.000000 Penalty: 3442.162842
	Iteration 8F: 3 clusters Score -4950604 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -4951229.000000 Penalty: 3442.162842
	Iteration 9F: 3 clusters Score -4951229 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -4951610.500000 Penalty: 3442.162842
	Iteration 10Q: 3 clusters Score -4951610 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -4951881.500000 Penalty: 3442.162842
	Iteration 11Q: 3 clusters Score -4951882 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -4952045.000000 Penalty: 3442.162842
	Iteration 12Q: 3 clusters Score -4952045 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -4952137.000000 Penalty: 3442.162842
	Iteration 13Q: 3 clusters Score -4952137 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -4952242.500000 Penalty: 3442.162842
	Iteration 14Q: 3 clusters Score -4952242 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -4952321.500000 Penalty: 3442.162842
	Iteration 15Q: 3 clusters Score -4952322 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4952394.500000 Penalty: 3442.162842
	Iteration 16Q: 3 clusters Score -4952394 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -4952459.000000 Penalty: 3442.162842
	Iteration 17Q: 3 clusters Score -4952459 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4952528.500000 Penalty: 3442.162842
	Iteration 18Q: 3 clusters Score -4952528 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -4952582.000000 Penalty: 3442.162842
	Iteration 19Q: 3 clusters Score -4952582 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -4952631.000000 Penalty: 3442.162842
	Iteration 20F: 3 clusters Score -4952631 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -4952666.500000 Penalty: 3442.162842
	Iteration 21Q: 3 clusters Score -4952666 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -4952721.500000 Penalty: 3442.162842
	Iteration 22Q: 3 clusters Score -4952722 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -4952759.000000 Penalty: 3442.162842
	Iteration 23Q: 3 clusters Score -4952759 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -4952806.500000 Penalty: 3442.162842
	Iteration 24Q: 3 clusters Score -4952806 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -4952833.000000 Penalty: 3442.162842
	Iteration 25Q: 3 clusters Score -4952833 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -4952857.000000 Penalty: 3442.162842
	Iteration 26Q: 3 clusters Score -4952857 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4952899.000000 Penalty: 3442.162842
	Iteration 27Q: 3 clusters Score -4952899 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -4952937.500000 Penalty: 3442.162842
	Iteration 28Q: 3 clusters Score -4952938 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4952939.500000 Penalty: 3442.162842
	Iteration 29Q: 3 clusters Score -4952940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4952981.500000 Penalty: 3442.162842
	Iteration 30Q: 3 clusters Score -4952982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -4952996.500000 Penalty: 3442.162842
	Iteration 31Q: 3 clusters Score -4952996 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -4953016.500000 Penalty: 3442.162842
	Iteration 32Q: 3 clusters Score -4953016 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -4953052.500000 Penalty: 3442.162842
	Iteration 33Q: 3 clusters Score -4953052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -4953082.000000 Penalty: 3442.162842
	Iteration 34Q: 3 clusters Score -4953082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -4953076.500000 Penalty: 3442.162842
	Iteration 35Q: 3 clusters Score -4953076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -4953092.500000 Penalty: 3442.162842
	Iteration 36Q: 3 clusters Score -4953092 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -4953086.500000 Penalty: 3442.162842
	Iteration 37Q: 3 clusters Score -4953086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -4953100.500000 Penalty: 3442.162842
	Iteration 38Q: 3 clusters Score -4953100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -4953115.000000 Penalty: 3442.162842
	Iteration 39Q: 3 clusters Score -4953115 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -4953120.000000 Penalty: 3442.162842
	Iteration 40F: 3 clusters Score -4953120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -4953122.500000 Penalty: 3442.162842
	Iteration 41Q: 3 clusters Score -4953122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -4953136.500000 Penalty: 3442.162842
	Iteration 42Q: 3 clusters Score -4953136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4953144.500000 Penalty: 3442.162842
	Iteration 43Q: 3 clusters Score -4953144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -4953163.500000 Penalty: 3442.162842
	Iteration 44Q: 3 clusters Score -4953164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -4953163.000000 Penalty: 3442.162842
	Iteration 45Q: 3 clusters Score -4953163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -4953162.500000 Penalty: 3442.162842
	Iteration 46Q: 3 clusters Score -4953162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -4953160.500000 Penalty: 3442.162842
	Iteration 47Q: 3 clusters Score -4953160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4953181.500000 Penalty: 3442.162842
	Iteration 48Q: 3 clusters Score -4953182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -4953195.000000 Penalty: 3442.162842
	Iteration 49Q: 3 clusters Score -4953195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -4953185.500000 Penalty: 3442.162842
	Iteration 50Q: 3 clusters Score -4953186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -4953181.500000 Penalty: 3442.162842
	Iteration 51Q: 3 clusters Score -4953182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -4953178.500000 Penalty: 3442.162842
	Iteration 52Q: 3 clusters Score -4953178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -4953177.000000 Penalty: 3442.162842
	Iteration 53Q: 3 clusters Score -4953177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -4953177.500000 Penalty: 3442.162842
	Iteration 54Q: 3 clusters Score -4953178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4953179.000000 Penalty: 3442.162842
	Iteration 55Q: 3 clusters Score -4953179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4953176.500000 Penalty: 3442.162842
	Iteration 56Q: 3 clusters Score -4953176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -4953175.000000 Penalty: 3442.162842
	Iteration 57Q: 3 clusters Score -4953175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4953174.000000 Penalty: 3442.162842
	Iteration 58Q: 3 clusters Score -4953174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -4953169.000000 Penalty: 3442.162842
	Iteration 59Q: 3 clusters Score -4953169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4953167.000000 Penalty: 3442.162842
	Iteration 60F: 3 clusters Score -4953167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -4953162.500000 Penalty: 3442.162842
	Iteration 61Q: 3 clusters Score -4953162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4953174.500000 Penalty: 3442.162842
	Iteration 62Q: 3 clusters Score -4953174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4953174.500000 Penalty: 3442.162842
	Iteration 63Q: 3 clusters Score -4953174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4953180.000000 Penalty: 3442.162842
	Iteration 64Q: 3 clusters Score -4953180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -4953186.000000 Penalty: 3442.162842
	Iteration 65Q: 3 clusters Score -4953186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4953179.000000 Penalty: 3442.162842
	Iteration 66Q: 3 clusters Score -4953179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -4953176.000000 Penalty: 3442.162842
	Iteration 67Q: 3 clusters Score -4953176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -4953175.000000 Penalty: 3442.162842
	Iteration 68Q: 3 clusters Score -4953175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -4953178.500000 Penalty: 3442.162842
	Iteration 69Q: 3 clusters Score -4953178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -4953175.500000 Penalty: 3442.162842
	Iteration 70Q: 3 clusters Score -4953176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -4953178.000000 Penalty: 3442.162842
	Iteration 71Q: 3 clusters Score -4953178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -4953179.000000 Penalty: 3442.162842
	Iteration 72Q: 3 clusters Score -4953179 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -4953182.000000 Penalty: 3442.162842
	Iteration 73Q: 3 clusters Score -4953182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4953182.000000 Penalty: 3442.162842
	Iteration 74Q: 3 clusters Score -4953182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -4953177.500000 Penalty: 3442.162842
	Iteration 75Q: 3 clusters Score -4953178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -4953181.500000 Penalty: 3442.162842
	Iteration 76Q: 3 clusters Score -4953182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -4953184.500000 Penalty: 3442.162842
	Iteration 77Q: 3 clusters Score -4953184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -4953187.000000 Penalty: 3442.162842
	Iteration 78Q: 3 clusters Score -4953187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -4953182.000000 Penalty: 3442.162842
	Iteration 79Q: 3 clusters Score -4953182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4953183.500000 Penalty: 3442.162842
	Iteration 80F: 3 clusters Score -4953184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4953186.500000 Penalty: 3442.162842
	Iteration 81Q: 3 clusters Score -4953186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -4953172.000000 Penalty: 3442.162842
	Iteration 82Q: 3 clusters Score -4953172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -4953179.500000 Penalty: 3442.162842
	Iteration 83Q: 3 clusters Score -4953180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -4953174.500000 Penalty: 3442.162842
	Iteration 84Q: 3 clusters Score -4953174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -4953170.500000 Penalty: 3442.162842
	Iteration 85Q: 3 clusters Score -4953170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -4953179.000000 Penalty: 3442.162842
	Iteration 86Q: 3 clusters Score -4953179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -4953191.500000 Penalty: 3442.162842
	Iteration 87Q: 3 clusters Score -4953192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -4953216.000000 Penalty: 3442.162842
	Iteration 88Q: 3 clusters Score -4953216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -4953221.000000 Penalty: 3442.162842
	Iteration 89Q: 3 clusters Score -4953221 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -4953226.000000 Penalty: 3442.162842
	Iteration 90Q: 3 clusters Score -4953226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4953219.000000 Penalty: 3442.162842
	Iteration 91Q: 3 clusters Score -4953219 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -4953226.500000 Penalty: 3442.162842
	Iteration 92Q: 3 clusters Score -4953226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4953220.500000 Penalty: 3442.162842
	Iteration 93Q: 3 clusters Score -4953220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -4953218.000000 Penalty: 3442.162842
	Iteration 94Q: 3 clusters Score -4953218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -4953220.000000 Penalty: 3442.162842
	Iteration 95Q: 3 clusters Score -4953220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4953215.500000 Penalty: 3442.162842
	Iteration 96Q: 3 clusters Score -4953216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -4953224.500000 Penalty: 3442.162842
	Iteration 97Q: 3 clusters Score -4953224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -4953239.000000 Penalty: 3442.162842
	Iteration 98Q: 3 clusters Score -4953239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4953235.000000 Penalty: 3442.162842
	Iteration 99Q: 3 clusters Score -4953235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -4953244.000000 Penalty: 3442.162842
	Iteration 100F: 3 clusters Score -4953244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -4953259.500000 Penalty: 3442.162842
	Iteration 101Q: 3 clusters Score -4953260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -4953260.000000 Penalty: 3442.162842
	Iteration 102Q: 3 clusters Score -4953260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -4953258.500000 Penalty: 3442.162842
	Iteration 103Q: 3 clusters Score -4953258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -4953265.000000 Penalty: 3442.162842
	Iteration 104Q: 3 clusters Score -4953265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -4953260.500000 Penalty: 3442.162842
	Iteration 105Q: 3 clusters Score -4953260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -4953262.000000 Penalty: 3442.162842
	Iteration 106Q: 3 clusters Score -4953262 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4953260 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -4953267.000000 Penalty: 3442.162842
	Iteration 108Q: 3 clusters Score -4953267 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -4953273.000000 Penalty: 3442.162842
	Iteration 109Q: 3 clusters Score -4953273 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -4953270.000000 Penalty: 3442.162842
	Iteration 110Q: 3 clusters Score -4953270 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -4953257.000000 Penalty: 3442.162842
	Iteration 111Q: 3 clusters Score -4953257 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4953268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4953254.500000 Penalty: 3442.162842
	Iteration 113Q: 3 clusters Score -4953254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4953263.500000 Penalty: 3442.162842
	Iteration 114Q: 3 clusters Score -4953264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4953279.000000 Penalty: 3442.162842
	Iteration 115Q: 3 clusters Score -4953279 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4953279 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -4953276.000000 Penalty: 3442.162842
	Iteration 117Q: 3 clusters Score -4953276 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -4953258.000000 Penalty: 3442.162842
	Iteration 118Q: 3 clusters Score -4953258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -4953271.000000 Penalty: 3442.162842
	Iteration 119Q: 3 clusters Score -4953271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -4953259.500000 Penalty: 3442.162842
	Iteration 120F: 3 clusters Score -4953260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -4953253.000000 Penalty: 3442.162842
	Iteration 121Q: 3 clusters Score -4953253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -4953257.500000 Penalty: 3442.162842
	Iteration 122Q: 3 clusters Score -4953258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4953270.500000 Penalty: 3442.162842
	Iteration 123Q: 3 clusters Score -4953270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -4953275.000000 Penalty: 3442.162842
	Iteration 124Q: 3 clusters Score -4953275 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -4953273.000000 Penalty: 3442.162842
	Iteration 125Q: 3 clusters Score -4953273 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15653 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4953276 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953283.500000 Penalty: 3442.162842
	Iteration 127Q: 3 clusters Score -4953284 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15633 members 
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Entering Unmasked Estep 
Score: -4953289.500000 Penalty: 3442.162842
	Iteration 128Q: 3 clusters Score -4953290 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953295.000000 Penalty: 3442.162842
	Iteration 129Q: 3 clusters Score -4953295 nChanged 48
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953308.500000 Penalty: 3442.162842
	Iteration 130Q: 3 clusters Score -4953308 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15631 members 
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Entering Unmasked Estep 
Score: -4953304.500000 Penalty: 3442.162842
	Iteration 131Q: 3 clusters Score -4953304 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15629 members 
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Entering Unmasked Estep 
Score: -4953295.500000 Penalty: 3442.162842
	Iteration 132Q: 3 clusters Score -4953296 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15635 members 
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Entering Unmasked Estep 
Score: -4953306.500000 Penalty: 3442.162842
	Iteration 133Q: 3 clusters Score -4953306 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953292.000000 Penalty: 3442.162842
	Iteration 134Q: 3 clusters Score -4953292 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -4953308.000000 Penalty: 3442.162842
	Iteration 135Q: 3 clusters Score -4953308 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953320.500000 Penalty: 3442.162842
	Iteration 136Q: 3 clusters Score -4953320 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4953306 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953305.000000 Penalty: 3442.162842
	Iteration 138Q: 3 clusters Score -4953305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -4953313.000000 Penalty: 3442.162842
	Iteration 139Q: 3 clusters Score -4953313 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -4953309.500000 Penalty: 3442.162842
	Iteration 140F: 3 clusters Score -4953310 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953301.000000 Penalty: 3442.162842
	Iteration 141Q: 3 clusters Score -4953301 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953303.000000 Penalty: 3442.162842
	Iteration 142Q: 3 clusters Score -4953303 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4953306 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953298.500000 Penalty: 3442.162842
	Iteration 144Q: 3 clusters Score -4953298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -4953299.000000 Penalty: 3442.162842
	Iteration 145Q: 3 clusters Score -4953299 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953302.000000 Penalty: 3442.162842
	Iteration 146Q: 3 clusters Score -4953302 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -4953309.000000 Penalty: 3442.162842
	Iteration 147Q: 3 clusters Score -4953309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -4953318.000000 Penalty: 3442.162842
	Iteration 148Q: 3 clusters Score -4953318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -4953306.500000 Penalty: 3442.162842
	Iteration 149Q: 3 clusters Score -4953306 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -4953313.000000 Penalty: 3442.162842
	Iteration 150Q: 3 clusters Score -4953313 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -4953313.500000 Penalty: 3442.162842
	Iteration 151Q: 3 clusters Score -4953314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -4953314.500000 Penalty: 3442.162842
	Iteration 152Q: 3 clusters Score -4953314 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953309.500000 Penalty: 3442.162842
	Iteration 153Q: 3 clusters Score -4953310 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953296.000000 Penalty: 3442.162842
	Iteration 154Q: 3 clusters Score -4953296 nChanged 40
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4953300 nChanged 41
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4953298 nChanged 46
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Entering Unmasked Estep 
Score: -4953316.500000 Penalty: 3442.162842
	Iteration 157Q: 3 clusters Score -4953316 nChanged 45
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953321.500000 Penalty: 3442.162842
	Iteration 158Q: 3 clusters Score -4953322 nChanged 49
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Entering Unmasked Estep 
Score: -4953329.500000 Penalty: 3442.162842
	Iteration 159Q: 3 clusters Score -4953330 nChanged 52
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953329.000000 Penalty: 3442.162842
	Iteration 160F: 3 clusters Score -4953329 nChanged 45
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953332.500000 Penalty: 3442.162842
	Iteration 161Q: 3 clusters Score -4953332 nChanged 51
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953338.000000 Penalty: 3442.162842
	Iteration 162Q: 3 clusters Score -4953338 nChanged 65
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Entering Unmasked Estep 
Score: -4953330.500000 Penalty: 3442.162842
	Iteration 163Q: 3 clusters Score -4953330 nChanged 53
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Entering Unmasked Estep 
Score: -4953336.000000 Penalty: 3442.162842
	Iteration 164Q: 3 clusters Score -4953336 nChanged 48
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Entering Unmasked Estep 
Score: -4953346.500000 Penalty: 3442.162842
	Iteration 165Q: 3 clusters Score -4953346 nChanged 39
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Entering Unmasked Estep 
Score: -4953361.500000 Penalty: 3442.162842
	Iteration 166Q: 3 clusters Score -4953362 nChanged 43
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953363.500000 Penalty: 3442.162842
	Iteration 167Q: 3 clusters Score -4953364 nChanged 35
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Entering Unmasked Estep 
Score: -4953358.000000 Penalty: 3442.162842
	Iteration 168Q: 3 clusters Score -4953358 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4953349.000000 Penalty: 3442.162842
	Iteration 169Q: 3 clusters Score -4953349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -4953351.000000 Penalty: 3442.162842
	Iteration 170Q: 3 clusters Score -4953351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -4953351.500000 Penalty: 3442.162842
	Iteration 171Q: 3 clusters Score -4953352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -4953354.500000 Penalty: 3442.162842
	Iteration 172Q: 3 clusters Score -4953354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -4953359.500000 Penalty: 3442.162842
	Iteration 173Q: 3 clusters Score -4953360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -4953386.000000 Penalty: 3442.162842
	Iteration 174Q: 3 clusters Score -4953386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -4953408.000000 Penalty: 3442.162842
	Iteration 175Q: 3 clusters Score -4953408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -4953385.000000 Penalty: 3442.162842
	Iteration 176Q: 3 clusters Score -4953385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -4953392.500000 Penalty: 3442.162842
	Iteration 177Q: 3 clusters Score -4953392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4953384.000000 Penalty: 3442.162842
	Iteration 178Q: 3 clusters Score -4953384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4953403.500000 Penalty: 3442.162842
	Iteration 179Q: 3 clusters Score -4953404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -4953399.000000 Penalty: 3442.162842
	Iteration 180F: 3 clusters Score -4953399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -4953397.000000 Penalty: 3442.162842
	Iteration 181Q: 3 clusters Score -4953397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -4953398.000000 Penalty: 3442.162842
	Iteration 182Q: 3 clusters Score -4953398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -4953389.000000 Penalty: 3442.162842
	Iteration 183Q: 3 clusters Score -4953389 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -4953371.000000 Penalty: 3442.162842
	Iteration 184Q: 3 clusters Score -4953371 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4953379.000000 Penalty: 3442.162842
	Iteration 185Q: 3 clusters Score -4953379 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -4953386.500000 Penalty: 3442.162842
	Iteration 186Q: 3 clusters Score -4953386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4953385.500000 Penalty: 3442.162842
	Iteration 187Q: 3 clusters Score -4953386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -4953370.500000 Penalty: 3442.162842
	Iteration 188Q: 3 clusters Score -4953370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -4953375.000000 Penalty: 3442.162842
	Iteration 189Q: 3 clusters Score -4953375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -4953363.500000 Penalty: 3442.162842
	Iteration 190Q: 3 clusters Score -4953364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -4953366.500000 Penalty: 3442.162842
	Iteration 191Q: 3 clusters Score -4953366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -4953360.000000 Penalty: 3442.162842
	Iteration 192Q: 3 clusters Score -4953360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -4953368.000000 Penalty: 3442.162842
	Iteration 193Q: 3 clusters Score -4953368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -4953364.500000 Penalty: 3442.162842
	Iteration 194Q: 3 clusters Score -4953364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -4953359.500000 Penalty: 3442.162842
	Iteration 195Q: 3 clusters Score -4953360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4953363.000000 Penalty: 3442.162842
	Iteration 196Q: 3 clusters Score -4953363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -4953363.500000 Penalty: 3442.162842
	Iteration 197Q: 3 clusters Score -4953364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4953367.000000 Penalty: 3442.162842
	Iteration 198Q: 3 clusters Score -4953367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -4953376.000000 Penalty: 3442.162842
	Iteration 199Q: 3 clusters Score -4953376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -4953372.500000 Penalty: 3442.162842
	Iteration 200F: 3 clusters Score -4953372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -4953375.000000 Penalty: 3442.162842
	Iteration 201Q: 3 clusters Score -4953375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -4953371.500000 Penalty: 3442.162842
	Iteration 202Q: 3 clusters Score -4953372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -4953368.500000 Penalty: 3442.162842
	Iteration 203Q: 3 clusters Score -4953368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4953363.000000 Penalty: 3442.162842
	Iteration 204Q: 3 clusters Score -4953363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -4953360.500000 Penalty: 3442.162842
	Iteration 205Q: 3 clusters Score -4953360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -4953359.500000 Penalty: 3442.162842
	Iteration 206Q: 3 clusters Score -4953360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -4953375.000000 Penalty: 3442.162842
	Iteration 207Q: 3 clusters Score -4953375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -4953379.500000 Penalty: 3442.162842
	Iteration 208Q: 3 clusters Score -4953380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -4953377.500000 Penalty: 3442.162842
	Iteration 209Q: 3 clusters Score -4953378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -4953379.000000 Penalty: 3442.162842
	Iteration 210Q: 3 clusters Score -4953379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4953382.000000 Penalty: 3442.162842
	Iteration 211Q: 3 clusters Score -4953382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4953383.000000 Penalty: 3442.162842
	Iteration 212Q: 3 clusters Score -4953383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4953386.000000 Penalty: 3442.162842
	Iteration 213Q: 3 clusters Score -4953386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -4953385.000000 Penalty: 3442.162842
	Iteration 214Q: 3 clusters Score -4953385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -4953376.500000 Penalty: 3442.162842
	Iteration 215Q: 3 clusters Score -4953376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -4953379.500000 Penalty: 3442.162842
	Iteration 216Q: 3 clusters Score -4953380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -4953386.500000 Penalty: 3442.162842
	Iteration 217Q: 3 clusters Score -4953386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -4953385.000000 Penalty: 3442.162842
	Iteration 218Q: 3 clusters Score -4953385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -4953383.500000 Penalty: 3442.162842
	Iteration 219Q: 3 clusters Score -4953384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -4953380.000000 Penalty: 3442.162842
	Iteration 220F: 3 clusters Score -4953380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -4953385.500000 Penalty: 3442.162842
	Iteration 221Q: 3 clusters Score -4953386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -4953385.000000 Penalty: 3442.162842
	Iteration 222Q: 3 clusters Score -4953385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -4953392.000000 Penalty: 3442.162842
	Iteration 223Q: 3 clusters Score -4953392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -4953392.500000 Penalty: 3442.162842
	Iteration 224Q: 3 clusters Score -4953392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -4953389.500000 Penalty: 3442.162842
	Iteration 225Q: 3 clusters Score -4953390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -4953398.500000 Penalty: 3442.162842
	Iteration 226Q: 3 clusters Score -4953398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -4953387.000000 Penalty: 3442.162842
	Iteration 227Q: 3 clusters Score -4953387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -4953387.000000 Penalty: 3442.162842
	Iteration 228Q: 3 clusters Score -4953387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -4953388.500000 Penalty: 3442.162842
	Iteration 229Q: 3 clusters Score -4953388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -4953385.000000 Penalty: 3442.162842
	Iteration 230Q: 3 clusters Score -4953385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -4953398.000000 Penalty: 3442.162842
	Iteration 231Q: 3 clusters Score -4953398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -4953398.500000 Penalty: 3442.162842
	Iteration 232Q: 3 clusters Score -4953398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -4953402.000000 Penalty: 3442.162842
	Iteration 233Q: 3 clusters Score -4953402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -4953398.000000 Penalty: 3442.162842
	Iteration 234Q: 3 clusters Score -4953398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -4953400.000000 Penalty: 3442.162842
	Iteration 235Q: 3 clusters Score -4953400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4953398.000000 Penalty: 3442.162842
	Iteration 236Q: 3 clusters Score -4953398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -4953398.500000 Penalty: 3442.162842
	Iteration 237Q: 3 clusters Score -4953398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -4953393.000000 Penalty: 3442.162842
	Iteration 238Q: 3 clusters Score -4953393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -4953398.500000 Penalty: 3442.162842
	Iteration 239Q: 3 clusters Score -4953398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -4953388.500000 Penalty: 3442.162842
	Iteration 240F: 3 clusters Score -4953388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -4953392.000000 Penalty: 3442.162842
	Iteration 241Q: 3 clusters Score -4953392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -4953392.500000 Penalty: 3442.162842
	Iteration 242Q: 3 clusters Score -4953392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -4953392.500000 Penalty: 3442.162842
	Iteration 243F: 3 clusters Score -4953392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -14723.268555 Penalty: 800.678711
	Iteration 0F: 2 clusters Score -14723.27 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 59 members 
Entering Unmasked Estep 
Score: -14132.765625 Penalty: 1601.357422
	Iteration 0F: 3 clusters Score -14132.77 nChanged 15
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: -14193.192383 Penalty: 1601.357422
	Iteration 1F: 3 clusters Score -14193.19 nChanged 5
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: -14210.738281 Penalty: 1601.357422
	Iteration 2Q: 3 clusters Score -14210.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14213.323242 Penalty: 1601.357422
	Iteration 3Q: 3 clusters Score -14213.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14215.013672 Penalty: 1601.357422
	Iteration 4Q: 3 clusters Score -14215.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14215.013672 Penalty: 1601.357422
	Iteration 5F: 3 clusters Score -14215.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Entering Unmasked Estep 
Score: -3258228.750000 Penalty: 1655.536011
	Iteration 0F: 2 clusters Score -3258229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3241062.250000 Penalty: 3311.072021
	Iteration 0F: 3 clusters Score -3241062 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3247713.000000 Penalty: 3311.072021
	Iteration 1F: 3 clusters Score -3247713 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3248031.250000 Penalty: 3311.072021
	Iteration 2Q: 3 clusters Score -3248031 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3248352.250000 Penalty: 3311.072021
	Iteration 3Q: 3 clusters Score -3248352 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3248682.500000 Penalty: 3311.072021
	Iteration 4Q: 3 clusters Score -3248682 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -3249076.750000 Penalty: 3311.072021
	Iteration 5Q: 3 clusters Score -3249077 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3249548.000000 Penalty: 3311.072021
	Iteration 6Q: 3 clusters Score -3249548 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3250164.250000 Penalty: 3311.072021
	Iteration 7Q: 3 clusters Score -3250164 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3251030.000000 Penalty: 3311.072021
	Iteration 8F: 3 clusters Score -3251030 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3252102.000000 Penalty: 3311.072021
	Iteration 9F: 3 clusters Score -3252102 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3253327.750000 Penalty: 3311.072021
	Iteration 10F: 3 clusters Score -3253328 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3254348.000000 Penalty: 3311.072021
	Iteration 11Q: 3 clusters Score -3254348 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3255002.750000 Penalty: 3311.072021
	Iteration 12Q: 3 clusters Score -3255003 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3255463.750000 Penalty: 3311.072021
	Iteration 13Q: 3 clusters Score -3255464 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3255795.750000 Penalty: 3311.072021
	Iteration 14Q: 3 clusters Score -3255796 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3256071.750000 Penalty: 3311.072021
	Iteration 15Q: 3 clusters Score -3256072 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3256287.750000 Penalty: 3311.072021
	Iteration 16Q: 3 clusters Score -3256288 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3256474.000000 Penalty: 3311.072021
	Iteration 17Q: 3 clusters Score -3256474 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3256586.750000 Penalty: 3311.072021
	Iteration 18Q: 3 clusters Score -3256587 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3256671.500000 Penalty: 3311.072021
	Iteration 19Q: 3 clusters Score -3256672 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3256719.500000 Penalty: 3311.072021
	Iteration 20F: 3 clusters Score -3256720 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3256757.000000 Penalty: 3311.072021
	Iteration 21Q: 3 clusters Score -3256757 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3256786.500000 Penalty: 3311.072021
	Iteration 22Q: 3 clusters Score -3256786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3256816.500000 Penalty: 3311.072021
	Iteration 23Q: 3 clusters Score -3256816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3256839.000000 Penalty: 3311.072021
	Iteration 24Q: 3 clusters Score -3256839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3256862.000000 Penalty: 3311.072021
	Iteration 25Q: 3 clusters Score -3256862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3256866.000000 Penalty: 3311.072021
	Iteration 26Q: 3 clusters Score -3256866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3256880.500000 Penalty: 3311.072021
	Iteration 27Q: 3 clusters Score -3256880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3256887.500000 Penalty: 3311.072021
	Iteration 28Q: 3 clusters Score -3256888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3256888.000000 Penalty: 3311.072021
	Iteration 29Q: 3 clusters Score -3256888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3256891.000000 Penalty: 3311.072021
	Iteration 30Q: 3 clusters Score -3256891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3256893.000000 Penalty: 3311.072021
	Iteration 31Q: 3 clusters Score -3256893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3256896.000000 Penalty: 3311.072021
	Iteration 32Q: 3 clusters Score -3256896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3256896.000000 Penalty: 3311.072021
	Iteration 33F: 3 clusters Score -3256896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Entering Unmasked Estep 
Score: -4023744.750000 Penalty: 1690.214478
	Iteration 0F: 2 clusters Score -4023745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -4002332.250000 Penalty: 3380.428955
	Iteration 0F: 3 clusters Score -4002332 nChanged 15256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4010699.000000 Penalty: 3380.428955
	Iteration 1F: 3 clusters Score -4010699 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -4011094.500000 Penalty: 3380.428955
	Iteration 2Q: 3 clusters Score -4011094 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -4011425.500000 Penalty: 3380.428955
	Iteration 3Q: 3 clusters Score -4011426 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -4011697.250000 Penalty: 3380.428955
	Iteration 4Q: 3 clusters Score -4011697 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -4011962.000000 Penalty: 3380.428955
	Iteration 5Q: 3 clusters Score -4011962 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -4012200.750000 Penalty: 3380.428955
	Iteration 6Q: 3 clusters Score -4012201 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -4012425.250000 Penalty: 3380.428955
	Iteration 7Q: 3 clusters Score -4012425 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -4012765.000000 Penalty: 3380.428955
	Iteration 8Q: 3 clusters Score -4012765 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -4013283.250000 Penalty: 3380.428955
	Iteration 9Q: 3 clusters Score -4013283 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4014039.500000 Penalty: 3380.428955
	Iteration 10Q: 3 clusters Score -4014040 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -4015121.500000 Penalty: 3380.428955
	Iteration 11Q: 3 clusters Score -4015122 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -4016585.750000 Penalty: 3380.428955
	Iteration 12F: 3 clusters Score -4016586 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -4018136.750000 Penalty: 3380.428955
	Iteration 13F: 3 clusters Score -4018137 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -4019397.250000 Penalty: 3380.428955
	Iteration 14F: 3 clusters Score -4019397 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -4020239.750000 Penalty: 3380.428955
	Iteration 15Q: 3 clusters Score -4020240 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -4020780.500000 Penalty: 3380.428955
	Iteration 16Q: 3 clusters Score -4020780 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -4021126.750000 Penalty: 3380.428955
	Iteration 17Q: 3 clusters Score -4021127 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -4021413.500000 Penalty: 3380.428955
	Iteration 18Q: 3 clusters Score -4021414 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -4021657.500000 Penalty: 3380.428955
	Iteration 19Q: 3 clusters Score -4021658 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4021824.750000 Penalty: 3380.428955
	Iteration 20F: 3 clusters Score -4021825 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -4021971.750000 Penalty: 3380.428955
	Iteration 21Q: 3 clusters Score -4021972 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -4022085.500000 Penalty: 3380.428955
	Iteration 22Q: 3 clusters Score -4022086 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4022136.500000 Penalty: 3380.428955
	Iteration 23Q: 3 clusters Score -4022136 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4022193.000000 Penalty: 3380.428955
	Iteration 24Q: 3 clusters Score -4022193 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -4022220.750000 Penalty: 3380.428955
	Iteration 25Q: 3 clusters Score -4022221 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -4022218.250000 Penalty: 3380.428955
	Iteration 26Q: 3 clusters Score -4022218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4022235.250000 Penalty: 3380.428955
	Iteration 27Q: 3 clusters Score -4022235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4022234.750000 Penalty: 3380.428955
	Iteration 28Q: 3 clusters Score -4022235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4022249.000000 Penalty: 3380.428955
	Iteration 29Q: 3 clusters Score -4022249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -4022254.750000 Penalty: 3380.428955
	Iteration 30Q: 3 clusters Score -4022255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -4022253.250000 Penalty: 3380.428955
	Iteration 31Q: 3 clusters Score -4022253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4022264.000000 Penalty: 3380.428955
	Iteration 32Q: 3 clusters Score -4022264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4022275.500000 Penalty: 3380.428955
	Iteration 33Q: 3 clusters Score -4022276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4022274.750000 Penalty: 3380.428955
	Iteration 34Q: 3 clusters Score -4022275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4022274.000000 Penalty: 3380.428955
	Iteration 35Q: 3 clusters Score -4022274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4022285.250000 Penalty: 3380.428955
	Iteration 36Q: 3 clusters Score -4022285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4022298.750000 Penalty: 3380.428955
	Iteration 37Q: 3 clusters Score -4022299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -4022303.500000 Penalty: 3380.428955
	Iteration 38Q: 3 clusters Score -4022304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -4022302.250000 Penalty: 3380.428955
	Iteration 39Q: 3 clusters Score -4022302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -4022310.500000 Penalty: 3380.428955
	Iteration 40F: 3 clusters Score -4022310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4022321.500000 Penalty: 3380.428955
	Iteration 41Q: 3 clusters Score -4022322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -4022327.500000 Penalty: 3380.428955
	Iteration 42Q: 3 clusters Score -4022328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4022330.000000 Penalty: 3380.428955
	Iteration 43Q: 3 clusters Score -4022330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -4022331.500000 Penalty: 3380.428955
	Iteration 44Q: 3 clusters Score -4022332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4022342.000000 Penalty: 3380.428955
	Iteration 45Q: 3 clusters Score -4022342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -4022341.500000 Penalty: 3380.428955
	Iteration 46Q: 3 clusters Score -4022342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4022345.500000 Penalty: 3380.428955
	Iteration 47Q: 3 clusters Score -4022346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4022350.750000 Penalty: 3380.428955
	Iteration 48Q: 3 clusters Score -4022351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4022361.250000 Penalty: 3380.428955
	Iteration 49Q: 3 clusters Score -4022361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -4022367.250000 Penalty: 3380.428955
	Iteration 50Q: 3 clusters Score -4022367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4022369.000000 Penalty: 3380.428955
	Iteration 51Q: 3 clusters Score -4022369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -4022376.250000 Penalty: 3380.428955
	Iteration 52Q: 3 clusters Score -4022376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -4022388.250000 Penalty: 3380.428955
	Iteration 53Q: 3 clusters Score -4022388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -4022384.750000 Penalty: 3380.428955
	Iteration 54Q: 3 clusters Score -4022385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -4022386.000000 Penalty: 3380.428955
	Iteration 55Q: 3 clusters Score -4022386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4022384.000000 Penalty: 3380.428955
	Iteration 56Q: 3 clusters Score -4022384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -4022384.250000 Penalty: 3380.428955
	Iteration 57Q: 3 clusters Score -4022384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4022385.000000 Penalty: 3380.428955
	Iteration 58Q: 3 clusters Score -4022385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4022385.250000 Penalty: 3380.428955
	Iteration 59Q: 3 clusters Score -4022385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4022385.250000 Penalty: 3380.428955
	Iteration 60F: 3 clusters Score -4022385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Entering Unmasked Estep 
Score: -3796477.250000 Penalty: 1680.501709
	Iteration 0F: 2 clusters Score -3796477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3776977.750000 Penalty: 3361.003418
	Iteration 0F: 3 clusters Score -3776978 nChanged 14259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3784980.000000 Penalty: 3361.003418
	Iteration 1F: 3 clusters Score -3784980 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3785451.750000 Penalty: 3361.003418
	Iteration 2Q: 3 clusters Score -3785452 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3785938.500000 Penalty: 3361.003418
	Iteration 3Q: 3 clusters Score -3785938 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3786447.000000 Penalty: 3361.003418
	Iteration 4Q: 3 clusters Score -3786447 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3787007.750000 Penalty: 3361.003418
	Iteration 5Q: 3 clusters Score -3787008 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3787719.000000 Penalty: 3361.003418
	Iteration 6F: 3 clusters Score -3787719 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3788784.750000 Penalty: 3361.003418
	Iteration 7F: 3 clusters Score -3788785 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3790042.250000 Penalty: 3361.003418
	Iteration 8F: 3 clusters Score -3790042 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3791271.000000 Penalty: 3361.003418
	Iteration 9F: 3 clusters Score -3791271 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3792343.250000 Penalty: 3361.003418
	Iteration 10Q: 3 clusters Score -3792343 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3793120.500000 Penalty: 3361.003418
	Iteration 11Q: 3 clusters Score -3793120 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3793627.750000 Penalty: 3361.003418
	Iteration 12Q: 3 clusters Score -3793628 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3794029.500000 Penalty: 3361.003418
	Iteration 13Q: 3 clusters Score -3794030 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3794413.000000 Penalty: 3361.003418
	Iteration 14Q: 3 clusters Score -3794413 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3794598.750000 Penalty: 3361.003418
	Iteration 15Q: 3 clusters Score -3794599 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -3794770.500000 Penalty: 3361.003418
	Iteration 16Q: 3 clusters Score -3794770 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -3794909.500000 Penalty: 3361.003418
	Iteration 17Q: 3 clusters Score -3794910 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -3794984.000000 Penalty: 3361.003418
	Iteration 18Q: 3 clusters Score -3794984 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -3795024.750000 Penalty: 3361.003418
	Iteration 19Q: 3 clusters Score -3795025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -3795054.750000 Penalty: 3361.003418
	Iteration 20F: 3 clusters Score -3795055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -3795067.500000 Penalty: 3361.003418
	Iteration 21Q: 3 clusters Score -3795068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -3795080.000000 Penalty: 3361.003418
	Iteration 22Q: 3 clusters Score -3795080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -3795097.500000 Penalty: 3361.003418
	Iteration 23Q: 3 clusters Score -3795098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -3795103.500000 Penalty: 3361.003418
	Iteration 24Q: 3 clusters Score -3795104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3795101.750000 Penalty: 3361.003418
	Iteration 25Q: 3 clusters Score -3795102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -3795110.750000 Penalty: 3361.003418
	Iteration 26Q: 3 clusters Score -3795111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -3795119.750000 Penalty: 3361.003418
	Iteration 27Q: 3 clusters Score -3795120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3795126.250000 Penalty: 3361.003418
	Iteration 28Q: 3 clusters Score -3795126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3795131.500000 Penalty: 3361.003418
	Iteration 29Q: 3 clusters Score -3795132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3795141.500000 Penalty: 3361.003418
	Iteration 30Q: 3 clusters Score -3795142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -3795138.500000 Penalty: 3361.003418
	Iteration 31Q: 3 clusters Score -3795138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -3795137.500000 Penalty: 3361.003418
	Iteration 32Q: 3 clusters Score -3795138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -3795141.750000 Penalty: 3361.003418
	Iteration 33Q: 3 clusters Score -3795142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -3795140.750000 Penalty: 3361.003418
	Iteration 34Q: 3 clusters Score -3795141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -3795140.750000 Penalty: 3361.003418
	Iteration 35F: 3 clusters Score -3795141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Entering Unmasked Estep 
Score: -1082761.375000 Penalty: 1478.308594
	Iteration 0F: 2 clusters Score -1082761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1076284.750000 Penalty: 2956.617188
	Iteration 0F: 3 clusters Score -1076285 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1078360.500000 Penalty: 2956.617188
	Iteration 1F: 3 clusters Score -1078360 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1078600.875000 Penalty: 2956.617188
	Iteration 2F: 3 clusters Score -1078601 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1078797.500000 Penalty: 2956.617188
	Iteration 3Q: 3 clusters Score -1078798 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1078987.875000 Penalty: 2956.617188
	Iteration 4Q: 3 clusters Score -1078988 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1079175.125000 Penalty: 2956.617188
	Iteration 5Q: 3 clusters Score -1079175 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1079364.375000 Penalty: 2956.617188
	Iteration 6Q: 3 clusters Score -1079364 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1079572.125000 Penalty: 2956.617188
	Iteration 7Q: 3 clusters Score -1079572 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1079765.000000 Penalty: 2956.617188
	Iteration 8Q: 3 clusters Score -1079765 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1079972.625000 Penalty: 2956.617188
	Iteration 9Q: 3 clusters Score -1079973 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1080198.125000 Penalty: 2956.617188
	Iteration 10Q: 3 clusters Score -1080198 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1080391.750000 Penalty: 2956.617188
	Iteration 11Q: 3 clusters Score -1080392 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1080542.125000 Penalty: 2956.617188
	Iteration 12Q: 3 clusters Score -1080542 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1080655.000000 Penalty: 2956.617188
	Iteration 13Q: 3 clusters Score -1080655 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1080769.000000 Penalty: 2956.617188
	Iteration 14Q: 3 clusters Score -1080769 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1080873.125000 Penalty: 2956.617188
	Iteration 15Q: 3 clusters Score -1080873 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1080982.000000 Penalty: 2956.617188
	Iteration 16Q: 3 clusters Score -1080982 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1081057.750000 Penalty: 2956.617188
	Iteration 17Q: 3 clusters Score -1081058 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1081119.750000 Penalty: 2956.617188
	Iteration 18Q: 3 clusters Score -1081120 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1081180.375000 Penalty: 2956.617188
	Iteration 19Q: 3 clusters Score -1081180 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1081238.250000 Penalty: 2956.617188
	Iteration 20F: 3 clusters Score -1081238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1081279.750000 Penalty: 2956.617188
	Iteration 21Q: 3 clusters Score -1081280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1081316.500000 Penalty: 2956.617188
	Iteration 22Q: 3 clusters Score -1081316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1081354.375000 Penalty: 2956.617188
	Iteration 23Q: 3 clusters Score -1081354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1081385.125000 Penalty: 2956.617188
	Iteration 24Q: 3 clusters Score -1081385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1081410.625000 Penalty: 2956.617188
	Iteration 25Q: 3 clusters Score -1081411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1081427.000000 Penalty: 2956.617188
	Iteration 26Q: 3 clusters Score -1081427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1081439.375000 Penalty: 2956.617188
	Iteration 27Q: 3 clusters Score -1081439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1081453.125000 Penalty: 2956.617188
	Iteration 28Q: 3 clusters Score -1081453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1081464.625000 Penalty: 2956.617188
	Iteration 29Q: 3 clusters Score -1081465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1081479.000000 Penalty: 2956.617188
	Iteration 30Q: 3 clusters Score -1081479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1081484.750000 Penalty: 2956.617188
	Iteration 31Q: 3 clusters Score -1081485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1081491.875000 Penalty: 2956.617188
	Iteration 32Q: 3 clusters Score -1081492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1081500.250000 Penalty: 2956.617188
	Iteration 33Q: 3 clusters Score -1081500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1081508.625000 Penalty: 2956.617188
	Iteration 34Q: 3 clusters Score -1081509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1081511.375000 Penalty: 2956.617188
	Iteration 35Q: 3 clusters Score -1081511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1081512.875000 Penalty: 2956.617188
	Iteration 36Q: 3 clusters Score -1081513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1081514.000000 Penalty: 2956.617188
	Iteration 37Q: 3 clusters Score -1081514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1081516.000000 Penalty: 2956.617188
	Iteration 38Q: 3 clusters Score -1081516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1081518.625000 Penalty: 2956.617188
	Iteration 39Q: 3 clusters Score -1081519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1081522.625000 Penalty: 2956.617188
	Iteration 40F: 3 clusters Score -1081523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1081524.625000 Penalty: 2956.617188
	Iteration 41Q: 3 clusters Score -1081525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1081529.375000 Penalty: 2956.617188
	Iteration 42Q: 3 clusters Score -1081529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1081534.500000 Penalty: 2956.617188
	Iteration 43Q: 3 clusters Score -1081534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1081537.625000 Penalty: 2956.617188
	Iteration 44Q: 3 clusters Score -1081538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1081543.375000 Penalty: 2956.617188
	Iteration 45Q: 3 clusters Score -1081543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1081548.500000 Penalty: 2956.617188
	Iteration 46Q: 3 clusters Score -1081548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1081551.375000 Penalty: 2956.617188
	Iteration 47Q: 3 clusters Score -1081551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1081555.250000 Penalty: 2956.617188
	Iteration 48Q: 3 clusters Score -1081555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1081558.250000 Penalty: 2956.617188
	Iteration 49Q: 3 clusters Score -1081558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1081561.500000 Penalty: 2956.617188
	Iteration 50Q: 3 clusters Score -1081562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1081561.625000 Penalty: 2956.617188
	Iteration 51Q: 3 clusters Score -1081562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1081561.500000 Penalty: 2956.617188
	Iteration 52Q: 3 clusters Score -1081562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1081562.375000 Penalty: 2956.617188
	Iteration 53Q: 3 clusters Score -1081562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1081563.875000 Penalty: 2956.617188
	Iteration 54Q: 3 clusters Score -1081564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1081566.250000 Penalty: 2956.617188
	Iteration 55Q: 3 clusters Score -1081566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1081566.250000 Penalty: 2956.617188
	Iteration 56Q: 3 clusters Score -1081566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1081568.750000 Penalty: 2956.617188
	Iteration 57Q: 3 clusters Score -1081569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1081571.125000 Penalty: 2956.617188
	Iteration 58Q: 3 clusters Score -1081571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1081574.250000 Penalty: 2956.617188
	Iteration 59Q: 3 clusters Score -1081574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1081575.125000 Penalty: 2956.617188
	Iteration 60F: 3 clusters Score -1081575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1081574.500000 Penalty: 2956.617188
	Iteration 61Q: 3 clusters Score -1081574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1081575.500000 Penalty: 2956.617188
	Iteration 62Q: 3 clusters Score -1081576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1081575.625000 Penalty: 2956.617188
	Iteration 63Q: 3 clusters Score -1081576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1081575.625000 Penalty: 2956.617188
	Iteration 64F: 3 clusters Score -1081576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -226381.015625 Penalty: 1223.528564
	Iteration 0F: 2 clusters Score -226381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -224347.250000 Penalty: 2447.057129
	Iteration 0F: 3 clusters Score -224347.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -224771.453125 Penalty: 2447.057129
	Iteration 1F: 3 clusters Score -224771.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -224875.703125 Penalty: 2447.057129
	Iteration 2F: 3 clusters Score -224875.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -224940.468750 Penalty: 2447.057129
	Iteration 3Q: 3 clusters Score -224940.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -224970.375000 Penalty: 2447.057129
	Iteration 4Q: 3 clusters Score -224970.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -224987.375000 Penalty: 2447.057129
	Iteration 5Q: 3 clusters Score -224987.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -224996.046875 Penalty: 2447.057129
	Iteration 6Q: 3 clusters Score -224996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -225004.828125 Penalty: 2447.057129
	Iteration 7Q: 3 clusters Score -225004.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -225011.484375 Penalty: 2447.057129
	Iteration 8Q: 3 clusters Score -225011.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -225017.484375 Penalty: 2447.057129
	Iteration 9Q: 3 clusters Score -225017.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -225024.015625 Penalty: 2447.057129
	Iteration 10Q: 3 clusters Score -225024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -225028.421875 Penalty: 2447.057129
	Iteration 11Q: 3 clusters Score -225028.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -225031.984375 Penalty: 2447.057129
	Iteration 12Q: 3 clusters Score -225032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -225035.781250 Penalty: 2447.057129
	Iteration 13Q: 3 clusters Score -225035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -225040.109375 Penalty: 2447.057129
	Iteration 14Q: 3 clusters Score -225040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -225042.187500 Penalty: 2447.057129
	Iteration 15Q: 3 clusters Score -225042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -225043.343750 Penalty: 2447.057129
	Iteration 16Q: 3 clusters Score -225043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -225044.531250 Penalty: 2447.057129
	Iteration 17Q: 3 clusters Score -225044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -225044.718750 Penalty: 2447.057129
	Iteration 18Q: 3 clusters Score -225044.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -225044.718750 Penalty: 2447.057129
	Iteration 19F: 3 clusters Score -225044.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -40551.226562 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -40551.23 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 193 members 
Entering Unmasked Estep 
Score: -39615.179688 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -39615.18 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39809.914062 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -39809.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39872.046875 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -39872.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39887.121094 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -39887.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39898.144531 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -39898.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39905.667969 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -39905.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39912.625000 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -39912.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39917.023438 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -39917.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39917.820312 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -39917.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39918.238281 Penalty: 1946.412354
	Iteration 9Q: 3 clusters Score -39918.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39918.238281 Penalty: 1946.412354
	Iteration 10F: 3 clusters Score -39918.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Entering Unmasked Estep 
Score: -3726625.250000 Penalty: 1676.843140
	Iteration 0F: 2 clusters Score -3726625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3707114.250000 Penalty: 3353.686279
	Iteration 0F: 3 clusters Score -3707114 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3714632.000000 Penalty: 3353.686279
	Iteration 1F: 3 clusters Score -3714632 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3714941.750000 Penalty: 3353.686279
	Iteration 2Q: 3 clusters Score -3714942 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3715164.000000 Penalty: 3353.686279
	Iteration 3Q: 3 clusters Score -3715164 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3715408.500000 Penalty: 3353.686279
	Iteration 4Q: 3 clusters Score -3715408 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3715630.250000 Penalty: 3353.686279
	Iteration 5Q: 3 clusters Score -3715630 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3715887.250000 Penalty: 3353.686279
	Iteration 6Q: 3 clusters Score -3715887 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3716174.500000 Penalty: 3353.686279
	Iteration 7Q: 3 clusters Score -3716174 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3716559.000000 Penalty: 3353.686279
	Iteration 8Q: 3 clusters Score -3716559 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3717071.750000 Penalty: 3353.686279
	Iteration 9Q: 3 clusters Score -3717072 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3717813.750000 Penalty: 3353.686279
	Iteration 10Q: 3 clusters Score -3717814 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3718763.750000 Penalty: 3353.686279
	Iteration 11Q: 3 clusters Score -3718764 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -3719803.500000 Penalty: 3353.686279
	Iteration 12F: 3 clusters Score -3719804 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -3720700.000000 Penalty: 3353.686279
	Iteration 13F: 3 clusters Score -3720700 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -3721243.750000 Penalty: 3353.686279
	Iteration 14Q: 3 clusters Score -3721244 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3721559.750000 Penalty: 3353.686279
	Iteration 15Q: 3 clusters Score -3721560 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3721706.250000 Penalty: 3353.686279
	Iteration 16Q: 3 clusters Score -3721706 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3721846.250000 Penalty: 3353.686279
	Iteration 17Q: 3 clusters Score -3721846 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3721976.250000 Penalty: 3353.686279
	Iteration 18Q: 3 clusters Score -3721976 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3722160.750000 Penalty: 3353.686279
	Iteration 19Q: 3 clusters Score -3722161 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3722331.750000 Penalty: 3353.686279
	Iteration 20F: 3 clusters Score -3722332 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3722484.250000 Penalty: 3353.686279
	Iteration 21Q: 3 clusters Score -3722484 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3722647.000000 Penalty: 3353.686279
	Iteration 22Q: 3 clusters Score -3722647 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3722802.000000 Penalty: 3353.686279
	Iteration 23Q: 3 clusters Score -3722802 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3722987.500000 Penalty: 3353.686279
	Iteration 24Q: 3 clusters Score -3722988 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3723208.250000 Penalty: 3353.686279
	Iteration 25Q: 3 clusters Score -3723208 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3723376.250000 Penalty: 3353.686279
	Iteration 26Q: 3 clusters Score -3723376 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3723558.750000 Penalty: 3353.686279
	Iteration 27Q: 3 clusters Score -3723559 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3723739.500000 Penalty: 3353.686279
	Iteration 28Q: 3 clusters Score -3723740 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3723848.250000 Penalty: 3353.686279
	Iteration 29Q: 3 clusters Score -3723848 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3723973.750000 Penalty: 3353.686279
	Iteration 30Q: 3 clusters Score -3723974 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3724109.250000 Penalty: 3353.686279
	Iteration 31Q: 3 clusters Score -3724109 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3724190.250000 Penalty: 3353.686279
	Iteration 32Q: 3 clusters Score -3724190 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3724271.500000 Penalty: 3353.686279
	Iteration 33Q: 3 clusters Score -3724272 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3724368.250000 Penalty: 3353.686279
	Iteration 34Q: 3 clusters Score -3724368 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3724437.000000 Penalty: 3353.686279
	Iteration 35Q: 3 clusters Score -3724437 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3724516.500000 Penalty: 3353.686279
	Iteration 36Q: 3 clusters Score -3724516 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3724589.500000 Penalty: 3353.686279
	Iteration 37Q: 3 clusters Score -3724590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3724642.750000 Penalty: 3353.686279
	Iteration 38Q: 3 clusters Score -3724643 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3724696.250000 Penalty: 3353.686279
	Iteration 39Q: 3 clusters Score -3724696 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3724751.750000 Penalty: 3353.686279
	Iteration 40F: 3 clusters Score -3724752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3724792.750000 Penalty: 3353.686279
	Iteration 41Q: 3 clusters Score -3724793 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3724834.750000 Penalty: 3353.686279
	Iteration 42Q: 3 clusters Score -3724835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3724853.250000 Penalty: 3353.686279
	Iteration 43Q: 3 clusters Score -3724853 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3724871.000000 Penalty: 3353.686279
	Iteration 44Q: 3 clusters Score -3724871 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3724885.000000 Penalty: 3353.686279
	Iteration 45Q: 3 clusters Score -3724885 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3724920.500000 Penalty: 3353.686279
	Iteration 46Q: 3 clusters Score -3724920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3724930.250000 Penalty: 3353.686279
	Iteration 47Q: 3 clusters Score -3724930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3724950.750000 Penalty: 3353.686279
	Iteration 48Q: 3 clusters Score -3724951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3724962.000000 Penalty: 3353.686279
	Iteration 49Q: 3 clusters Score -3724962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3724971.750000 Penalty: 3353.686279
	Iteration 50Q: 3 clusters Score -3724972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3724974.250000 Penalty: 3353.686279
	Iteration 51Q: 3 clusters Score -3724974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3724985.250000 Penalty: 3353.686279
	Iteration 52Q: 3 clusters Score -3724985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3724994.500000 Penalty: 3353.686279
	Iteration 53Q: 3 clusters Score -3724994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3724999.000000 Penalty: 3353.686279
	Iteration 54Q: 3 clusters Score -3724999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3725016.750000 Penalty: 3353.686279
	Iteration 55Q: 3 clusters Score -3725017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3725027.500000 Penalty: 3353.686279
	Iteration 56Q: 3 clusters Score -3725028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3725027.750000 Penalty: 3353.686279
	Iteration 57Q: 3 clusters Score -3725028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3725047.000000 Penalty: 3353.686279
	Iteration 58Q: 3 clusters Score -3725047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3725057.000000 Penalty: 3353.686279
	Iteration 59Q: 3 clusters Score -3725057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3725068.000000 Penalty: 3353.686279
	Iteration 60F: 3 clusters Score -3725068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3725069.250000 Penalty: 3353.686279
	Iteration 61Q: 3 clusters Score -3725069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3725078.000000 Penalty: 3353.686279
	Iteration 62Q: 3 clusters Score -3725078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3725081.000000 Penalty: 3353.686279
	Iteration 63Q: 3 clusters Score -3725081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3725088.750000 Penalty: 3353.686279
	Iteration 64Q: 3 clusters Score -3725089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3725096.000000 Penalty: 3353.686279
	Iteration 65Q: 3 clusters Score -3725096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3725099.750000 Penalty: 3353.686279
	Iteration 66Q: 3 clusters Score -3725100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3725100.000000 Penalty: 3353.686279
	Iteration 67Q: 3 clusters Score -3725100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3725097.500000 Penalty: 3353.686279
	Iteration 68Q: 3 clusters Score -3725098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3725095.500000 Penalty: 3353.686279
	Iteration 69Q: 3 clusters Score -3725096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3725099.250000 Penalty: 3353.686279
	Iteration 70Q: 3 clusters Score -3725099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3725098.000000 Penalty: 3353.686279
	Iteration 71Q: 3 clusters Score -3725098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3725099.250000 Penalty: 3353.686279
	Iteration 72Q: 3 clusters Score -3725099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3725095.500000 Penalty: 3353.686279
	Iteration 73Q: 3 clusters Score -3725096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3725095.000000 Penalty: 3353.686279
	Iteration 74Q: 3 clusters Score -3725095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3725100.000000 Penalty: 3353.686279
	Iteration 75Q: 3 clusters Score -3725100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3725098.500000 Penalty: 3353.686279
	Iteration 76Q: 3 clusters Score -3725098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3725098.500000 Penalty: 3353.686279
	Iteration 77F: 3 clusters Score -3725098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Entering Unmasked Estep 
Score: -3100561.750000 Penalty: 1646.594849
	Iteration 0F: 2 clusters Score -3100562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3083883.500000 Penalty: 3293.189697
	Iteration 0F: 3 clusters Score -3083884 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3089988.250000 Penalty: 3293.189697
	Iteration 1F: 3 clusters Score -3089988 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3090289.750000 Penalty: 3293.189697
	Iteration 2Q: 3 clusters Score -3090290 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3090602.500000 Penalty: 3293.189697
	Iteration 3Q: 3 clusters Score -3090602 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -3090927.000000 Penalty: 3293.189697
	Iteration 4Q: 3 clusters Score -3090927 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3091287.000000 Penalty: 3293.189697
	Iteration 5Q: 3 clusters Score -3091287 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3091709.000000 Penalty: 3293.189697
	Iteration 6Q: 3 clusters Score -3091709 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3092247.000000 Penalty: 3293.189697
	Iteration 7Q: 3 clusters Score -3092247 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3092896.750000 Penalty: 3293.189697
	Iteration 8Q: 3 clusters Score -3092897 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3093750.750000 Penalty: 3293.189697
	Iteration 9F: 3 clusters Score -3093751 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3094707.250000 Penalty: 3293.189697
	Iteration 10F: 3 clusters Score -3094707 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3095732.250000 Penalty: 3293.189697
	Iteration 11Q: 3 clusters Score -3095732 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3096709.750000 Penalty: 3293.189697
	Iteration 12Q: 3 clusters Score -3096710 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3097526.500000 Penalty: 3293.189697
	Iteration 13Q: 3 clusters Score -3097526 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3098124.000000 Penalty: 3293.189697
	Iteration 14Q: 3 clusters Score -3098124 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3098542.250000 Penalty: 3293.189697
	Iteration 15Q: 3 clusters Score -3098542 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3098836.000000 Penalty: 3293.189697
	Iteration 16Q: 3 clusters Score -3098836 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3099047.750000 Penalty: 3293.189697
	Iteration 17Q: 3 clusters Score -3099048 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3099211.750000 Penalty: 3293.189697
	Iteration 18Q: 3 clusters Score -3099212 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3099312.750000 Penalty: 3293.189697
	Iteration 19Q: 3 clusters Score -3099313 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3099352.000000 Penalty: 3293.189697
	Iteration 20F: 3 clusters Score -3099352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3099395.250000 Penalty: 3293.189697
	Iteration 21Q: 3 clusters Score -3099395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3099418.250000 Penalty: 3293.189697
	Iteration 22Q: 3 clusters Score -3099418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3099436.250000 Penalty: 3293.189697
	Iteration 23Q: 3 clusters Score -3099436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3099449.000000 Penalty: 3293.189697
	Iteration 24Q: 3 clusters Score -3099449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3099445.500000 Penalty: 3293.189697
	Iteration 25Q: 3 clusters Score -3099446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3099456.500000 Penalty: 3293.189697
	Iteration 26Q: 3 clusters Score -3099456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3099456.250000 Penalty: 3293.189697
	Iteration 27Q: 3 clusters Score -3099456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3099456.500000 Penalty: 3293.189697
	Iteration 28Q: 3 clusters Score -3099456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3099455.250000 Penalty: 3293.189697
	Iteration 29Q: 3 clusters Score -3099455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3099462.250000 Penalty: 3293.189697
	Iteration 30Q: 3 clusters Score -3099462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3099464.000000 Penalty: 3293.189697
	Iteration 31Q: 3 clusters Score -3099464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3099461.000000 Penalty: 3293.189697
	Iteration 32Q: 3 clusters Score -3099461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3099458.750000 Penalty: 3293.189697
	Iteration 33Q: 3 clusters Score -3099459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3099462.500000 Penalty: 3293.189697
	Iteration 34Q: 3 clusters Score -3099462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3099462.500000 Penalty: 3293.189697
	Iteration 35F: 3 clusters Score -3099462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -171644.531250 Penalty: 1188.614868
	Iteration 0F: 2 clusters Score -171644.5 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 744 members 
Entering Unmasked Estep 
Score: -169900.750000 Penalty: 2377.229736
	Iteration 0F: 3 clusters Score -169900.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -170294.171875 Penalty: 2377.229736
	Iteration 1F: 3 clusters Score -170294.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -170382.250000 Penalty: 2377.229736
	Iteration 2F: 3 clusters Score -170382.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -170422.281250 Penalty: 2377.229736
	Iteration 3Q: 3 clusters Score -170422.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -170450.500000 Penalty: 2377.229736
	Iteration 4Q: 3 clusters Score -170450.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -170465.437500 Penalty: 2377.229736
	Iteration 5Q: 3 clusters Score -170465.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -170481.890625 Penalty: 2377.229736
	Iteration 6Q: 3 clusters Score -170481.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -170491.390625 Penalty: 2377.229736
	Iteration 7Q: 3 clusters Score -170491.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -170506.859375 Penalty: 2377.229736
	Iteration 8Q: 3 clusters Score -170506.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -170531.218750 Penalty: 2377.229736
	Iteration 9Q: 3 clusters Score -170531.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -170553.312500 Penalty: 2377.229736
	Iteration 10Q: 3 clusters Score -170553.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -170566.671875 Penalty: 2377.229736
	Iteration 11Q: 3 clusters Score -170566.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -170575.578125 Penalty: 2377.229736
	Iteration 12Q: 3 clusters Score -170575.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -170583.734375 Penalty: 2377.229736
	Iteration 13Q: 3 clusters Score -170583.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -170590.375000 Penalty: 2377.229736
	Iteration 14Q: 3 clusters Score -170590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -170594.437500 Penalty: 2377.229736
	Iteration 15Q: 3 clusters Score -170594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -170598.046875 Penalty: 2377.229736
	Iteration 16Q: 3 clusters Score -170598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -170600.875000 Penalty: 2377.229736
	Iteration 17Q: 3 clusters Score -170600.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -170604.453125 Penalty: 2377.229736
	Iteration 18Q: 3 clusters Score -170604.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -170608.484375 Penalty: 2377.229736
	Iteration 19Q: 3 clusters Score -170608.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -170614.453125 Penalty: 2377.229736
	Iteration 20F: 3 clusters Score -170614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -170616.656250 Penalty: 2377.229736
	Iteration 21Q: 3 clusters Score -170616.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -170621.562500 Penalty: 2377.229736
	Iteration 22Q: 3 clusters Score -170621.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -170628.984375 Penalty: 2377.229736
	Iteration 23Q: 3 clusters Score -170629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -170634.562500 Penalty: 2377.229736
	Iteration 24Q: 3 clusters Score -170634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -170640.171875 Penalty: 2377.229736
	Iteration 25Q: 3 clusters Score -170640.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -170644.578125 Penalty: 2377.229736
	Iteration 26Q: 3 clusters Score -170644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -170646.656250 Penalty: 2377.229736
	Iteration 27Q: 3 clusters Score -170646.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -170653.859375 Penalty: 2377.229736
	Iteration 28Q: 3 clusters Score -170653.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -170688.296875 Penalty: 2377.229736
	Iteration 29Q: 3 clusters Score -170688.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -170702.531250 Penalty: 2377.229736
	Iteration 30Q: 3 clusters Score -170702.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -170711.843750 Penalty: 2377.229736
	Iteration 31Q: 3 clusters Score -170711.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -170719.437500 Penalty: 2377.229736
	Iteration 32Q: 3 clusters Score -170719.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -170728.750000 Penalty: 2377.229736
	Iteration 33Q: 3 clusters Score -170728.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -170738.468750 Penalty: 2377.229736
	Iteration 34Q: 3 clusters Score -170738.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -170748.453125 Penalty: 2377.229736
	Iteration 35Q: 3 clusters Score -170748.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -170763.312500 Penalty: 2377.229736
	Iteration 36Q: 3 clusters Score -170763.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -170775.406250 Penalty: 2377.229736
	Iteration 37Q: 3 clusters Score -170775.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -170784.500000 Penalty: 2377.229736
	Iteration 38Q: 3 clusters Score -170784.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -170794.296875 Penalty: 2377.229736
	Iteration 39Q: 3 clusters Score -170794.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -170801.046875 Penalty: 2377.229736
	Iteration 40F: 3 clusters Score -170801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -170808.265625 Penalty: 2377.229736
	Iteration 41Q: 3 clusters Score -170808.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -170815.906250 Penalty: 2377.229736
	Iteration 42Q: 3 clusters Score -170815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -170821.562500 Penalty: 2377.229736
	Iteration 43Q: 3 clusters Score -170821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -170826.125000 Penalty: 2377.229736
	Iteration 44Q: 3 clusters Score -170826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -170831.593750 Penalty: 2377.229736
	Iteration 45Q: 3 clusters Score -170831.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -170838.484375 Penalty: 2377.229736
	Iteration 46Q: 3 clusters Score -170838.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -170841.734375 Penalty: 2377.229736
	Iteration 47Q: 3 clusters Score -170841.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -170847.890625 Penalty: 2377.229736
	Iteration 48Q: 3 clusters Score -170847.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -170855.312500 Penalty: 2377.229736
	Iteration 49Q: 3 clusters Score -170855.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -170860.156250 Penalty: 2377.229736
	Iteration 50Q: 3 clusters Score -170860.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -170862.468750 Penalty: 2377.229736
	Iteration 51Q: 3 clusters Score -170862.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -170865.281250 Penalty: 2377.229736
	Iteration 52Q: 3 clusters Score -170865.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -170865.281250 Penalty: 2377.229736
	Iteration 53F: 3 clusters Score -170865.3 nChanged 0
--- Evaluating fit on full set of 659042 points ---
Entering Unmasked Estep 
Score: -79201184.000000 Penalty: 30481.683594
25->15 Clusters: Score -79201184.000000, best is -79362744.000000

Main iterations: 0 (time per=infms)
Total iterations: 35047 (time per=94.642907ms)
Iterations metric 2: 674807480320.000000 (time per=4.915402ns)
Iterations metric 3: 16194668068864.000000 (time per=204.817409ps)

That took 3316.949951 seconds.
